Code Review Participant (Remote)

Job summary

Review coding tasks and their evaluation harnesses, assessing whether the challenges reflect realistic software engineering problems. Verify the logic, test cases, and structure of the environments and provide technical feedback through guided discussion and screen sharing.

Job details

Role Title: Software Engineers: Paid Code Review for AI Agent Evaluation Role Type: Contractor Location: Remote What We're Researching We're running a paid study on the coding environments and programming tasks used to benchmark artificial intelligence agents. Creating robust evaluation harnesses ensures that AI models are tested against realistic software engineering scenarios. This work directly feeds into improving how autonomous agents handle complex coding objectives. How It Works During this remote session, you will review a series of coding tasks and their corresponding evaluation harnesses. You will assess whether the programming challenges accurately reflect real-world software engineering problems. We will ask you to verify the logic, test cases, and overall structure of the environments provided. Your technical feedback will be captured through a guided conversation and screen-sharing exercises. Who This Is For We are looking for practicing software engineers with strong backgrounds in building and testing complex systems. Candidates should have direct experience writing test suites, evaluation harnesses, or comprehensive code reviews. We welcome backend engineers, full-stack developers, machine learning engineers, and software architects. What You’ll Do 1. During this remote session, you will review a series of coding tasks and their corresponding evaluation harnesses. 2. You will assess whether the programming challenges accurately reflect real-world software engineering problems. 3. We will ask you to verify the logic, test cases, and overall structure of the environments provided. Apply Now!

What you’ll do

Review coding tasks and their evaluation harnesses, assessing whether the challenges reflect realistic software engineering problems. Verify the logic, test cases, and structure of the environments and provide technical feedback through guided discussion and screen sharing.

Requirements

Candidates should be practicing software engineers with strong experience building and testing complex systems. Direct experience writing test suites or evaluation harnesses, or conducting comprehensive code reviews, is sought; relevant backgrounds include backend, full-stack, machine learning engineering, and software architecture.

Listed skills

• Software · Preferred
• Évaluation · Preferred
• Technical · Preferred
• Machine learning · Preferred
• Organization · Preferred
• Attention to detail · Preferred

Other relevant skills

Identified from the job description. Confirm important requirements above.

• Software Engineering
• Code Review
• Test Suite Development
• Evaluation Harnesses
• Testing Complex Systems
• Backend Development
• Full-Stack Development
• Machine Learning Engineering
• Software Architecture
• Test Case Verification
• Logic Verification

Job areas

• Software
• Technology
• Engineering
• Science & Research

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