about 3 hours ago
Boston, MA, USAMid Level / Senior
H1B Sponsor
Base Salary
$133k - $167k/yr
Responsibilities
- Support data scientists in deploying machine learning models to production.
- Build and maintain APIs and data pipelines for predictive intelligence integration.
- Enhance and maintain CarGurus' cloud-hosted ML platform.
- Develop production-quality training jobs and inference APIs for Python ML models.
- Implement enhancements to the ML platform using AWS SageMaker, GitHub Actions, and Docker.
- Collaborate with data scientists and engineering partners to design scalable systems.
- Develop in-house tools and libraries to standardize the ML development process.
- Maintain aspects of the data science team engineering infrastructure.
Requirements
- Master's degree in Computer Science, Data Science, or related field.
- Two years of experience in machine learning operations or related occupation.
- Proficiency in writing and debugging Python code.
- Experience with software engineering tools and methodologies, including unit testing and containerization.
- Knowledge of the machine learning lifecycle, including model training and deployment.
- Familiarity with Python ML ecosystem tools like scikit-learn, XGBoost, and PyTorch.
- Experience deploying and monitoring ML models in public cloud platforms, particularly AWS.
- Proficiency in SQL and cloud data warehouses such as Snowflake.
Benefits
- Equity for all employees upon starting and as they grow.
- Flexible hybrid work model and robust time off policies.
- Daily free lunch and new car discounts.
- Access to meditation and fitness apps.
- Commuting cost coverage and other thoughtful perks.