In Reading the Chart Supplement we asked you to grade every job posting by hand: posting age, repost history, salary transparency, the whole scoring table. It works. It also takes about four minutes a posting, and nobody applying to forty roles a week has that kind of fuel.

So we built the instruments. Every night, WorkInPilot reads the public hiring boards of the employers you care about — Greenhouse, Ashby, Lever, plus the public sector feeds from 2.0 — scores each open posting against your résumé, and records what arrived and what quietly disappeared. This chapter is a tour of the panel.

One rule carries over from Vol. I. The instruments only see what is actually in your résumé. Your evidence-based resume is the input, so a 95 is a statement about your real record, not about the candidate you might be tempted to invent in an interview.

For You — The Nightly Briefing

The first instrument is the simplest: the postings that fit you best right now. Each one carries a match score, its age, and a single line explaining why — written from your résumé, so you can check the reasoning against your own record before you trust it.

Premium shows it as a briefing list. Pro turns it into a ladder: a gauge from 80 to 100 with your picks plotted on it, so you can see at a glance whether your top five are bunched near the top or whether there is a cliff after number one. Tap a pick, or use the arrow keys, to move down the ladder.

Premium Top matches
Top Matches For You ranked nightly against your resume
Pro Top 5 ladder
Top 5 · Ranked nightly by fit and freshness
    Use ↑ ↓ to move through your picks.
    Fig. 2.1-A · Illustrative snapshot from a live résumé lane, October 2026. Match reasoning is drawn from the résumé itself.

    The shape of the ladder is information in its own right. Five picks at 92 or better says the market is reading your résumé the way you meant it. One 95 followed by a row of 70s usually means the résumé is selling one kind of role while you are shopping for another.

    Fit × Freshness

    Here is the part most job boards get wrong. They sort by relevance, as if the best-fitting posting were automatically the best one to apply to. Often it isn't.

    Most applicant tracking systems list candidates by date applied unless someone changes the sort. A recruiter opening a requisition sees the earliest applicants first. A 96 that has been open for two weeks already has a queue in front of it; a 75 posted this morning has none. So we rank on both, and say so on the label.

    Pro Ranked routes
    Routes · 601ranked by fit × freshness — a fresh 75 can outrank a two-week-old 96Rank
    01
    Software Engineer, Life Sciences
    openai · San Francisco
    95% match0d old
    0.915
    Exceptional fit. Expert full-stack engineer with proven experience shipping production AI platforms, model-serving, and large-scale financial systems.
    Tailor with FlightPlan →ViewFlagDismiss
    Fig. 2.1-B · One row of the Pro route list. The rank on the right blends match and age.
    The Ranking Rule
    Fit gets you considered. Freshness gets you seen.

    Preferred Routes — The Approach Radar

    The ranked list tells you where to go next. The radar shows you the whole airspace at once.

    Every dot is an open posting. Distance from the center is fit: the inner ring is 95, the outer rim is 60, and anything below 60 stays off the scope entirely. Each wedge is an employer. Color is freshness — green under three days, blue under a week, amber under two weeks, grey for anything older.

    Read it like a controller. A tight cluster of green near the center is a runway with the lights on. A wedge of grey at the rim is an employer whose openings are old and a loose fit; don't start your week there.

    The résumé lanes along the top matter more than they look. If you keep more than one version of your résumé — one per kind of role — each version gets its own lane, and the same airspace rearranges itself around it. Switch lanes on either radar below and watch the dots move.

    Premium Approach radar
    Resume lane:
    Approach Radar center = strongest fit · color = freshness
    <3d <7d <14d older flagged
    Pro Approach radar
    Résumé lane
    Approach radar centre = strongest fit · colour = freshness
    <3d <7d <14d older
    Rings 95 · 90 · 80 · 70 · 60 · sectors = employers · under 60 not plotted
    Fig. 2.1-C · Hover or tap any dot. Premium draws the scope on paper; Pro puts it behind a bezel with a live sweep that lights each posting as the beam passes.

    Traffic Awareness — Is Anyone Actually Hiring?

    The first two instruments are about you. The last two are about them.

    Traffic Awareness plots new postings per day for each employer board over a fourteen-day window, with a freshness bar underneath and a one-word read: Heating, Steady, or Cooling. It answers a question job seekers rarely ask out loud — is this company hiring right now, or just keeping a careers page warm?

    Premium Traffic awareness
    Traffic Awarenessnew postings per day, by board · 14-day window
    Fig. 2.1-D · Fresh bar: under 7 days · 7–30 days · over 30 days.

    Arrivals & Departures

    Pro goes a step further and counts what leaves, not just what lands. Arrivals are new postings. Departures are postings taken off the board — filled, cancelled, or finally cleaned up.

    Departures are often the more honest signal. In the snapshot below, one board took on five new postings in fourteen days and removed one hundred and twenty. Another shows no postings and no movement at all. Whatever the reason behind either, neither is a board to plan your week around.

    Pro Arrivals & departures
    Arrivals & Departuresby board · 14 days
    Arrivals = new postings, departures = removed postings. Fresh bar: <7d · 7–30d · >30d. Ghosted = no arrivals in 14 days and mostly over 30 days old.
    Fig. 2.1-E · Green bars above the line are arrivals; grey bars below are departures.
    NOTAM — Ghosted Boards

    We mark a board as ghosted when it has had no arrivals in fourteen days and most of its open postings are more than thirty days old. Huntr puts ghost jobs at roughly 30% of all postings, and a ghosted board is where they collect. Apply there if you have a personal connection inside. Don't apply there because the listing looked nice.

    Premium and Pro

    When you see two versions of an instrument in this chapter, it is the same reading on two panels.

    Read the posting before you file the flight plan. That rule from Vol. I hasn't changed. You just no longer have to do it one posting at a time with a pencil.

    A good résumé gets you into the pattern. Knowing which runway is open, and how long it has been open, gets you onto the ground first. The instruments do the reading; the evidence is still yours.

    Read the chart. Then file the plan.

    Chart Supplement instruments are live in WorkInPilot.
    Every match is scored against your evidence-based resume — and nothing else.

    Try WorkInPilot — Always includes 2 free FlightPlans →