The Appraiser
comp inference
$207k–$244kUSD / yr
confidence high
disclosed by employer NO — penalty applied
posted band $207k–$244k
The Skeptic
red & green flags
▼ Mandatory 3-days/week in-office hybrid requirement despite remote classification ▼ Requires 'A-player' mentality and handling ambiguous requirements ▼ Expectation to integrate Python ML microservices with a legacy Ruby on Rails monolith ▲ Explicit and highly competitive salary range disclosed ▲ Very specific, non-vague modern data and LLM stack ▲ Focus on production-grade engineering over Jupyter notebook research The Decoder
stack + team maturity
Python LLMs OpenAI Anthropic MLflow SageMaker Vertex AI PySpark Ruby on Rails dbt Snowflake
data team Stage 3 · Platform
company stage —
size —
The Oracle
interview prediction
rounds 4
format Python OOP assessment, LLM system design, machine learning architecture, behavior/alignment
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.