TikTok
Machine Learning Engineer, Large Language Model&Generative AI
TikTok, San Jose, California, United States, 95199
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.
About The Team:Responsible for the research and application of the company's large-scale models, exploring new applications and solutions for related technologies in the fields of search, recommendation, advertising, content creation, and customer service. The main job directions include:Exploring and developing large-scale language models and optimizing enterprise applications to the extreme;Data construction, instruction tuning, preference alignment, and model optimization;Implementation of relevant applications, including content generation, reasoning, code generation, etc.;Collaborating with cross-functional teams to produce and apply new science to responsibly develop and deploy large language models;In-depth research and exploration of more usage scenarios in future life.
QualificationsExcellent coding ability, data structures, and fundamental algorithm skills, proficient in C/C++ or Python, winners of competitions such as ACM/ICPC, NOI/IOI, Top Coder, Kaggle, etc. are preferred;Experience in one or more of the following areas: NLP, Ranking, Ads, search engine, recommender system, distributed system, and machine learning;Familiar with NLP, CV-related algorithms, technologies, and large-scale model training and RL algorithms are preferred;Excellent problem analysis and solving skills, able to deeply solve problems in large-scale model training and application;Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.
Job Information:The base salary range for this position in the selected city is $145000 - $355000 annually. Compensation may vary depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location.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:100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and a Health Savings Account (HSA) with a company match;Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans;10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) and 10 paid sick days per year;12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability;Mental and emotional health benefits through our EAP and Lyra;A 401K company match, gym and cellphone service reimbursements.
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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.
About The Team:Responsible for the research and application of the company's large-scale models, exploring new applications and solutions for related technologies in the fields of search, recommendation, advertising, content creation, and customer service. The main job directions include:Exploring and developing large-scale language models and optimizing enterprise applications to the extreme;Data construction, instruction tuning, preference alignment, and model optimization;Implementation of relevant applications, including content generation, reasoning, code generation, etc.;Collaborating with cross-functional teams to produce and apply new science to responsibly develop and deploy large language models;In-depth research and exploration of more usage scenarios in future life.
QualificationsExcellent coding ability, data structures, and fundamental algorithm skills, proficient in C/C++ or Python, winners of competitions such as ACM/ICPC, NOI/IOI, Top Coder, Kaggle, etc. are preferred;Experience in one or more of the following areas: NLP, Ranking, Ads, search engine, recommender system, distributed system, and machine learning;Familiar with NLP, CV-related algorithms, technologies, and large-scale model training and RL algorithms are preferred;Excellent problem analysis and solving skills, able to deeply solve problems in large-scale model training and application;Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.
Job Information:The base salary range for this position in the selected city is $145000 - $355000 annually. Compensation may vary depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location.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:100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and a Health Savings Account (HSA) with a company match;Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans;10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) and 10 paid sick days per year;12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability;Mental and emotional health benefits through our EAP and Lyra;A 401K company match, gym and cellphone service reimbursements.
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