The Appraiser
comp inference
$120k–$146kUSD / yr
confidence high
disclosed by employer NO — penalty applied
posted band $120k–$146k
The Skeptic
red & green flags
▼ Staff title with a heavily deflated UK salary range compared to US equivalents ▼ Uses corporate buzzwords like 'force multiplier' ▲ Clearly disclosed salary range ▲ Highly specific, production-proven ML stack ▲ Public company with actual liquid equity The Decoder
stack + team maturity
Python SQL pandas NumPy scikit-learn PyTorch XGBoost LightGBM AWS GCP
data team Stage 3 · Platform
company stage —
size —
The Oracle
interview prediction
rounds 4
format Technical screen, ML system design, stakeholder alignment, and team fit
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.