Google Cloud accelerates every organization’s ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Google’s cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.
Requirements
- Experience coding in Python, bash scripting, and using OSS frameworks such as TensorFlow, PyTorch, Jax, etc.
- Experience building and operationalizing machine learning models.
- Experience with containerization, K8s, Kubernetes on cloud.
- Experience with running MLPerf benchmarks.
- Experience with performance profiling tools (i.e., Tensorflow profiler, PyTorch profiler, Tensorboard).
- Experience designing, architecting AI compute clusters.
- Ability to debug distributed training/inferencing code running.
Responsibilities
- Become trusted advisors to customers, helping them understand and incorporate AI accelerators into their overall cloud strategy by designing training and inferencing platforms, using the latest and greatest accelerators Google Cloud has to offer.
- Demonstrate Google Cloud's differentiation by leading POCs, showcasing features, and optimizing model performance through profiling and benchmarking.
- Develop repeatable assets to enable customers and internal teams.
- Influence Google Cloud strategy by advocating for enterprise customer requirements at the intersection of infrastructure and AI/ML.
- Identify and assess AI opportunities, run benchmarks, develop migration paths, and analyze cost-to-cost performance to help clients leverage optimized infrastructure within their cloud strategy.
Other
- Travel to customer sites and events as required.
- Applicants in the County of Los Angeles: Qualified applications with arrest or conviction records will be considered for employment in accordance with the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.
- Applicants in San Francisco: Qualified applications with arrest or conviction records will be considered for employment in accordance with the San Francisco Fair Chance Ordinance for Employers and the California Fair Chance Act.
- Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.
- We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.
