Data Scientist @ Chattermill Analytics Limited

remote·seniority unknown·today

55/100

caution

POST ON X →📸 RECEIPTS

"Five-stage gauntlet with an async video intro and hidden comp, but the custom NLP work is real."

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

The five agents · full report

// parallel · uncensored · re-runnable

The Appraiser

comp inference

$65k–$95kUSD / yr

confidencemedium

disclosed by employerNO — penalty applied

posted band$65k–$95k

The Skeptic

red & green flags

▼COMP_HIDDEN
▼one_way_asynchronous_interview
▼bloated_five_stage_hiring_loop
▼unpaid_take_home_assignment

▲clear_nlp_focus
▲custom_in_house_models
▲flexible_remote_work

The Decoder

stack + team maturity

PythonPyTorchTransformersLoRANLPLLM

data teamStage 3 · Platform

company stage—

size—

The Oracle

interview prediction

rounds5

formatAsynchronous Video, HM Screen, Take-Home Project, Team Panel, Executive Call

unpaid take-home4 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.