← All modules
Section 2 · Gearing Up

Job Selection With Purpose

Where you apply is a career decision, not a lottery ticket. Choose fewer roles, better, and stop disqualifying yourself.

Module 08 of 317 min readBy Evan Hopkins
By the end you'll be able to
  • Write a one-sentence purpose for your next job before you open a job board
  • Score roles on learning, manager, trajectory, business health and pay using a simple scorecard
  • Decide when to apply to a stretch role you don't fully qualify for, and how to address the gap

Most job searches start in the wrong place: the search bar.

You type a title, scroll, and apply to anything that looks plausible. It feels productive. Forty applications by Friday.

That isn't selection. It's hoping.

And it usually comes with the opposite mistake hiding inside it. The same person who applies to forty jobs they barely want will skip the one they'd love, because the posting asked for five years and they have three.

Both mistakes come from the same root. No criteria. If you don't know what this next job is for, every posting looks equally good and equally out of reach.

Your career is the longest project you'll ever manage. Each job is a phase of that project. Pick it like one.

This module gives you a way to decide what you're looking for, a scorecard to compare roles honestly, and a clear rule for when to apply even though you don't check every box.

The short version

  • Decide what the next job is for before you look. One sentence. It filters everything.
  • Score roles on five things: learning, manager and team, trajectory, business health, and pay.
  • Apply even if you don't meet every requirement. Postings are wish lists. Let them say no.
  • Build a portfolio of applications: a few reaches, mostly solid targets, a couple of safer bets.
  • Fewer, better applications beat volume. Selection is what makes tailoring possible.

Decide what this job is for

Before you open a single job board, finish this sentence:

"My next job is for ______."

Some honest answers:

  • "Learning B2B sales from a strong team so I can move into account management in two years."
  • "Getting out of shift work and into an office role with a real career path."
  • "Stable pay while I finish my certification."

That last one is completely legitimate. Sometimes you need the paycheque. If so, say it, and then pick the role with the most learning inside it.

The point isn't to find a perfect answer. It's to have a filter. Without one, you'll judge jobs on title and salary alone, which are the two easiest things to see and often the two least important things early in a career.

Early on, the best jobs build skills that compound and transfer. Compounding skills make next year's version easier: writing, selling, judgment, running a process. Transferable skills follow you out the door. Mastery of one company's internal tools does not.

The five filters

Run every role you're serious about through five questions.

  1. Learning. Will I build skills that compound and transfer? What will I be able to do in 18 months that I can't do today?
  2. Manager and team. Who will I learn from? Will I be the small fish in a strong room, or the strongest person in a weak one?
  3. Trajectory. Where do people in this role go next? Is there a visible path, or is it a cul-de-sac?
  4. Business health. Is the company or team growing, stable or shrinking? Recent layoffs, funding news, leadership churn?
  5. Pay. Does it clear your floor? Treat pay as a minimum to meet, not the only thing to maximize.
Pay vs. learning
Golden handcuffscomfortable now, stalls youlaterTake itrare; move fast if you find itSkipno money, no growth, no reasonInvestworth it if you can cover yourfloorlearning: low → highpay: low → high

How to actually find the answers

Job postings won't tell you most of this. Go looking:

  • Look up people who've held the role. On LinkedIn, search the company and title. How long did they stay? Where did they go next? That's your trajectory, in real data.
  • Read reviews carefully. On Glassdoor or Indeed, skip the 1-star rants and 5-star cheerleading. The 3-star reviews are usually the most honest.
  • Check recent news. Growth, funding, new products, layoffs, executive turnover.
  • Ask someone inside. A former coworker, an alum, a friend of a friend. "What's it actually like to work on that team?" gets you more than any careers page.
  • Use the product. If you can, try it. You'll understand the business and you'll have something real to say later.

Apply even if you don't meet every requirement

This is where good people quietly lose.

They read a posting with nine requirements, see they have six, and close the tab. They've made the hiring decision for the company, and they've said no on its behalf.

Don't do that. Here's why:

  • Postings are wish lists. They're often written by committee, borrowed from an old posting, or describe a perfect candidate who doesn't exist.
  • Most hires don't match every line. Hiring managers expect to hire someone who meets most of the list and can learn the rest.
  • "Years of experience" is usually a proxy. "Three to five years" often really means "can do this without hand-holding." If you can show that, the number matters less.

My rule of thumb: if you meet roughly 70 to 80 percent of the requirements and can show how you'd close the rest, apply.

There's one important distinction. Some requirements are real gates: a professional licence, a legal certification, a security clearance, a required language. If the role legally or practically can't be done without it, respect it. Everything else is negotiable.

Key idea: Don't make the hiring decision for them. Your job is to apply well. Their job is to say no.

The stretch-role check
1Read the postinglist everyrequirement2Split the listhard gates vs.nice-to-haves3Count your matches70-80% and no missinggates? Go4Plan the gaphow you'd close it in90 days5Apply + reach outname the gap beforethey do

Address the gap, don't hide it

When you apply to a stretch role, name the gap in your cover note or outreach, and pair it with evidence you learn fast.

"I haven't used HubSpot yet, but I learned our POS and inventory system in my first month and now train new hires on it. I'd expect to be fully up to speed on HubSpot in my first few weeks."

That turns a weakness into a demonstration of self-awareness and coachability, both of which hiring managers are screening for anyway.

Build a portfolio, not a pile

Think of your applications like a portfolio. A rough mix that works for a lot of people: a few reaches, mostly solid targets where you meet most of the list, and a couple of safer bets. Reaches keep your ceiling high. Targets are where most offers come from. Safer bets protect your floor.

What it looks like in practice

A hypothetical example.

Say you're 26 and you've spent two years as a customer support rep at a software company. You want to move into customer success, the role that helps existing customers get value and renew.

Your sentence: "My next job is for learning to own customer relationships, so I can grow into account management."

You find three postings and score them:

  • Big-name company, junior CSM. Great logo. Reviews say the team is stretched and managers turn over every year. Learning: 3. Manager: 2.
  • Mid-size company, CSM. Asks for three years of customer success. You have two years of support. You meet six of nine requirements, no hard gates missing. People who held the role moved into account management within two years. Learning: 5. Trajectory: 5.
  • Your current company, support team lead. Safe and familiar, a small raise. But it moves you deeper into support, not toward your sentence.

Before this exercise, you'd have applied to the big name and skipped the mid-size role as "out of reach." Now you apply to the mid-size role first, name the gap directly, and reach out to someone on that team. You apply to the big name too, with your eyes open.

Common traps

  • Spray and pray. Forty generic applications get you average results. Fix: fewer roles, chosen on purpose, tailored properly.
  • Self-disqualifying. You skip roles you could do. Fix: run the stretch-role check and let them say no.
  • Title chasing. A bigger title on a shrinking team can set you back. Fix: score learning and trajectory before title.
  • Logo chasing. A famous name with a weak manager teaches you less than an unknown company with a great one. Fix: research the team, not just the brand.
  • Ignoring the manager. Your manager shapes your growth more than almost anything else. Fix: ask about them in every process.
  • Staying "safe" forever. Never applying to reaches caps your ceiling. Fix: always keep at least one stretch role in play.

Do this this week

Run your first scored search.

  1. Write your one-sentence "My next job is for ______."
  2. Pull 10 postings that roughly fit. Spend 10 minutes researching each.
  3. Score them with the scorecard below. Rank them.
  4. Apply to your top three, including at least one stretch role, and name the gap in your note.

Your tool

JOB SELECTION SCORECARD

My next job is for: ______________________________________
My pay floor (minimum I need): $__________

Score each 1-5. Double the score for whatever matters most to your sentence.

ROLE / COMPANY: ____________________________________

  Learning        __ /5  What will I be able to do in 18 months?
  Manager & team  __ /5  Who will I learn from? Am I the small fish?
  Trajectory      __ /5  Where did past holders of this role go next?
  Business health __ /5  Growing, stable, shrinking? Recent news?
  Pay             __ /5  Clears my floor? (Below floor = stop here)
                  -----
  TOTAL           __      Fits my sentence? Y / N

  Requirements met: __ of __   Any hard gates missing? Y / N
  Category:  [ ] Reach   [ ] Target   [ ] Safer bet

  Where I found this out:
   [ ] LinkedIn profiles of past/current holders
   [ ] Reviews (read the 3-star ones)
   [ ] Recent news
   [ ] Someone inside: _______________
   [ ] Used the product

STRETCH-ROLE CHECK
  1. List every requirement.
  2. Mark each: GATE (licence, certification, clearance, language)
     or NICE-TO-HAVE.
  3. Missing any gate? -> don't apply yet; plan to get it.
  4. Meet ~70-80% and no missing gates? -> apply.
  5. Write one gap sentence:
     "I haven't [gap] yet, but [proof I learn fast].
      I'd expect to be up to speed in [timeframe]."

PORTFOLIO CHECK (this month)
  Reaches: __   Targets: __   Safer bets: __

Talk about it

  1. What's your honest "My next job is for ______" sentence, and does your current search actually match it?
  2. Think of a posting you skipped because you didn't meet every requirement. Run the stretch-role check now. Would you apply?
  3. If you had to choose between a better title and a better manager, which would you pick at this stage, and why?

— Evan