Asic II - Amz9675539

Amazon Amazon · Big Tech · Sunnyvale, CA · Corporate Operations

This role focuses on preparing training data for ML algorithms using cloud infrastructure, performing architecture feasibility analysis, and evaluating video picture quality using industry tools and standards. The primary deliverable is the prepared training data for ML models.

What you'd actually do

  1. Perform architecture feasibility analysis and make recommendations, develop architecture specifications, serve as technical lead throughout the full development lifecycle, from scoping, design, development, and testing.
  2. Drive technology roadmaps in areas of expertise to drive innovation and meet the needs of the long term Amazon Devices’ product roadmap.
  3. Work closely with Silicon and component suppliers to influence their chip roadmaps to meet needs.
  4. Perform video picture quality (PQ) evaluations to evaluate the performance of PQ intellectual property (IP) using industry tools and standards (ISO/IEC, VMAF, SSMI, PSNR, MOS) in both offline software simulations and in a physical laboratory.
  5. Prepare training data for Machine Learning (ML) based algorithms using cloud infrastructure such as AWS EC2 and S3 services in preparation for implementation into a ASIC or System-on-Chip (SoC).

Skills

Required

  • Bachelor’s degree or foreign equivalent degree in Electronic Engineering, Electrical Engineering, or a related field and three years of experience in the job offered or a related occupation.
  • hands-on experience performing video picture quality (PQ) evaluations to evaluate the performance of PQ intellectual property (IP)
  • hands-on experience with industry standard picture quality (PQ) evaluation tools and standards including ISO/IEC, VMAF, SSMI, PSNR, and MOS

Other signals

  • Prepare training data for Machine Learning (ML) based algorithms using cloud infrastructure such as AWS EC2 and S3 services in preparation for implementation into a ASIC or System-on-Chip (SoC).