Home
/
Product Management
/
Product Manager, LLM Data Acquisition and Production
Product Manager, LLM Data Acquisition and Production-November 2024
San Jose
Nov 28, 2024
ABOUT TIKTOK
As the leading destination for short-form mobile video, TikTok’s mission is to inspire creativity and bring joy.
5,001 - 10,000 employees
Social Media, Technology
VIEW COMPANY PROFILE >>
About Product Manager, LLM Data Acquisition and Production

  Responsibilities

  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.

  About The Team:

  LLM Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality - and the Global Data team is working closely with technical, product, and operations teams to ensure effective data production strategies and execution management. There's a lot to do, and there's substantial room for impact, similar to TikTok 5 years ago.

  The primary job responsibilities include:

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

  2. 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 enhance processes based on both quantitative and qualitative feedback.

  3. 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.

  4. Proactively identify and mitigate potential biases and vulnerabilities in the data production process. This includes, but is not limited to, addressing human and system biases through the implementation of technical, product, and operational solutions.

  Qualifications

  1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT), Reinforcement Learning from Human Feedback (RLHF), and others. Or solid experience in moderation, labeling, search quality, or data synthesis.

  2. Minimum of three years of experience as a product manager or product strategist, including process design experience.

  3. Proficiency in Chinese and and a basic understanding of English (spoken and written). Candidates with global education or work experience are preferred.

  4. 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.

  5. 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.

  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 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 [email protected].

  Job Information

  [For Pay Transparency] Compensation Description (annually)

  The base salary range for this position in the selected city is $165120 - $414000 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.

  Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life. We offer the following benefits to eligible employees:

  We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match. As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.

  Our time off and leave plans are: 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.

  We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 401K company match, gym and cellphone service reimbursements. The Company reserves the right to modify or change these benefits programs at any time, with or without notice.

Comments
Welcome to zdrecruit comments! Please keep conversations courteous and on-topic. To fosterproductive and respectful conversations, you may see comments from our Community Managers.
Sign up to post
Sort by
Show More Comments
SIMILAR JOBS
Principal Product Manager, GenAI | Enterprise
Our Company Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional di
Product Lead
monday.com is looking for a Product Lead who will be responsible for leading a world-class team of engineers & designers and is passionate about building ground-breaking, lovable products. You wi
Head of Enterprise Product
Being a product director of enterprise at monday.com Your work will influence the day-to-day work of more than 170,000 businesses (and counting). It's a lot, but in many aspects, we feel that we're j
Sr. Product Manager, Business Model Strategy
Our Company Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional di
Assistant General Manager, Merchandising - Charlotte Prem Outlet
About Old Navy Forget what you know about old-school industry rules. When you work at Old Navy, you're choosing a different path. From day one, we've been on a mission to democratize fashion and make
Claris- Senior Manager, Product Manager
Summary Posted: Sep 26, 2023 Weekly Hours: 40 Role Number:200504827 At Claris, an Apple company, we're on a mission to empower developers to be their best - solving critical technology problems effic
New Product Operations - Audio SiP
Summary Posted: Aug 31, 2023 Weekly Hours: 40 Role Number:200499063 Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experienc
HCP Product Manager
Site Name: Durham Blackwell Street Posted Date: Oct 9 2023 Company Overview ViiV Healthcare is a global specialty HIV company, the only one that is 100% focused on researching and delivering new medi
Tech Product Director - Supply Planning
Site Name: UK - London - Brentford, India - Karnataka - Bengaluru Posted Date: Dec 19 2023 Director, Product Management - Supply Planning GSK is one of the world's leading research-based pharmaceutic
Retail Supervisor, Product Operations - Rivertown Village
About Old Navy Forget what you know about old-school industry rules. When you work at Old Navy, you're choosing a different path. From day one, we've been on a mission to democratize fashion and make
Copyright 2023-2024 - www.zdrecruit.com All Rights Reserved