Local Services Developer Jobs

1 job found

11d ago

Machine Learning Engineer, Search - Local Services Team

TikTok San Jose, CA

San Jose, CA

11d ago

$156k - $317k/yr Full time Marketing Ai Ml Big Data

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Job Description

Based in San Jose, CA (onsite), this Machine Learning Engineer role on TikTok's Local Services Search team focuses on applying large-scale ML to improve search and recommendation systems, personalization, and conversion for billions of users.

Responsibilities

Support the local video service business to improve user discovery of life services including hospitality, dining, and leisure experiences.
Enhance the search experience for local services and drive ecosystem growth.
Apply large-scale machine learning techniques in search and recommendation contexts with billions of users to improve user shopping experiences and increase conversion efficiency.
Design and implement local services search algorithms across the full stack, covering query analysis, relevance, recall, coarse and fine ranking, and blended ranking; develop personalized behavior modeling for relevance; forecast CTR and CVR; implement vector recall and value blending.

Requirements

Excellent analytical and problem-solving abilities.
Strong foundation in machine learning and deep learning, with experience in natural language processing.
Strong programming skills with solid knowledge of data structures and algorithms.
Proficiency in Linux development environments.

Technologies

Linux

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 upon hire with increasing accruals by tenure)

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