Foundation EGI
Linkedin · Posted 26d ago
ML Ops Engineer (Boston, MA)
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Indexed description
Requirements:
- Architect, build, and operate end-to-end ML pipelines for training, validation and deployment on Google Cloud and AWS
- Define, instrument, and maintain logging, monitoring, and alerting for model performance and data drift
- Automate CI/CD for ML artifacts and infrastructure using GitHub Actions or equivalent
- Collaborate with cross-functional teams, including frontend engineers, backend engineers, research engineers, and infrastructure engineers
- Write clean, well-documented, fast, and maintainable code
- Help ensure our systems have high availability and performance
- Experience in computer graphics or physics-based simulation
- Background in setting up Prometheus/Grafana, ELK, or similar monitoring stacks
- Experience with Vertex AI
- Experience working with custom Domain-Specific Languages
What we're looking for
- BS in Computer Science or a related field
- 5+ years of experience as a AI/ML Ops, DevOps, Infrastructure Engineer or equivalent
- Expert-level Python and TypeScripts skills
- Experience with Docker, Kubernetes, Terraform, Google Cloud and AWS
- Deep understanding of machine learning models, including LLMs
- Experience designing and maintaining CI/CD pipelines to fine-tune or train ML models
- Excellent written and verbal communication skills
- Experience in computer graphics or physics-based simulation
- Background in setting up Prometheus/Grafana, ELK, or similar monitoring stacks
- Experience with Vertex AI
- Experience working with custom Domain-Specific Languages
- Google Cloud, AWS
- Python, TypeScript
- Protobuf, gRPC
- Next.JS, React.JS
- GitHub Actions
- Docker, Kubernetes, Spinnaker
- PostgreSQL
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