TikTok · 13 hours ago
Engineer Graduate: (Machine Learning Engineer - Local Services Search) - 2026 Start (PhD)
TikTok is the leading destination for short-form mobile video, and they are seeking a Machine Learning Engineer to enhance local services by improving user discovery of hospitality, dining, and leisure experiences. The role involves leveraging large-scale machine learning to refine search and recommendation systems for billions of users.
Content CreatorsContent DiscoveryMedia and EntertainmentSocial MediaVideo
Responsibilities
Support the local video service business to enhance user discovery of life services such as hospitality, dining, and leisure
Improve the search experience in local services and promote ecosystem growth
Utilize large-scale machine learning techniques in search and recommendation scenarios with billions of users to: Improve user shopping experiences & Enhance conversion efficiency
Design and implement local services search algorithms across the full stack, including: Query analysis, relevance, recall, coarse ranking, fine ranking, and blended ranking. Personalized behavior modeling for relevance computation. CTR (Click-Through Rate) prediction, CVR (Conversion Rate) prediction. Vector recall and value blending
Qualification
Required
Excellent analytical and problem-solving skills
Strong foundation in machine learning and deep learning, with experience in: NLP (Natural Language Processing)
Personalization
Exceptional coding skills with solid knowledge of data structures and algorithms
Proficiency in Linux development environments
Preferred
Prior experience in search, recommendation, or advertisement algorithms
Familiarity with local life services and e-commerce businesses
Benefits
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 upon hire with increasing accruals by tenure)
Company
TikTok
TikTok is a short-form video entertainment app and social network platform. It is a sub-organization of ByteDance.
H1B Sponsorship
TikTok has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (979)
2024 (601)
2023 (387)
2022 (322)
2021 (133)
2020 (72)
Funding
Current Stage
Late StageRecent News
RTE Online
2026-01-17
Social Media Today
2026-01-17
Sports Business Journal
2026-01-17
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