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Forward Deployed Engineer

Northwind Automation

Gangnam, Seoul · 4+ years of experience

Employer claims
Demo case

What this posting reveals

Posting evidence

By posting claim

  • Supported 2
  • Counter-signals 1
  • Unverified 1

My criteria

Provisional

No conditions to compare yet. Add your criteria below.

One thing to check first

Technical ownership

Named owner plus the last customer-site change that person shipped without a central-platform review.

Check against my criteria

Against my criteria, what should I check first?

Connect important conditions to the posting and start with the questions your decision needs.

Start with one important criterion

You can start without a resume. Conditions missing from the posting are kept as questions to check.

What matters in this move · enter at least one
Also check qualifications with a resume · optional

Add at least 30 characters of resume text to see how the requirements connect to your experience.

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What to look at next

This is the question that splits the decision now.

Named owner plus the last customer-site change that person shipped without a central-platform review.

Start with this item

Priorities are already in. Check the next item in public sources.

  1. 1Ask “What should I investigate next?”
  2. 2Verify the active claim with public evidence.
  3. 3Record the answer, then check again.
How ranking works

Eligible unresolved claims are ranked by 40% candidate priority, 30% unresolvedness, and 30% tension.

Ties use stable dimension text, then claim ID.

For lived experience, evidence coverage weights employer claims at 20%, public reports at up to 30%, and a resolving interview answer at 50%.

This is a public ranking rule, not a fit score.

What the posting says

High ownership from design through deployment

Technical ownership · Critical

Unverified
120

Included in the next-question ranking

View evidence (3)
Employer source1

  • Employer-published claim

    SupportsCase input
    FDEs have high technical ownership from design through deployment.
Public2

  • Reported experience

    SupportsSyntheticCase input
    Synthetic report: one FDE said they owned a customer integration end to end.

  • Reported experience

    ChallengesSyntheticCase input
    Synthetic report: another FDE said platform review blocked on-site changes.
Average travel ~30%

Travel · Low

Challenged
130

Included in the next-question ranking

View evidence (4)
Employer source1

  • Employer-published claim

    SupportsCase input
    Average travel is about 30%.
Public3

  • Reported experience

    ChallengesSyntheticCase input
    Synthetic report: travel exceeded 50% during launch windows.

  • Reported experience

    ChallengesSyntheticCase input
    Synthetic report: multi-week customer residencies were common.

  • Reported experience

    ChallengesSyntheticCase input
    Synthetic report: last-minute travel replaced remote debugging.
Direct customer work

Customer interaction · Medium

Supported
121

Evidence currently lowers the need to probe

View evidence (4)
Employer source1

  • Employer-published claim

    SupportsCase input
    The role includes direct customer work.
Public2

  • Reported experience

    SupportsSyntheticCase input
    Synthetic report: weekly customer standups were the default.

  • Reported experience

    SupportsSyntheticCase input
    Synthetic report: engineers joined on-site incident calls.
Interview1

  • Interview · Recruiter

    SupportsCase input
    Recruiter previously said customer work is real and weekly.
$180k-$220k base

Compensation · Critical

Supported
100

Written policy · tracked outside probe ranking

View evidence (1)
Employer source1

  • Employer-published claim

    SupportsCase input
    Base compensation is $180k-$220k.

What is visible outside

Due diligence dossier

What is known, what is still open, and what to ask next.

1 decision blocker remaining

Critical

  • Technical ownershipAsk in interview
  • CompensationSufficiently resolved

Medium

  • Customer interactionSufficiently resolved

Low

  • TravelContradicted — weigh explicitly

What to ask next

  1. Ask the hiring manager

    Named owner plus the last customer-site change that person shipped without a central-platform review.

    Who owns architecture decisions after a robot is deployed to a customer site?