What are the responsibilities and job description for the AIGC Product Operations Manager (Model Training) -TikTok position at TikTok?
Responsibilities
About the team
The Search Operations team aims to improve search user experience, contribute significant DAU impact to the products and drive for increase in traffic and GMV. This role involves reading, viewing, listening and examining user-generated content to ensure they comply with community guidelines.
1. Collaborate closely with Product, Algorithm, and Labeling Delivery teams to align with business objectives; ensure that labeling strategies and evaluation frameworks effectively drive model performance and provide strong requirements analysis support.
2. Lead the triage, evaluation, and priority management of incoming labeling and evaluation requests; formulate robust data strategies, establish high-quality standards and QA mechanisms, and proactively identify and resolve workflow bottlenecks.
3. Track and manage project timelines to ensure the timely and high-quality delivery of data requests; build continuous feedback loops and streamline request handling workflows to enhance the stability and precision of overall labeling outputs.
4. Drive the development of automated labeling and evaluation workflows to eliminate repetitive tasks and scale up operational efficiency.
5. Stay at the forefront of cutting-edge industry methodologies for model training and evaluation; institutionalize reusable strategies and industry-standard dataset specifications to continuously enhance framework maturity.
Qualifications
Minimum Qualifications:
1. Bachelor's degree or above;
2. Strong analytical reasoning, execution, and project management skills.
3. Strong experience in cross-cultural collaboration and managing global stakeholders across multiple time zones.
Preferred Qualification:
1. High learning agility and a proactive mindset, with the ability to thrive and deliver results in a fast-paced, dynamic AI technology landscape.
2. Relevant experience with LLM prompt engineering and their applications is preferred.
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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.
TikTok Accommodation
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
Job Information
【For Pay Transparency】Compensation Description (Annually)
The base salary range for this position in the selected city is $93600 - $220400 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
3. Exercising sound judgment.
About the team
The Search Operations team aims to improve search user experience, contribute significant DAU impact to the products and drive for increase in traffic and GMV. This role involves reading, viewing, listening and examining user-generated content to ensure they comply with community guidelines.
1. Collaborate closely with Product, Algorithm, and Labeling Delivery teams to align with business objectives; ensure that labeling strategies and evaluation frameworks effectively drive model performance and provide strong requirements analysis support.
2. Lead the triage, evaluation, and priority management of incoming labeling and evaluation requests; formulate robust data strategies, establish high-quality standards and QA mechanisms, and proactively identify and resolve workflow bottlenecks.
3. Track and manage project timelines to ensure the timely and high-quality delivery of data requests; build continuous feedback loops and streamline request handling workflows to enhance the stability and precision of overall labeling outputs.
4. Drive the development of automated labeling and evaluation workflows to eliminate repetitive tasks and scale up operational efficiency.
5. Stay at the forefront of cutting-edge industry methodologies for model training and evaluation; institutionalize reusable strategies and industry-standard dataset specifications to continuously enhance framework maturity.
Qualifications
Minimum Qualifications:
1. Bachelor's degree or above;
2. Strong analytical reasoning, execution, and project management skills.
3. Strong experience in cross-cultural collaboration and managing global stakeholders across multiple time zones.
Preferred Qualification:
1. High learning agility and a proactive mindset, with the ability to thrive and deliver results in a fast-paced, dynamic AI technology landscape.
2. Relevant experience with LLM prompt engineering and their applications is preferred.
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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.
TikTok Accommodation
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
Job Information
【For Pay Transparency】Compensation Description (Annually)
The base salary range for this position in the selected city is $93600 - $220400 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
3. Exercising sound judgment.
Salary : $93,600 - $220,400