Senior Data Scientist @ Vikta Energy

remote·seniority unknown·today

82/100

verified real

POST ON X →📸 RECEIPTS

"Solid spatial ML role with great tech specificity, despite a minor copy-paste salary discrepancy."

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

The five agents · full report

// parallel · uncensored · re-runnable

The Appraiser

comp inference

$180k–$220kUSD / yr

confidencehigh

disclosed by employerNO — penalty applied

posted band$180k–$220k

The Skeptic

red & green flags

▼Conflicting salary ranges listed ($160k-$200k vs $180k-$220k)
▼Expected to do everything from pipelines to BI as a solo DS

▲Highly specific spatial tech stack requirements (H3, PostGIS)
▲Clear distinction that this is observational data, not A/B testing
▲Solid salary range disclosed

The Decoder

stack + team maturity

PythonSQLgeopandasPostGISH3scikit-learnLightGBMXGBoostDVCMLflowAWS

data teamStage 1 · First hire

company stage—

size—

The Oracle

interview prediction

rounds4

formatNot specified in post

unpaid take-homenone

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:

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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.