Amazon Advertising is looking to solve the problem of serving relevant ads to Amazon's customers while ensuring advertisers get the maximum ROI. This involves optimizing sponsored product discovery and sales through native advertising, operating at a massive scale with strict latency constraints.
Requirements
- 3+ years of non-internship professional software development experience
- 3+ years of programming with at least one software programming language experience
- 3+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- Experience as a mentor, tech lead or leading an engineering team
- Experience with common machine learning techniques such as pre-processing data, training, and evaluation
- Experience in building large-scale machine-learning MLOps infrastructure for inference, eval or other parts of the model lifecycle
- Experience profiling and identifying performance bottlenecks on CPU, GPU or other accelerators (e.g. using nsys, torchprof, VTune, gprof etc...)
Responsibilities
- Serve as a tech lead for defining innovative and cutting edge ML infrastructure for both inference and training
- Build POCs and infrastructure for deploying and supporting models in production.
- Own A/B testing of experiments using this infrastructure
- Work closely with scientists across the org to understand requirements and impact opportunities
- Work closely with product managers to contribute to our mission, and proactively identify opportunities where cutting edge ML Infra can help improve customer experience
- Stay on top of modern ML Infra and ML Ops technologies to understand where they can provide the most value within the org
- Help attract and recruit technical talent, mentor engineers and scientists in the team
Other
- Experience as a mentor, tech lead or leading an engineering team
- Los Angeles County applicants: Job duties for this position include: 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; and follow all federal, state, and local laws and Company policies.
- Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position.
- If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information.
- Our compensation reflects the cost of labor across several US geographic markets.
