The Appraiser
comp inference
$116k–$165kUSD / yr
confidence high
disclosed by employer NO — penalty applied
posted band $116k–$165k
The Skeptic
red & green flags
▼ Underwhelming salary for a Senior ML role in the US ▼ Standard corporate babble about thriving in ambiguity ▲ Salary range is explicitly disclosed ▲ Extremely specific and modern tech stack ▲ Clear distinction between minimum and preferred qualifications The Decoder
stack + team maturity
Python SQL pandas Polars NumPy LangGraph LangChain AWS OpenSearch Elasticsearch Athena Presto
data team Stage 3 · Platform
company stage —
size —
The Oracle
interview prediction
rounds 4
format Recruiter screening call, live Python/SQL coding, ML system design, and hiring manager behavioral panel
unpaid take-home none
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: 50 XP 100 XP 250 XP 500 XP BET GHOST BET REAL
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.