Research Engineer

Reposted 3 Days Ago
Be an Early Applicant
San Francisco, CA
In-Office
75K-280K Annually
Mid level
Artificial Intelligence • Blockchain • Software • Cryptocurrency
The Role
Join Greptile as a Research Engineer to develop agents that detect bugs in code through novel methods like reinforcement learning and AI testing.
Summary Generated by Built In

We want to build agents that autonomously validate code changes. Today that looks like AI that reviews pull requests in GitHub, catching bugs and enforcing standards. We’re reviewing close to 1B lines of code a month now for over 1,000 companies.

Problems we’re excited about

  • Coding standards can be idiosyncratic and are often poorly documented; can we build agents that learn them through osmosis like a new hire might?

  • Can we identify for each customer what types of PR feedback they do and don’t care about, perhaps using some sample efficient RL, in order to increase signal-to-noise ratio?

  • Some bugs are best caught by running the code, potentially against discerning AI-generated E2E tests. Can we autonomously deploy feature branches and use agents to parallel try to break the application to detect bugs?

Trajectory

  • Went from 0 ---> XM in <12 Months and growing >25% MoM

  • 1,500+ customers

  • Raised 30M+ led by Benchmark, along with continued support from YC, Paul Graham, Initialized, SV Angel, etc..

Team

  • We have assembled a small, talent dense team who have scaled critical functions at companies like Stripe, Google, Figma, LinkedIn, etc.

Qualifications

  • BS in Computer Science or equivalent

  • Some research experience, ideally with ML/LMs/Agents

  • Strong programming skills and good product intuition

Responsibilities

  • Experiment with and apply recent advancements in agents/LMs etc. to improve the performance and capabilities of our products

  • Example: you might study multi-agent architectures, prototype and evaluate a multi-agent code review workflow, and then work with a team to integrate successful prototypes into production systems

  • Stay current with the latest research in LLMs, information retrieval, and developer tooling

Top Skills

AI
Git
Reinforcement Learning
Am I A Good Fit?
beta
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The Company
HQ: San Francisco, California
17 Employees
Year Founded: 2021

What We Do

AI expert that understands your codebase, as an API.

Greptile can review your pull requests, answer questions about your codebase, write descriptions for JIRA tickets and more.

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