Irregular Warfare Expert
You will help evaluate AI systems using unclassified irregular warfare and military planning scenarios. Your reviews will use structured judgment, project guidelines, and clear written evidence.
- Field
- Generalist
- Where
- United States, Algeria, Argentina, Austria, Bahrain, Bangladesh +46 more
- Commitment
- part time
- Posted
- 6 days ago
How this pay compares
At $95/hr (the midpoint of $70 to $120), this role pays more than 80% of the 206 open generalist roles with a listed pay range, above the median of $60.
Among platforms with 10 or more priced generalist roles, Alignerr has the highest median ($80/hr across 17 roles) and micro1 the lowest ($50/hr across 54).
OpenTrain AI roles that closed since late October stayed listed a median of 31 days (122 roles). OpenTrain AI posted this one 6 days ago.
Computed from 2,746 open roles we track across Mercor, micro1, Handshake AI, Alignerr, Appen and OpenTrain AI, refreshed daily. Midpoints of listed ranges; “up to” ceilings are left out of medians.
What you would earn at this rate
Per week, before tax
$1,425
Per month, if the work is steady
$6,175
- Tax
- Contract pay arrives with no tax withheld. A US contractor at this rate and these hours would set aside about $1,561 a month for self-employment tax plus federal income tax at the 12% bracket (25%, before state tax). Outside the US, your own country's rules apply.
Assumes paid hours only; unpaid assessments, onboarding and gaps between projects lower the real figure. Full take-home calculator · Track what you actually earn
Open generalist roles on each platform
The same kind of work, priced on every platform we track, with the best-paid open role on each.
| Platform | Open | Median | Best-paid open role |
|---|---|---|---|
| Alignerr | 17 | $80/hr | Frontier Data Lead – Client Success & AI Partnerships$85-120/hr |
| Mercor | 22 | $63/hr | Luxury Automotive Strategy Expert$300-350/hr |
| OpenTrain AIthis role | 115 | $61/hr | Contract Manager and Negotiator (English)$150/hr |
| micro1 | 60 | $50/hr | Member of Technical Staff, Enterprise AI$300k-700k/yr |
| Handshake AI | 24 | up to $88/hr | Intelligence Expert (Bachelor's, Master's and PhDs) - AI TrainerUp to $200/hr |
“Up to” rows list only ceilings, so their median is a maximum, not comparable with the range midpoints above them.
All 238 open generalist roles →The full listing
As posted on OpenTrain AI. See the original
The work
You will help evaluate AI systems using unclassified irregular warfare and military planning scenarios. Your reviews will use structured judgment, project guidelines, and clear written evidence.
The work focuses on reviewing source materials and model outputs, then explaining your decisions so future model behavior can improve.
- Evaluate model outputs against project rubrics and document evidence-based judgments.
- Review source materials and model responses for accuracy, quality, and alignment with project guidelines.
- Explain your decisions clearly in written feedback.
- Maintain consistent review quality across repeated evaluation tasks.
What it pays and takes
This is flexible, project-based contract work for someone with professional military or defense experience in irregular warfare, special operations, or operational planning.
- Pay: $70 to $120 per hour.
- Commitment: Flexible, project or task-based work.
- Location: Open to candidates in the countries listed for this role.
- Language: Professional fluency in English.
- Required: Professional experience in special operations forces, irregular warfare, or special operations planning within military or defense organizations.
- Required: Strong knowledge of unconventional warfare, special operations missions, and operational planning.
- Required: Experience applying tactical or operational judgment in military environments.
- Required: Strong analytical, critical-thinking, and written communication skills.
- Helpful: Experience with USSOCOM, U.S. Army Special Forces, Naval Special Warfare, Marine Raiders, Air Force Special Operations, or comparable allied units.
- Helpful: Experience in unconventional warfare, counterterrorism, foreign internal defense, or special reconnaissance.
- Helpful: A background in joint operations, mission planning, intelligence support, operational risk assessment, military reporting, training materials, doctrine, deployed operations, or multinational military operations.
How it works
You apply here in about two minutes and finish on the hiring platform. The next step is a short AI interview (technical roles include a coding challenge). Passing it is how you qualify for paid tasks, so take it soon after you are invited.
The hiring platform's application for this job asks for your resume, your LinkedIn profile, your phone number, your location and answers to 3 screening questions.
About AI training work
AI training is the human work behind many artificial intelligence systems. People review model responses, label information, and give clear feedback so models can produce more useful and reliable results, while experienced subject-matter experts provide the judgment these systems need.
OpenTrain helps people find AI training and data-labeling projects, build a profile, and apply in minutes. Creating an OpenTrain account is free.
From applying to your first payment on OpenTrain AI
- 1
Create a profile
Create a free OpenTrain profile with your domains, languages and hourly rate.
- 2
Apply
Apply to the listing. Some listings hire through OpenTrain; others send you to the hiring platform.
- 3
Funded milestones
The client funds each milestone before work starts.
- 4
First payment
OpenTrain pays out to your connected payout method when the client approves the milestone. It doesn't publish a fixed payout schedule.
Sources: OpenTrain: AI training careers, OpenTrain docs: invoicing and payouts
Full OpenTrain AI profile: watch-outs and the public record →Pay history
OpenTrain AI has changed the listed pay once since Nov 5, 2026:
- Nov 11, 2026$50-100 → $70-120/hrraised
Across OpenTrain AI's generalist roles, the median listed pay was $40/hr on Nov 1, 2026 (50 roles) and is $61/hr as of Nov 11, 2026 (114 roles).
What workers report about OpenTrain AI
Anonymous reports from people who applied or worked there: whether they got work, what they were paid and how fast.
Other generalist roles
- Luxury Automotive Strategy ExpertMercor$300-350/hr
- Member of Technical Staff, Enterprise AImicro1$300k-700k/yr
- Open Source GitHub Maintainermicro1$150-300/hr
- Member of Technical Staff, Infrastructuremicro1$320k-500k/yr
- Strategic Project Leadmicro1$300k-500k/yr
- Intelligence Expert (Bachelor's, Master's and PhDs) - AI TrainerHandshake AIUp to $200/hr