Staff Devops Engineer, Machine Learning #2569
Remote-USA or Menlo Park
Grail is looking for a scientific-computing focused DevOps engineer to manage and improve the infrastructure that software engineers and scientists rely on across all stages of our research program. You will collaborate with cross functional teams including Bioinformatics, Software Engineering, IT, Clinical and Lab Operations, and Data Science to facilitate a diverse research environment, set up robust and reproducible computational tools, and monitor and optimize the team’s resource usage. In this role, you will be in a position to empower the engineering and scientist teams with the platforms they need as we work towards detecting cancer early!
Responsibilties
- Design, create, and maintain systems and infrastructure.
- Write tools to improve productivity of team members.
- Improve maintainability and robustness of the codebase.
- Monitor and improve the availability, and usage of scientific compute resources.
- Help evolve code and environment architectural design to support a growing team of 70+ software and bioinformatics engineers.
- Pioneer, implement, and enforce best practices for automated testing, software deployment, and code management.
Your background should include
- 5+ years of professional experience in an SRE, DevOps, or Cloud infrastructure engineer role.
- Strong knowledge of one or more build systems: Bazel, Buck, Maven, Gradle
- Strong knowledge of continuous integration, Gitlab, Jira
- Strong Bash skills
- Experience with Docker
- Some experience writing Python, Java, Golang, Ruby, R, or TypeScript (R experience especially preferred).
Preferred Experience
- Familiarity with scientific computing tools: Tensorflow, NumPy, PyTorch, Jupyter, R Notebook, etc
- Knowledge of terraform, AWS security, architecture and best practices
- Experience building and maintaining Kubernetes clusters
Following extensive monitoring, consideration of business implications, and advice from internal and external experts, GRAIL US has made the decision to require that all U.S. employees be “Fully Vaccinated” with the COVID-19 vaccine. “Fully Vaccinated” is defined as two weeks after both doses of a two-dose vaccine (e.g. Pfizer or Moderna) or two weeks since a single-dose vaccine (e.g. Johnson & Johnson) has been administered. Absent a qualifying exemption, all GRAIL US employees are to comply with this requirement, including providing documentation of such vaccination status, as a condition of employment. Anyone unable to be vaccinated, either because of a sincerely held religious belief or a medical condition or disability that prevents them from being vaccinated, can request a reasonable accommodation for consideration by GRAIL.
Tags: Architecture AWS Biology Computer Science DevOps Docker Engineering GitLab Golang Jira Jupyter Kubernetes Machine Learning Maven NumPy Python PyTorch R Research Ruby Security TensorFlow Terraform Testing TypeScript
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