Applied Scientist: ML Accelerator for Custom Silicon

Amazon Inc.; Seattle, Northern (WA, KY); Hybrid; USD 136,000 - 213,000; Full time

Benefits offered by this job

Health insurance

401(k) matching

Paid time off

Parental leave

Job summary

Annapurna Labs, part of Amazon, is seeking an Applied Scientist to advance pre-silicon verification for a custom Machine Learning Accelerator Chip. You will design and implement the solving framework and collaborate with hardware engineers to create realistic test content.

You will prototype ML-driven methods to automate content creation, model the ML ISA, and ensure correctness of instruction streams using formal methods and an SMT-based workflow.

Qualifications

• Experience programming in Java, C++, Python or related language.
• Experience with SQL and an RDBMS (e.g., Oracle) or Data Warehouse.

Responsibilities

• Develop an understanding for a custom machine learning instruction set architecture.
• Model correctness of instruction streams using first order logic.
• Create custom API's to allow control over scheduling and randomness.
• Deploy algorithms to ensure concurrent code is safely constructed.
• Create coverage metrics to ensure solution space coverage.
• Use novel methods like machine learning to automate content creation.

Skills

Java

C++

Python

Tools

SQL

RDBMS

Job description

Annapurna Labs, part of Amazon, is seeking an Applied Scientist to advance pre-silicon verification for a custom Machine Learning Accelerator Chip. You will design and implement the solving framework and collaborate with hardware engineers to create realistic test content.

You will prototype ML-driven methods to automate content creation, model the ML ISA, and ensure correctness of instruction streams using formal methods and an SMT-based workflow.