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Genentech
Machine Learning Engineer/Senior Machine Learning Engineer - Infra, AI for Drug Discovery
Genentech
San Francisco•On-site••2-5 Yrs•3 hours ago
Job description
Overview
A healthier future. It’s what drives us to innovate. To continuously advance science and ensure everyone has access to the healthcare they need today and for generations to come. Creating a world where we all have more time with the people we love. That’s what makes us Roche.
Responsibilities
- Machine Learning Engineer - Infra
- Design, implement, and maintain scalable and reliable ML infrastructure
- Collaborate closely with ML engineers and data scientists to understand and address their infrastructure needs.
- Document infrastructure designs, processes, and operational procedures.
- Senior Machine Learning Engineer - Infra
- Design, implement, and maintain scalable and reliable ML infrastructure, leading the architecture and delivery of significant technical solutions.
- Proactively identify and solve complex, often cross-functional, technical problems within the ML infrastructure domain.
- Collaborate closely with ML engineers and data scientists to understand and address their infrastructure needs.
- Document infrastructure designs, processes, and operational procedures.
- Mentor junior engineers and drive technical alignment and influence across teams.
- Who you are
- Machine Learning Engineer - Infra
- BS/MS with 2-3 years of industry experience required
- Proven experience designing, deploying, and managing infrastructure on AWS (EC2, S3, RDS, etc.).
- Proficiency in scripting languages (e.g., Python) and compiled languages (e.g., C++, Go, Rust).
- Strong experience with Git and repository management.
- Excellent problem-solving skills and a proactive attitude, with the ability to anticipate needs and drive projects to completion.
- Strong communication and interpersonal skills to effectively collaborate with cross-functional teams and influence technical decisions.
- Ability to thrive in a fast-paced environment and adapt to evolving requirements while adhering to corporate guidelines.
- Senior Machine Learning Engineer - Infra
- BS/MS with 3-5 years of industry experience required
- Proven experience designing, deploying, and managing infrastructure on AWS (EC2, S3, RDS, etc.).
- Proficiency in scripting languages (e.g., Python) and compiled languages (e.g., C++, Go, Rust).
- Strong experience with Git and repository management.
- Demonstrated ability to lead technical projects from conception to completion and deliver high-quality, scalable, and reliable software.
- Excellent problem-solving skills and a proactive attitude, with the ability to anticipate needs and drive projects to completion.
- Strong communication and interpersonal skills to effectively collaborate with cross-functional teams and influence technical decisions.
- Ability to thrive in a fast-paced environment and adapt to evolving requirements while adhering to corporate guidelines.
- Extensive experience with large-scale ML model platforms and tools.
- Deep understanding and experience with PyTorch implementation, especially regarding scaling inference performance.
Benefits
- #ComputationCoE
- #tech4lifeComputationalScience
- #tech4lifeAI
- Genentech is an equal opportunity employer. It is our policy and practice to employ, promote, and otherwise treat any and all employees and applicants on the basis of merit, qualifications, and competence. The company's policy prohibits unlawful discrimination, including but not limited to, discrimination on the basis of Protected Veteran status, individuals with disabilities status, and consistent with all federal, state, or local laws.
- If you have a disability and need an accommodation in relation to the online application process, please contact us by completing this form Accommodations for Applicants.