Staff Data Scientist @ Hims & Hers

remote·seniority unknown·today

92/100

verified real

POST ON X →📸 RECEIPTS

"A refreshingly transparent Staff role with highly specific tech stack details and strong, upfront compensation."

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

The five agents · full report

// parallel · uncensored · re-runnable

The Appraiser

comp inference

$190k–$230kUSD / yr

confidencehigh

disclosed by employerNO — penalty applied

posted band$190k–$230k

The Skeptic

red & green flags

No red flags detected. (Suspicious in itself.)

▲Fully disclosed salary range
▲Highly specific production-ready tech stack
▲Clear distinction of ownership and mentorship expectations

The Decoder

stack + team maturity

PythonSQLpandasNumPyscikit-learnPyTorchXGBoostLightGBMAWSGCP

data teamStage 3 · Platform

company stage—

size—

The Oracle

interview prediction

rounds5

formatTechnical screen, portfolio/system design review, panel coding, and stakeholder alignment

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:

More roles at hims-and-hers

// same employer · other open seats

Sr. Data Scientist @ Hims & Hers
remote·$150k–$180k·BS 85

→ 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.