Machine Learning Engineer Graduate
1 day ago
Company Overview
">TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. Our global headquarters are in Los Angeles and Singapore, with offices in New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Job Description
We're looking for a talented individual to join our team as a Machine Learning Engineer Graduate. In this role, you will participate in the development of a large-scale Ads system, responsible for relevance model and strategy optimization, and work on NLP capability improvement and query understanding.
Key Responsibilities:
- Participate in the development of a large-scale Ads system
- Responsible for relevance model and strategy optimization, such as semantic matching models, active learning, text/photo/video multi-model, ranking strategy, etc
- Participate in the development and iteration of Ads algorithms by using Machine Learning
- Work on NLP (Natural Language Processing) capability improvement and query understanding, such as query classification, seq2seq, NER (Named Entity Recognition), knowledge graph, bidword optimization, etc
- Work on CTR/CVR model estimation accuracy, data analysis, modeling, feature engineering
- Research and develop Ads pacing algorithms, ads traffic control, etc
- Partner with product managers and product strategy & operation team to define product strategy and features
Salary
$120,000 per year
Benefits
We offer a comprehensive benefits package, including medical, dental, and vision insurance, 401(k) matching, and paid time off.
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