TikTok Shop - Moderation Large Model Prompt Operations Specialist
Apply NowCompany: TikTok
Location: Seattle, WA 98115
Description:
Responsibilities
About the Team and Role:
Global E-Commerce's Governance and Experience (GNE) is a global team responsible for ensuring a safe and trustworthy marketplace for not only our buyers, but also our sellers and creators. The Moderation Team is part of the GNE organization. We are seeking an E-commerce Moderation Large Model Prompt Operations Specialist responsible for translating review rules into effective prompts, promoting the application and optimization of large models in content review, and ensuring platform content safety and compliance.
Responsibilities:
- Translate e-commerce moderation policy into executable prompt designs to ensure the efficient application of large models in content review. Continuously optimize prompt through data analysis and model feedback to enhance automated moderation precision.
- Promote the launch of closed-loop automated moderation strategies to optimize moderation efficiency and accuracy. Monitor strategy execution effects and promptly adjust prompt to respond to business changes.
- Implement existing solutions for dedicated business areas to ensure the effectiveness of large models in specific business scenarios. Independently manage core metrics of vertical businesses, ensuring continuous optimization of content moderation strategies and achievement of business objectives.
- Work closely with policy, product, R&D, and Algo ect. teams to ensure prompt designs comply with policy requirements and are operational. Promote the application of large models in more business scenarios through cross-department collaboration.
- Drive decision-making through data analysis tools (such as Excel, SQL, Python), regularly produce operational reports, analyze strategy effects, and propose improvement suggestions.
Qualifications
Minimum Qualifications:
- Bachelor's degree or higher, preferably in Computer Science, Data Science, Linguistics, Data Analyst, Business Analyst or related fields.
- 1-3 years of relevant experience, preferably in e-commerce, content review, natural language processing (NLP), or large model prompt design.
- Strong logical thinking skills, capable of translating review rules into technical solutions.
- Proficient in data analysis tools (such as Excel, SQL, Python), able to drive decision-making through data analysis.
Preferred Qualifications:
- Strong interest in the field of large language models, willing to actively explore areas such as large language models/AIGC, or familiarity with natural language processing (NLP) technology, understanding the basic principles and application scenarios of large models (such as GPT, BERT).
- Experience in e-commerce platform operations, content review or AI model applications is preferred.
- Strong innovative spirit, able to propose novel solutions and drive implementation.
- Good project management skills, able to adapt to changing project requirements in a fast-paced work environment.
- Excellent communication skills, able to collaborate effectively with compliance, product, technical, and data teams.
- Fluent in Mandarin and English to facilitate the calibration between global teams.
Job Information
[For Pay Transparency]Compensation Description (Annually)
The base salary range for this position in the selected city is $77000 - $150444 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 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
About the Team and Role:
Global E-Commerce's Governance and Experience (GNE) is a global team responsible for ensuring a safe and trustworthy marketplace for not only our buyers, but also our sellers and creators. The Moderation Team is part of the GNE organization. We are seeking an E-commerce Moderation Large Model Prompt Operations Specialist responsible for translating review rules into effective prompts, promoting the application and optimization of large models in content review, and ensuring platform content safety and compliance.
Responsibilities:
- Translate e-commerce moderation policy into executable prompt designs to ensure the efficient application of large models in content review. Continuously optimize prompt through data analysis and model feedback to enhance automated moderation precision.
- Promote the launch of closed-loop automated moderation strategies to optimize moderation efficiency and accuracy. Monitor strategy execution effects and promptly adjust prompt to respond to business changes.
- Implement existing solutions for dedicated business areas to ensure the effectiveness of large models in specific business scenarios. Independently manage core metrics of vertical businesses, ensuring continuous optimization of content moderation strategies and achievement of business objectives.
- Work closely with policy, product, R&D, and Algo ect. teams to ensure prompt designs comply with policy requirements and are operational. Promote the application of large models in more business scenarios through cross-department collaboration.
- Drive decision-making through data analysis tools (such as Excel, SQL, Python), regularly produce operational reports, analyze strategy effects, and propose improvement suggestions.
Qualifications
Minimum Qualifications:
- Bachelor's degree or higher, preferably in Computer Science, Data Science, Linguistics, Data Analyst, Business Analyst or related fields.
- 1-3 years of relevant experience, preferably in e-commerce, content review, natural language processing (NLP), or large model prompt design.
- Strong logical thinking skills, capable of translating review rules into technical solutions.
- Proficient in data analysis tools (such as Excel, SQL, Python), able to drive decision-making through data analysis.
Preferred Qualifications:
- Strong interest in the field of large language models, willing to actively explore areas such as large language models/AIGC, or familiarity with natural language processing (NLP) technology, understanding the basic principles and application scenarios of large models (such as GPT, BERT).
- Experience in e-commerce platform operations, content review or AI model applications is preferred.
- Strong innovative spirit, able to propose novel solutions and drive implementation.
- Good project management skills, able to adapt to changing project requirements in a fast-paced work environment.
- Excellent communication skills, able to collaborate effectively with compliance, product, technical, and data teams.
- Fluent in Mandarin and English to facilitate the calibration between global teams.
Job Information
[For Pay Transparency]Compensation Description (Annually)
The base salary range for this position in the selected city is $77000 - $150444 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 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