Total 2,224 Information Technology job vacancies

Key Responsibilities:

·       Lead the technical planning and delivery of IT infrastructure projects including system upgrades, migrations, new deployments and vendor coordination.

·       Drive continuous improvement of IT infrastructure across servers, networks and cloud platforms to enhance reliability, performance, security and scalability.

·       Serve as the escalation point for complex IT infrastructure issues, and provide hands-on technical guidance and mentoring to Systems Engineers.

·       Partner with departments and ministries to deliver the IT infrastructure needed for high-demand and large-scale church initiatives and events.

·       Support colleagues with day-to-day IT requests and work closely with vendors to ensure routine maintenance, deployments and system upkeep are carried out well.

Skills/Qualifications

o  Experience in Windows Server OS, virtualisation platforms (e.g., Nutanix), and cloud environments (Microsoft Azure, Microsoft 365 or AWS), including infrastructure and cloud platform architecture design.

o  Strong knowledge of networking fundamentals including routing, switching, VLANs, firewalls and VPN — familiarity with cloud-managed networking platforms like Cisco Meraki and web security tools like Cloudflare.

o  Experience in infrastructure security including OS and network hardening, patch management, vulnerability remediation and endpoint protection like CrowdStrike.

o  Experience implementing backup, disaster recovery and cloud storage solutions, including recovery planning, testing anddocumentation.

o  Core IT infrastructure services including Active Directory, DNS, DHCP, enterprise email platforms, and storage technologies suchas SAN and NAS.

o   Strong analytical and troubleshooting skills, good communication with both technical and non-technical colleagues, and a collaborative, service-oriented approach to work.

Job Description

• To design, develop and implement software solutions for BMS system including chiller systems, HVAC, security, fire alarm and etc.
• To design P&ID diagram
• To collaborate with engineering team to gather requirements and specification of BMS
• To write, debug and test the code to control and integrate with the existing BMS system 
• To monitor, troubleshoot and resolve the BMS related issues
• To develop and maintenance manuals of the developed BMS system including codes, logic diagrams and system configurations

Job Requirements

• Bachelor's degree in Mechanical, Electrical, or Energy related Engineering
• Minimum 5 years experience in the development of BMS for Chiller plants
• Proven track record of the successful delivery of projects
• Strong technical skills and knowledge of industry best practices, standards, and regulations related to Chiller plants
• Excellent communication skills, both written and verbal, with the ability to present technical information to non-technical stakeholders
• Possess the ability to use data insights to drive system performance improvements
• Possession of Niagara N4 certification is an added advantage, and having experience in BMS programming with Niagara framework and PLC control

Responsibilities

• Develop secure and scalable backend system to serve millions of global users
• Implement high quality coding standards in order to deliver readable, stable and maintainable systems
• Work closely with teammates and help each other to grow through the form of code review, regular sharing sessions and project retrospectives, etc.
• Analyze requirements wisely and solve difficult problems across the stack
• Conduct technical research and propose pragmatic ways to improve tech stack for long-term engineering initiatives
• Follow and constantly improve development process

Requirements

• A degree in Computer Science, Financial technology , Information Technology or related fields
• Interested in building first-class product with talented teammates to solve challenging real world financial industry problems
• Embrace open source community and willing to give back for everyone’s good
• Capable to pick up various technologies, a fast learner and have a “get things done” mentality
• Humble to embrace better ideas from others, eager to make things better, open to challenges and possibilities
• Familiar with iterative product development style
• With 1-2 years of working experience

Exciting opportunities:

• Mobile Developer
• Web/Frontend Developer
• Backend Developer
• Full Stack Developer
• Quantitative developer
• Data Engineer

Key Responsibilities

Integration & Workflow Engineering

• Analyse and re-platform existing workflow-based integrations from one platform to another while maintaining functional parity.
• Implement orchestration logic including triggers, conditional routing, retries, exception handling, and state management.
• Design and implement automation patterns to handle platform limitations (e.g., looping, batching, pagination, throttling).
• Ensure workflows are idempotent, fault tolerant.
• Support environment-based deployments (DEV / UAT / PROD) with configuration-driven designs.

Data Engineering & ETL

• Design and build ETL pipelines for ingesting flat files (e.g., CSV) into relational databases.
• Handle schema validation, basic schema evolution, data quality checks, and error reconciliation.
• Optimize data ingestion for performance, scalability, and reliability.
• Collaborate with application teams to understand upstream and downstream data dependencies.

Cloud & Big Data Platform Contributions

• Build and maintain data pipelines on cloud-based big data platforms using distributed processing frameworks.
• Contribute to Lakehouse-style data storage that supports both batch and streaming data.
• Work with modern table formats that support incremental processing, versioning, and historical queries.
• Support use cases such as append-heavy datasets, high-write event data, and analytical queries.

Operations, Quality & Observability

• Implement logging, monitoring, and alerting for workflows and data pipelines.
• Support operational readiness including runbooks, deployment procedures, and rollback strategies.
• Participate in root-cause analysis and continuous improvement of data pipelines.
• Ensure adherence to data governance, security, and compliance standards.

Required Skills & Experience

Technical Skills

• Strong experience with workflow orchestration / integration platforms.
• Solid understanding of ETL concepts and hands-on experience with file-based ingestion.
• Proficient in SQL and working knowledge of relational databases (e.g., SQL Server or equivalent).
• Experience with distributed data processing frameworks (e.g., Spark).
• Familiarity with streaming and batch data processing concepts.
• Practical experience with cloud platforms and managed data services.
• Understanding of CI/CD principles for data and integration workflows.

Programming & Automation

• Experience with scripting or programming languages commonly used in data engineering (e.g., Python).
• Ability to build reusable utilities for batching, retries, pagination, and error handling.
• Experience with REST APIs and structured data formats (JSON, CSV).

Desired (Good to Have)

• Exposure to modern Lakehouse table formats supporting incremental processing and time travel.
• Experience with stream processing engines (e.g., Flink or Spark Streaming).
• Familiarity with query engines used for analytical access.
• Experience working in regulated environments (banking, financial services, or manufacturing).
• Knowledge of data observability and quality frameworks.

Experience Level

• Typically, 3–5 years of relevant experience in data engineering, integration engineering, or similar roles.
• Proven ability to work independently on moderately complex problems while collaborating within a larger team.

Soft Skills & Competencies

• Strong analytical and problem-solving skills.
• Ability to understand existing systems and translate requirements into working solutions.
• Clear communication with technical and non-technical stakeholders.
• Detail-oriented with a focus on reliability and maintainability.
• Comfortable working across multiple teams and applications.

We are looking for System Engineers to join the team! They will be responsible for supporting the system team in all aspects of the development, testing and implementation of in-house integrated solutions. Project phases involved include design reviews, lab setup, factory acceptance test, installation, checkout, integration and on-site acceptance test, training and documentation.

Support System Lead in system design, system documentation, development and project delivery

Formulate / revise specifications for purchase of IT equipment (e.g. servers, switches) and software, ensure successful and timely delivery by contractor

Plan, manage and perform system equipment installation

Perform system OS and software installation, configuration

Perform OS hardening according to security guidelines

Plan and conduct system acceptance tests with customer, prepare acceptance test reports

Support integration testing

Provide support during project phase and system warranty period

Prepare operator manuals and assist in conduct of user training

Job Responsibilities:

• Plan and undertake scheduled preventive maintenance tasks.
• Develop and enhancement of Preventive Maintenance equipment checklists for Enterprise Network and UPS System.
• Perform the preventive maintenance by following PM checklist for functional checks, health checks at Clients’ premises.
• Perform basic equipment break-fix during preventive maintenance windows when required.
• Carry out basic troubleshooting, minor repair for IT enterprise products.
• Prepare preventive maintenance documentation for submission.
• Record and report equipment failure discovered during the preventive maintenance cycle.
• Provide maintenance and support for Customers' Enterprise IT Network Services.
• Perform break-fix which include troubleshooting and problem identification for any network services.
• Develop test cases and conduct proof of concept tests on new software and hardware prior to upgrade/deployment.
• Perform the role of Project Lead / Coordinator in project management for small to medium size projects or Service Requests.
• Work closely with Service Delivery Manager to fulfil deliverables, service report and operational request.
• Establish TAC cases with the principal vendor for complex problem until resolution.

Job Requirements:

• Good technical skills in engineering, computer and IT systems, and preferably in network. Preferably with good knowledge in any of the following areas:
• Enterprise Network products/solutions: Cisco/Alcatel Switches/routers, wireless link controller, etc.
• Network Monitoring: SolarWinds, Cisco Prime Infras, Alcatel Omni-Vista.
• Network Appliances based: Microsemi NTP Server, F5.Knowledge in ITIL processes and framework.
• CCNA / CCNP highly preferred
• Ability to engage external stakeholders to resolve site issues.
• Highly motivated and self-driven to complete assigned tasks with limited resources and tight schedule.
• Able to handle complex technical challenges and different groups of users and external vendors.
• At least 3 years of experience with successful track record in maintaining large scale IT infrastructure for Government related agencies.
• Excellent communication and interpersonal skills, with the ability to work well at all levels.
• Able to work flexible hours especially during after-office hour for scheduled maintenance windows, if required.
• Possess strong analytical skills with positive attitude.
• Required to have minimum 3 – 5 years of hands-on network technical support experience in SI Environment.
• Hands-on Experience working with LAN/WAN/WLAN which include
• Cisco Wireless, Routers, Catalyst and Nexus Switches, Firepower, IPS/IDS, ISE, ASA, ESA, WSA, SMA
• Alcatel Wireless and Omni Switch
• Arista Switches and Cloudvision
• Fortinet, Checkpoint and Palo Alto Firewalls
• SolarWinds NPM/NCM/NTA, F5 LTM and Aruba ClearPass

• Fast-paced environment
• Proven analytical and problem-solving abilities.
• Highly self-motivated and directed, with keen attention to detail.
• Experience working in a team-oriented, collaborative environment.
• Good communication and writing skills.
• Strong customer service orientation.
• Able to work in 24 x 7 standby duties

Work location: Jurong East

Job Description

• Mobile Architecture &Development: Design, build, and maintainhigh-performance, reusable, and reliable native Android applications using Kotlinand Java.
• Backend Integration: Develop, optimize, and maintain scalable backend services andserverless components using Java Spring Boot and AWS Lambda tosupport mobile application features.
• Cross-Platform Engineering: Leverage Flutter and Dart when necessary to build,maintain, and support cross-platform initiatives and multi-modulearchitectures.
• Technical Leadership &Mentorship: Act as a technical anchor or team leader.Study system requirements, break down technical specs, estimate timelines,assign tasks, and conduct rigorous code reviews to maintain high code quality.
• Production Support &Analytics: Manage end-to-end production support,monitor app health, and diagnose system issues using observability tools like Splunkand Firebase.
• CI/CD & DevOps: Configure, optimize, and manage automation pipelines using GitLabCI/CD, CircleCI, or Jenkins to ensure seamless deploymentworkflows.

Job Requirements

• Bachelor’s Degree in Computer Engineering, Computer Science, Informatics, Software Engineering, or a related technical discipline, coupled with a minimum of 8 years of hands-on experience delivering enterprise-scale software solutions and providing technical leadership within Agile engineering teams of 6–12+ members.
• Advanced expertise in native Android application development utilizing Kotlin and Java, with deep proficiency in modern architectural patterns (MVVM/Clean Architecture), Dependency Injection frameworks (Dagger2/Hilt), Reactive Programming (RxJava/RxAndroid), concurrency management, performance optimization, and local persistence technologies including Room and SQLite.
• Strong cross-platform mobile engineering capabilities using Flutter and Dart, with proven experience implementing scalable, maintainable application architectures, advanced state management patterns (BloC), reusable component libraries, and CI/CD-driven mobile delivery pipelines.
• Extensive backend and cloud engineering experience in designing, developing, and deploying cloud-native, microservices-based applications using Java Spring Boot, AWS Lambda, RESTful and GraphQL APIs, event-driven architectures, and distributed system design principles.
• Demonstrated expertise in cloud data platforms and integration technologies, including Firebase Firestore, Firebase Realtime Database, API security frameworks, authentication and authorization mechanisms, automated testing using Espresso and Mockito, and end-to-end software quality assurance practices.
• Possesses exceptional analytical, troubleshooting, and technical leadership capabilities with a proven track record of resolving complex asynchronous system issues, optimizing application scalability and reliability, and collaborating effectively with cross-functional stakeholders to deliver high-quality, product-focused digital solutions.

Interested candidate please click "APPLY" to begin your job search journey and submit your CV directly through the official PERSOL job application platform - GO Mobile.

This is in partnership with Employment and Employability Institute Pte Ltd (“e2i”). e2i is the empowering network for workers and employers seeking employment and employability solutions. e2i serves as a bridge between workers and employers, connecting with workers to offer job security through job-matching, career guidance and skills upgrading services, and partnering employers to address their manpower needs through recruitment, training and job redesign solutions. e2i is a tripartite initiative of the National Trades Union Congress set up to support nation-wide manpower and skills upgrading initiatives. By applying for this role, you consent to e2i’s PDPA.

By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOL Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolsingapore.com/policies . You acknowledge that you have read, understood, and agree with the Privacy Policy.

PERSOL Singapore Pte Ltd

• RCB No. 200007268E • EA License No. 01C4394

• EA Personnel Reg.No. R23118145 (Siow Ee Sheng)

Job Description

• Industry/ Organization Type: MNC Industrial Electrical Technical Solutions Provider
• Position Title: Technical Sales Engineer
• Working Location: Central – Toa Payoh
• Working Hours: 5 days / Monday to Friday: 8.30 am-5.30 pm
• Salary Package: Up to SGD 4500 + Performance Bonus
• Duration: Permanent

Key Responsibilities

• Analyze clients’ technical requirements and recommend tailored solutions
• Craft and deliver engaging technical presentations, product demos, and proposals
• Lead pre-sales activities, including site visits, technical inquiries, and tender submissions
• Collaborate with engineering and product teams to develop customized applications and support
• Provide post-sales technical assistance and conduct training sessions as needed
• Oversee major accounts including international conglomerates, government bodies, and top consulting firms
• Support regional branches in business development and marketing initiatives

APPLY NOW!!!

• Diploma in Electrical/Mechatronics/Electronic/Mechanical Engineering
• Min. 1 year of working experience in related field
• Experience in power systems, UPS, or related sectors is a plus
• Training is provided to inexperience candidate
• Ability to read and interpret technical drawings, specifications, and schematics
• Proficiency in Microsoft Office, AutoCAD, or other relevant engineering software is an advantage
• Willingness to travel for client meetings and site visits

Kindly apply through ANY of the following methods:

• Submit your application by clicking the APPLY button;
• Email your resume to Job@anradus.com.sg. Please indicate #77201 on the email subject.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend continuing your job search to maximize your opportunities.

Anradus Pte Ltd | EA License No. 20C0161 | Angel Lim | EA Reg No.: R1769781

Job Description

• Industry/ Organization Type: Supply of Environmental Systems
• Position Title: Sales Engineer (Industrial Equipment / Technical Solutions)
• Working Location: Boon Lay
• Working Hours: 5 days (Monday-Friday, 8:45AM-6:15PM)
• Salary Package: Basic Salary + Transport Allowance + Mobile Allowance + Performance Bonus
• Duration: Permanent

Key Responsibilities

• Achieve individual sales targets by managing the full sales cycle, including lead generation, follow-up, service delivery, and deal closure.
• Understand client requirements and assess equipment needs to prepare and deliver tailored sales proposals and technical presentations.
• Build and maintain strong relationships with clients, suppliers, and stakeholders to ensure ongoing collaboration and business growth.
• Provide after-sales support by assisting clients with equipment issues, recommending suitable materials, machinery, or replacement parts.
• Oversee daily activities to ensure project progress aligns with quality and performance goals.
• Implement sales strategies set by management to expand the company’s customer base and market reach.
• Collaborate with team members to gather information and prepare tender submissions.
• Continuously enhance product knowledge to introduce innovative technologies and value-added solutions to clients.
• Review and evaluate sales performance with management through regular updates on prospects, targets, and project timelines.
• Work closely with the Sales Manager to prepare periodic reports and communicate sales activities and project status to suppliers.
• Other ad-hoc duties as assigned.

APPLY NOW!!!

• Minimum Diploma in any engineering field
• Candidates with at least 1 years of Sales experience will be advantageous.
• Candidates without experience are welcome to apply as training will be provided.
• With prior experience with tender systems such as Gebiz
• With Class 3 Driving License

Kindly apply through ANY of the following methods:

• Submit your application by clicking the APPLY button;
• Email your resume to Job@anradus.com.sg. Please indicate #79979 on the email subject.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend continuing your job search to maximize your opportunities.

Anradus Pte Ltd | EA License No. 20C0161 | Angel Lim | EA Reg No.: R1769781

Job Description

• Industry/ Organization Type: Equipment Supplier
• Position Title: Software Engineer (C++/C#, Machine Automation)
• Working Location: West – Jurong East (Walking distance to the company from MRT)
• Working Hours: 5 days / Monday to Friday, 9am-6pm
• Salary Package: Up to SGD 5600 + Transport Allowance + AWS + Performance Bonus
• Duration: Permanent

Key Responsibilities

• Develop next-generation machines using C++/C# platforms and integrate cross-application functionalities.
• Design, develop, test, and maintain applications utilizing C#, .NET Core/.NET Framework.
• Participate in the complete software development lifecycle, including requirements gathering, specification, design, and construction, employing agile and object-oriented methodologies.
• Enhance existing codebases by developing new features and capabilities, as well as performing troubleshooting, root cause analysis, and correcting software errors.
• Collaborate with cross-functional teams, such as process and mechanical engineers, during code testing and debugging.

APPLY NOW!!!

• Min. diploma in Computer Engineering/Computer Science or equivalent
• Min.1 year of software development experience involving high-precision electromechanical components and systems
• Prior experience in the semiconductor industry is preferred
• Strong proficiency in C++, C#, .NET, and expertise in Object-Oriented Analysis and Design methodologies
• Hands-on experience in debugging and initializing prototype hardware/software systems, especially those interfacing with motion systems

Kindly apply through ANY of the following methods:

• Submit your application by clicking the APPLY button;
• Email your resume to Job@anradus.com.sg. Please indicate #76684 on the email subject.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend continuing your job search to maximize your opportunities.

Anradus Pte Ltd | EA License No. 20C0161 | Rachael Lee | EA Reg No.: R2093131

We Are Hiring!

Ready to use data, technology, and AI to solve real business challenges? Join Foragers as an Operations Data and AI Manager to help shape the future of our business through innovation, automation, and data-driven decision-making. We are looking for a highly analytical and solutions-oriented individual who will play a pivotal role in transforming how our business operates and scales.

Our Brand

Founded in 2018, Foragers has since been on an onward journey to introduce exceptional and one-of-a-kind hospitality concepts to Asia.

For more information about us, check out our website: https://foragers.com.sg/

What You'll Be Doing

1.Executive Reporting & Business Intelligence

• Develop and maintain executive dashboards across all outlets.
• Consolidate data from POS, accounting, procurement, inventory, and operational systems.
• Produce daily, weekly, and monthly performance reports.
• Analyze sales, profitability, labor, and food cost performance.
• Identify trends, anomalies, and improvement opportunities

2.Sales & Demand Forecasting

• Build forecasting models for sales and customer traffic.
• Predict outlet-level demand.
• Support staffing and purchasing decisions through forecasts.
• Monitor forecast accuracy and continuously improve models.

3.Inventory & Food Cost Optimisation

• Monitor inventory consumption across outlets.
• Identify unusual variances in stock usage.
• Detect potential wastage, over-ordering, and shrinkage.
• Recommend purchasing improvements.
• Work with operations teams to improve inventory controls.

4.Labor Productivity Analysis

• Analyze labor costs by outlet.
• Monitor productivity metrics.
• Support labor scheduling optimization.
• Recommend staffing adjustments based on demand forecasts.

5.AI and Automation Projects

• Implement AI tools to automate reporting and analysis.
• Build AI assistants for management and operational teams.
• Automate recurring administrative tasks.
• Improve SOP accessibility through AI-powered knowledge systems.
• Evaluate and deploy new AI technologies where appropriate.

6.Data Governance & Systems Integration

• Manage integrations between POS, accounting, procurement, and reporting systems.
• Ensure data accuracy and consistency.
• Create standardized KPI definitions.
• Maintain data quality across all business systems.

What We're Looking For

1.Education

• Minimum Bachelor's Degree in Information Technology, AI or related fields

2.Technical Skills

• Strong technical proficiency in data analytics, business intelligence platforms, reporting tools, workflow automation, API integrations, SQL, advanced Excel, and/or emerging AI technologies

3.Business Skills

• Strong analytical skills
• Financial understanding (P&L, margins, cost analysis)
• Inventory management knowledge
• Multi-outlet operations experience preferred
• Strong stakeholder management

Join a team responsible for building and enhancing mission-critical digital platforms that support high-impact public services. If you're passionate about software engineering, legacy modernisation, and driving digital transformation, this could be the opportunity for you.

What You'll Do

• Develop, maintain, and enhance enterprise applications across legacy and modern platforms.
• Design and implement new features while ensuring system reliability, scalability, and maintainability.
• Support modernisation initiatives including refactoring, API development, platform upgrades, and architectural improvements.
• Investigate production issues, perform root cause analysis, and contribute to system stability and resilience.
• Collaborate with cross-functional teams to deliver secure, high-quality software solutions.
• Leverage AI-assisted development tools responsibly to improve productivity while maintaining engineering quality and governance.
• Contribute to DevSecOps practices, testing, code reviews, and continuous improvement initiatives.

What We're Looking For

• Degree in Computer Science, Software Engineering, Information Systems, or a related discipline.
• 3–5 years of experience in software engineering, enterprise application development, or application support.
• Strong experience with Java, JavaScript, SQL/PLSQL, JSP, Shell Scripting, or similar technologies.
• Experience working with complex or legacy enterprise systems.
• Familiarity with APIs, databases, system integrations, CI/CD, and software delivery best practices.
• Strong analytical and problem-solving skills with a structured approach to troubleshooting.
• Excellent communication skills and the ability to work with both technical and business stakeholders.

Nice to Have

• Experience in legacy modernisation or technology migration projects.
• Exposure to Spring Boot, Angular, Oracle, Tomcat, WebLogic, IIS, AWS, or similar enterprise technologies.
• Knowledge of DevSecOps, observability, application security, or performance monitoring.
• Experience in regulated or high-availability environments.
• Practical experience using AI tools to accelerate software development responsibly.

Responsibilities:

• Requirements gathering;
• Design,implementation and testing of the software;
• Preparation and submission of deliverables throughout the software development lifecycles such as Business Rules, Software Requirement Specifications, Software Architecture Document, Design Specification, Interface Specifications, Source Codes, Testing Specification, Operation and Maintenance Manual, Training Manual and others documents as required in the standard adopted by the Authority;
• Assist the Authority with day-to-day application support issues; and
• Liaise with users on the requirement, design and testing issues

Qualifications & Requirements:

• Recognized degree in Electrical / Electronic Engineering / Computer Science or a relevant discipline;
• Been through at least one full Software Development Lifecycle;
• Experience in writing Requirements Specification, Use Cases, Design Documentation, object-oriented software design and UML modelling;
• Good knowledge and experience in C++ on Windows and/or Embedded (e.g. QNX,Vxworks, Linux etc) platforms
• Experience in multi-threading, socket programming and serial
• communication;
• At least 5 years' relevant experience in object-oriented software development;
• Strong analytical and problem-solving skills;
• Good written and verbal communication skills in English; and
• Self-motivated and a good team player.
• Added advantage if candidate is familiar with one or more of the following technologies:
• a. HTML /CSS / JavaScript / JSON
• b. Three-tier software architecture
• c. Database schema design and interfacing with ODBC, SQL query and MySQL
• d. Virtualization Technologies (such as hypervisors or containers)
• e. MQ/MQTT
• f. Secure Communications (e.g. FTPS, HTTPS,etc.)

Responsibilities:

• Data Infrastructure: Build, implement, and maintain scalable data pipelines and storage architectures.
• Data Quality: Maintain strong data integrity by ensuring reliability, consistency, and accuracy across all data processes.
• Performance Optimization: Enhance system efficiency by tuning data processing workflows and improving large-scale performance.
• Process Improvement & Mentoring: Strengthen data engineering practices while providing guidance and support to junior engineers.
• Cross-Functional Collaboration: Partner with business analysts, data scientists, and backend teams to deliver timely and actionable data solutions.

Qualifications:

• 5+ years’ experience in data engineering or backend roles, with strong programming skills in Python or Java/Scala.
• Hands-on experience with big data tools: Spark, Flink, Kafka, Airflow, and cloud platforms (AWS, GCP, Azure); proficient in SQL.
• Skilled in designing and maintaining data models, warehouses, and ETL/ELT pipelines for scalable, reliable systems.
• Knowledgeable in data quality, governance, security, and compliance best practices.

We regret only shortlisted candidates will be contacted. All applications will be handled confidentially. By submitting your application, you agree to the collection, use, retention, and disclosure of your personal information to prospective employers.

Wecruit Pte Ltd
EA License No: 20C0270
EA Personnel: Nyon Hock Sen (Aden)
EA Personnel Reg No: R24124070

We're looking for an analytical and detail-oriented Senior System Engineer to join our dynamic team in Singapore. In this role, you will be responsible for designing, implementing, and maintaining comprehensive system infrastructure that supports our enterprise operations. The ideal candidate will demonstrate exceptional organizational skills, innovative thinking, and a commitment to system reliability and performance. You will work collaboratively with cross-functional teams to ensure our infrastructure meets current and future organizational needs while maintaining the highest standards of security and efficiency. 

• Design, deploy, and manage enterprise system infrastructure across multiple environments, including on-premises, hybrid cloud, and cloud-native deployments 

• Administer and maintain Windows Server environments, Active Directory, Group Policy, and related infrastructure services 

• Manage virtualization platforms (VMware/Hyper-V) and optimize virtual machine performance and resource allocation 

• Monitor system performance, analyze metrics, and implement optimization strategies to ensure peak operational efficiency 

• Develop and maintain comprehensive backup and disaster recovery solutions to ensure business continuity and resilience 

• Implement and manage patch management processes, security updates, and system hardening procedures in compliance with organizational policies 

• Create and maintain PowerShell scripts, Infrastructure as Code (IaC) tools, and automation solutions to streamline routine administrative tasks 

• Troubleshoot complex system issues and provide technical support to resolve infrastructure problems with decisiveness and transparency 

• Collaborate with IT teams, security personnel, and stakeholders to ensure compliance with security policies, industry standards, and best practices 

• Participate in capacity planning, infrastructure upgrades, and technology assessments to support organizational growth and innovation 

• Document system configurations, procedures, architectural decisions, and best practices for knowledge management and team reference 

• Provide technical leadership and mentorship to junior team members, fostering a collaborative and supportive environment 

• Manage vendor relationships and evaluate emerging technologies to enhance system capabilities and efficiency 

Qualifications Required 

 Qualifications: 

• 8+ years of hands-on experience in system administration and infrastructure management 

• Strong expertise with Windows Server 2016/2019/2022 and Active Directory environments 

• Proficiency in virtualization technologies (VMware vSphere or Hyper-V) 

• Solid knowledge of DNS, DHCP, IIS, and file/print services 

• Experience designing and implementing backup and disaster recovery solutions 

• Proficiency in PowerShell scripting and automation 

• Knowledge of patch management and monitoring tools (SCCM, WSUS, or equivalent) 

• Understanding of cybersecurity best practices, system hardening, and compliance requirements 

• Experience in high-availability and disaster recovery environments 

• Strong analytical and problem-solving skills with the ability to troubleshoot complex infrastructure issues 

• Excellent organizational and documentation skills - Demonstrated ability to work collaboratively in team environments  

Preferred Qualifications: 

• Experience with cloud infrastructure platforms (Microsoft Azure, AWS, or Google Cloud Platform) 

• Familiarity with Infrastructure as Code (IaC) tools and practices 

• Knowledge of monitoring and logging solutions (ELK Stack, Splunk, Prometheus, or similar) 

• Experience with IT Service Management (ITIL) frameworks 

• Vendor management and technical leadership experience 

• Cross-platform system administration experience (Linux/Unix) 

• Network infrastructure and security knowledge 

• Relevant certifications such as Microsoft Certified: Windows Server Hybrid Administrator Associate, VMware Certified Associate, or equivalent 

• Experience with incident management and change management processes 

What’s in It for You?

Join an Industry Leader | MNC/Listed, Established & Respected
Competitive Salary: : Up to $5000+ AWS + Bonus
Work-Life Balance OR Work Schedule: 8 AM - 5.30 PM (Mon – Fri)
Work Location: Tuas (Shuttle service provided- Joo Koon Mrt)

Our client is seeking a System Field Engineer ( Radar ) to join their team!

Your Role, Your Influence:

Responsibilities:

• Install, configure, and commission cutting-edge systems at customer sites.

• Perform maintenance and troubleshooting to ensure optimal system performance and reliability.

• Provide technical support and training, delivering exceptional customer experiences.

• Diagnose and resolve hardware and software issues with minimal downtime.

The Ingredients for Success:

• Diploma, ITE, or Degree in Electronics Engineering or a related field.

• Experience in maintenance, troubleshooting, or technical support is preferred.

• Comfortable with field-based work, standby duties, and hands-on technical tasks.
  

Click Apply Now to upload your updated Resume/CV, and take the first step toward an exciting new career!

Only shortlisted candidates will be contacted.

Chong Zhe Hui

Registration No: R1984570

EA Licence no.: 14C7121

Join an agile, cross-functional team developing mission-critical digital platforms for the public sector. You will design and build secure, scalable, and reliable full-stack solutions, working across modern front-end and back-end technologies. This role offers broad technical exposure and growth opportunities for engineers who enjoy solving complex problems and delivering impactful solutions.

Key Responsibilities

• Design, develop, and deliver scalable full-stack applications, including front-end solutions using Next.js, Redux, and JavaScript/TypeScript, and backend services using Java, Python, or C++.
• Participate in Agile development activities, including sprint planning, development, reviews, and continuous improvement.
• Collaborate with QA, UI/UX, and DevOps teams to ensure high-quality, user-centric solutions.
• Develop and maintain unit and integration tests to support automated testing and CI/CD pipelines.
• Troubleshoot and resolve software defects and production issues.
• Conduct code reviews, maintain technical documentation, and follow secure coding practices.
• Support system integration and architecture initiatives where required.

Requirements

• 4–6 years of hands-on software development experience.
• Proficiency in at least one backend language: Java, Python, or C++.
• Experience building front-end applications with Next.js, Redux, and JavaScript/TypeScript.
• Strong understanding of RESTful APIs, object-oriented programming, and secure coding principles.
• Familiarity with Agile methodologies and tools such as Jira, GitLab, and Confluence.
• Experience with AWS, Azure, or real-time/IoT systems is an advantage.

Work location: Central / East

(EA Reg No: 20C0312)

Please email a copy of your detailed resume to qianyu@talentsis.com.sg for immediate processing.

Only shortlisted candidates will be notified.

Position Summary

As a Staff Software Engineer, you will lead the design and delivery of AI-driven solutions that enhance manufacturing efficiency and accelerate digital transformation, with a focus on Manufacturing Execution Systems (MES) for the semiconductor industry.

In this role, you will provide technical leadership across projects, drive system architecture and engineering best practices, and guide engineering teams in building scalable, high-performance systems. You will play a key role in shaping technical strategy, mentoring engineers, and ensuring the reliability and scalability of high-transaction manufacturing environments.

Key Responsibilities

• Lead the technical architecture and design of MES solutions and AI-driven applications to support semiconductor manufacturing operations.
• Translate complex business and manufacturing requirements into scalable system architectures, technical designs, and implementation roadmaps.
• Provide technical leadership across multiple projects or modules, ensuring alignment with engineering standards, best practices, and organizational goals.
• Design and oversee development of front-end and backend MES features, ensuring high quality, performance, and maintainability.
• Drive the adoption of CI/CD pipelines, automated testing, and DevOps best practices to improve development efficiency and system reliability.
• Lead system integration, performance optimization, and scalability improvements for high-throughput manufacturing environments.
• Guide the team in resolving complex technical challenges, conducting root-cause analysis, and implementing long-term solutions to improve system resilience.
• Establish and maintain technical documentation, architecture guidelines, runbooks, and operational procedures to ensure maintainability and auditability.
• Identify and manage technical and delivery risks, propose mitigation strategies, and provide recommendations to stakeholders.
• Drive initiatives to reduce technical debt and improve platform architecture, engineering standards, and development processes.
• Act as a key technical advisor and liaison between engineering teams, product stakeholders, delivery teams, and client SMEs to align technical solutions with business objectives.
• Mentor and coach engineers, supporting their technical growth and promoting knowledge sharing and best practices within the engineering team.
• Contribute to technology strategy, innovation initiatives, and continuous improvement efforts within the organization.
• Support production operations and incident management for critical systems when required.
• Perform any other duties assigned by the Company as and when required.

Qualifications & Skills

• At least a Degree in Computer Science, Software Engineering, or related discipline (or equivalent experience).
• Minimum 5 years of professional experience in full-stack Java development, preferably within the semiconductor manufacturing industry.
• Strong proficiency in Java technologies including Spring Boot, Spring MVC, JSF, Hibernate, and Object-Oriented Design (OOD).
• Experience with front-end frameworks such as React, Angular, or Vue.js, and core web technologies (HTML5, CSS3, JavaScript).
• Familiarity with RESTful API development and integration.
• Solid experience with SQL databases such as MySQL, PostgreSQL, Oracle, or DB2.
• Knowledge of version control systems like GIT.
• Demonstrates technical leadership and mentorship, owns delivery and operational reliability for assigned MES modules, enforces quality standards and test coverage, and proactively reduces technical debt while collaborating across Product and Delivery teams.
• Exposure to CI/CD pipelines and DevOps practices, and practical experience with automated testing (unit and integration).
• Familiarity with containerization and cloud deployment (Docker, Kubernetes, AWS/Azure) is a plus.
• Demonstrated experience in production support (incident RCA, MTTR reduction), monitoring, and runbook creation.
• Willingness to travel as needed.

We are seeking an experienced Telecommunications Engineer to support offshore and LNG-related projects, focusing on installation, commissioning, and maintenance of telecom and integrated systems.

This role is suited for a senior engineering professional with strong hands-on experience across telecom, electrical, and automation systems in marine or offshore environments.

Key Responsibilities

• Installation, testing, and commissioning of telecom systems including: PABX, IP Telephony (Cisco) CCTV, PAGA systems V-SAT and network infrastructure
• Support integration of telecom systems with electrical and automation systems
• Troubleshoot and resolve technical faults across telecom and IT networks
• Coordinate with vendors and project teams on upgrades and modifications
• Prepare technical documentation, reports, and commissioning records
• Support system upgrades, drydock activities, and offshore installations
• Ensure compliance with safety and operational standards

Requirements

• Degree in Electrical / Telecommunications Engineering or equivalent
• Minimum 15 years relevant experience in: LNG Vessel offshore / marine environments
• Strong technical knowledge of: Telecom systems (PABX, CCTV, PAGA, networks) Electrical and automation systems
• Experience with commissioning, upgrades, and system integration
• Familiar working in multinational environments
• Strong troubleshooting and communication skills

Preferred

• Experience with HV systems, automation platforms (ABB, Siemens, Kongsberg, Honeywell)
• Background as ETO / Telecom Engineer in LNG offshore vessel

Brunel International S.E.A Pte. Ltd. UEN No: 199603098R. EA License No: 16S8067 Reza Johannes - R1871121

About the company:

HRnetGroup is a leading talent acquisition group in Asia, with operations in 12 growth cities. Since inception in 1992, the Group has expanded organically within the professional recruitment and flexible staffing industries.

Our growth has been driven by a solid infrastructure of systems and processes as well as its organisational culture that cultivates diligence, breakthrough performance, and integrity.

HRnetGroup was listed on the Singapore Exchange in June 2017. In 2018, HRnetGroup won “The Enterprise Award” at the Singapore Business Awards, organised by The Business Times and DHL, in recognition of its profound influence on the recruitment scene in Singapore and the region.

• As a team member, you will be assigned various modules and features for maintenance and re-development as the team work to transit from its legacy HR system into a newer tech architecture.

• You will be required to apply your knowledge in backend development to create and maintain RESTful APIs via C# running on .NET Core.

• You will be required to work extensively with MS SQL Server using Entity Framework ORM.

• You will own the modules assigned to you and be responsible for support issues as well as enhancements to features.

• You will be given opportunities to interact and liaise with internal & external users as well as provide presentations (of new features/enhancements) & conduct trainings sessions.
  

Requirements:

• At least 7-10 years .NET C# development experience, majoring in Web technologies

• Experience with development of REST APIs a must

• Entity Framework and/or OR Mapping Framework experience

• Angular/VueJS/React development experience via TypeScript a plus

• Proficiency in English

• Able to work independently and in a team environment

ROLE / JOB SUMMARY:

The Snr/ Technical Service Engineer shall be responsible to lead and perform the Field Services and

manage the Project implementation of our Product and Solutions. He shall also be involved in the tender preparation for the Service function.

MAIN RESPONSIBILITIES AND TASKS:

• Attend project progress meetings with consultant, general contractor on technical service document submission.
• Perform and Manage installation, testing and commissioning, live cutover to site acceptance testing on our Products and Solutions during project implementation.
• Perform and Manage maintenance and support services including attending call-outs when activated.
• Conduct training for customer and internally to the service technicians in improving their skills and knowledge.
• Generate project and service documentation for tender submission.
• Conduct site assessment, generate proposal and cost sheet.
• Be point of contact on technical and quality improvement between the customer, internal team and regional office.
• Coordinate with customer and perform time & materials services or any ad hoc services upon instruction from Supervisor.
• Perform standby duties 24x7.

ADDITIONAL RESPONSIBILITIES AND TASKS, if appl.:

• Conduct training for the department periodically.
• Assist the manager to assess competency internally in the department and external contractors/ ASP.
• Generate project and service templates.

QUALIFICATIONS & QUALITIES:

• Diploma/ Degree in Electrical Engineering or relevant discipline.
• Experiences in Electrical, Power Supply, Energy Storage System (DC Chargers/ UPS/ Batteries and Mechanical such as Cooling, piping systems.
• Experiences in Controllers.
• Experiences in Data Centre is an advantage.
• Ability to read single-line and schematic diagrams.
• Possess IT networking knowledge.
• Possess valid driving license. Energetic and able to work at outdoor sites.

Job Description

• Industry/ Organization Type: Manufacturing
• Position Title: Technical Sales Engineer
• Working Location: Joo Koon
• Working Hours: 5 days (8am-5.30pm)
• Salary Package: Basic Salary $4,000 + Variable Bonus
• Duration: Permanent

Key Responsibilities

• Respond to customer inquiries via the portal or email.
• Download, update, and track customer product Bill of Material (BOM), drawings, specifications, and revisions.
• Prepare sales quotes, proposals, and tender documents during the request-for-quotation (RFQ) stage.
• Verify compliance with specifications before submitting proposals to customers.
• Calculate costs for materials, machining, cladding, and other related expenses for quotes.
• Ensure quotes are competitive and maintain a healthy profit margin.
• Follow up on proposals to secure orders from clients.
• Create and distribute a Sales Order Job Launch upon receiving purchase orders.
• Manage active sales orders and delivery schedules.
• Build and maintain good customer relationships to enhance satisfaction.
• Coordinate with other departments to compile and submit necessary documentation (e.g., pre-production, final product, concessions/non-conformances).
• Maintain positive communication with customers regularly.

APPLY NOW!!!

• Diploma or Bachelor's Degree in Mechanical Engineering or related field.
• Highly motivated and driven.
• Excellent interpersonal and communication skills.
• Team player with good analytical and problem-solving abilities.
• Capable of handling ad-hoc projects and multitasking.
• Proficient in MS Office tools.
• Knowledge or interest in oilfield components and equipment is a plus.

Kindly apply through ANY of the following methods:

• Submit your application by clicking the APPLY button;
• Email your resume to Job@anradus.com.sg. Please indicate #73467 on the email subject.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend continuing your job search to maximize your opportunities.

Anradus Pte Ltd | EA License No. 20C0161 | Angel Lim | EA Reg No.: R1769781

Job Description & Requirements

Position Summary

We are seeking a highly skilled Network Security Engineer with Subject Matter Expert (SME)–level expertise in AlgoSec Security Management solutions. The ideal candidate will have expert-level hands-on experience with AlgoSec firewall automation and integration with multiple firewall platforms including Palo Alto, Check Point, Cisco FTD, and FortiGate. This role also requires strong hands-on expertise with enterprise firewalls and will be responsible for firewall rule migrations, automation, and Day 2 operations support in the Network Security domain.

Key Responsibilities

- Serve as SME for AlgoSec, including design, implementation, customization, and ongoing optimization.
- Perform end-to-end firewall rule automation and policy management using AlgoSec.
- Integrate AlgoSec with multiple firewall platforms such as Palo Alto, Check Point, Cisco FTD, and FortiGate.
- Lead and execute firewall rule migrations between different firewall vendors.
- Provide Day 2 operational support for network security infrastructure with a primary focus on firewalls.
- Troubleshoot complex firewall and policy-related issues across heterogeneous environments.
- Collaborate with network, cloud, and application teams to support secure connectivity requirements.
- Ensure compliance with security policies, audit requirements, and industry best practices.
- Create and maintain technical documentation, SOPs, and operational runbooks.

Required Technical Skills

- Expert-level hands-on experience with AlgoSec Firewall Analyzer, Fire Flow, and AppViz (or equivalent modules).
- Strong hands-on expertise with Palo Alto and/or Check Point firewalls (SMElevel preferred).
- Experience working with Cisco FTD and FortiGate firewalls.
- Proven experience in firewall policy design, optimization, and cleanup.
- Strong understanding of network security concepts including ACLs, NAT, VPNs, and routing.
- Experience with firewall rule migration projects across multiple vendors.
- Familiarity with automation, APIs, and integration with ITSM tools is a plus.

Preferred Qualifications

- Industry certifications such as PCNSE,PCCSE, CCNP Security, Fortinet NSE, or AlgoSec certification.
- Experience supporting large enterprise or service provider environments.
- Exposure to cloud security platforms and hybrid network environments.
- Strong analytical, troubleshooting, and problem-solving skills.

Soft Skills

- Strong communication and stakeholder management skills.
- Ability to work independently and lead technical initiatives.
- Detail-oriented with a strong focus on operational excellence and security compliance.

Job Description & Requirements

Position Summary

We are seeking a highly skilled Network Reliability Engineer (NRE) with strong hands-on experience across hybrid and cloud network environments, including on‑premises data centers and AWS/Azure cloud platforms. The role focuses on reliability, availability, scalability, automation, and observability of network and security platforms using NRE/SRE principles, CI/CD practices, and deep API-driven integrations. Also has performed Network domain automation using Ansible Automation Platform

Key Responsibilities

• Own end‑to‑end reliability and performance of hybrid and cloud-connected network services.

• Apply Network Reliability Engineering(NRE) principles to reduce operational toil and improve service resilience.

• Design, implement, and continuously improve highly available hybrid and cloud network architectures.

• Perform deep technical troubleshooting and root cause analysis for complex network and security incidents.

• Build automation and self‑healing workflows supporting Day‑1, Day‑2, and Day‑N operations.

• Integrate infrastructure changes into CI/CD pipelines with proper testing, validation, and rollback.

• Define, monitor, and improve SLIs, SLOs, and error budgets for network services.

• Partner with cloud, security, application, and platform teams to meet business KPIs and KRAs.

Ansible :

· Develop, maintain, and optimize Ansible playbooks, roles, and inventories to automate network device configuration, deployment, and operational activities across multi-vendor environments. 

· Automate routine network tasks such as configuration management, backups, compliance checks, firmware upgrades, and provisioning to reduce manual effort and improve reliability. 

· Translate network SOPs, runbooks, and BAU activities into reusable Ansible-based automation workflows(Infrastructure-as-Code) for scalable and consistent execution. 

· Implement event-driven and self-healing automation by integrating Ansible playbooks with monitoring systems, APIs, and ITSM tools to enable automated remediation and faster incident resolution. 

· Ensure network consistency and compliance by using Ansible to validate device state, detect configuration drift, and enforce standardized configurations across network infrastructure. 

Hybrid, Cloud & Data Center Networking

• Hands‑on experience supporting Cisco ACI fabrics integrated with hybrid connectivity models.

• Strong working knowledge of Cisco IOS‑XE and Cisco NX‑OS in enterprise and data center environments.

• Experience managing Cisco Wireless LAN Controllers (WLC).

• Practical experience with AWS networking including VPC design, routing, security groups, NACLs, Transit Gateway, VPN, and Direct Connect.

• Practical experience with Azure networking including VNets, UDRs, NSGs, VPN Gateway, ExpressRoute, and Azure Firewall.

• Understanding of hybrid connectivity patterns such as internet, MPLS, site‑to‑site VPN, client VPN, and secure cloud access.

Network Security & Proxy Platforms

• Hands‑on experience with enterprise firewalls: Check Point, Palo Alto, and Cisco Firepower (FTD).

• Experience using Algo Sec for firewall policy lifecycle management and automation across hybrid and cloud environments.

• Strong expertise with proxy and secure web gateway solutions including Bluecoat ProxySG (SGOS), BMC, and CAS.

• Cloud‑delivered security experience with Zscaler ZIA, ZPA, and ZTNA supporting hybrid and remote access models.

Application Delivery & Traffic Management

• Hands‑on experience with F5 VELOSchassis.

• Strong expertise in F5 LTM, GTM, and APM modules.

• Experience designing resilient application delivery for on‑prem and cloud workloads.

Monitoring, Observability & Telemetry

• Hands‑on experience with Datadog for monitoring hybrid and cloud network services.

• Experience with Cisco DNA Center (DNAC)for assurance and network automation.

• Experience with Forescout for network visibility, device profiling, and compliance.

• Strong experience building dashboards and alerts using Prometheus and Grafana.

Automation, CI/CD & Engineering Skills

• Strong experience with Ansible for network and security automation.

• Hands‑on experience integrating GitHub for version control, peer reviews, and change traceability.

• Experience building CI/CD pipelines for infrastructure and network changes.

• Experience using REST APIs, SDKs, CLI tools, and GUIs to integrate network, security, and cloud platforms.

• Experience developing tools, services, or dashboards using Python and Django.

• Ability to implement Infrastructure as Code (IaC) and automated validation workflows.

Skills & Competencies

• Strong reliability engineering mindset with focus on automation and scalability.

• Proven experience operating production hybrid and cloud network environments.

• Excellent troubleshooting and analytical abilities.

• Ability to translate business KRAs into measurable technical reliability objectives.

• Strong documentation, collaboration, and communication skills.

Qualifications

• Bachelor’s degree in Computer Science, Information Technology, or equivalent experience.

• 7–12 years of experience across Network Engineering, Network Security, Cloud Networking, or NRE/SRE roles.

• Relevant certifications (CCNP/CCIE,AWS/Azure Networking, PCNSE, CCSA/CCSE, F5) are a plus.

Work Environment

This role includes on‑call rotations, participation in major incident response, CI/CD-driven change management, and collaboration with global teams supporting enterprise hybrid and cloud network platforms.

Drive feature delivery and reliability for OpenWrt-based routers; be the go-to engineer for complex firmware issues and cross-discipline integration with RF and hardware teams.

Key Responsibilities:

• Lead design and implementation of medium-to-large features (driver tweaks, hostapd enhancements, ACS/DFS improvements, power management).
• Own troubleshooting of field escalations and complex regressions; design fixes and tests.     
• Improve CI/CD for firmware builds, add automated RF test hooks and performance benchmarks.       
• Mentor junior engineers, perform thorough code reviews, and champion best practices.
• Collaborate with RF/HW/product on calibration flows and factory provisioning.

Must-have:

• 5+ years embedded Linux experience with 3+ years on OpenWrt or similar embedded distributions.     
• Strong C, shell, and Python; experience with kernel debug (dmesg, perf, ftrace) and device trees.     
• Solid knowledge of Linux networking (bridging, ip, netfilter/nftables, qdisc) and wireless stacks (mac80211/hostapd).
• Experience shipping production firmware and participating in release processes.

Nice-to-have:

• Driver experience on Qualcomm/Atheros platforms, familiarity with ath9k/ath10k.
• Experience with Wi‑Fi roaming, mesh (802.11s), MLO or Wi‑Fi6 features.
• Background in OTA/A-B updates, secure boot, or telemetry stacks.