Machine Learning Engineer/Senior Machine Learning Engineer - Devops, AI for Drug Discovery
Genentech2 months ago
Daly City, 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-related issues and implement security best practices.
- Document infrastructure designs, processes, and operational procedures.
- Identify infrastructure gaps and propose improvements.
- For the senior level, lead significant technical solutions, mentor junior engineers, and drive technical alignment across teams.
Requirements
- BS/MS with 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 with scripting languages such as Python and Bash.
- Strong debugging, problem-solving, communication, collaboration, initiative, and project-delivery skills.
- Ability to write clean code and apply software engineering practices including linting automation, unit testing, documentation, and CI/CD.
- Familiarity with modern machine-learning methods and experience with high-performance computing, distributed systems, and cloud computing.
- Preferred: experience with MLOps platforms and tools, ML workflow CI/CD pipelines, and monitoring or logging tools such as Prometheus, Grafana, and the ELK stack.
Benefits
- Benefits are available as detailed in the linked benefits information.
- A discretionary annual bonus may be available based on individual and company performance.
- Relocation benefits are not available for this job posting.
- The role is offered in California and New York locations.
Tech Stack
Categories
About Genentech
Genentech discovers, develops, and commercializes biologic therapies for serious diseases across oncology, immunology, neuroscience, ophthalmology, infectious disease, and metabolism. Founded in 1976 and headquartered in South San Francisco, it operates as a member of the Roche Group, with research centered in its gRED organization and revenue driven by prescription drug sales and collaborations.