Machine Learning Engineer - Infra San Francisco, CA
ESR Healthcare3 months ago
San Francisco, CA, United States
On-site
Full-time
Junior Level (1-3 years)
Job Description
Machine Learning Engineer - Infra
San Francisco, CA
The Opportunity
We are revolutionizing drug discovery with cutting-edge machine learning techniques. We are seeking a highly motivated and skilled ML Engineer to join our growing team within Genentech Research and Early Development AI Drug Development (gRED AIDD). This role is crucial for enhancing the core features that power our machine learning initiatives.
The ideal candidate will have deep experience building scalable software and infrastructure, while consistently adhering to corporate standards and best practices.
What you'll do
- 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
- 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 enviro
Required Skills
Rust
Mentoring
Machine Learning
Technical Project Management
Problem-solving
C++
Go
Infra Design
Communication
Python
Infrastructure Management
Git
AWS (EC2, S3, RDS)