Software Engineer, Machine Learning Infrastructure
DoorDash
11 months ago
San Francisco, CA, USA +2 more
Senior
H1B Sponsor
Base Salary
$131k - $192k/yr
Responsibilities
- Build a world-class ML platform for seamless model development, training, and deployment.
- Collaborate with Data Scientists and Product Engineers to evolve the ML platform.
- Develop high-performance and flexible pipelines for new technologies and modeling approaches.
- Design infrastructure solutions to manage trillions of feature values and support billions of predictions daily.
- Enhance the reliability, scalability, and observability of training and inference infrastructure.
Requirements
- B.S., M.S., or PhD in Computer Science or equivalent.
- Strong knowledge of CS fundamental concepts and OOP languages.
- 6+ years of industry experience in software engineering.
- Experience building machine learning systems in production.
- Hands-on experience developing and deploying machine learning models.
- Experience in systems engineering within a cloud computing environment.
Benefits
- Comprehensive benefits package including 401(k) with employer match.
- Paid time off and paid parental leave.
- Medical, dental, and vision benefits.
- Disability and basic life insurance.
- Wellness benefits and mental health programs.
Tech Stack
Apache AirflowApache SparkAWSDatabricksMLflowPandasPythonPyTorchTensorFlow
Categories
AI & MLBackendData Science