Second careers · Employment

AI tools for a veteran job search

An AI chatbot can help you write. It cannot get you hired, and used carelessly it can cost you a federal job, a clearance, or cash out of your pocket. Here is how I would use one, and what I would never hand it.

Why I rebuilt this page. The version going around told veterans to build a short, keyword-stuffed resume and apply. That advice is fine for a private company and wrong for a federal job, and it left out veterans' preference, the free human counselors you already paid for, and the scam warnings. I fixed all of that here. I am one man in Junction City. This is free.

Veterans Crisis Line — dial 988, then press 1. Text 838255. Chat at veteranscrisisline.net. TTY 711 then 988, or 1-800-799-4889. 24 hours a day, 7 days a week. You do not have to be enrolled in VA benefits or health care to connect. A job hunt after service is a hard stretch. If it gets heavy, call.

Start here

What these tools are, and what they cost

ChatGPT, Microsoft Copilot, Google Gemini, Perplexity, LinkedIn's AI features.

These are examples, not endorsements. Features and pricing change without notice, and some of what you read about requires a paid subscription. VA, DOL and DoD do not endorse any AI product, and neither do I. I am naming what people are already using.

Money note. LinkedIn's AI writing and resume-tailoring features sit behind LinkedIn Premium, a paid subscription. On a free account you will not see them. Confirm the current price yourself before you sign up for anything, and never pay for a tool on the promise of a job.

An AI tool is a writing assistant. It drafts, it rephrases, it asks you questions. It does not know you, it does not check facts, and it does not decide who gets hired. A human being still does that.

★ A tool, not a hiring authority.

The correction

A federal resume is not a one-page resume

This is the part that costs veterans federal jobs.

For a federal job on USAJOBS, length is a cap, not a target. Agencies accept a resume up to two pages, and USAJOBS will not let you upload or build one longer. One page is fine. Being short is not what screens you out. Missing content is.

What every work entry has to show, per help.usajobs.gov:

Employer name
Job title
Start and end dates — including the month and the year, not just the year
Hours worked per week
Series and grade, for any prior federal service

That page says agencies use your resume to confirm you meet the qualifications in the announcement. Leave those items out and the rating official has nothing to credit you for. Ask the AI for a federal-format resume, then check it line by line against that page before you upload.

Where the two-page cap comes from: the Merit Hiring Plan, as stated on help.usajobs.gov when I checked it in September 2026. That is hiring policy, not law, and policy gets rewritten. Re-check it before you rely on it.

★ Two pages is a ceiling. Detail is the job.

The screening question

Does a bot screen your federal resume?

Some agencies use automation. A person still reviews your application.

The viral line is that most resumes never reach a human. I could not find that in anything from OPM or USAJOBS. USAJOBS Help rates the keyword-scanning claim “partially true.” Some agencies run an automated check of your application against the job's eligibility and qualification requirements. Human resources specialists always review resumes, and where automation is used, a specialist checks your resume against what you submitted.

It is moving that direction. On August 27, 2026, OPM's director sent agencies a memo, Use of Artificial Intelligence in the Federal Hiring Process, telling them to adopt AI across hiring. It names resume screening and minimum-qualifications review as uses. It also says an official has to review the underlying record and make the decision, not simply accept the AI's summary.

What that means for you:

Use the announcement's own words for your real experience. If it says “budget development” and you did that, write “budget development.”
Show each requirement with an example, a number or a result. A skills list proves nothing.
Put your most relevant experience near the top.
Do not claim what you did not do. Your questionnaire answers have to match your resume, and a person will check.
Do not keyword-stuff. It does not beat a person, and it hurts you when one reads it.

Checked October 2026. This is policy and tools that are changing. Agencies decide how they use automation, and the announcement tells you how yours evaluates applicants. Re-check the two links above before you rely on this.

★ Write for the rating official. Match their words with your real work.

New rule · October 2026

Your application may be shared with other agencies

You have to opt in. Read the prompt before you click.

OPM published an interim rule, Shared Certificates and Pooled Hiring Actions, on September 15, 2026. It took effect October 15, 2026. Public comments are open until November 16, so details can still change.

An agency that has already built a list of qualified candidates can share it with other agencies hiring in the same occupational series, grade and duty location.
A shared list stays usable for 240 days from the day the first agency issued it.
The first agency has to give you the chance to opt in. Names of applicants who did not opt in are redacted, so the other agencies cannot consider you.
OPM can also recruit and screen candidates for several agencies at once, called pooled hiring.
OPM has set a governmentwide goal that at least 60 percent of selections for new external competitive-service hires in fiscal year 2027 come from shared certificates. The rule's preamble cites OPM's July 30, 2026 guidance on annual staffing plans. It is a goal, not part of the rule's text.
For shared excepted-service lists (Pathways and Schedule Policy/Career), the receiving agency must tell you it has your name and application and intends to consider you, and the vacancy must also match at the full performance level. I did not find that notice requirement spelled out for competitive-service lists.
Agencies must still honor priority programs such as CTAP and ICTAP first.

For veterans: a receiving agency may rely on another agency's pass-over of a preference-eligible veteran instead of repeating it. Pass-overs of veterans with a 30 percent or higher service-connected disability must be resolved by OPM. Claim your preference on every application, the same as always.

★ Opt in, and one application can reach more than one agency.

Before the deadline

USA Hire assessments: deadlines and accommodations

Per OPM's USA Hire resource center, updated September 23, 2026.

You must finish the assessment by 11:59 PM Eastern on the assessment window end date. That is Eastern time, wherever you live.
A reminder email goes out one day before, but the hiring agency can turn it off. Do not wait for it.
Your results are generally reused for one year from the day you completed the assessment, so you usually do not retake it for every announcement.
If you request an accommodation, you must provide supporting documentation from a qualified professional by the same deadline. If you do not, your application stays incomplete and you are removed from consideration.

A Schedule A letter or VA disability paperwork is not enough for an assessment accommodation. The resource center says so directly. The documentation has to explain the disability, the accommodation you need, and how it helps with the assessment.

Source: USA Hire Resource Center, system messages to applicants.

Checked October 2026. Agencies set their own assessment windows, and the announcement is the final word for your vacancy. Re-check the linked pages before you rely on them.

★ Request the accommodation early, with the right paper attached.

VA hiring

VA's 30-day hiring model

From VA News, September 1, 2026.

VA describes a new model that aims to have candidates screened, interviewed, onboarded and on duty in no more than 30 days. The clock starts when the announcement closes, not when it is posted.
Ways VA says it will get there: a two-page resume maximum with supplemental assessments, starting pre-security paperwork sooner, and tightening job announcement deadlines and applicant counts.
VA gives no number for any applicant limit, and it does not say how long announcements will stay open.

What that means for you: apply early, check each announcement's closing date and any applicant limit, and have your resume, DD-214 and other required documents ready before you start.

★ The 30 days start at closing. Be ready before then.

Proposed, not final

Proposed excepted-service rule

OPM's proposal, published September 18, 2026. Comments are due November 17, 2026.

This is a proposal, not law. It can change or be dropped. Anyone can comment on regulations.gov under docket OPM-2026-0166.

It would update the excepted-service schedules to add Schedule E (administrative law judges) and Schedule G, and revise Schedule Policy/Career.
It would replace the old priority reemployment lists and Orders A, B and C with a priority-consideration system, in which agencies keep documented procedures to consider priority candidates first.
It would let eligible Pathways participants convert to permanent Schedule Policy/Career positions. Conversion would not by itself give competitive status.

For veterans: OPM says the proposal preserves veterans' preference, compensable-injury restoration rights and other priority placement rights, and that it changes only the administrative form in which agencies keep the information. That is OPM's description of its own proposal, so read the rule itself before you rely on it.

Sources: Federal Register, Employment in the Excepted Service.

★ A proposal today. Watch for the final rule.

Before you paste

What never goes into a chatbot

Strip all of this out first: Social Security number, date of birth, home address, VA file number, VA claim or rating details, medical information, dependents' names — and any classified or Controlled Unclassified Information, unit-identifying operational detail, or non-public government information. Assume anything you type into a free consumer tool is stored and may be used to train the model.

help.usajobs.gov says outright that a federal resume must not contain classified information, Social Security numbers, photos, or personal details such as age or religion. So the resume itself should not carry them either.

AI invents things. It will produce employers, dates, certifications, degrees and awards you never had, and it will sound certain doing it. Read every line and delete anything you cannot document.

And you sign it, not the machine. A federal application is certified by you. A knowingly false or inflated statement can cost you the job after you are already hired. In a private company it is grounds to pull the offer.

★ Your name is on it. Read it.

My own method

Seven steps, and they are mine

No agency published this. It is how I would work it. Take it or leave it.

Decide what job you actually want. Be specific.
Pull up the job announcement — with nothing sensitive in it.
Ask the tool to compare the announcement against your resume and name the gaps.
Rewrite using words that accurately describe what you really did. No inflation.
Have it ask you interview questions. Answer them out loud.
Research the employer, then verify what it told you on the employer's own site.
Apply — in the right format for that employer, federal or private.

Four rules I hold to, also mine: AI assists you, it does not replace what you know and what you did. Always review and personalize what it writes. Verify the company and the job requirements before you apply. Never submit anything inaccurate or exaggerated.

★ The experience is yours. The wording is the tool's.

Money and rights

Veterans' preference in federal hiring

Not mentioned on the flyer at all. It is the biggest thing on this page.

5-point preference (TP) for qualifying service periods
10-point preference for a compensable service-connected disability rated 10 to 29 percent (CP), for 30 percent or more (CPS), for a Purple Heart, and for certain other service-connected disability (XP)
Derived preference for certain spouses, widows, widowers and mothers

Points are added to a passing examination score. Ten-point preference needs a completed SF-15 plus supporting documentation. Any preference needs your DD-214. You claim it on the application — nobody claims it for you, and an unclaimed preference is a forfeited one.

Told straight: preference is powerful, but it is not a veto. Under category rating, which most agencies now use, preference eligibles are listed ahead of non-preference eligibles within each quality category. Preference is absolute inside a category, not across them — a stronger-rated non-veteran in a higher category can still be selected. An agency may object to and pass over a preference eligible only for documented reasons the examining office sustains. If you are rated 30 percent or more disabled, the agency must notify OPM and you, and OPM makes the determination.

OPM's guide: opm.gov Vet Guide.

★ Claim it on the application. Every time.

Money and rights

Two routes that skip the competition

Noncompetitive appointments. Ask about them by name.

Veterans Recruitment Appointment (VRA) — noncompetitive, but limited. Under 5 CFR 307.102–307.103 it reaches grades up to and including GS-11 or equivalent only, requires separation under honorable conditions, and covers four groups: disabled veterans; veterans who served on active duty during a war or in a campaign or expedition for which a campaign badge was authorized; veterans who took part in a U.S. military operation for which an Armed Forces Service Medal was awarded; and recently separated veterans, within three years of discharge.

The 30-percent-or-more disabled veteran authority — also noncompetitive, and it carries no GS-11 ceiling.

If neither one fits you, that door is not the only door — go back up to preference, and go to the free counselors in the next panel, who do this every day.

★ Say the authority out loud to the HR office.

Free, and staffed by people

Human help beats a chatbot

You already paid for these. They cost you nothing now.

Transition Assistance Program (TAP) — DOL's employment track includes the two-day DOL Employment Workshop covering resumes, networking, interviewing and salary negotiation, and the one-day Employment Fundamentals of Career Transition. The Employment Navigator Program gives one-on-one career assistance. Authorized under 10 U.S.C. 1144. DoD and SBA run their own TAP tracks alongside it, including Career and Credential Exploration and the entrepreneurship track. dol.gov/agencies/vets/programs/tap
American Job Centers — nearly 2,400 nationwide, free job search, training and career services. Find the nearest one through careeronestop.org, sponsored by the U.S. Department of Labor, which also carries the Veterans Job Matcher and a training finder.
Jobs for Veterans State Grants — funds dedicated staff in the state workforce system who provide individualized career and training-related services to eligible veterans and others with employment barriers, and who work employers to fill openings. Ask for the veterans staff by name when you walk in. dol.gov JVSG
Veteran Readiness and Employment (VR&E, Chapter 31) — if a service-connected disability limits your ability to work. Five tracks: Reemployment, Rapid Access to Employment, Self-Employment, Long-Term Services, and Independent Living. It pays a subsistence allowance during training. Apply with VA Form 28-1900. va.gov VR&E
Personalized Career Planning and Guidance (PCPG) — free VA educational and career counseling, resume support, and help finding training or a job. Human counselors doing the job this flyer handed to a chatbot. va.gov/careers-employment

★ A counselor is already waiting. No charge.

Get paid while you train

Two paths that pay from day one

DoD SkillBridge — if you are still serving, you can do civilian industry training or an internship with an employer while still on active duty and still drawing your pay and benefits. It is tied to your remaining time before discharge, and once you separate the window is closed for good. Check your eligibility and the current time limits at skillbridge.osd.mil and through your transition office early — not the month you get out.

Registered Apprenticeship — you earn a wage while you train, and you finish with a credential. DOL lists Apprenticeship.gov as a veteran job-search resource. If the answer to your situation is not a better resume, it may be this.

★ Training with a paycheck attached.

Money and rights

You may not need a job search at all

Guard, Reserve, or anyone coming back from a period of service.

If you are returning to a civilian employer you already had, USERRA may give you the right to your job back — the position you would have reached had you not been away, with the same seniority, status and pay. That is a legal right, not a favor, and it is a better outcome than any resume rewrite.

There are deadlines to apply for reemployment, and they depend on how long you served. I am not printing day counts here, because I could not confirm the exact numbers against a Department of Labor page, and a wrong number would cost you the right. Get the current deadlines straight from dol.gov/agencies/vets/programs/userra or from a DOL VETS office, and do it now rather than later.

★ Ask for your old job before you chase a new one.

Protect your wallet

Job scams hunt people who are job hunting

From the Federal Trade Commission's own guidance.

A legitimate employer never charges you a fee. Never pay for the promise of a job.
Watch for fake-check schemes — they send you a check, tell you to deposit it and wire part of it back. The check bounces later and the money is yours to repay.
Be careful with reshipping, merchandise-resale and mystery-shopper offers.
Verify an employer before handing over personal information "for payroll."
Search the company name together with the word "scam" or "complaint" before you engage.

consumer.ftc.gov/articles/job-scams

★ If it asks for money, it is not a job.

Where to go

Free tools, and who runs them

My Next Move for Vets — the military-code-to-civilian-career crosswalk. It is the exact job people ask a chatbot to do, and it is free and federal. Named on VA's veteran employment resources page. mynextmove.org/vets
VA Veteran Employment Resources — also names VA for Vets, the Veteran Employment Services Office, the Veteran and Military Transition Center, and the Interest Profiler. va.gov/careers-employment/veteran-resources
DOL: find a job — DOL's veteran job-search page, which also names FedsHireVets.gov, the National Labor Exchange, and TEAMS for military spouses. dol.gov/agencies/vets/veterans/findajob
Hire Heroes USA — a private nonprofit, not a government agency. Free one-on-one career coaching, resume review and interview preparation, at no cost to you. hireheroesusa.org
Hiring Our Heroes — a private organization, not a government agency. Hiring events, fellowships, networking and career resources for veterans, transitioning service members and military spouses. hiringourheroes.org

I left one commercial job board off this page on purpose. I could not confirm it against any VA, DOL or DoD resource list, and its event listings looked years out of date. Use the federal and nonprofit options above first. If a private board still helps you, use it — just know who is paying for it.

★ Free first. Always.