AI Developer
CACI International Inc
AWSEC2FlaskLinuxPythonSQLUnix
Senior MLOps Engineer
Vannevar Labs
full-time
Posted on:
Location: New York • 🇺🇸 United States
Visit company websiteSalary
💰 $160,000 - $200,000 per year
Job Level
Senior
Tech Stack
AWSAzureBootstrapCloudGoogle Cloud Platform
About the role
- Own the transition of developed MLOps pipeline components into an automated pipeline to produce and evaluate models for production
- Develop metrics and methodologies to identify algorithmic and training gaps, ensuring the effectiveness of the production models are visible to all stakeholders
- Collaborate with cross disciplinary engineering teams to integrate developed algorithms and models into production
- Be a hands-on technical contributor to unblock or bootstrap key initiatives
- Coordinate engagements with Forward Deployed Engineers and ML Research Scientists, prioritize data collection efforts, and work with external partners to accelerate model deployments
- Ensure models are delivered to address mission critical sensing requirements for end users in the United States Government
- Travel up to 20% of the time to meet with internal and external stakeholders
Requirements
- 4+ years working with ML researchers to take AI/ML products from research to production
- 2+ years of building CI/CD pipelines or using Infrastructure-as-code tools
- 2+ years developing server-side architecture and data models to support data products that integrate machine learning
- 2+ years with model versioning and experimentation platform like Weights and Biases
- Experience deploying code to cloud platform (AWS, Google Cloud Platform, or Azure)
- Experience developing AI/ML models in physical or applied science fields OR experience as a signal processing engineer, RF Sytems Engineer, or similar discipline
