Machine Learning Engineer/Senior Machine Learning Engineer - Devops, AI for Drug Discovery
Roche6 days ago
South San Francisco, CA, USA or New York, NY, USAMid Level / Senior
H1B sponsor
Base Salary
$141k - $311k/yr
Responsibilities
- Design, implement, and maintain scalable and reliable ML infrastructure on AWS.
- Automate deployment, monitoring, alerting, and operational tasks using Terraform and Helm.
- Manage and optimize CI/CD pipelines and Git repositories for ML projects.
- Collaborate with ML engineers and data scientists to understand infrastructure needs and provide solutions.
- Troubleshoot infrastructure issues and implement security best practices for ML infrastructure.
- Document infrastructure designs, processes, and operational procedures.
- Lead the architecture and delivery of significant technical solutions at the senior level.
- Mentor junior engineers and drive technical alignment and influence across teams at the senior level.
Requirements
- BS/MS degree and 2–3 years of industry experience for the Machine Learning Engineer level or 3–5 years for the Senior Machine Learning Engineer level.
- Experience designing, deploying, and managing AWS infrastructure, including EC2, S3, RDS, EKS, and SageMaker.
- Strong proficiency with Git and Git repository management.
- Hands-on Terraform experience for infrastructure provisioning and management.
- Helm experience deploying and managing applications on Kubernetes.
- Proficiency in scripting languages such as Python and Bash.
- Experience with high-performance computing, distributed systems, cloud computing, and modern machine learning methods.
- Ability to debug complex issues, collaborate with cross-functional teams, take initiative, and deliver projects to completion.
- Ability to write clean code and apply software engineering practices including linting automation, unit testing, documentation, and CI/CD.
- Preferred: experience with MLOps platforms and tools, CI/CD pipelines for ML workflows, and monitoring or logging tools such as Prometheus, Grafana, and the ELK stack.
Benefits
- Benefits are available through the provided company benefits link.
- Relocation benefits are not available for this job posting.
- The role is offered in California or New York, with pay determined by experience, qualifications, location, and other job-related factors.
- A discretionary annual bonus may be available based on individual and company performance.
Tech Stack
Categories
About Roche
Roche is a Swiss healthcare company that develops and sells prescription pharmaceuticals and in vitro diagnostic systems for hospitals, laboratories, and clinicians. Its business spans two core divisions—Pharmaceuticals and Diagnostics—with strengths in oncology, immunology, neuroscience, infectious diseases, and diabetes care. Founded in 1896 and headquartered in Basel, Switzerland, Roche also advances personalized healthcare by pairing therapies with companion diagnostics.