Software Engineers: Paid Code Review for AI Agent Evaluation

Terac; United States; Remote; USD 76,000 - 103,000; Full time

Job summary

Terac is conducting a remote study to benchmark coding environments used to evaluate AI agents. You will review realistic programming tasks and their evaluation harnesses to ensure they reflect real-world software engineering challenges.

During guided sessions you’ll explain your thought process aloud, participate in screen-sharing exercises, and provide feedback on logic, test cases, and overall environment design. Compensation is $65 per hour.

Qualifications

• Active professional experience as a software engineer.
• Hands-on experience building or maintaining test suites and evaluation harnesses.
• Comfortable reviewing code and explaining technical concepts aloud.
• Familiarity with complex real-world software architecture.

Responsibilities

• Review realistic programming tasks for accuracy and difficulty.
• Verify the logic and test cases within provided evaluation harnesses.
• Assess whether coding environments effectively measure software engineering skills.
• Walk us through your thought process while analyzing complex code structures.

Skills

Software engineering

Test suites

Evaluation harnesses

Code reviews

Communication

Job description

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

• Review realistic programming tasks for accuracy and difficulty

• Verify the logic and test cases within provided evaluation harnesses

• Assess whether coding environments effectively measure software engineering skills

• Walk us through your thought process while analyzing complex code structures

Who Should Apply

• Active professional experience as a software engineer

• Hands-on experience building or maintaining test suites and evaluation harnesses

• Comfortable reviewing code and explaining technical concepts aloud

• Familiarity with complex real-world software architecture

Compensation

$65 per hour

About Terac

Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets.

Learn more at terac.com or on YouTube at @jointerac.