Interested applicants are invited to apply directly at the NUS Career Portal. Please note your application will only be processed if you apply via NUS Career Portal.

NUS Career Portal link: https://careers.nus.edu.sg/job/ExecutiveSenior-ExecutiveAsst-Manager%2C-Open-Contract-%28Corporate-Relations%29/33288-en_GB/

We regret that only shortlisted candidates will be notified.

Job Purpose

This position is required to support Department webpage, publicity, outreach, corporate communication, visitors, events, PR, industry liaison and other administrative works for the Department.

Duties and Responsibilities

1. Department website and social media channels:

• • design, update news, and maintain corporate social media and website
  • corporate brand management - ensure all public-facing materials are consistent

1. Department publicity and outreach

• • support open house, conferences, events, admission drives
  • design event flyers, corporate slide decks, and other designing needs

1. Media relations

• • coordinate with internal and external corporate communications teams on annual report, news releases, publicity submissions

1. Alumni relations and industry engagement matters

• • to support fundraising, sponsorship, activities, giving matters

1. Support other ad-hoc or cross-functional activities on an as-needed basis

Qualifications

• BSc Degree with or without experience
• Excellent command of verbal and written communications skills
• Familiar with (or interested in) webpage design, graphic design, digital platform or social media management
• Good problem-solving skills and creative thinker
• IT savvy, good software skills and able to multitask and work under pressure
• Committed, customer service oriented and sociable
• Team player

Key Responsibilities

1. Develop business models, financial models, and Unit Economics (UE) models for AI and innovative business initiatives.
2. Build growth, profitability, and return-on-investment (ROI) analysis frameworks to support business scalability.
3. Provide data-driven insights for product pricing, resource allocation, and growth strategies.
4. Develop financial models, valuation analyses, and transaction assessments for fundraising, investment, and M&A projects.
5. Support fundraising materials preparation, investor communications, and due diligence activities.
6. Participate in strategic planning, capital operations, and major corporate initiatives.
7. Build and continuously improve financial models, budgeting, forecasting, and business performance analysis frameworks.
8. Establish key business metrics and support business target setting, monitoring, and performance improvement.
9. Deliver business insights and recommendations to support management decision-making and corporate strategy.

Requirements

1. Bachelor's degree or above in Finance, Accounting, Economics, Statistics, or related disciplines.
2. Minimum 5 years of experience in FP&A, Strategic Finance, Business Analysis, Investment Analysis, Corporate Finance, Consulting, or related functions.
3. Strong financial modeling, data analysis, and business analysis capabilities
4. Familiar with budgeting, forecasting, Unit Economics (UE), valuation models, and operational performance analysis.
5. Proficient in Excel, SQL, and BI tools such as Power BI or Tableau.
6. Strong structured thinking, stakeholder management, cross-functional collaboration, and project execution skills.

Preferred Qualification:

• Experience in FP&A, Strategic Finance, Business Analytics, or Corporate Finance. Prior experience in the Technology, AI, SaaS, or high-growth startup sectors.
• Big Four background (Deloitte, PwC, EY, or KPMG) is highly preferred.
• Strong financial modeling, budgeting, forecasting, and business analysis skills.
• Experience with Power BI, Tableau, SQL, or other analytics tools is an advantage.
• Professional certifications such as CFA, FMVA, FPAC, or CPA are welcome.
• Able to communicate in fluent Chinese

Get to Know the Team

The Regional Product Marketing team develops user insights and marketing strategies for Grab's Mobility, Deliveries, E-commerce, and Financial Services businesses. We work with regional product managers and country operations teams to increase adoption across consumer, merchant, driver, and enterprise segments in Southeast Asian markets. Our focus is translating user data into strategies that improve product adoption and revenue performance.

Get to Know the Role

You will lead product marketing strategy for Grab's service portfolio, developing positioning and launch plans for new products and features across multiple countries. You will analyze user behavior data to identify growth opportunities and collaborate with product teams to incorporate insights into development roadmaps. You will also implement automation tools to streamline marketing research and reporting processes, while managing revenue targets tied to product adoption and user retention metrics.

You will report directly to the Regional Head of Marketing, Brand and Creative and this is a fully onsite role.

The Critical Tasks You will Perform

• You will develop customer value propositions for new product launches across Mobility, Deliveries, E-commerce, and Financial Services. You will also develop go-to-market strategies, adapting messaging for consumers, merchants, drivers, and enterprise clients in different Southeast Asian markets.
• You will analyze user adoption, retention, and revenue data to identify growth opportunities, presenting findings to product teams and senior leadership to inform roadmap priorities and marketing investments.
• You will coordinate launch timelines and marketing programs across regional product teams and country operations, aligning stakeholders on priorities and ensuring consistent execution across multiple markets.
• You will implement AI tools and automation workflows for market research, user insights, and marketing execution, reducing manual processes and improving data accuracy for decision-making.
• You will manage revenue accountability for product adoption metrics, tracking performance against quarterly growth targets and adjusting marketing strategies based on performance data.
• You will present market insights, competitive analysis, and strategic recommendations to executive leadership and board members, informing company-wide investment decisions.

What Essential Skills You Will Need

• 10+ years experience in product marketing, strategy, or general management roles within consumer technology, mobile applications, or SaaS companies with multi-country operations.
• Experience developing customer value propositions and go-to-market strategies for digital products, evidenced by prior launches of consumer-facing features or services across multiple markets.
• Experience analyzing user behavior data and revenue metrics to inform product decisions, including proficiency with analytics platforms (such as Amplitude, Mixpanel, or Tableau) and SQL for data querying.
• Experience managing P&L accountability or revenue targets for product lines, with demonstrated ability to forecast growth and optimize marketing spend against acquisition and retention goals.
• Experience implementing marketing automation tools, AI research platforms, or predictive analytics solutions to streamline insights generation and campaign execution.
• Experience coordinating cross-functional projects across product, engineering, and commercial teams in multiple countries, with demonstrated ability to align stakeholders on timelines and deliverables.
• English language proficiency to develop technical marketing documentation and present strategic recommendations to senior leadership and board members (regional language skills beneficial for coordinating with local market teams).

Role Description
This is a full-time, on-site role based in Singapore for a Clinical Sales Specialist.
We’re looking for a driven and proactive individual to support business growth by identifying new opportunities and building strong relationships within the healthcare ecosystem. This role is highly field-oriented and focuses on driving adoption of our oncology genomics solutions. If you are passionate about oncology sales and enjoy engaging directly with clinicians, we’d love to hear from you.

Responsibilities
• Actively prospect and engage clinics, hospitals, and healthcare providers to generate new business opportunities and drive test adoption.
• Build and maintain strong relationships with oncologists, GPs, pathologists, and key healthcare stakeholders.
• Support onboarding of new accounts and ensure a smooth customer experience from initial engagement to routine use.
• Provide product knowledge, training, and updates to clinicians and partners.
• Work closely with internal teams (operations, customer & medical support, laboratory) to ensure timely service delivery and customer satisfaction.
• Assist in sales and marketing initiatives such as events, webinars to increase brand awareness.
• Gather market intelligence and customer feedback to support product positioning and improvements.
• Track sales activities, pipeline, and performance against targets.
• Represent the company at conferences, workshops, and industry events as needed.

Who We’re Looking For
• At least 2 years of hands-on oncology or molecular diagnostics sales experience.
• Motivated to grow with a startup company.
• Proven ability to achieve sales targets and build lasting client relationships.
• Self-motivated, results-driven, outgoing personality and comfortable working independently in a field-based role.

• Strong communication and interpersonal skills, with confidence engaging healthcare professionals.
• Highly organized with good follow-through on accounts and opportunities.
• Passionate about improving patient outcomes through cancer diagnostics and genomics.

Attachment Description

This role is responsible for identifying new business opportunities, developing strategic partnerships, and driving company growth.

Specific Responsibilities

1. Identify new business opportunities, strategic partnerships, and potential clients.

2. Develop and implement growth strategies aligned with company objectives.

3. Conduct market research and competitor analysis to identify emerging trends.

4. Explore opportunities in energy, infrastructure, investment, or power-related sectors.

5. Build and maintain strong relationships with clients, investors, and stakeholders.

6. Act as the primary contact for key accounts and strategic partners.

7. Lead negotiations and close business deals effectively.

8. Manage timelines, reporting, and stakeholder communications.

9. Evaluate partnership performance and business outcomes.

10. Represent the company at meetings, conferences, and networking events.

11. Prepare regular business development reports for management.

12. Maintain accurate records of negotiations, contracts, and client interactions.

13. Track KPIs, pipeline progress, and market performance metrics.

Technical Skills and Competencies

1. Knowledge of energy, investment, or infrastructure sectors /

Presentation and business communication skills

2. Contract negotiation and proposal preparation /

Project management and coordination

3. Relationship-building and networking / Customer-focused and business-oriented approach /Leadership and team collaboration

Mature Mid Career Individuals- $2, 900

This position is open for mid career individuals (Mature, 40 years and above).

Mid career individuals from any qualification level can apply.

We are an expanding Motor Workshop looking for Service Advisor, we are looking for commited staff to grow together with the company.

The Requirements are as follows:

- Serve customers

- Follow up issues with customers

- Ordering of parts

- liaising with mechanics

- liaising with administrative staff

- preferably have license (Class 3)

- good command of language

- good communication skill

- any other job assigned by the workshop manager

Salary: $2800 - $3200

About Us

Cygnus Med is the Singapore-based R&D center of Furui Medical Science, a publicly listed global medical technology group focused on early-stage diagnosis. Positioned at the crossroads of clinical medicine, medical imaging, and computational science, we are building the next generation of intelligent tools that empower physicians to make faster, more accurate decisions.

At Cygnus, we blend the agility of a startup with the stability and scale of an international enterprise. As part of a high-impact, cross-disciplinary team, your work will translate directly into innovations that improve patient outcomes around the world.

Role Overview

This is a hybrid role combining business development and clinical solutions.

The ideal candidate should be comfortable engaging with hospitals, doctors,research teams, and medtech partners, while also being able to understand software products, data workflows, AI-enabled solutions, and basic technical discussions.

Key Responsibilities

1. Hospital Partnership & Business Development

• Identify and develop relationships with hospitals,surgeons, clinical researchers, and medtech partners in Singapore and selected regional markets.
• Support the setup of clinical validation projects, research collaborations, and pilot opportunities.
• Build and maintain a pipeline of potential hospital partners, KOLs, research collaborators, and commercial pilot sites.
• Represent Cygnus Med in external meetings with clinical, academic, industry, and government stakeholders.
• Support market mapping, competitor analysis, and go-to-market planning for Cygnus Med’s medical AI software.

2. Clinical Solutions & Project Delivery

• Understand hospital and clinical workflows related to vascular imaging, and translate user needs into clear product requirements and technical action items.
• Lead product demonstrations, workflow discussions, user feedback sessions, and solution presentations with clinical partners.
• Coordinate clinical validation, data collection, annotation, and pilot projects with hospitals, ensuring clear timelines, deliverables, and follow-up actions.
• Work closely with software, AI, and data engineers to align clinical needs with product development, system integration, testing, and deployment.
• Track project progress, partner feedback, data quality issues, and operational risks, and drive issues through to resolution.

3. Market & Commercial Development

• Identify early adopter hospitals, research partners, and high-value use cases in Singapore and selected regional markets.
• Develop insights into hospital adoption barriers, procurement pathways, competitive positioning, and commercial opportunities.
• Work with management to design pilot models, validation partnerships, pricing approaches, and longer-term commercial pathways.
• Support Cygnus Med’s market entry and partnership strategy by converting clinical relationships into executable projects and commercial opportunities.

Requirements

Must Have

• Bachelor’s degree in Biomedical Engineering, Medical Technology, Computer Science, Life Sciences, Business, Healthcare, or a related field.
• 3–6 years of relevant experience in medtech, digital health, medical devices, healthcare business development, clinical solutions, product management, or a similar cross-functional role.
• Proven ability to engage hospitals, clinicians, research teams, or healthcare partners and move discussions into concrete projects.
• Sufficient technical understanding to work effectively with software, AI, and data teams, and to translate clinical or business needs into clear product requirements.
• Strong project ownership, communication, and stakeholder management skills.
• Comfortable working independently in an early-stage, international, and fast-moving environment.
• Fluent in English. Mandarin is an advantage for collaboration with China-based partners.

Preferred

• Existing network or prior working relationships with hospitals, clinicians, KOLs, research groups, or medtech partners in Singapore or Asia.
• Prior experience in medical AI, digital health software, ultrasound, vascular imaging, or SaMD.
• Technical exposure to software products, AI workflows, data platforms, annotation tools, APIs, or system integration.
• Experience supporting hospital pilots, clinical validation, research collaborations, or early-stage product commercialisation.
• Familiarity with medical software regulatory considerations or clinical data compliance.
• Entrepreneurial experience, either as a start-up founder or in a similar cross-functional role within an early-stage company.

We are seeking motivated and hands-on individuals to join our Fish Facility team. The successful candidate will support the daily operation of aquaculture systems, including fish husbandry, feeding, water quality monitoring, system maintenance, and research activities.

Responsibilities:

· Daily care and husbandry of aquatic animals

· Conduct routine water quality testing and monitor fish/shrimp health, behaviour, feeding response, growth and system parameters.

· Assist in set-up and preparation of experiment trials.

· Participate in experimental trials of aquatic animals, not limited to

• Feeding
• Hatchery and Larviculture
• Husbandry
• Data collection
• Data analysis
• Report

· Maintenance of the aquaculture system.

· Assist with inventory and stock control of laboratory consumables, equipment, and chemicals.

· Support SOP updates, reporting, audits, and compliance with safety and regulatory requirements.

Requirements:

· NITEC/Higher NITEC or Diploma in Marine Science, Biotechnology, Environmental Science, Food Science, Aquaculture, or a related field.

· Possesses a positive attitude, willingness to learn, and a keen interest in aquaculture, marine science, or fish farming.

· Demonstrates adaptability in performing duties across office and aquaculture farm environments.

· Willing to travel to offsite when required to support operational needs.

Salary and benefits are commensurable to educational qualifications and working experience of the candidate. Benefits include annual leave, medical and flexi-benefits, etc.

Interested individuals should send their applications (including a cover letter and curriculum vitae) to:

Mr Teo Choon Leng Jeffrey

Temasek Life Sciences Laboratory Ltd
Email: jeffrey_teo@tll.org.sg

(Please note that only shortlisted candidates will be notified)

The Site Supervisor oversees the day-to-day operations on construction sites, ensuring that the work is completed according to project specifications, on time, within budget, and in compliance with safety regulations. They manage construction teams, subcontractors, and suppliers while coordinating tasks and addressing issues as they arise. The Site Supervisor also ensures quality control and adheres to company policies and industry standards.

Site Management: Supervise all on-site activities, ensuring the construction process runs smoothly from start to finish.

Team Coordination: Manage, direct, and motivate construction workers, subcontractors, and other personnel to meet deadlines and work efficiently.

Safety Oversight: Ensure that all construction activities follow health and safety regulations and that the site is a safe working environment.

Quality Control: Monitor the quality of work, conduct inspections, and ensure compliance with project specifications and local building codes.

Resource Management: Oversee the delivery, storage, and usage of materials, tools, and equipment on-site, ensuring optimal usage.

Scheduling: Help develop and maintain construction schedules, ensuring projects stay on track and within deadlines.

Problem Solving: Address and resolve issues on-site, including delays, material shortages, or unforeseen challenges.

Eigen Energy is a systems integrator for solar energy and electric vehicle charging infrastructure. Our technical competencies span engineering and construction, energy management, software engineering, and cross-platform integration.

We're looking for a Procurement Executive who can do more than run a purchasing desk — someone who can design, build, and continuously improve the processes that keep our procurement and supply chain running smoothly. Reporting directly to the Operations Manager, you'll own both the day-to-day purchasing function and the systems and workflows behind it, helping us scale as the business grows.

What you'll do:

• Design, document, and refine procurement and supply chain processes — from sourcing and purchase-order workflows to vendor management and inventory control
• Identify bottlenecks and inefficiencies in current operations and implement practical improvements
• Build procurement strategies that support high-delivery, short-lead-time requirements
• Source, negotiate, and purchase materials from both local and overseas vendors
• Manage daily purchasing operations, including planning, issuing, and following up on purchase orders, deliveries, and shipment schedules
• Resolve supply, quality, service, and invoicing issues with vendors
• Control inbound costs (freight, customs duties, and related charges), physical distribution costs (warehousing and outbound freight), and other logistics costs, including obsolete and slow-moving stock
• Evaluate vendor quotations against the technical and commercial specifications required for each project
• Support the annual ISO performance review for vendors
• Account for inbound and outbound warehousing goods and conduct warehouse audits

What you'll need:

• A Diploma in Supply Chain or a related field
• A process-oriented mindset — you naturally look for better, cleaner ways of doing things and can turn them into repeatable systems
• A responsible, self-driven approach with strong multitasking ability
• A working understanding of goods receiving, sales, purchasing, quotation, and inventory procedures
• Confidence with Excel, ERP systems, and Microsoft Dynamics 365 Business Central
• Clear verbal and written communication skills

Nice to have:

• 2+ years of experience in supply chain or logistics, ideally with exposure to process design or improvement
• Experience working in a construction company
• Familiarity with process-improvement methodologies (e.g. Lean, Six Sigma, or similar)
• Strong analytical and project-management skills

Fujitsu is seeking a dedicated and experienced Network Engineer to join our onsite network team. You will be an integral part of a team responsible for managing our customer Enterprise Networking Environment, which supports a large campus with diverse network equipment and services. You will work closely with the customer network team, vendors, and the Helpdesk team to ensure seamless network operations.

Responsibilities:

• Manage, administer, configure, and provide technical support for network equipment (switches, wireless APs, firewalls, DNS appliances, UPS) and services, including VLANs, ACLs, firewall rules, DNS, and IP address management.
• Install, maintain, and upgrade network hardware firmware/software; apply patches, hotfixes, and manage vulnerability remediation.
• Take ownership of network problems, troubleshoot and resolve issues related to hardware, software, and firmware, performing on-site support as needed.
• Conduct daily system checks, monitor network services availability, and contribute to network health checks by analyzing alerts, statistics, and performance data.
• Manage and document all network device configurations, changes, and ensure weekly automated backups.
• Record network service outages and follow up on outstanding technical issues with vendors to ensure resolution within Service Level Agreement (SLA).
• Liaise effectively with ISPs, other service providers, and internal teams on operational matters.
• Assist and work with vendors with cabling management, including patching, documentation, 1st level troubleshooting of connections, and ensuring correct configuration/labeling of new outlets.
• Provide support for wireless configuration and surveys.
• Maintain comprehensive network documentation (diagrams, topologies, issues) and assist in proactive monitoring and monthly reporting for network resources.
• Conduct annual asset verification, track equipment movements (deployment, RMA, relocation, decommissioning), and update inventory records.
• Participate in network implementation and migration projects as required.
• Assist in supporting operational requirements such as power maintenance shutdowns, periodic system audits, and service validation.
• Adhere strictly to policies, rules, regulations, and IT security policies in all operational aspects.
  

Requirements:

• Bachelor’s degree in Computer Science, Engineering, or a related field
• 3+ years’ experience as a Network Engineer supporting large campus network
• Strong analytical and problem-solving skills
• Self-motivated with a strong sense of ownership
• Possesses a valid CCNA certification
• Certification in PCNSA/PCNSP is a plus

Job Description & Requirements

Design, build, and deploy AI agents for operational workflows.

· Integrate agents with enterprise systems (ERP, HRIS, SharePoint, Dynamics 365, Salesforce) via APIs, Power Automate, or Graph connectors.

· Implement agent telemetry and observability pipelines using Microsoft Fabric or Power BI.

· Apply RAG (Retrieval-Augmented Generation), context injection, and prompt-chaining for knowledge-aware automation if needed.

· Maintain security, versioning, and audit trails for all agent deployments.

· Perform exploratory data analysis (EDA) on Finance, HR, or current datasets to identify automation opportunities and trends.

· Develop predictive ML models (e.g. anomaly detection, risk scoring).

· Deploy ML models into Power BI or agents through Fabric ML endpoints, or Python scripts.

· Collaborate with BI team to transform model output into decision-ready dashboards and alerts.

· Continuously measure ROI and performance through agent telemetry and statistical evaluation.

· Partner with the AI BA to translate business logic into model features and automation workflows.

· Work with BI teams to ensure data readiness, integrity, and lineage.

· Document models, pipelines, and prompts for auditability and reproducibility.

Qualifications

· Bachelor’s or Master’s degree in Computer Science, Data Science, or related field.

· 4–8 years’ experience in data engineering, machine learning, or automation.

· Strong proficiency in Python, SQL, and Power Platform (Power Automate, Copilot Studio, Power Apps).

· Hands-on experience with EDA, regression/classification models, clustering, anomaly detection, and time-series forecasting.

· Familiarity with Azure AI / Azure Machine Learning / Fabric ML environment.

· Understanding of RAG pipelines, prompt-engineering, and LLM integration a plus.

· Experience working with structured (ERP, Finance, HR) and semi-structured data (documents, logs).

· Strong communication skills — can explain technical solutions to non-technical stakeholders.

· Bonus: Exposure to Finance or Shared-Service operations preferred.

About Our Company

Headquartered in Shanghai, AIKIT Pte Ltd is a premier food technology company, revolutionizing the culinary landscape with our innovative smart kitchen network. Merging advanced technology with efficient supply chain management, we redefine the concept of convenience food and lead innovation in the food industry.

Our brand, instaChef is a leader in the food technology industry, innovating with smart kitchens to transform how food is prepared and delivered. Our commitment to combining technology with compelling design makes us pioneers in the food tech space.

At Aikit, we are committed to deliver enjoyable food and toothsome results across our approach and service. Marrying technology and food, we are dedicated to serve quick, traditional and authentic food from our AI vending machines that will cater to the appetites of all ages and at a price that screams value

Job Overview

We are seeking a Sales Executive / Business Development Executive who is a strategic thinker to drive business growth and can adapt quickly in a startup environment. The selected candidate will be responsible for expanding our franchisee network and strategic partnerships to accelerate our growth in Singapore and Southeast Asia.

Responsibilities

• Proactively identify, evaluate, and expand new franchisee and strategic partnership opportunities.
• Prepare and present business development reports to senior management.
• Negotiate business terms with potential franchisees and partners to maximize mutual benefits.
• Manage and optimize partnership relations to ensure alignment with the company's strategic goals.
• Collaborate regularly with internal teams, including marketing, product development, and operations, to support the successful implementation of partnership projects.

Requirements

• Diploma or Bachelor's Degree in any field
• At least 1 years of experience in sales / business development. Fresh graduates with a strong interest in sales/business development are welcome to apply
• Experience in the Food & Beverage (F&B) sector, particularly in catering / vending machine are a greatest advantage
• Strong commercial acumen to achieve the company’s target.
• Strong business network and connections in Singapore.
• Excellent sales and negotiation skills, capable of strategic dialogues with various partners.
• Prior commercial sales experience in closing large and complex agreements is preferred.
• Ability to thrive in a fast-paced startup culture and work effectively in a multitasking environment.

Product area

Google Customer Solutions (GCS) sales teams are trusted advisors and competitive sellers who maintain a relentless focus on customer success by bringing the best Google has to offer to small- and medium-sized businesses (SMBs), which are the backbone of our communities. As a member of our team, you’ll have the opportunity to work with company owners and make a real difference in their businesses by helping them grow.  Together, we help shape the future of innovation for customers, partners, and sellers...and we have fun doing it.

Job description

Businesses of all shapes and sizes rely on Google’s unparalleled advertising solutions to help them grow in today's dynamic marketing environment. You bring a passion for sales, knowledge of online media, and commitment to maximize customer success. You act like an owner, move with velocity through change, finding innovative and strategic ways to consistently deliver extraordinary and incremental outcomes for both Google and your customers. You build trusted relationships with customers, uncovering their business needs and translating them into powerful solutions to achieve their most ambitious goals. You achieve as a team with sellers, shape the future of advertising in the AI-era, and make a real impact on the millions of companies and billions of users that trust Google with their most important goals.

Additional job description

In this role, you will be the frontline seller to the Google Customer Solutions (GCS) largest customers. You will understand clients marketing objectives and build short and medium-term strategies to meet those goals, in part by improving campaign performance, implementing best practices, driving Google product adoption, and influencing customer budgets.

Qualifications

Job responsibilities

• Manage a portfolio of businesses and develop a comprehensive understanding of their business tests, marketing objectives, and success metrics.
• Establish credibility with C-level clients and executive partner stakeholders, and serve as a trusted consultant to optimize and expand their advertising investment.
• Structure a clear, long-term joint strategy between Google and clients, and lead a cross-functional team within Google to collaborate on projects and drive client success.
• Understand our team's business growth drivers and risks and create multi-quarter plans to achieve growth goals, through the presentation of Google advertising products/solutions that will help clients to meet their marketing objectives.
• Develop data-driven analyses and consultative recommendations that align with customer goals, and quantify high-impact opportunities with clear recommendations to present to customers.

Minimum qualifications

• Bachelor's degree or equivalent practical experience.
• 2 years of experience in sales, business development, advertising, account management, marketing, or consulting.
• Ability to communicate in English and Urdu fluently to engage with clients in the region.

Preferred qualifications

• Experience in advertising sales, media account management, and achieving goals to drive client growth.
• Experience working with and communicating with advertisers, agencies, or clients and influencing C-level stakeholders.
• Experience with consulting or digital marketing executing multi-quarter strategies.
• Knowledge of Google Ads and traditional and online marketing strategy and tactics.
• Ability to strategically assess and solve client needs via sales techniques, including questioning, objection handling, and to leverage data to uncover insights to support proposals and analyze impact.

Oculus Collective Pte Ltd is a specialist in premium aluminium and glass solutions, serving homeowners, interior designers, and developers across Singapore. We are looking for a motivated and customer-oriented Sales Executive to join our growing team.

Job Responsibilities

• Attend to walk-in, online, and enquiry-based customers.
• Generate new sales opportunities and build relationships with homeowners, interior designers, and contractors.
• Recommend suitable aluminium and glass solutions, including sliding doors, windows, shower screens, wardrobes, and customised systems.
• Prepare quotations, follow up on enquiries, and close sales.
• Coordinate with the operations team to ensure smooth project execution and excellent customer service.
• Achieve individual sales targets and contribute to team goals.
• Maintain accurate records of customer interactions and sales activities.

Requirements

• Minimum 1–2 years of sales experience; experience in the aluminium, glass, renovation, interior design, or construction industry is preferred.
• Strong communication, negotiation, and interpersonal skills.
• Self-motivated, results-driven, and customer-focused.
• Comfortable working on weekends and retail operating hours when required.
• Proficient in Microsoft Office applications.
• Candidates without industry experience but with a proven sales track record are welcome to apply.

Salary & Benefits

• Basic Salary: SGD 2,500 and above (commensurate with experience and qualifications).
• Attractive sales commission and performance incentives.
• Career advancement opportunities within a growing company.
• Training and support provided.

If you are passionate about sales and enjoy helping customers transform their living spaces with innovative aluminium and glass solutions, we welcome your application.

Accounts & Transaction Processing
Process vendor invoices, staff claims, and payments in a timely and accurate manner.
Prepare and post journal entries, including accruals, prepayments, and adjustments.
Maintain proper supporting documentation and ensure compliance with internal controls and policies.

Financial Closing & Reporting Support
Support month-end closing activities, including preparation of schedules and reconciliations.
Perform balance sheet reconciliations and follow up on outstanding items.
Assist in the preparation of financial reports and supporting analyses.

Consolidation & Intercompany
Assist in posting consolidation journals, including intercompany eliminations and adjustments.
Perform intercompany reconciliations and follow up on differences across entities.
Support preparation of consolidation schedules and templates.

Cash & Payments
Support payment processing and bank-related matters.
Assist in monitoring cash balances and preparing basic cash reports.

Audit, Tax & Compliance Support
Prepare audit schedules and supporting documents for external auditors.
Assist in gathering information for tax filings and statutory requirements.
Ensure proper filing and documentation for compliance purposes.

Systems & Process Support
Maintain data accuracy within finance systems.
Support process improvements and standardisation initiatives where required.

Job Requirement

• Diploma or Degree in Accounting, Finance, or a related discipline
• 1–3 years of relevant experience; fresh graduates with strong fundamentals are also welcome
• Understanding of accounting principles and financial reporting
• Exposure to audit, accounting, or shared services environment is advantageous
• Detail-oriented, organised, and able to handle transactional work accurately
• Good communication skills and ability to work in a team environment

Description -

The Medical Technologist independently and without technical supervision performs low, moderate, and high complexity clinical laboratory testing as a generalist, with assignment in some or all of the following disciplines: urinalysis, coagulation, hematology, chemistry, biochemistry, special chemistry, and immunology. The Med Tech also troubleshoots laboratory equipment and methods and provides technical supervision of others as required.

Responsibilities include:

· Perform clinical laboratory testing on samples according to established laboratory procedures, and verify/report test results as requested by study protocol. Ensures quality laboratory results and prioritizes work to optimize timely result reporting. Accurately perform quality control/assurance and proficiency testing as needed

· Maintain complex laboratory equipment and correctly interpret assay validity as a CLIA qualified clinical laboratory testing professional

· Perform and record instrument and test preventive maintenance, calibration, reagent, troubleshooting and other procedures required to establish, maintain, or monitor test performance

· Perform, monitor and record disinfection and maintenance of general laboratory equipment and areas

· Technically monitor and supervise medical laboratory technicians and students. This includes participation in the laboratory competency assessment program

Required Experinece:

• Minimum of 1 year of working experience in a clinical laboratory
• Experience in chemistry or haemathology is an advantage
• Bachelor Degree is preferred

On our Perception team, you have the opportunity to work with world-class ML engineers and research scientists, whose mission is to make self-driving vehicles a reality and to create a positive social impact. Our team works on the tech stack responsible for perceiving the dynamic scenarios, and further tracking and classifying objects around our robo-taxi. We are looking for engineers who are passionate about Level 4 autonomous driving technology, excited by intellectual challenges, and interested in pursuing career growth with a fast-growing company.

What You'll Be Doing:

• Contribute to the development and implementation of advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data
• Connect and drive business impact through technology solutions
• Design and implement sensor fusion algorithms to combine data from multiple sensors to create a robust and accurate perception system
• Optimize perception algorithms for real-time performance on embedded hardware
• Collaborate with other engineers and teams to integrate perception systems into larger autonomous systems
• Stay abreast of the latest research and advancements in machine learning and computer vision and apply them to real-world problems
• Productionize and deploy solutions onto autonomous vehicle fleets
• Derive good insight from large data sets from a variety of sources
• Mentor and guide junior engineers on the team

What We're Looking For:

• Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience
• In-depth understanding of common Machine Learning and Deep Learning algorithms
• Experience with designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, multi-object tracking, and/or end-to-end perception
• Experience with deep learning frameworks such as TensorFlow or PyTorch
• Fluency in Python, including standard scientific computing libraries and Python bindings development experience
• Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods
• Excellent communication and interpersonal skills
• Experience mentoring and leading others

Preferred, but not required:

• Strong programming skills in C++ and/or CUDA programming
• Proven track record of developing and deploying perception systems for autonomous vehicles or robotics
• Experience with embedded systems and real-time optimization, especially in the autonomous driving industry
• Experience with launching ML products from ideation
• Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICL, etc.)
• Experience in deploying models into real-world environments

BIM / Revit Engineer

Location: Singapore

Employment Type: Full-Time, Office & Site-Based

About the Role

We are seeking an experienced BIM / Revit Engineer to join our engineering team. The role focuses on developing and managing BIM models, supporting design coordination, and integrating digital engineering workflows. Candidates with strong hands-on skills in 3D scanning, Revit modeling, and site-based BIM execution are highly encouraged to apply.

Key Responsibilities

· Develop and manage Revit models for MEP, architectural, structural, and process systems.

· Convert 3D laser scans of existing facilities into Revit models for design and coordination.

· Carry out site checking and verification to ensure BIM models reflect actual conditions.

· Monitor site progress and update models to capture construction changes.

· Produce and deliver accurate as-built drawings from coordinated BIM models.

· Perform BIM-based analysis, including exhaust pressure loss calculations and airflow studies.

· Prepare Bill of Quantities (BOQ) and data extraction directly from BIM models.

· Conduct clash detection, coordination reviews, and model validation.

· Maintain BIM execution plans, modeling standards, and data accuracy.

· Collaborate with engineers, contractors, and site teams to integrate updates and resolve conflicts.

· Provide visualization models and as-built BIM deliverables to support client handover.

Requirements

· Formal BIM / Revit certification or training (ITE / Polytechnic / Professional BIM courses).

· Minimum 5 years of practical experience in BIM/Revit modeling for MEP or building services projects.

· Strong skills in Autodesk Revit, Navisworks, AutoCAD; BIM360 or equivalent collaboration tools a plus.

· Experience in 3D scan-to-BIM conversion of existing facilities is highly advantageous.

· Ability to carry out exhaust/duct pressure loss calculations using BIM tools.

· Proven experience in quantity take-off / BOQ preparation from BIM models.

· Strong experience in site checking, monitoring progress, and producing as-built drawings.

· Familiarity with Singapore BIM standards (BCA, SS CP83, ISO19650) preferred.

· Experience with data exchange platforms (preferably BIM360 Docs and BIM360 Collaborate Pro) for storage and exchange of design information, including design reviews, markups, comments, 2D drawings, and 3D CAD model viewing.

· Good communication and teamwork skills to work in multi-disciplinary project teams.

What We Offer

· Opportunity to work on semiconductor, cleanroom, and high-tech facility projects.

· Exposure to advanced BIM workflows, 3D scanning, and digital twin applications.

· Career progression into BIM Coordinator / BIM Manager roles.

· Structured training and continuous upskilling.

· Competitive salary package with project allowances.

Interested applicants are invited to apply directly at the NUS Career Portal. Please note your application will only be processed if you apply via NUS Career Portal.

NUS Career Portal link: https://careers.nus.edu.sg/job/Research-Fellow-%28Cancer-Science-Institute%29/33300-en_GB/

We regret that only shortlisted candidates will be notified.

Job Description

The Research Fellow will have opportunities to work with well-characterised clinical samples, state-of-the-art laboratory platforms, and an extensive network of local and international collaborators while contributing to high-impact publications and future clinical translation.

Key Responsibilities

• Design, plan, and execute independent research projects aligned with the laboratory's scientific objectives.
• Investigate mechanisms by which DNA damage and DNA repair defects influence innate and adaptive immune responses in cancer.
• Study immunogenic cell death, cytosolic nucleic acid sensing pathways, and tumour immune microenvironment modulation following genotoxic chemotherapy.
• Develop and optimise molecular and cellular assays related to DNA repair, immune activation, and cancer biology.
• Perform and interpret experiments using cell line models of epithelial and lymphoid malignancies.
• Apply quantitative microscopy and histopathological imaging techniques to investigate immune modulation pathways in human tumour samples.
• Analyse and interpret complex experimental datasets using appropriate statistical and computational approaches.
• Collaborate with clinicians and translational researchers to analyse patient-derived clinical specimens and develop clinically relevant biomarkers.
• Contribute to the design and evaluation of novel chemotherapy-immunotherapy combination strategies.
• Prepare manuscripts for publication in peer-reviewed journals and present findings at scientific conferences.
• Assist in preparing research grant applications and progress reports.
• Mentor graduate students, research assistants, and junior laboratory members where appropriate.
• Contribute to laboratory management, protocol development, and maintenance of high standards of scientific integrity and research compliance.
• Foster a collaborative, respectful, and inclusive research culture.

Qualifications

• PhD in Cancer Biology, Immunology, Molecular Biology, Cell Biology, Biomedical Sciences, Genetics, or a related discipline.
• Strong publication record in peer-reviewed scientific journals.
• Demonstrated expertise in one or more of the following:DNA damage response and DNA repair biologyCancer immunologyMolecular and cellular biologyImmunofluorescence and quantitative microscopyFlow cytometryCRISPR/Cas9 genome editingGenomic and transcriptomic analysesCancer cell culture and functional assays
• Experience working with animal models and/or human clinical specimens would be advantageous.
• Familiarity with bioinformatics or computational analysis of biological datasets is desirable.
• Excellent scientific writing, presentation, and communication skills.
• Ability to work both independently and collaboratively within multidisciplinary teams.

Interested applicants are invited to apply directly at the NUS Career Portal. Please note your application will only be processed if you apply via NUS Career Portal.

NUS Career Portal link: https://careers.nus.edu.sg/job/Research-AssistantAssociate-%28QC-Analytical-Chemist%29/28267-en_GB/

We regret that only shortlisted candidates will be notified.

Job Description

The National University of Singapore invites applications for Research Assistant/ Research Associate (QC Analytical Chemist) in the Department of Clinical Imaging Research Centre (CIRC) Yong Loo Lin School of Medicine. CIRC is a dedicated molecular imaging research centre. It is equipped with on-site capability for the preparation of PET radiopharmaceuticals in a state-of-the-art GMP-certified facility. CIRC is positioned to support both academic and commercially led clinical research programs, with dedicated clinical imaging facilities area advanced modalities of PET-CT and PET-MRI. For more details on what we do, do visit https://medicine.nus.edu.sg/circ/. Appointments will be made on a two-years contract basis with the possibility of extension.

Purpose of the post

The QC Analytical Chemist will be responsible to, and work closely with Head of QC, to ensure the successful and safe release of radiopharmaceuticals manufactured at CIRC. The QC Analytical Chemist’s principal role will be to perform all quality control tests required by pharmacopeia. Alongside with maintaining the inventory of raw materials, maintenance of equipment and all the necessary documentation required for the QC laboratory in compliance to PIC/S GMP.

Main Duties and Responsibilities

The QC Analytical Chemist will be responsible for:

• Performing routine QC release testing (HPLC, GC, radioTLC etc) on radiopharmaceutical to ensure quality and safe for clinical use in compliance with PIC/S GMP requirements.
• Support routine QC operations such as daily equipment checks, monthly standard calibration, documentation activities.
• Conducting routine microbial testing activities such as microbial plate incubation, sterility testing, bioburden testing, etc and liaising with third party contractors if required.
• Managing raw materials, including inventory control, purchasing, receipt and status tracking of raw materials.
• Developing and validating QC test methods for the radiopharmaceutical QC release testing.
• Assisting in preparation and maintenance of Standard Operating Procedures (SOPs), Work Instructions (WIN), Recordsheets (REC), etc and fill in Batch Manufacturing Records (BMR).
• Supporting in the managing of equipment in the QC and Metabolite laboratories, including qualification, operation, maintenance, cleaning, calibration and re-qualification activities.
• Supporting Production in Research & Development activities when required.
• Maintaining cleanliness and housekeeping within QC laboratories, raw material storage areas, and the cyclotron facility.
• Handling chemical and biohazard waste disposal activities for QC department in accordance with safety and regulatory requirements.
• Adhering to the university’s safety and health policies and guidelines.
• Performing environmental monitoring activities in cleanroom facilities, including environmental and airborne particle sampling, when required
• Undergoing cross-training to support routine radiopharmaceutical manufacturing activities in Production, where necessary.
• Any adhoc duties assigned in support of departmental and operational needs

Physical Demands and Work Environment

Personnel should be comfortable with:

• exposure to radiation when handling radioactive samples.
• handling of chemicals for QC testing (flammables, acids, and bases).
• Handling chemical and biohazard waste
• Occasion lifting heavy objects such as lead shield containment (lead pots)
• Comfortable with routine and repetitive work
• Standard working hours with occasional overtime

Qualifications

The applicant should:

(a) Have a minimum of BSc degree in Chemistry, Biochemistry, pharmacy or a related field;

(b) Good knowledge and experience on GMP (Good Manufacturing Practice) or GLP (Good Laboratory Practice);

(c) Preferably hands-on experience with operating and maintaining analytical instruments such as HPLC, GC, and also aseptic isolator for sterility testing.

(d) Have good analytical processing skills, as well as,

(e) Have good critical thinking and proactiveness at work

Remuneration will be commensurate with the candidate’s qualifications and experience.

Formal application: Please submit your application, indicating current/expected salary, supported by a detailed CV (including personal particulars, academic and employment history, complete list of publications/oral presentations and full contacts of three (3) referees to the NUS Career Portal.

We regret that only shortlisted candidates will be notified.

Key Responsibilities

1. Financial Reporting and Month-End Closing

• Manage the full set of accounts for assigned legal entities, including accounts receivable, accounts payable, general ledger, bank transactions and month-end closing.
• Prepare monthly financial statements, account schedules and management reports accurately and within the required timelines.
• Perform monthly bank reconciliations and balance sheet account reconciliations, and ensure outstanding items are investigated and cleared promptly.
• Prepare and review month-end accruals, provisions and prepaid expense amortisation.
• Review manual journals and invoices to ensure they are valid, properly supported and appropriately authorised before posting.
• Support financial reporting, business performance analysis and management of financial results.

2. Revenue, Cost and Project Financial Management

• Prepare weekly reports comparing billed revenue against monthly forecasts, analyse variances and follow up with relevant stakeholders.
• Monitor project costs, financial progress, budgets and forecasts.
• Maintain a thorough understanding of the financial status of ongoing projects, service contracts and customer orders.
• Provide financial input and participate in weekly project review meetings.
• Create sales orders and issue accounts receivable invoices accurately and promptly.

3. Accounts Payable and Payments

• Process accounts payable invoices and ensure that all supporting documents and approvals are complete.
• Prepare monthly payment listings and coordinate with shared-service teams to process payments according to the payment schedule.
• Process employee expense claims and arrange payments on a weekly basis.
• Reconcile supplier statements against accounts payable records and follow up with suppliers on discrepancies.
• Process urgent or manual bank payments when required.
• Monitor bank balances across different currencies and arrange fund transfers where necessary.

4. Tax, Audit and Compliance

• Prepare quarterly GST submissions, including the relevant supporting schedules and documentation.
• Maintain complete and properly organised GST records and supporting documents.
• Liaise with tax advisers and auditors and provide support during GST and other tax audits.
• Calculate quarterly corporate income tax provisions and record the relevant accruals.
• Act as the primary finance contact for external auditors and coordinate the preparation of audit schedules and supporting documents.
• Ensure compliance with applicable accounting standards, tax requirements and internal financial policies.

5. Other Responsibilities

• Support finance-related initiatives and projects led by the headquarters.
• Assist in improving accounting processes, internal controls and reporting efficiency.
• Perform other finance and accounting duties as assigned.

Requirements:

• Bachelor’s degree in Accounting, Finance or a related discipline.
• At least 7 years of relevant accounting and finance experience, including hands-on experience managing a full set of accounts.
• Professional accounting qualification such as ACCA, CA Singapore or an equivalent qualification is preferred.
• Strong knowledge of accounting principles, financial reporting, taxation, audit and internal controls.
• Experience with Oracle or other major ERP systems is preferred.
• Proficiency in Microsoft Excel and financial reporting tools.
• Strong analytical, problem-solving and organisational skills.
• Ability to manage multiple priorities and meet tight reporting deadlines.
• Excellent interpersonal and communication skills, with the ability to work effectively with internal and external stakeholders.
• Proficiency in written and spoken English and Chinese, as the role may involve communication with Chinese-speaking stakeholders.
• Experience working in a technology, artificial intelligence or fast-growing multinational company is preferred.

• Job description:

1. System hang、BSoD(Blue Screen of Death)、Black Screen issue analyze.
2. System compatibility and Stability issue clarify.
3. Cross function (BIOS、FW、EE、Power、Factory、QA) cooperation.

• Job Requirements:

1. Bachelor's degree or above in Electrical Engineering/ Computer Engineering/ Computer Science/ Information Management of related fields.
2. Minimum 1 year experience of PC industry.
3. This position will require communication with colleagues in Taiwan, so it will require communicating in both English and Mandarin.
4. Well understand x86 PC architecture.
5. Familiar with Microsoft Windows operation.
6. Have Microsoft windows and device driver knownledge study (ADK, WPA ETL).

Roles & Responsibilities

Job Summary
We are seeking an experienced and hands-on General Manager to oversee the overall operations, business performance, clinic management, marketing and administrative management of our clinic group. The successful candidate will work closely with the management team and clinic teams to ensure smooth daily operations, service excellence, compliance with internal procedures, business growth and brand development.

This role is suitable for a candidate with strong leadership skills, healthcare or clinic operations experience, marketing and business management exposure, and the ability to manage both operational and business priorities in a fast-paced environment.

Key Responsibilities

Operations Management

• Oversee the day-to-day operations of the clinic group to ensure smooth and efficient workflow.
• Work closely with clinic managers, doctors, therapists, nurses, front desk and administrative teams.
• Review and improve clinic processes, patient flow, appointment scheduling and service standards.
• Ensure clinics are properly staffed, equipped and maintained for daily operations.
• Monitor operational issues and resolve matters promptly and professionally.
• Coordinate with supervisors and team leads to ensure proper supervision, reporting and operational support across the clinic group.

Business, Marketing and Performance Management

• Support the management team in driving business growth, revenue targets, marketing plans and service performance.
• Monitor clinic performance, sales reports, patient feedback, marketing results and operational KPIs.
• Assist in developing and implementing marketing strategies to improve clinic visibility, patient engagement and brand positioning.
• Identify areas for improvement and implement suitable action plans.
• Assist in planning and executing business strategies for clinic expansion, service improvement and customer retention.
• Review cost control, manpower planning and resource allocation to improve efficiency.
• Support long-term business planning and organisational development for the clinic group.

People Management

• Lead, guide and motivate clinic staff to achieve operational, service and business goals.
• Support recruitment, onboarding, training, staff performance review and manpower planning.
• Handle staff matters in a fair and professional manner.
• Promote teamwork, accountability and a positive working culture across the clinic group.
• Work with supervisors and department leads to strengthen staff performance, service quality and operational standards.

Customer Service and Patient Experience

• Ensure a high standard of patient care, customer service and professional conduct.
• Review patient feedback and complaints, and follow up with appropriate service recovery actions.
• Work with the team to improve patient experience and service quality.
• Ensure front-line staff maintain professional communication with patients and visitors.

Compliance and Administration

• Ensure clinic operations comply with company policies, regulatory requirements and relevant healthcare standards.
• Maintain proper documentation, reporting and administrative records.
• Liaise with external vendors, suppliers, service providers and relevant authorities when required.
• Support management in audits, inspections, licensing matters and internal compliance reviews.
• Ensure proper reporting to management on clinic operations, manpower, business performance and marketing-related matters.

Career Development

• The successful candidate will be given the General Manager title and will have opportunities to take on broader leadership responsibilities as the clinic group grows.
• The role may provide progression opportunities towards senior management or executive-level responsibilities, subject to business needs, individual performance and management’s assessment.

Requirements

• Degree in Business Administration, Healthcare Management, Operations Management, Marketing or a related discipline.
• Minimum 5 to 8 years of relevant management experience, preferably in healthcare, medical, aesthetic, wellness, hospitality, retail or service-related industries.
• Prior experience managing clinic operations, multi-outlet operations, marketing or business development will be an advantage.
• Strong leadership, communication and problem-solving skills.
• Able to manage teams, operational matters, marketing activities and business priorities independently.
• Good understanding of customer service standards, operational efficiency and business performance.
• Able to work in a fast-paced environment and handle confidential matters professionally.
• Proficient in Microsoft Office and comfortable with reports, data tracking and administrative systems.

Other Information

• Monthly salary is inclusive of AWS.
• Bonus or incentive, if any, will be subject to company performance and management’s discretion.
• Salary will be commensurate with qualifications and relevant experience.
• Candidates with relevant healthcare, clinic, aesthetic, marketing or service operations experience are encouraged to apply.

Interested candidates may apply via MyCareersFuture. Only shortlisted candidates will be contacted. Thank you.

Dorcas Tan

Recruit Inc Pte Ltd

Reg No: R1219821

EA Licence No: 14C7334

About Company

Founded in 2022, XG Tech is driving the future of smart vehicles. Its mission is to empower the digital transformation of automobiles, moving from distributed computing to a centralized, cross-domain platform.

XG Tech focuses on the intelligent cockpit—the next frontier of differentiation—while seamlessly integrating advanced driving systems. By reimagining cars as mobile living spaces, XG Tech aligns with the evolving trend of vehicles becoming the “third living space.”

Role Summary
As a Research Scientist (AutoResearch on LLM), you will focus on cutting edge AI-Driven AI development using Autoresearch(Automated MachineLearning) for Large Language Models (LLM). You will design and deploy automated research frameworks that autonomously discover. optimize, and train the next-generation LLM architectures. You will bridge the gap between hardware constraints and model design ensuring that the automatically optimized architectures achieve or exceed the pre-training efficiency and downstream performance of state of the art established base models

Key Responsibilities

• Design, build and scale automated search and optimization systems (Such as Neural Architecture Search, evolutionary algorithms, or LLM-driven research agents) to autonomously discover optimal LLM architectures
• Analyze and integrate hardware level constraints (e.g. tensor parallel limits, memory bandwidths, latency, cache hierarchies, FLOPs, and energy efficiency of target silicon) into the optimization loop
• Scale up discovered architectures to perform large-scale pre-training. Ensure the final models meet to exceed the performance, training efficiency, and convergence rate of existing top-tier foundation models
• Develop accurate, cost effective proxy task, evaluation protocols, and scaling laws to predict full-scale LLM performance from early-stage automated search limits
• Collaborate closely with chip architects, system/compiler engineers, and foundation model researchers to co-optimize hardware execution efficiency and model training algorithms
• Stay at the forefront of AutoML, hardware-software co-design, and LLM pre-training literature, contributing to peer-reviewed publications and IP generation where applicable

How will you stand out

• Master's or PhD degree in Computer Science, Electrical Engineering, Applied Mathematics, or a related quantitative field with a focus on Deep Learning
• Strong research background in LLM pre-training, Transformer architectures, and scaling dynamics
• Hands-on experience with AutoResearch, AutoML, automated optimization algorithms, or using AI agents/LLMs for automated scientific discovery
• Solid understanding of GPU/accelerator architectures, memory hierarchies, parallel training strategies(tensor, pipeline, data parallel) and hardware performance profiling
• Production grade coding skills in Python and deep learning frameworks (e.g. Pytorch, JAX, Megatron-LM, Deepspeed).
• Demonstrated experience in training, scaling and evaluating large scaling models from scratch
• Having first author publications in top tier machine learning or system conferences (e.g. NeurIPS, ICML, ICLR, ASPLOS, ISCA, MLSys) is preferred
• Experience writing custom kernels (e.g. Triton, CUDA) or working with machine learning compilers are preferred
• Direct experience working with silicon/chip design teams to customize model architectures for specific ASIC/GPU/FPGA constraints.
• Experience building self improving AI Loops or automated coding research assistants

XG Tech is committed to providing equal employment opportunities by country, state, and local laws. XG Tech does not discriminate against employees or applicants based on conditions such as race, color, gender identity and/or expression, sexual orientation, marital and/or parental status, religion, political opinion, nationality, ethnic background or social origin, social status, disability, age, indigenous status, and union.