Total 20 Network Analyst job vacancies in Maintenance / Repair category in Singapore

Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

Team Introduction

The Technical Infrastructure NoSQL team, situated in Singapore, serves TikTok and its associated mid-platforms and business divisions. This team operates on an immense scale, overseeing tens of thousands of servers and managing data volumes surpassing the petabyte mark. The team has engineered its own distributed key-value (KV) and caching systems, as well as globally distributed table storage solutions and large-scale graph databases. Employing state-of-the-art hardware and software stack technologies, they are committed to the ongoing development of the next generation of products.

What you will be doing:

1. Design and develop an in-house distributed training and inference system for Graph Neural Networks (GNNs) on extensive graph datasets;

2. Implement the use of Graph Embedding and GNNs in practical, real-world applications, which may include risk management, among others;

3. Integrate TikTok's diverse application contexts, such as recommendation, search, and risk control, to design, implement, and optimize neural network algorithm models. The objective is to leverage the GE/GNN approach for tangible business advantages in data-driven real-world scenarios;

4. Investigate potential advancements in graph neural network algorithms. Collaborate in the development of graph neural network frameworks;

5. Plan and lead the development of new and advanced data analytic techniques, methodologies, and analytical solutions from design, prototyping, and testing;

6. Extract and integrate data from various sources, and create advanced models and algorithms suitable for the business use case;

7. Work in a team setting and apply proficiency in statistics, scripting, and programming languages required by the team;

8. Work with relevant software platforms on which the solution is deployed.

Qualifications

What you should have:

- At least a Bachelor's, Master's, or Ph.D. degree in Computer Science or a related field with 4 years of relevant experience;

- Proficiency in Python development and a basic understanding of C++ programming;

- Knowledgeable in TensorFlow and PyTorch, with hands-on experience in implementing popular Graph Embedding (GE) and Graph Neural Network (GNN) algorithms such as GCN, GraphSage, GAT, DeepWalk, LINE, etc. This experience should be based on existing GNN frameworks like DGL, PYG, or the native TensorFlow and PyTorch platforms.

- Previous exposure to applying GNN models to address challenges in domains such as risk management, recommendation systems, e-commerce, finance, etc.

- Effective communication skills and a collaborative team-oriented mindset.

- Bonus: Preference is given to candidates who have authored academic papers related to GNN algorithms published in top AI conferences like ICML, ICLR, AAAI, NeurIPS, IJCAI, etc.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

Team Introduction

The Technical Infrastructure NoSQL team, situated in Singapore, serves TikTok and its associated mid-platforms and business divisions. This team operates on an immense scale, overseeing tens of thousands of servers and managing data volumes surpassing the petabyte mark. The team has engineered its own distributed key-value (KV) and caching systems, as well as globally distributed table storage solutions and large-scale graph databases. Employing state-of-the-art hardware and software stack technologies, they are committed to the ongoing development of the next generation of products.

What you will be doing:

1. Design and develop an in-house distributed training and inference system for Graph Neural Networks (GNNs) on extensive graph datasets;

2. Implement the use of Graph Embedding and GNNs in practical, real-world applications, which may include risk management, among others;

3. Integrate TikTok's diverse application contexts, such as recommendation, search, and risk control, to design, implement, and optimize neural network algorithm models. The objective is to leverage the GE/GNN approach for tangible business advantages in data-driven real-world scenarios;

4. Investigate potential advancements in graph neural network algorithms. Collaborate in the development of graph neural network frameworks;

5. Plan and lead the development of new and advanced data analytic techniques, methodologies, and analytical solutions from design, prototyping, and testing;

6. Extract and integrate data from various sources, and create advanced models and algorithms suitable for the business use case;

7. Work in a team setting and apply proficiency in statistics, scripting, and programming languages required by the team;

8. Work with relevant software platforms on which the solution is deployed.

Qualifications

What you should have:

- At least a Bachelor's, Master's, or Ph.D. degree in Computer Science or a related field with 2 years of relevant experience;

- Proficiency in Python development and a basic understanding of C++ programming;

- Knowledgeable in TensorFlow and PyTorch, with hands-on experience in implementing popular Graph Embedding (GE) and Graph Neural Network (GNN) algorithms such as GCN, GraphSage, GAT, DeepWalk, LINE, etc. This experience should be based on existing GNN frameworks like DGL, PYG, or the native TensorFlow and PyTorch platforms.

- Previous exposure to applying GNN models to address challenges in domains such as risk management, recommendation systems, e-commerce, finance, etc.

- Effective communication skills and a collaborative team-oriented mindset.

- Bonus: Preference is given to candidates who have authored academic papers related to GNN algorithms published in top AI conferences like ICML, ICLR, AAAI, NeurIPS, IJCAI, etc.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

About NETS

The NETS Group is a leading payments services group, enabling digital payments for merchants, consumers and banks across the entire payments value chain.

The Group operates Singapore’s national debit scheme enabling customers of DBS Bank/POSB, HSBC, Maybank, OCBC Bank, Standard Chartered Bank and UOB to make payments using their ATM cards or mobile devices at more than 120,000 acceptance points in the country as well as online payments.

Position Overview

Embossing team of Card Centre performs card personalization of Bank and NETS cards through the card personalization machines. The team ensures the daily required quantities of cards are fulfilled for the different Banks.

Key Responsibilities

• Responsible for performing card personalization at machines
• Meeting Service Levels of customers (ensuring timeliness and accuracy at work)
• Planning and coordinating with the entire Production
• Performing stock taking of collaterals
• Other ad-hoc duties

Requirements

• Min. Education Level: Diploma
• Field of Study: Not applicable
• Skills: Production
• Language: English
• Prior working experience in Production line would have a priority
• Comfortable in shift work and able to work on weekends
• Candidate must be comfortable working with machines
• Candidate must be able to lift heavy objects
• Should have basic computer literacy

NETS

The NETS Group is a leading payments services group, enabling digital payments for merchants, consumers and banks across the entire payments value chain.

The Group operates Singapore’s national debit scheme enabling customers of DBS Bank/POSB, HSBC, Maybank, OCBC Bank, Standard Chartered Bank and UOB to make payments using their ATM cards or mobile devices at more than 130,000 acceptance points in the country as well as online payments.

Position Summary

The Facilities Management (FM) department under the Corporate & Workplace Solutions Division, is responsible for developing and providing efficient and effective facilities which support our businesses and critical systems, and ensure safety and security of our staff.

The scope under FM include lease management, M&E services, security systems and workplace health and safety.

Key Responsibilities

Site Operation Management

• Overall in-charge of site

• Conduct daily walk-about and complete walk-about checklist

• Schedule and escort vendors for all maintenance activities

• Support the MEPF Lead in the development of maintenance regime and strategy

• Monitor telephone bills, utilities consumption and carbon emissions. Verify bills accuracy for manager’s approval

• Point of contact to Landlord

• Coordinate vendors’ submissions for security clearance,

• Feedback on building’s issues, and track issues status until closure,

• Organize quarterly business reviews with Landlord

• Provide onsite support for any planned and unplanned out-of-hours working

• Monitor and provide reports including but not limited to operation trackers, site inspection and energy consumption

• Provide logistic support for any office event

• Perform any other facilities management related duties including annual power shut down

Health & Safety Management

• Observe safety hazards and near misses as part of daily walkabout and include such events in the WSH risk assessment for follow-up

• Conduct WSH risk assessment as and when required, or on minimum quarterly basis

• Support the WSH Lead on development of WSH procedures

• Adhere to all fire safety and WSH regulations

• Attend fire drill briefing scheduled by Landlord and then conduct briefing to fire wardens internally

Stakeholder Management

• Be the first point of contact to users for all facilities matters for assigned sites

• Manage user’s facilities requests and track status until closure

• Establish good working relationships with users and develop trust and confidence with a service excellence mindset

• Adhere to SLA requirement

Procurement & Vendor Management

• Develop new purchase specifications or adapt standard purchase specifications

• Identify potential vendors that can meet purchase requirements to provide quotes for facilities related purchases

• Coordinate site assessment by potential vendors

• Evaluate potential vendors by received quotes and other relevant information and recommend selected vendor

• Coordinate for vendors’ provision of goods and services in alignment with Building Management’s requirement

• Conduct daily inspections to ensure the onsite vendors’ adherence to SLA

• Monitor vendors’ performance according to SLA defined in contracts on regular basis

• Conduct quarterly vendors performance review meetings

Contract Management

• Ensure that legal checklists and contracts are put in place and signed off for applicable purchases, e.g: landscape, cleaning, maintenance, etc.

Finance Management

• Perform GRN for purchases, upon sign off on complete delivery order/service reports

• Support manager on annual budget plan and budget vs actual expense monitoring/clarifications to ensure that the site’s financial operations are meeting targets and control requirements

• Conduct regular space audits and update space inventory lists

• Support in planning and executing workplace enhancement program, reconfiguration, seating arrangement and movement

• Coordinate with project team and landlord on facilities planning and incorporation into design for new fit outs of offices

• Support in reviewing, evaluating and providing inputs to all fit-out design proposals, test-fits, requirements related to space, layout and MEP system

Requirements

• Bachelor's degree/Diploma in Mechanical Engineering or equivalent from a recognized university

• 1 to 3 years of related working experiences preferred

• Proven experience in facility management in office space facilities

• Strong building and M&E knowledge with hands-on experiences

• Possess strong leadership, quality, good planning and organizing ability

• Has a good safety mindset and displays good WSH behaviors

Job Scope:

• Involve in the project and maintenance services related with CCTV Systems, Server & Network Infrastructure.
• Perform Installation (CCTV), Electrical and Network/Security analysis tools, Implementation, Configuration & Testing, commissioning of system/storage equipment & setup.
• Provide support to resolve network incidents and issues, troubleshoot problem encountered on site.
• Develop implementation plan, migration plan, and acceptance test plan for the project.
• Work closely with customer and Project Manager (PM)the implementation tasks.
• Monitor progress and provide PM with regular progress status reports.
• Attend meetings with clients as and when required.
• Perform Installation and troubleshooting on network devices
• Other ad-hoc duties as assigned.

Technical / Adminstrative Duties

• Prepare costing and tender for the project;
• To handle the maintenance for Air-Conditioning & Mechanical Ventilation / Mechanical / Electrical Engineering works and ensure Client & regulatory requirements are met;
• Schedule for maintenance activities and inspection, as to ensure that targeted completion dates are met;
• Schedule meetings and coordinate with Clients, Consultants, Contractors, Vendors;
• Carrying out chiller maintenance according to contractual requirements and manufacturer recommendations;
• Maintaining the sites A/C systems as required to aid productivity and efficiency;
• Ensuring all routine maintenance is carried out in line with the sites maintenance schedule;
• Documenting and certificating all work carried out to meet our contractual and statutory obligations;
• Identifying and resolving remedial requirements on all systems;
• Taking full ownership of any site issues from identification through to resolution;
• Quoting and undertaking repair work as required by the client;
• Attend to hard complaints;
• Monitor customer e-mails and ensure shortest respond time;
• Submit service report and quotation to Finance Dept to process billings;
• Record & certified supplier's invoices before handover to Finance Dept etc.

Requirements:

• Diploma in Mechanical / Electrical / Building Services Engineering or Equivalent;
• Experience in ACMV / Mechanical / Electrical / Building Services Maintenance
• Experience in both industrial and commercial air-cons
• Ability to work independently and manage multiple projects
• Possess good interpersonal communication and presentation skills

Responsibilities:

· Provide technical support to customers via Phone, Chat, Email and onsite support

· Diagnose faults and troubleshoot technical issues

· Managing and interpreting customer requirements

· Coordinate with other Technical Support team members to escalate cases with unresolved issues to respective product vendor

· Maintain a close-loop with the product vendor to identify and support new product solutions based on direct and indirect prospect feedback as well as security industry trends.

· Any other ad-hoc duties as assigned by supervisor

Requirements:

· IT or relevant discipline

· 1 years+ technical experience, preferably in onsite technical support

· Experience with cybersecurity solutions deployment is preferred

· Open to shift work and 24/7 support

Interested applicants, please email your resume to Andre Chua Jing Ming

Email: it6@recruitexpress.com.sg

CEI Reg No: R1989053

EA Licence No: 99C4599

Recruit Express Pte Ltd

Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

Team Introduction

The Technical Infrastructure NoSQL team, situated in Singapore, serves TikTok and its associated mid-platforms and business divisions. This team operates on an immense scale, overseeing tens of thousands of servers and managing data volumes surpassing the petabyte mark. The team has engineered its own distributed key-value (KV) and caching systems, as well as globally distributed table storage solutions and large-scale graph databases. Employing state-of-the-art hardware and software stack technologies, they are committed to the ongoing development of the next generation of products.

What you will be doing:

1. Design and develop an in-house distributed training and inference system for Graph Neural Networks (GNNs) on extensive graph datasets;

2. Implement the use of Graph Embedding and GNNs in practical, real-world applications, which may include risk management, among others;

3. Integrate TikTok's diverse application contexts, such as recommendation, search, and risk control, to design, implement, and optimize neural network algorithm models. The objective is to leverage the GE/GNN approach for tangible business advantages in data-driven real-world scenarios;

4. Investigate potential advancements in graph neural network algorithms. Collaborate in the development of graph neural network frameworks;

5. Plan and lead the development of new and advanced data analytic techniques, methodologies, and analytical solutions from design, prototyping, and testing;

6. Extract and integrate data from various sources, and create advanced models and algorithms suitable for the business use case;

7. Work in a team setting and apply proficiency in statistics, scripting, and programming languages required by the team;

8. Work with relevant software platforms on which the solution is deployed.

Qualifications

What you should have:

- At least a Bachelor's, Master's, or Ph.D. degree in Computer Science or a related field with 2 years of relevant experience;

- Proficiency in Python development and a basic understanding of C++ programming;

- Knowledgeable in TensorFlow and PyTorch, with hands-on experience in implementing popular Graph Embedding (GE) and Graph Neural Network (GNN) algorithms such as GCN, GraphSage, GAT, DeepWalk, LINE, etc. This experience should be based on existing GNN frameworks like DGL, PYG, or the native TensorFlow and PyTorch platforms.

- Previous exposure to applying GNN models to address challenges in domains such as risk management, recommendation systems, e-commerce, finance, etc.

- Effective communication skills and a collaborative team-oriented mindset.

- Bonus: Preference is given to candidates who have authored academic papers related to GNN algorithms published in top AI conferences like ICML, ICLR, AAAI, NeurIPS, IJCAI, etc.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

Team Introduction

The Technical Infrastructure NoSQL team, situated in Singapore, serves TikTok and its associated mid-platforms and business divisions. This team operates on an immense scale, overseeing tens of thousands of servers and managing data volumes surpassing the petabyte mark. The team has engineered its own distributed key-value (KV) and caching systems, as well as globally distributed table storage solutions and large-scale graph databases. Employing state-of-the-art hardware and software stack technologies, they are committed to the ongoing development of the next generation of products.

What you will be doing:

1. Design and develop an in-house distributed training and inference system for Graph Neural Networks (GNNs) on extensive graph datasets;

2. Implement the use of Graph Embedding and GNNs in practical, real-world applications, which may include risk management, among others;

3. Integrate TikTok's diverse application contexts, such as recommendation, search, and risk control, to design, implement, and optimize neural network algorithm models. The objective is to leverage the GE/GNN approach for tangible business advantages in data-driven real-world scenarios;

4. Investigate potential advancements in graph neural network algorithms. Collaborate in the development of graph neural network frameworks;

5. Plan and lead the development of new and advanced data analytic techniques, methodologies, and analytical solutions from design, prototyping, and testing;

6. Extract and integrate data from various sources, and create advanced models and algorithms suitable for the business use case;

7. Work in a team setting and apply proficiency in statistics, scripting, and programming languages required by the team;

8. Work with relevant software platforms on which the solution is deployed.

Qualifications

What you should have:

- At least a Bachelor's, Master's, or Ph.D. degree in Computer Science or a related field with 4 years of relevant experience;

- Proficiency in Python development and a basic understanding of C++ programming;

- Knowledgeable in TensorFlow and PyTorch, with hands-on experience in implementing popular Graph Embedding (GE) and Graph Neural Network (GNN) algorithms such as GCN, GraphSage, GAT, DeepWalk, LINE, etc. This experience should be based on existing GNN frameworks like DGL, PYG, or the native TensorFlow and PyTorch platforms.

- Previous exposure to applying GNN models to address challenges in domains such as risk management, recommendation systems, e-commerce, finance, etc.

- Effective communication skills and a collaborative team-oriented mindset.

- Bonus: Preference is given to candidates who have authored academic papers related to GNN algorithms published in top AI conferences like ICML, ICLR, AAAI, NeurIPS, IJCAI, etc.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Job Decription

• Perform sample analysis accurately in accordance to the specified standard methods
• Prepare chemical stock solutions and reagents
• Standardize reagent/equipment when necessary
• Review the results and retest when it is suspect
• Upkeep the cleanliness of work areas, apparatus and equipment
• Perform any tasks as assigned by team leader or supervisor

Job Requirements

• Candidate must possess at least Diploma/Advanced/Higher/ Graduate Diploma In Chemistry or equivalent
• At least 2 Year(s) of working experience in Petroleum Testing is required for this position.
• Experienced lab technician specialized in Petroleum Laboratory
• Well spoken English and communication skills
• Computer Literate
• Should be able to work in 12 Hour Shifts
• Able to work during Weekends & Public Holidays

Have an opportunity to earn up to S$5000 per month

You will lead projects in the design, development and implementation of analytical models through strategic use of data asset for delivering efficient and effective healthcare. You will be the subject matter expert for one of the following areas: Natural Language Processing (NLP), Graph Analytics, Operation Optimization, Genomics Analytics, Blockchain for healthcare or any emerging areas that can transform the data landscape in healthcare.

You will collaborate with clinicians and end users to conceptualise solutions that address the organisation’s challenges with appropriate data and techniques in Data Science, Machine Learning and Artificial Intelligence. You will drive the framing and scope the business problem for various domains across Clinical services, Finance and Operations together with key stakeholders. You will lead the implementation of end-to-end Data and Machine Learning Operations pipeline through best practices in validation and test-driven development, continuous deployment, model monitoring and continuous re-training/integration in order to benefit and make an impact to users. You will also spearhead and conduct feasibility studies on machine learning technology stacks that will benefit and impact Singhealth, as well as facilitate regular key management meetings and reporting.

Job Requirements

• Master’s or Bachelor’s Degree in Computer Science, Applied Mathematics, Statistics, Operations Research, Engineering, Data Science, Artificial Intelligence, Knowledge Engineering or related quantitative disciplines. Doctorate Degree is an advantage.
• Preferably 10 years of hands-on experience (including postgraduate research) in data mining, machine learning modelling (computer vision, natural language processing, regression, time-series etc.) and optimization.
• Provide deep expertise and advisory in development of applications/projects using NLP methods to extract relevant data from unstructured/semi-structured dataset.
• Possess in-depth experience in applied machine learning methodology which includes Exploratory Data Analysis, data cleaning and preparation, model training and hyper parameter tuning, model selection and model deployment.
• Proficient in data science and programming languages such as Python, R, Scala, machine learning and NLP frameworks such as sklearn, tensorflow, Pytorch, spacy, HuggingFace, etc.
• Knowledgeable in SQL, Hadoop/Spark, Graph Database and related databases.
• Strong analytical and quantitative solving ability with excellent communication and leadership skills.
• Meticulous and able to work independently effectively.
• Prior experience in healthcare is an advantage.
• Must be fully vaccinated against COVID-19

Our client, a dynamnic company in Real Estate industry is seeking for a Technician / Assistant Engineer ( ACMV ) - $3,200.00

Requirements

• Higer Nitec/Nitec in Mechnical or Electrical Engineering or Facility Management or relevant
• At least 2 years of experience Troubleshooting / Maintaining ACMV facilities of property
• Good communication
• Independent and team player

Others

• Salary up to $ 3,200.00

Interested candidate can send in your resume (word format prefer) to grayson.su@thetalentnetwork.com.sg

Our client, a dynamnic company in Real Estate industry is seeking for a Technician / Assistant Engineer ( ACMV ) - $3,200.00

Requirements

• Higer Nitec/Nitec in Mechnical or Electrical Engineering or Facility Management or relevant
• At least 2 years of experience Troubleshooting / Maintaining ACMV facilities of property
• Good communication
• Independent and team player

Others

• Salary up to $ 3,200.00

Interested candidate can send in your resume (word format prefer) to grayson.su@thetalentnetwork.com.sg

Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

Team Introduction

The Technical Infrastructure NoSQL team, situated in Singapore, serves TikTok and its associated mid-platforms and business divisions. This team operates on an immense scale, overseeing tens of thousands of servers and managing data volumes surpassing the petabyte mark. The team has engineered its own distributed key-value (KV) and caching systems, as well as globally distributed table storage solutions and large-scale graph databases. Employing state-of-the-art hardware and software stack technologies, they are committed to the ongoing development of the next generation of products.

What you will be doing:

1. Design and develop an in-house distributed training and inference system for Graph Neural Networks (GNNs) on extensive graph datasets;

2. Implement the use of Graph Embedding and GNNs in practical, real-world applications, which may include risk management, among others;

3. Integrate TikTok's diverse application contexts, such as recommendation, search, and risk control, to design, implement, and optimize neural network algorithm models. The objective is to leverage the GE/GNN approach for tangible business advantages in data-driven real-world scenarios;

4. Investigate potential advancements in graph neural network algorithms. Collaborate in the development of graph neural network frameworks;

5. Plan and lead the development of new and advanced data analytic techniques, methodologies, and analytical solutions from design, prototyping, and testing;

6. Extract and integrate data from various sources, and create advanced models and algorithms suitable for the business use case;

7. Work in a team setting and apply proficiency in statistics, scripting, and programming languages required by the team;

8. Work with relevant software platforms on which the solution is deployed.

Qualifications

What you should have:

- At least a Bachelor's, Master's, or Ph.D. degree in Computer Science or a related field with 4 years of relevant experience;

- Proficiency in Python development and a basic understanding of C++ programming;

- Knowledgeable in TensorFlow and PyTorch, with hands-on experience in implementing popular Graph Embedding (GE) and Graph Neural Network (GNN) algorithms such as GCN, GraphSage, GAT, DeepWalk, LINE, etc. This experience should be based on existing GNN frameworks like DGL, PYG, or the native TensorFlow and PyTorch platforms.

- Previous exposure to applying GNN models to address challenges in domains such as risk management, recommendation systems, e-commerce, finance, etc.

- Effective communication skills and a collaborative team-oriented mindset.

- Bonus: Preference is given to candidates who have authored academic papers related to GNN algorithms published in top AI conferences like ICML, ICLR, AAAI, NeurIPS, IJCAI, etc.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

• Procurement, Contractor and Vendor Management
• Manage implementation and compliance/ Policy and SOP’s
• Manage and maintain Facilities G Suite
• Recommend relevant security and facilities improvement works
• Experience in finance & budgeting
• Handling administrative, office/project management & security tasks
• Ensure all facilities relates license / permits are maintained