Total 11 education training job vacancies in 3 changi business park crescent changi business park singapore

About ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

Responsible for requirement analysis and strategy optimization of Big Language Model, responsible for data quality and model effect, and working with multiple teams such as evaluation and R & D to improve model effect.

Responsibilities:

1. Collaborate with business teams to integrate ByteDance self-developed LLM into new and existing product offerings and services; identify room for improvement of Global Seed LLM from studies of user behaviors and feedback.

2. Collaborate with technical teams to precisely define the data requirements necessary for aligning Large Language Models (LLMs) across global markets.

3. Develop methodologies for data acquisition and production, while also monitoring costs and assessing the effectiveness and efficiency of these processes. Ensure data quality is maintained at high standards and continually enhances processes based on both quantitative and qualitative feedback.

4. Evaluate the impact of data production tools on the effectiveness and quality of data production. Work closely with technical teams to enhance both the quality and effectiveness of these tools.

Qualifications

Minimum Qualifications:

1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF)

2. Minimum of three years of experience as a product manager for algorith-driven products or features, or as an algorithm engineer

3. Proficiency in English (spoken and written).

Preferred Qualifications:

1. A strong interest in both LLMs and human behavior/experience/wellbeing. Must be an enthusiastic learner. This position is not suitable for individuals who find reading papers and books to be tedious.

2. Collaborative team player who knows how to assertively advocate for their ideas without being overbearing. Skilled in maintaining attention to detail while staying focused on prioritized goals and the bigger picture.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

Responsible for requirement analysis and strategy optimization of Big Language Model, responsible for data quality and model effect, and working with multiple teams such as evaluation and R & D to improve model effect.

Responsibilities:

1. Collaborate with business teams to integrate ByteDance self-developed LLM into new and existing product offerings and services; identify room for improvement of Global Seed LLM from studies of user behaviors and feedback.

2. Collaborate with technical teams to precisely define the data requirements necessary for aligning Large Language Models (LLMs) across global markets.

3. Develop methodologies for data acquisition and production, while also monitoring costs and assessing the effectiveness and efficiency of these processes. Ensure data quality is maintained at high standards and continually enhances processes based on both quantitative and qualitative feedback.

4. Evaluate the impact of data production tools on the effectiveness and quality of data production. Work closely with technical teams to enhance both the quality and effectiveness of these tools.

Qualifications

Minimum Qualifications:

1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF)

2. Minimum of three years of experience as a product manager for algorithm-driven products or features, or as an algorithm engineer

3. Proficiency in English (spoken and written).

Preferred Qualifications:

1. A strong interest in both LLMs and human behavior/experience/wellbeing. Must be an enthusiastic learner. This position is not suitable for individuals who find reading papers and books to be tedious.

2. Collaborative team player who knows how to assertively advocate for their ideas without being overbearing. Skilled in maintaining attention to detail while staying focused on prioritized goals and the bigger picture.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets. Through our carefully designed rotation program, you'll witness how high-quality data is meticulously crafted and used. After completing your rotation, you will have the chance to select your area of expertise. This will be your stepping stone to lead, train, or oversee larger data operation projects.

Your Role Will Involve:

1. Lead multiple data labeling projects simultaneously, ensuring cross-functional alignment to establish advanced data standards and optimized workflows. This involves assembling specialized taskforces, coordinating milestones, and driving agile progress management. Additionally, assess requirement feasibility, design tailored project management strategies and SOPs, and support continuous operational improvements to effectively meet diverse needs.

2. Gain hands-on experience in data production, including drafting, revising, and data acceptance evaluation, while developing specialized skills across different data formats and content verticals to independently deliver high-quality data. This provides insight into the synergy between human input and data in LLM training.

3. Collaborate with product managers and engineers to assess, enhance, and experiment with operational processes, focusing on quality and productivity improvements. Interprete and translate safety stance and advisories into operational requirements. Perform routine data analysis on model performance, anticipate project risks, address urgent issues, and implement effective risk control measures.

4. It is possible that this role will be exposed to harmful content as part of the core role/as part of project/ in response to escalation requests/by chance. This may occur in the form of images, video, and text related to every-day life, but it can also include (but is not limited to) bullying; hate speech; child safety; depictions of harm to self and others, and harm to animals.

Qualifications

Minimum Qualifications:

1. Excellent English writing and critique skills.

2. Comfortable working in a project-based fast-paced environment, where quality standards iterate quickly with research and experiment progress.

3. Comfortable with meeting deadlines, multi-tasking, and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs.

4. A minimum of 2 years of experience in project management within content-related projects or operations, with a strong preference for backgrounds in journalism, teaching, writing, or text editing. Experience in leading AI/LLM companies or within the Trust and Safety industry is highly valued.

Preferred Qualifications:

1. Candidates should be intelligent, diligent, and skilled in providing guidelines, analyzing cases and structuring complex operational improvements.

2. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators stimulating.

Note: This role requires a paper test prior to interviews.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets. Through our carefully designed rotation program, you'll witness how high-quality data is meticulously crafted and used. After completing your rotation, you will have the chance to select your area of expertise. This will be your stepping stone to lead, train, or oversee larger data operation projects.

Your Role Will Involve:

1. Lead multiple data labeling projects simultaneously, ensuring cross-functional alignment to establish advanced data standards and optimized workflows. This involves assembling specialized taskforces, coordinating milestones, and driving agile progress management. Additionally, assess requirement feasibility, design tailored project management strategies and SOPs, and support continuous operational improvements to effectively meet diverse needs.

2. Gain hands-on experience in data production, including drafting, revising, and data acceptance evaluation, while developing specialized skills across different data formats and content verticals to independently deliver high-quality data. This provides insight into the synergy between human input and data in LLM training.

3. Collaborate with product managers and engineers to assess, enhance, and experiment with operational processes, focusing on quality and productivity improvements. Interprete and translate safety stance and advisories into operational requirements. Perform routine data analysis on model performance, anticipate project risks, address urgent issues, and implement effective risk control measures.

4. It is possible that this role will be exposed to harmful content as part of the core role/as part of project/ in response to escalation requests/by chance. This may occur in the form of images, video, and text related to every-day life, but it can also include (but is not limited to) bullying; hate speech; child safety; depictions of harm to self and others, and harm to animals.

Qualifications

Minimum Qualifications:

1. Excellent English writing and critique skills.

2. Comfortable working in a project-based fast-paced environment, where quality standards iterate quickly with research and experiment progress.

3. Comfortable with meeting deadlines, multi-tasking, and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs.

4. A minimum of 3 years of experience in project management within content-related projects or operations, with a strong preference for backgrounds in journalism, teaching, writing, or text editing. Experience in leading AI/LLM companies or within the Trust and Safety industry is highly valued.

Preferred Qualifications:

1. Candidates should be intelligent, diligent, and skilled in providing guidelines, analyzing cases and structuring complex operational improvements.

2. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators stimulating.

Note: This role requires a paper test prior to interviews.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About The Team

As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets, and become a leader building and growing a vibrant team together with us!

Your Role Will Involve:

1. Gaining direct experience in data production processes, including drafting, revising, quality-checking, or performance analysis to understand the synergy between humans and data in LLM training.

2. Working closely with the leadership and HR team to design effective feedback loops for accelerating the professional growth of annotation specialists.

3. Tracking performance of team members and building training and supporting mechanisms.

4. Managing the day-to-day operation process of training operation or performance operation specialists.

Qualifications

Minimum Qualifications:

1. Excellent leadership experience in operation management. Experienced in managing a high-calibre team at a fast-paced innovative environment.

2. Candidates should be intelligent, diligent, and skilled in providing feedback and individual growth advice to team members at different seniorities.

3. Skilled at seeking a balance between employees' individual interests and organizational goals.

Preferred Qualifications:

1. At least 2 working years of experience as people manager. Experience with global teams, teams larger than 10 people, and in operations at leading AI/LLM companies are strongly preferred.

2. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators stimulating.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About The Team

As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets, and become a leader building and growing a vibrant team together with us!

Your Role Will Involve:

1. Gaining direct experience in data production processes, including drafting, revising, quality-checking, or performance analysis to understand the synergy between humans and data in LLM training.

2. Working closely with the leadership and HR team to design effective feedback loops for accelerating the professional growth of annotation specialists.

3. Tracking performance of team members and building training and supporting mechanisms.

4. Managing the day-to-day operation process of training operation or performance operation specialists.

Qualifications

Minimum Qualifications:

1. Excellent leadership experience in operation management. Experienced in managing a high-calibre team at a fast-paced innovative environment.

2. Candidates should be intelligent, diligent, and skilled in providing feedback and individual growth advice to team members at different seniorities.

3. Skilled at seeking a balance between employees' individual interests and organizational goals.

Preferred Qualifications:

1. At least 2 working years of experience as people manager. Experience with global teams, teams larger than 10 people, and in operations at leading AI/LLM companies are strongly preferred.

2. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators stimulating.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

Responsible for requirement analysis and strategy optimization of Big Language Model, responsible for data quality and model effect, and working with multiple teams such as evaluation and R & D to improve model effect.

Responsibilities:

1. Collaborate with business teams to integrate ByteDance self-developed LLM into new and existing product offerings and services; identify room for improvement of Global Seed LLM from studies of user behaviors and feedback.

2. Collaborate with technical teams to precisely define the data requirements necessary for aligning Large Language Models (LLMs) across global markets.

3. Develop methodologies for data acquisition and production, while also monitoring costs and assessing the effectiveness and efficiency of these processes. Ensure data quality is maintained at high standards and continually enhances processes based on both quantitative and qualitative feedback.

4. Evaluate the impact of data production tools on the effectiveness and quality of data production. Work closely with technical teams to enhance both the quality and effectiveness of these tools.

Qualifications

Minimum Qualifications:

1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF)

2. Minimum of three years of experience as a product manager for algorith-driven products or features, or as an algorithm engineer

3. Proficiency in English (spoken and written).

Preferred Qualifications:

1. A strong interest in both LLMs and human behavior/experience/wellbeing. Must be an enthusiastic learner. This position is not suitable for individuals who find reading papers and books to be tedious.

2. Collaborative team player who knows how to assertively advocate for their ideas without being overbearing. Skilled in maintaining attention to detail while staying focused on prioritized goals and the bigger picture.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

Responsible for requirement analysis and strategy optimization of Big Language Model, responsible for data quality and model effect, and working with multiple teams such as evaluation and R & D to improve model effect.

Responsibilities:

1. Collaborate with business teams to integrate ByteDance self-developed LLM into new and existing product offerings and services; identify room for improvement of Global Seed LLM from studies of user behaviors and feedback.

2. Collaborate with technical teams to precisely define the data requirements necessary for aligning Large Language Models (LLMs) across global markets.

3. Develop methodologies for data acquisition and production, while also monitoring costs and assessing the effectiveness and efficiency of these processes. Ensure data quality is maintained at high standards and continually enhances processes based on both quantitative and qualitative feedback.

4. Evaluate the impact of data production tools on the effectiveness and quality of data production. Work closely with technical teams to enhance both the quality and effectiveness of these tools.

Qualifications

Minimum Qualifications:

1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF)

2. Minimum of three years of experience as a product manager for algorithm-driven products or features, or as an algorithm engineer

3. Proficiency in English (spoken and written).

Preferred Qualifications:

1. A strong interest in both LLMs and human behavior/experience/wellbeing. Must be an enthusiastic learner. This position is not suitable for individuals who find reading papers and books to be tedious.

2. Collaborative team player who knows how to assertively advocate for their ideas without being overbearing. Skilled in maintaining attention to detail while staying focused on prioritized goals and the bigger picture.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

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

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

Join us.

About the team

Machine Learning systems team provides E2E machine learning experience and machine learning resources for the company. The team builds heterogeneous ML training and inference systems based on GPU and AI chips and advances the state-of-the-art of ML systems technology to accelerate models such as stable diffusion and LLM. The team is also responsible for research and development of hardware acceleration technologies for AI and cloud computing, via technologies such as distributed systems, compilers, HPC, and RDMA networking. The team is reinventing the ML infra for large scale language models. We have published papers at top tier conferences such as SIGCOMM, NSDI, EuroSys, OSDI, SOSP, MLSys, NeurIPS, etc.

We are looking for talented individuals to join us in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with ByteDance.

Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to ByteDance and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.

Responsibilities

- Research and develop our machine learning systems, including heterogeneous computing architecture, management, scheduling, and monitoring;

- Manage cross-layer optimisation of system and AI algorithms and hardware for machine learning (GPU, ASIC);

- Implement both general purpose training framework features and model specific optimisations (e.g. LLM, diffusions);

- Improve efficiency and stability for extremely large scale distributed training jobs;

Qualifications

Minimum Qualifications:

1. Currently pursuing a PhD in Computer Science, engineering quantitative field with a background in distributed, parallel computing principles and know the recent advances in computing, storage, networking, and hardware technologies

2. Familiar with machine learning algorithms and platforms;

3. Have basic understanding of how GPU and/or ASIC works;

4. Expert in at least one or two programming languages in Linux environment: C/C++, CUDA, Python;

Preferred Qualifications

1. GPU based high performance computing, RDMA high performance network (NCCL, ibverbs); Tensorflow, Jax, PyTorch or other deep learning frameworks;

2. Large scale data processing and parallel computing;

3. Experiences in designing and operating large scale systems in cloud computing or machine learning;

4. Experiences in in-depth CUDA programming and performance tuning

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.

By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://jobs.bytedance.com/en/legal/privacy.

If you have any questions, please reach out to us at [email protected].

About ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets. Through our carefully designed rotation program, you'll witness how high-quality data is meticulously crafted and used. After completing your rotation, you will have the chance to select your area of expertise. This will be your stepping stone to lead, train, or oversee larger data operation projects.

Your Role Will Involve:

1. Lead multiple data labeling projects simultaneously, ensuring cross-functional alignment to establish advanced data standards and optimized workflows. This involves assembling specialized taskforces, coordinating milestones, and driving agile progress management. Additionally, assess requirement feasibility, design tailored project management strategies and SOPs, and support continuous operational improvements to effectively meet diverse needs.

2. Gain hands-on experience in data production, including drafting, revising, and data acceptance evaluation, while developing specialized skills across different data formats and content verticals to independently deliver high-quality data. This provides insight into the synergy between human input and data in LLM training.

3. Collaborate with product managers and engineers to assess, enhance, and experiment with operational processes, focusing on quality and productivity improvements. Interprete and translate safety stance and advisories into operational requirements. Perform routine data analysis on model performance, anticipate project risks, address urgent issues, and implement effective risk control measures.

4. It is possible that this role will be exposed to harmful content as part of the core role/as part of project/ in response to escalation requests/by chance. This may occur in the form of images, video, and text related to every-day life, but it can also include (but is not limited to) bullying; hate speech; child safety; depictions of harm to self and others, and harm to animals.

Qualifications

Minimum Qualifications:

1. Excellent English writing and critique skills.

2. Comfortable working in a project-based fast-paced environment, where quality standards iterate quickly with research and experiment progress.

3. Comfortable with meeting deadlines, multi-tasking, and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs.

4. A minimum of 3 years of experience in project management within content-related projects or operations, with a strong preference for backgrounds in journalism, teaching, writing, or text editing. Experience in leading AI/LLM companies or within the Trust and Safety industry is highly valued.

Preferred Qualifications:

1. Candidates should be intelligent, diligent, and skilled in providing guidelines, analyzing cases and structuring complex operational improvements.

2. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators stimulating.

Note: This role requires a paper test prior to interviews.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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 ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the team

As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets. Through our carefully designed rotation program, you'll witness how high-quality data is meticulously crafted and used. After completing your rotation, you will have the chance to select your area of expertise. This will be your stepping stone to lead, train, or oversee larger data operation projects.

Your Role Will Involve:

1. Lead multiple data labeling projects simultaneously, ensuring cross-functional alignment to establish advanced data standards and optimized workflows. This involves assembling specialized taskforces, coordinating milestones, and driving agile progress management. Additionally, assess requirement feasibility, design tailored project management strategies and SOPs, and support continuous operational improvements to effectively meet diverse needs.

2. Gain hands-on experience in data production, including drafting, revising, and data acceptance evaluation, while developing specialized skills across different data formats and content verticals to independently deliver high-quality data. This provides insight into the synergy between human input and data in LLM training.

3. Collaborate with product managers and engineers to assess, enhance, and experiment with operational processes, focusing on quality and productivity improvements. Interprete and translate safety stance and advisories into operational requirements. Perform routine data analysis on model performance, anticipate project risks, address urgent issues, and implement effective risk control measures.

4. It is possible that this role will be exposed to harmful content as part of the core role/as part of project/ in response to escalation requests/by chance. This may occur in the form of images, video, and text related to every-day life, but it can also include (but is not limited to) bullying; hate speech; child safety; depictions of harm to self and others, and harm to animals.

Qualifications

Minimum Qualifications:

1. Excellent English writing and critique skills.

2. Comfortable working in a project-based fast-paced environment, where quality standards iterate quickly with research and experiment progress.

3. Comfortable with meeting deadlines, multi-tasking, and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs.

4. A minimum of 2 years of experience in project management within content-related projects or operations, with a strong preference for backgrounds in journalism, teaching, writing, or text editing. Experience in leading AI/LLM companies or within the Trust and Safety industry is highly valued.

Preferred Qualifications:

1. Candidates should be intelligent, diligent, and skilled in providing guidelines, analyzing cases and structuring complex operational improvements.

2. A deep interest in LLMs, human behavior and user experience is essential. The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies and annotators stimulating.

Note: This role requires a paper test prior to interviews.

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.