Machine Learning Engineer, Search Recommendation

Tiktok Inc
San Jose, CA, United States
3 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Working hours
Regular working hours

Tech stack

Data Structures Design of User Interfaces Human-Computer Interaction Search Algorithms Machine Learning Natural Language Processing Recommender Systems Web Traffics Information Technology Software Coding

Job description

  • Enhance search recommendation services and models for TikTok, driving increased search traffic on TikTok and TikTok Mall, while also improving user s search understanding.
  • Optimize the recommender system based on hyperscale machine learning models, covering a range of tasks from recall/first-stage ranking to final-stage ranking in the end-to-end workflow.

Requirements

Machine Learning, Machine Learning, eCommerce, Natural Language Processing (NLP), Sales, Search Algorithms, Website Traffic Growth, User Interface/Experience (UI/UX), Computer Science, Algorithms, * Explore the upper limits of short text recommendation and general recommendation technology, with a focus on the interaction between recommendation and NLP technology. Minimum Qualifications

  • 3+ years of work experience in machine learning. Good product sense with a focus on user experience.
  • Bachelor or advanced degree in computer science or a related technical discipline.
  • Excellent coding skills. Solid knowledge of data structure and algorithms.
  • Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.

About the company

About the Team: The Search Growth team is at the forefront of developing the search recommendation algorithm for TikTok s rapidly expanding global e-commerce enterprise. Utilizing cutting-edge machine learning technology, advanced NLP, CV, recommendation, and multi-modal technology, we re shaping a pioneering engine within the industry. Our objective is to deliver the ultimate e-commerce search experience to over 1 billion active TikTok users worldwide. Our mission: to create a world where “there are no hard-to-sell, overpriced products.”

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