Tech Lead, Senior Machine Learning Engineer - Search Recommendation
Seattle, Washington
Employer: TikTok
Industry: R&D
Salary: Competitive
Job type: Full-Time
Responsibilities
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible. Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve. Join us.
About
The Search Growth E-commerce 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.""
Responsibilities
- Elevate search recommendation services and models for TikTok E-commerce, driving heightened e-commerce search traffic on both TikTok and TikTok Mall, while enhancing user search and purchasing cognition.
- Optimize the recommender system, focusing on hyperscale machine learning models. This involves diverse tasks spanning recall/first-stage ranking to final-stage ranking within the end-to-end workflow.
- Push the boundaries of short text and general recommendation technology, with a specific emphasis on the interaction between recommendation and NLP technology."
Qualifications
Minimum Qualifications
- 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.
- Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus.
Preferred Qualifications
- 5+ years of work experience in machine learning. Good product sense with a focus on user experience.
- Domain knowledge or working experience in any of these areas: modern Recommendation, Search, Advertisement, E-commerce.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://shorturl.at/cdpT2
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible. Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve. Join us.
About
The Search Growth E-commerce 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.""
Responsibilities
- Elevate search recommendation services and models for TikTok E-commerce, driving heightened e-commerce search traffic on both TikTok and TikTok Mall, while enhancing user search and purchasing cognition.
- Optimize the recommender system, focusing on hyperscale machine learning models. This involves diverse tasks spanning recall/first-stage ranking to final-stage ranking within the end-to-end workflow.
- Push the boundaries of short text and general recommendation technology, with a specific emphasis on the interaction between recommendation and NLP technology."
Qualifications
Minimum Qualifications
- 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.
- Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus.
Preferred Qualifications
- 5+ years of work experience in machine learning. Good product sense with a focus on user experience.
- Domain knowledge or working experience in any of these areas: modern Recommendation, Search, Advertisement, E-commerce.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://shorturl.at/cdpT2
Created: 2024-06-27
Reference: A05980
Country: United States
State: Washington
City: Seattle
ZIP: 98109
Similar jobs:
-
AIML - Machine Learning Engineer (Knowledge Extraction), Siri and Information Intelligence
Apple in Seattle, Washington -
Software Engineer (Machine Learning)
Meta in Redmond, Washington -
Machine Learning Engineer, E-Commerce Governance - USDS
TikTok in Seattle, Washington -
Machine Learning Engineer, E-Commerce
TikTok in Seattle, Washington -
Senior Software Development Engineer - Machine Learning, Alexa Smart Home Machine Learning Infrastructure
Amazon in Seattle, Washington💸 $151300 per year -
Machine Learning Engineer, University Graduate (E-Commerce Supply Chain & Logistics)- 2025 Start (Phd)
TikTok in Seattle, Washington -
Software Engineer, Computer Vision/Deep Learning
Waymo in Bellevue, Washington -
Senior Machine Learning Engineer - Ads Signal
TikTok in Seattle, Washington -
Machine Learning Engineer - Data Curation - AIGC, TikTok Monetization GenAI
TikTok in Seattle, Washington -
Senior Machine Learning Engineer - E-commerce Risk Control
TikTok in Seattle, Washington -
Pre-Silicon Machine Learning Compiler Engineer
Apple in Seattle, Washington -
AIML - ML Engineer, Machine Learning Platform & Infrastructure
Apple in Seattle, Washington -
Senior Machine Learning Engineer - TikTok Privacy
TikTok in Seattle, Washington -
Machine Learning Systems Engineer
Apple in Seattle, Washington -
Senior Machine Learning Engineer, Recommendation, E-Commerce Alliance
TikTok in Seattle, Washington -
Senior Machine Learning Engineer, E-commerce Governance Algorithms
TikTok in Seattle, Washington -
Senior Machine Learning Engineer, SMB
TikTok in Seattle, Washington -
Software Engineer (Technical Leadership) - Machine Learning
Meta in Bellevue, Washington -
Machine Learning Engineer, Risk Data Mining - USDS
TikTok in Seattle, Washington -
Machine Learning Engineer, Enterprise Engineering
Amazon in Seattle, Washington💸 $143300 per year