Machine Learning Engineer
Senior Machine Learning Engineer - Search Ads
JD
What You'll Do:
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
Requirements
BS degree in Computer Science, Computer Engineering or other relevant majors
Experience with one or more general purpose programming languages including but not limited to: Go, C/C++, Python
5+ years of experience in and a good understanding of one of the following domains: Search, Ads, Recommendation, Monetization Products, Shopping Products.
Experience with one or more of the following: Machine Learning, Deep Learning, NLP, ranking systems, recommendation systems
Ability to think critically and formulate solutions to problems in a clear and concise way
Solid communication and collaboration skills with the ability to work effectively with internal teams in a cross-cultural and cross-functional environment
Job Type: Full-time
Pay: $190,000.00 - $245,000.00 per year
Benefits:
Dental insurance
Flexible schedule
Health insurance
Life insurance
Paid time off
Vision insurance
Compensation Package:
Yearly bonus
Schedule:
8 hour shift
Day shift
Application Question(s):
Do you have any experience with of one of the following domains: Search, Ads, Recommendation, Monetization Products, Shopping Products? If yes so, please provide the number.
Experience:
Python: 5 years (Required)
Machine learning: 5 years (Required)
Work Location: On the road