Huntsville, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Huntsville, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Huntsville, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Huntsville, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Mobile, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Mobile, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Birmingham, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Birmingham, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Tuscaloosa, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Tuscaloosa, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Montgomery, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Montgomery, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Birmingham, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Birmingham, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Montgomery, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Montgomery, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Mobile, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Mobile, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Tuscaloosa, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Tuscaloosa, AL · On-site
$20 - $30/hr
... Review -- Take an existing annotation, written by our AI tooling or another person, and confirm ... TASKS YOU'LL SEE • Feature build -- Add a working feature to a live library without breaking ...
Tuscaloosa, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Tuscaloosa, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Mobile, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Mobile, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Tuscaloosa, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Tuscaloosa, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Mobile, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Mobile, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Montgomery, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Montgomery, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Mobile, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Mobile, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Huntsville, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Huntsville, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Birmingham, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Birmingham, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Huntsville, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Huntsville, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Tuscaloosa, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
Tuscaloosa, AL · Remote
$90 - $130/hr
... AI performance on contract tasks with rigor and consistency. * Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions.
| Aspect | Ai Task Reviewer | Data Annotator |
|---|---|---|
| Required Credentials | Basic computer skills, training in review guidelines | Basic computer skills, training in annotation tools |
| Work Environment | Remote or office-based, reviewing AI outputs | Remote or office-based, labeling and annotating data |
| Industry Usage | AI development, machine learning projects | Data preparation, machine learning datasets |
| Search & Comparison Intent | Understanding review roles in AI projects | Understanding data labeling roles in AI |
The main difference between an Ai Task Reviewer and a Data Annotator lies in their roles within AI development. Ai Task Reviewers focus on evaluating and validating AI outputs, ensuring quality and accuracy, while Data Annotators are responsible for labeling and preparing data used to train AI models. Both roles are essential in the AI industry, often requiring similar skills but serving different functions in the data pipeline.
For Ai Task Reviewer jobs in Alabama, the most frequently searched job titles are:
The top searched job categories for Ai Task Reviewer jobs in Alabama are:
Cities in Alabama with the most Ai Task Reviewer job openings:
$20 - $30/hr
Full-time
Posted 6 days ago
Type: Contract, hourly
Location: Remote
Hours: 20–30 per week
Pay: $20–30/hour, based on experience and language coverage
Start: Immediate
ABOUT THE ROLE
We evaluate how well advanced AI coding agents solve real engineering problems. An agent is given a real open source codebase inside a container and a hard task, then works on its own for 80 to 250 steps. A trajectory is the full record of that run — every command, result, and decision.
You will do two jobs, and you should expect either on any given day.
•Annotate — Read a trajectory nobody has looked at yet and judge it step by step.
• Review — Take an existing annotation, written by our AI tooling or another person, and confirm, correct, or reject it.
TASKS YOU'LL SEE
• Feature build — Add a working feature to a live library without breaking anything that already worked.
• Rebuild — Work out what a compiled tool does by running it, then rebuild it to match its output, exit codes, and file effects.
• Bug hunt — Find and fix twenty undocumented bugs across a dozen files with no test suite, then record what caused them.
Mostly Python and Go, with some Rust, C, and Ct+. A trajectory runs about 100 steps.
WHAT YOU JUDGE IN A TRAJECTORY
• Was the command right for the state the environment was actually in?
• Did the agent read the previous output correctly?
• Was the step wrong, or only inefficient — these are scored differently.
• Where did the run first go off course — usually earlier than where it visibly broke.
• Did the agent notice its own mistake and recover, or keep building on a false assumption?
• Did it game the grader instead of solving the task (e.g., weakening a test or hardcoding an expected value)?
WHAT WE NEED FROM YOU
• Experience — 2+ years in software engineering, DevOps, or site reliability, with real debugging in real codebases.
• Languages — Strong in Python or Go, and able to read a language you've never used.
• Linux — Comfortable with logs, running processes, build failures, and containers.
• Workflow — Everyday Git, diffs, pull requests, and issue tracking.
• Debugging — Able to work with no test suite and no error message pointing at the cause.
• Focus — Able to hold context across a long run, because step 74 can depend on step 12.
• Writing — Clear English, since every judgement needs an explanation another engineer can check.
