Senior Staff AI/MLE Scientist
Category Data Location Mountain View, California ; San Diego, California Job ID 17709
USD 185K-284K Senior-level Full Time
Tasks
- Advise on model quality and code quality
- Automate retraining and monitoring
- Build feature pipelines
- Create scalable ML capabilities
- Deploy machine learning models
- Design ML methodologies and architectures
- Enable feature reuse and model templates
- Ensure training reproducibility
- Evolve shared ML infrastructure
- Implement MLOps processes
- Improve feature engineering hygiene
- Maintain batch models in production
- Mentor data scientists on modeling best practices
- Own ML stack end-to-end
- Partner with marketing and product to define modeling opportunities
- Run post launch monitoring
- Set deployment patterns
- Set production ML standards
- Train machine learning models
- Translate business problems into ML systems
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Batch modeling | CI/CD | Classification | Databricks | Drift monitoring | Feature Engineering | Feature Store | Feature versioning | LightGBM | MLOps | Machine Learning | Model Monitoring | Propensity Modeling | PySpark | PyTorch | Python | SQL | Scikit-learn | Uplift Modeling | XGBoost
Education
N/A
Regions
Countries
States
Cities
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