Applied Scientist: Code Structure AI & Repo Reasoning

Amazon Web Services (AWS); Santa Clara (CA); On-site; USD 172,000 - 222,000; Full time

Job summary

Amazon Web Services (AWS) is hiring an Applied Scientist to build the intelligence layer that lets our AI development tools reason about code through its structure. You will own end-to-end directions from framing to shipping in production, shaping a unified representation of code across signals and build systems.

You will publish at top ML/NLP conferences, ship deployable models at scale, and collaborate with customers to drive impact for millions of developers worldwide.

Qualifications

• 3 years of building models for business application experience.
• PhD, or Master’s degree and 4 years of CS, CE, ML or related field experience.
• Experience in patents or publications at top-tier peer-reviewed conferences or journals.
• Experience programming in Java, C, Python or related language.
• Experience in algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing.
• Experience using Unix/Linux.
• Experience in professional software development.

Responsibilities

• Design a unified representation of code that fuses static analysis, symbol and call graphs, type information, and build system context.
• Build the methods and models that consume that representation to power code navigation, retrieval, and reasoning at repository scale.
• Invent and implement state-of-the-art machine learning solutions that operate at unprecedented Amazon scale.
• Deploy products that directly impact the daily workflows of millions of developers worldwide.
• Publish and present your work at premier ML, NLP, and software engineering conferences (NeurIPS, ICML, ICLR, ACL, EMNLP, ICSE, FSE).
• Accelerate innovation by working directly with customers to rapidly transition research breakthroughs into production systems.

Skills

Java

Python

C

Algorithms & data structures

Distributed computing

Education

PhD

Master's degree in CS/CE/ML plus 4 years experience

Tools

Unix/Linux

Job description

Amazon Web Services (AWS) is hiring an Applied Scientist to build the intelligence layer that lets our AI development tools reason about code through its structure. You will own end-to-end directions from framing to shipping in production, shaping a unified representation of code across signals and build systems.

You will publish at top ML/NLP conferences, ship deployable models at scale, and collaborate with customers to drive impact for millions of developers worldwide.