The Appraiser
comp inference
$90k–$115kUSD / yr
confidence high
disclosed by employer NO — penalty applied
posted band $90k–$115k
The Skeptic
red & green flags
▼ Mandatory 1-2 minute video introduction required to apply ▼ Compensation is well below U.S. market average for a 3+ YOE MLE ▼ Manual image annotation is explicitly highlighted as a core, primary responsibility ▼ On-call travel to loud, greasy, and cold meat processing plants on 1-2 days notice ▲ Salary band is transparently disclosed ▲ Highly specific computer vision stack details listed The Decoder
stack + team maturity
Python SQL PyTorch TensorFlow Jupyter pandas NumPy Matplotlib AWS GCP Azure FiftyOne Roboflow
data team Stage 2 · Team
company stage —
size —
The Oracle
interview prediction
rounds 4
format Mandatory video submission, followed by behavioral, technical, and final Google Meet interviews.
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.