The position is for a Machine Learning Engineer on TikTok's Local Services Search team, based in San Jose, CA (onsite). The role centers on applying large-scale machine learning to enhance search and recommendations, improve personalization, and boost conversion efficiency for billions of users.
Responsibilities
- Contribute to the Local Services initiative by improving how users discover life services such as hospitality, dining, and leisure.
- Enhance the search experience for local services and support ecosystem growth.
- Apply large-scale machine learning techniques in search and recommendation settings serving billions of users to improve shopping experiences and increase conversion efficiency.
- Design and deploy end-to-end local services search algorithms across the full stack, including query analysis, relevance, recall, coarse and fine ranking, and blended ranking; develop personalized behavior models for relevance; predict CTR and CVR; implement vector recall and value blending.
Requirements
- Strong analytical and problem-solving abilities.
- Solid foundation in machine learning and deep learning, with experience in natural language processing.
- Excellent coding skills with solid knowledge of data structures and algorithms.
- Proficiency in Linux development environments.
Technologies
Benefits
- Day one access to medical, dental, and vision insurance
- 401(k) savings plan with company match
- Paid parental leave
- Short-term and long-term disability coverage
- Life insurance
- Wellbeing benefits
- 10 paid holidays per year
- 10 paid sick days per year
- 17 days of Paid Personal Time, prorated at hire with tenure-based accruals
About TikTok
TikTok is a leading destination for short-form mobile video. The mission is to inspire creativity and bring joy. The global headquarters are in Los Angeles and Singapore, with additional offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Creativity is at the heart of TikTok's mission. The platform enables authentic self-expression, discovery, and connection, supported by diverse teams that create value for communities and share in the joy of the product daily.
Diversity & Inclusion
TikTok is committed to creating an inclusive environment where employees are valued for their skills, experiences, and unique perspectives. Our workplace mirrors the global communities we serve, and we actively celebrate diverse voices to foster an environment that reflects those communities.
TikTok Accommodation
TikTok provides reasonable accommodations in recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs, or other protected reasons. For assistance, contact us at RA-request.
For Los Angeles County (Unincorporated) Candidates
- Qualified applicants with arrest or conviction records will be considered in accordance with federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.
- Interacting with internal and external clients or colleagues on occasion, including unsupervised contact at times.
- Handling confidential information and access to information technology systems with sound judgment.
Job Information
The base salary range for this position in the selected city is $156,000 to $316,800 annually. Compensation may vary outside this range based on qualifications, skills, competencies, experience, and location. Base pay is part of the total package and may be eligible for additional discretionary bonuses, incentives, and restricted stock units.
Benefits may vary by employment type and location. Day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, disability coverage, life insurance, wellbeing benefits, and additional benefits are available. The company reserves the right to modify or change benefits programs at any time, with or without notice.
