Machine Learning Engineer/Senior Machine Learning Engineer - Devops, AI for Drug Discovery
Core
Building and maintaining scalable, robust ML infrastructure on AWS to power machine learning initiatives for drug discovery and development.
Role type
Senior IC ML Infrastructure DevOps Engineer
Builds
Scalable ML infrastructure, CI/CD pipelines, and deployment automation for Genentech's AI for Drug Discovery group
Domain
Biopharmaceuticals / Cloud Infrastructure / MLOps
Deliverable
infrastructure
Required skills
AWS (EC2, S3, RDS, EKS, SageMaker), Terraform, Helm, Kubernetes, Git, Python, Bash, CI/CD, distributed systems, high-performance computing
Preferred skills
MLOps platforms, monitoring and logging tools (Prometheus, Grafana, ELK stack)
Responsibilities
Design and maintain scalable ML infrastructure on AWS; Automate deployment, monitoring, and operational tasks; Manage and optimize CI/CD pipelines; Collaborate with ML engineers and data scientists to solve infrastructure needs; Troubleshoot infrastructure issues; Enforce security best practices; Document infrastructure designs and processes
Seniority
Senior, hands-on IC with mentorship responsibilities
