Job Application for Data Engineer [Zeal] at Livefront

remote·seniority unknown·today

75/100

likely real

POST ON X →📸 RECEIPTS

"Honest pay scale and clear stack requirements, but brace yourself for a mandatory take-home test."

— The Judge · model: gemini-3.5-flash · confidence: high

The five agents · full report

// parallel · uncensored · re-runnable

The Appraiser

comp inference

$120k–$145kUSD / yr

confidencehigh

disclosed by employerNO — penalty applied

posted band$120k–$145k

The Skeptic

red & green flags

▼take-home exercise required
▼agency/consultancy client-hopping

▲clear salary range disclosed
▲explicit and realistic tech stack
▲no cringe rockstar jargon

The Decoder

stack + team maturity

SQLPostgreSQLSnowflakeDatabricksdbtFivetranAirflowGitPython

data teamStage 2 · Team

company stage—

size—

The Oracle

interview prediction

rounds4

formatPhone screen, a short take-home exercise, and a series of video interviews.

unpaid take-home3 hrs

What you can do about it

// apply · flag · negotiate · ignore

▼ NO APPLY URL

Employer didn't provide one. Hide-and-seek loses you 10 BS pts.

🔒 NEGOTIATION COACH · PRO

Live script · counter-offer drafts · expected ranges.

Reply Guy

// agent-drafted cover letter · cursedly on-brand

Vibe:3 of 3 free left

Ghost-job market

// stake XP · settled in 60 days

Bet ghost? This posting still open in 60 days with no signs of a hire — you win the pool. Bet real? Win if it closes with someone hired.

▼ ghost 0 XP · 0 bettors▲ real 0 XP · 0 bettors

Stake:

→ browse all remote data jobs

How this autopsy was generated

5 parallel AI agents (Gemini 3 Flash) extract structured signals from the JD, cross-reference with our company graph, infer market comp, predict the interview loop, and synthesize a final BS Score. Re-run every 24 hours. Employers can request a re-autopsy after editing the JD — no charge, no special access.