# Cybersecurity RL Environment Reviewer — Offensive & AppSec at idlexperts

Cybersecurity RL Environment Reviewer — Offensive & AppSec at idlexperts in United States. Remote, part-time, paying $65–$250/hr. Posted October 13, 2026.

- Company: idlexperts
- Location: United States
- Workplace: Remote
- Job type: Part-time
- Pay: $65–$250/hr
- Experience: 1+ year
- Posted: 2026-10-13
- Apply: https://jobs.ashbyhq.com/widgetfactory/94292fb9-2056-43bb-a05c-7d97abbe85ad/application
- Source: https://jobmagic.ai/jobs/cybersecurity-rl-environment-reviewer-offensive-appsec-idlexperts-22fstw

## Requirements

- Hands-on experience finding and validating real vulnerabilities in web applications, APIs, or backend services, through bug bounty, penetration testing, red teaming, or AppSec engineering.
- Comfortable reading unfamiliar code (any of Python, JS/TS, Java, Go, C/C++, Rust) well enough to trace a vulnerable data path, even without being a professional software engineer in that language.
- Able to clearly explain, in writing, why a vulnerability is or isn't real and reachable — you'll be judged on your justifications, not just your verdicts.
- Reliable and self-directed, comfortable working async with limited day-to-day oversight.

## Description

Cybersecurity RL Environment Reviewer — Offensive & AppSec**Part-Time, Remote**

### About idlexperts

idlexperts is idler's quality assurance network — the part-time, remote contributors ("experts") who review idler's reinforcement-learning environments before they're delivered to customers. Experts are the last check between what engineering builds and what a customer receives: they confirm a task is solvable as given, confirm the grading actually tests the right thing, and flag anything that would make the task unfair or ambiguous to an AI model attempting it.

### About the Role

We're building a dedicated bench of cybersecurity reviewers to QA our offensive-security and application-security RL environments: vulnerability-discovery tasks, vulnerability-patching tasks, and end-to-end exploit-construction tasks. You'll work through environments we've already built — not build new ones — and tell us whether they're fair, correct, and ready to ship.

This is part-time, flexible-hours part-time work. Most experts work a handful of hours per week; we'll scope specific weekly workload with you directly.

### What You'll Do

- Review a codebase and a described vulnerability (e.g., SQLi, IDOR, SSRF, insecure deserialization, a memory-safety bug) and confirm it's real, reachable, and findable by a skilled engineer using only the context provided — no outside information required.

- For patching tasks, confirm the grading actually fails while the exploit still works and passes only once it's genuinely fixed — not just pattern-matching a diff.

- For exploit-construction tasks, trace or attempt the intended exploit path yourself to confirm it's achievable within the given environment and constraints.

- Flag inconsistent files, missing context, unclear requirements, or anything that would make the task unsolvable or ambiguous for a model attempting it cold.

- Write a short, clear justification for every accept/reject/flag decision — this matters as much as the decision itself.

### What We're Looking For (Minimum Qualifications)

- Hands-on experience finding and validating real vulnerabilities in web applications, APIs, or backend services, through bug bounty, penetration testing, red teaming, or AppSec engineering.

- Comfortable reading unfamiliar code (any of Python, JS/TS, Java, Go, C/C++, Rust) well enough to trace a vulnerable data path, even without being a professional software engineer in that language.

- Able to clearly explain, in writing, why a vulnerability is or isn't real and reachable — you'll be judged on your justifications, not just your verdicts.

- Reliable and self-directed, comfortable working async with limited day-to-day oversight.

### Nice to Have

- An active or past bug bounty track record (HackerOne, Bugcrowd, Synack, Intigriti) — leaderboard ranking, hall-of-fame mentions, or CVE credits are all useful signal.

- CTF experience (web or pwn categories), especially with a public CTFtime team ranking.

- A security certification such as OSCP, OSWE, OSCE, eJPT, eCPPT, or GWAPT.

- Prior experience specifically evaluating or grading other people's security findings (triage, review, or mentorship work).

### Compensation

Hourly, part-time. Pay depends on experience and track record:

- **$65–$100/hour** — solid, demonstrable offensive-security experience (consistent bug bounty activity, 1+ years in an AppSec/pentest role, or a relevant certification) and the ability to independently verify straightforward discovery and patching tasks.

- **$125–$250/hour** — a recognized track record (top-tier bug bounty leaderboard placement, live-hacking-event invitations, advanced certifications such as OSWE/OSCE, or 5+ years of specialized offensive-security work), able to handle ambiguous or disputed calls and the hardest exploit-chaining tasks.

Exceptional, elite-tier reviewers (e.g., top-50 global bug bounty hunters) may be engaged above this range case-by-case for our highest-difficulty environments.

###
How to Apply

Share links to your bug bounty profile(s), CTF team page, GitHub, or any public write-ups/CVEs. We'll follow up with a short, paid sample review (one task, roughly 30–45 minutes) as the final step before starting regular work.