Staff Machine Learning Engineer
San Francisco, California, United States
USD 170K-225K Senior-level Full Time
Tasks
- Address position bias and systemic biases
- Build automated retraining pipelines
- Build personalization and preference models
- Design model experiments
- Detect model skew
- Develop ML methodologies and raise technical bar
- Drive production reliability for ranking models
- Implement rollback capability
- Improve IAR for booking segment
- Leverage intent signals for ranking
- Mentor engineers and lead code and design reviews
- Own ranking system architecture
- Participate in architecture reviews
- Produce debiased training data
- Provide technical recommendations for stakeholders
Perks/Benefits
- 401k match
- Education stipend
- Employer-paid health insurance
- Flexible time off
- IKEA discounts
- Product stipends
- Reproductive health support
- Wellness stipend
Skills/Tech-stack
A/B | A/B Testing | Airflow | B testing | BigQuery | CI/CD | DBT | Data Pipelines | Debiasing | Deep learning | Docker | Feature Engineering | Feature Store | Kafka | Kubernetes | LightGBM | Machine Learning | Model Monitoring | Model retraining | PyTorch | Python | Ranking Systems | Recommender Systems | Reinforcement Learning | SQL | Scikit-learn | Snowflake | TensorFlow | Terraform | XGBoost
Education
Regions
Countries
States
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