I am considering moving into [INDUSTRY]. Give me an orientation, written for someone
smart who knows nothing about it.
Cover:
1. What this industry actually does and how it makes money
2. The main segments within it, and which ones are growing versus shrinking right now
3. The 15-20 most common job titles, organized by function and seniority, with typical salary
bands at each level
4. The major employers — large, mid-size, and a few interesting smaller ones
5. How people typically break in, including any common side doors
6. Credentials that genuinely matter versus ones that are marketing
7. Which parts of the industry hire veterans heavily, and why
8. The unglamorous truths: what frustrates people who work in it, why people leave
9. What is changing in the next 3-5 years — including whether AI is reshaping the entry-level roles
10. Five questions I should ask someone in the industry that would mark me as informed
Where you are giving me a figure or a market fact, cite a source and tell me how current it is.5. Research the Job Market
Thirty applications you chose deliberately will outperform two hundred you found by scrolling, and they will take less out of you.
Research is what makes that possible. An hour spent working out which roles fit you, which companies hire people like you and what the work actually pays turns a job search from a volume exercise into a targeted campaign. It also makes every conversation better, because you walk into them already knowing something.
Map the landscape
Section titled “Map the landscape”Translate this job posting for me. Tell me what it actually means, not what it says.
1. In plain English, what will this person do all day?
2. What problem is the company hiring to solve? Read between the lines.
3. Which "requirements" are genuinely required and which are a wish list? Explain how you can tell.
4. What does the seniority language ("Senior", "Lead", "II") actually indicate about level and pay?
5. Decode every piece of jargon and every acronym.
6. What is the likely salary range? What in the posting suggests it?
7. What are the red flags? (Vague responsibilities, "wear many hats", "fast-paced", a role that
reads like three jobs, unrealistic requirement stacking, a posting that has been reposted.)
8. Based on my background, what is my honest fit — and what would they push back on?
9. If I got the interview, what are the three things they will most want to probe?
POSTING:
[PASTE THE FULL JOB DESCRIPTION]The question about which requirements are genuinely required is the most valuable one on this page. Most postings describe an ideal candidate who does not exist, and people who meet around sixty percent of the list get hired routinely. Knowing which sixty percent matters is what lets you apply with confidence.
Build me a target role map.
For each of the following, give me 12-15 specific job titles I should be searching for:
- Titles that map directly to my military specialty
- Titles that use my transferable skills in an adjacent field
- Titles that specifically value a security clearance (if I have one)
- Titles where veteran hiring is unusually strong
For each title:
- The exact search string to use on LinkedIn and Indeed (titles vary by company — give me the
variants)
- Typical salary range in [CITY/REGION] for my experience level
- Honest fit for me: Strong / Moderate / Stretch
- What is missing from my profile for that title
Then: name the three titles I should focus 80% of my effort on, and tell me why the others are
lower priority.Target companies
Section titled “Target companies”Build me a list of 25 companies to target for [TARGET ROLE] in [CITY/REGION or "remote"].
Organize into tiers:
- TIER 1 (8 companies): strong fit, actively hiring for my target roles, known to hire veterans
- TIER 2 (10 companies): good fit, worth a warm approach even without an open posting
- TIER 3 (7 companies): stretch or long-shot, but high value if it worked
For each company give me:
- What they do, in one line
- Rough size and whether they are growing, stable, or contracting
- Why they are a fit for my specific background
- Whether they have a veteran hiring program or a military recruiting lead
- What kind of person succeeds there
- The single best way in (referral, recruiter, direct apply, a specific event)
Include a deliberate mix across all three markets — federal agencies hiring through USAJOBS,
government contractors (large primes, mid-size firms, and small businesses), and commercial
companies. Do not just list the famous names, and do not assume I only want private-sector work.
If you are unsure whether a company is currently hiring or still exists in the form you describe,
say so explicitly rather than guessing.Pay particular attention to Tier 2. Companies hire people they have already met far more often than they hire strangers from an application pile, and a warm approach to a company with no posting today frequently turns into a conversation when one opens next month.
I have an interview with [COMPANY] for [ROLE]. Brief me.
1. What they do, who their customers are, how they make money
2. Their size, ownership (public/private/PE-backed), and recent trajectory
3. Recent news in the last 12 months — funding, contracts, acquisitions, leadership changes,
layoffs, controversies
4. Their main competitors and how they are differentiated
5. What employees say about working there — culture, management, pace, turnover
6. Where this specific role sits in the organization and who it likely reports to
7. Their veteran hiring posture, if any
8. If they are a federal contractor: their major contracts, agencies served, and recompete risk
9. Five intelligent questions I could ask that show I did this work
10. Two things I should be cautious about
Flag clearly which of these you are confident about and which I need to verify myself. Give me
sources and links where you have them.Compare [COMPANY A] and [COMPANY B] as places for me to work in a [ROLE] role.
Build a comparison table covering: compensation norms, stability, growth trajectory, culture,
work-life balance, promotion velocity, what the work actually looks like day to day, reputation of
the brand on a future resume, and risk.
Then:
- Which one better fits my stated priorities of [YOUR PRIORITIES]?
- What would make me regret each choice in two years?
- What should I ask each of them in an interview to test the difference?
- If I could only ask one question of a current employee at each, what should it be?
Be specific. If you do not have reliable information about one of them, say so instead of
generalizing.Compensation
Section titled “Compensation”Help me understand realistic compensation for [TARGET ROLE] in [CITY/REGION].
Give me:
1. The salary range by experience level: entry, mid, senior. Show the 25th, 50th, and 75th
percentile if you can.
2. How total compensation is typically structured in this field — base, bonus, equity, commission,
profit sharing — and what percentage of total each usually is.
3. The premium (in dollars or percent) for: an active security clearance, specific certifications,
and specific high-demand skills.
4. How pay differs between big companies, mid-size firms, startups, government contractors, and
direct federal employment for the same work.
5. Cost of living adjustment if I were to consider [SECOND CITY] instead.
6. What benefits are standard in this field versus genuinely above-market, and what those are worth
in dollars — especially given my military benefits (TRICARE options, VA care, GI Bill).
7. The common ways people in this field are underpaid without realizing it.
Cite your sources and tell me the date of the data. I will verify against BLS, Levels.fyi, and
Glassdoor.Help me understand what my military compensation is actually worth, so I do not
undervalue myself or anchor too low.
My current compensation:
- Base pay: [AMOUNT] per [MONTH/YEAR]
- BAH: [AMOUNT] (tax-free)
- BAS: [AMOUNT] (tax-free)
- Special/incentive pays: [LIST]
- Other: [E.G. TRICARE, COMMISSARY, RETIREMENT CONTRIBUTIONS, TUITION ASSISTANCE]
Calculate:
1. My total military compensation package in civilian pre-tax dollar terms, accounting for the
tax-free allowances
2. The civilian salary I would need to break even
3. The dollar value of the benefits I am giving up — especially healthcare — and what an employer
plan would need to look like to match
4. If I will receive VA disability compensation or a pension, how that changes the number I need
5. The realistic range I should be targeting given my experience, and my walk-away floor
Show your math so I can check it. Flag any assumption you had to make.Run this properly before you name any number. Military compensation is worth considerably more than the base pay line suggests, because BAH and BAS come to you untaxed — so the civilian salary that actually matches your current package is higher than most people's first estimate. Knowing your real figure keeps you from anchoring low.
Pipeline management
Section titled “Pipeline management”Design a job search system I can actually run, given I have [HOURS] hours per week and
I am [STILL SERVING / SEPARATED AND SEARCHING FULL TIME / WORKING ANOTHER JOB].
Give me:
1. A weekly schedule blocking out: applications, networking, research, skill building, and follow-up
2. Realistic weekly targets for each — based on what actually converts, not on volume for its own
sake
3. A tracking spreadsheet structure: exact column headers and what goes in each
4. The metrics I should watch, and what each one tells me when it goes wrong:
- Applications to first response
- First response to first interview
- First interview to final round
- Final round to offer
5. Diagnostic guidance: if my application-to-response rate is under 5%, what is the likely problem?
If I get interviews but no offers, what does that indicate?
6. A weekly review ritual: 20 minutes, what to look at, what to change
Keep it sustainable. A system I abandon in three weeks is worse than a modest one I keep.Track your funnel from the first application. The point where candidates drop off tells you exactly what to work on: few responses points at the resume or the targeting, interviews without offers points at interview preparation. It turns a frustrating stretch into a specific, solvable problem.
Next: Networking & Outreach — most jobs are filled through people, not postings.