The business problem is to lead a technical team to provide profiling and optimization tools for the Neuron ML accelerators fleet, ensuring the right tools are available for performance profiling of large ML workloads, identifying bottlenecks and automatically providing improvement recommendations at Amazon Annapurna Labs.
Requirements
- 5+ years of non-internship professional software development experience
- 5+ years of programming with at least one software programming language experience
- 5+ years of leading design or architecture of new and existing systems experience
- 5+ years of full software development life cycle experience
- Experience as a mentor, tech lead or leading an engineering team
- Programming language experience
- Software development life cycle experience
Responsibilities
- Provide technical leadership to the Neuron Core Tools team
- Work closely with the frameworks and compiler teams
- Collect requirements from various other teams including training, inference and runtime
- Collaborate with the compiler performance team to ensure timely release of the core performance tools
- Anticipate future needs based on the product roadmap and develop necessary tools to increase efficiency in large scale compute
- Lead design or architecture of new and existing systems
- Full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations
Other
- 5+ years of experience
- Bachelor's degree in computer science or equivalent
- Work safely and cooperatively with other employees, supervisors, and staff
- Adhere to standards of excellence despite stressful conditions
- Communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service
