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snowflake sql python machine learning data pipelines📋 Description
- Partner with CarGurus UK/Canada product teams to define data needs
- Train, evaluate ML models with Python and AWS SageMaker
- Develop data pipelines for training/inference with SQL and Snowflake
- Collaborate with engineers to deploy models to production
- Evaluate performance of production models
- Design A/B tests for models and analyze results
🎯 Requirements
- Curiosity about varied datasets; self-motivated for exploratory analyses
- Proven experience turning data into successful products
- Knowledge of ML techniques for supervised/unsupervised learning and evaluation
- Experience deploying ML services in production
- Proficiency in Python or similar DS languages
- Proficiency in SQL
🎁 Benefits
- Equity for all employees
- Flexible hybrid model and time off
- Daily free lunch and car discount
- Meditation and fitness apps
- Commuting cost coverage
- Work-life balance programs
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