Autopsy complete · re-runs every 24h

Staff Machine Learning Engineer, App Ads Modeling

remote·seniority unknown·today

85/100

verified real

POST ON X →📸 RECEIPTS

"Creepy AI interview transcription aside, this is a heavy-hitting, highly paid, actual remote staff ML gig."

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

The five agents · full report

// parallel · uncensored · re-runnable

The Appraiser

comp inference

$230k–$322kUSD / yr

confidencehigh

disclosed by employerNO — penalty applied

posted band$230k–$322k

The Skeptic

red & green flags

▼ai_recorded_and_transcribed_interviews

▲transparent_salary_transparency
▲flexible_first_remote_workforce
▲clearly_defined_high_scale_impact

The Decoder

stack + team maturity

PyTorchTensorFlowDeep LearningTransformersRecSys

data teamStage 4 · Org

company stagePublic

size1000-5000

The Oracle

interview prediction

rounds5

formatTechnical coding, ML system design, and bar-raiser panels

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:

→ 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.