Genentech ยท 2 weeks ago
Machine Learning Engineer - Devops
South San Francisco, CA
Full-time
Onsite
Mid, Senior Level
$148K/yr - $274K/yrGenentech is a leader in healthcare innovation, focusing on advancing science and ensuring access to healthcare. The role involves building and maintaining scalable ML infrastructure to support drug discovery initiatives, collaborating with cross-functional teams, and implementing best practices for operational efficiency.
BiotechnologyLife ScienceManufacturing
Responsibilities
Design, implement, and maintain scalable and reliable ML infrastructure on AWS
Automate deployment, monitoring, alerting, and operational tasks using tools like Terraform and Helm
Manage and optimize CI/CD pipelines and Git repositories for ML projects, ensuring efficient version control to support collaboration and deployment
Collaborate closely with ML engineers and data scientists to understand their infrastructure needs and provide solutions
Troubleshoot and resolve infrastructure-related issues in a timely manner
Implement and enforce security best practices for ML infrastructure
Document infrastructure designs, processes, and operational procedures
Contribute to initiatives independently as part of a team, delivering assigned outputs
Proactively identify issues and gaps, proposing ideas and suggestions for improvements
Qualification
Required
Proven experience in designing, deploying, and managing infrastructure on Amazon Web Services (AWS), including services such as EC2, S3, RDS, EKS, SageMaker, etc
Strong proficiency with Git and Git repository management
Hands-on experience with Terraform for infrastructure provisioning and management
Experience with Helm for deploying and managing applications on Kubernetes
Proficiency in scripting languages (e.g., Python, Bash) for automation
Excellent problem-solving skills and a strong ability to debug complex issues
Strong communication and interpersonal skills to effectively collaborate with cross-functional teams and user-facing interactions
Demonstrated ability to take initiative, anticipate needs, and drive projects to completion
Ability to thrive in a fast-paced environment and adapt to evolving requirements while adhering to corporate guidelines
Ability to write clean code with little syntax/convention feedback
Applies software engineering best practices (linting automation, unit testing, documentation, CI/CD)
Familiarity with modern machine learning methods
Knowledge of and experience with high-performance computing, distributed systems, and cloud computing
Preferred
Experience with MLOps platforms and tools
Familiarity with CI/CD pipelines for ML workflows
Knowledge of monitoring and logging tools (e.g., Prometheus, Grafana, ELK stack)
Benefits
Relocation benefits are available for this job posting
A discretionary annual bonus may be available based on individual and Company performance.
Company
Genentech
Genentech is a biotechnology research company that specializes in genetic testing and personalized medicines.
Founded in 1976
10001+ employees
H1B Sponsorship
Genentech has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (167)
2024 (148)
2023 (150)
2022 (178)
2021 (121)
2020 (158)
Funding
Current Stage
Public CompanyTotal Funding
unknown2009-03-26Acquired
1999-07-20IPO
1976-01-01Series Unknown
Leadership Team
Ashley Magargee
Chief Executive Officer
Michael Laird
Vice President
Recent News
2026-01-07
MarketScreener
2026-01-06
Company data provided by crunchbase