22 часа назад
Machine Learning Engineer Graduate (Recommendations and Search)
122 574 - 187 200$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer Graduate (Recommendations and Search) (Machine Learning/Recommendations): Building and scaling recommendation engines, search-ranking models, and machine learning pipelines for personalized TikTok experiences with an accent on large-scale data processing, model deployment, and high-throughput production systems. Focus on optimizing inference latency, conducting continuous A/B testing, and improving models using real-time user behavior data.
Location: San Jose, United States; fully in-person schedule up to 5 days a week
Salary: $122,574–$187,200 annually, with potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok’s U.S. data privacy, cybersecurity, trust and safety, and user experience programs.
What you will do
- Design, build, train, and evaluate machine learning models for recommendation systems and search ranking.
- Develop pipelines for feature extraction, model training, evaluation, deployment, and A/B testing.
- Process large-scale user behavior data and catalog logs with distributed systems to create real-time and offline features.
- Optimize online inference latency and throughput for high-QPS production microservices.
- Analyze online metrics, identify bottlenecks, and iteratively improve models to support business goals.
Requirements
- Completing or recently completed a Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, Statistics, or a related discipline.
- Strong foundation in data structures, algorithms, computer systems, and software design.
- Strong theoretical and practical knowledge of machine learning concepts.
- Ability to commit to an onboarding date by the end of 2027 and clearly state availability and graduation date in the resume.
Nice to have
- Experience with recommendation systems, online advertising, information retrieval, natural language processing, machine learning, or large-scale data mining.
- Publications in relevant machine learning and information retrieval conferences or journals.
- Experience in data mining or machine learning competitions such as Kaggle or KDD Cup.
Culture & Benefits
- Medical, dental, and vision insurance from day one.
- 401(k) savings plan with company match, paid parental leave, disability coverage, and life insurance.
- Wellbeing benefits, 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Inclusive workplace with reasonable accommodations available during recruitment.
- On-site collaboration focused on speed, alignment, team development, and integrated execution.
Hiring process
- Applications are reviewed on a rolling basis.
- Candidates may apply to a maximum of two company or affiliate positions and are considered in application order.
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