PUBLIC AUTOPSY · #FKQB5THK · 0 views
vikta-energy
Senior Data Scientist @ Vikta Energy
"Solid spatial ML role with great tech specificity, despite a minor copy-paste salary discrepancy."
verified realCOMP CONFIDENCE · HIGH
82/100
THE APPRAISER
Comp Reality Check
$180k – $220k
Comp not disclosed in JD.
THE DECODER
Data Team Maturity · Stage 1/4
PythonSQLgeopandasPostGISH3scikit-learnLightGBMXGBoostDVCMLflow
THE ORACLE
Interview Loop Prediction
4 rounds
Not specified in post
Take-home estimate: 0h
THE JUDGE
Final Verdict
82/100
"Solid spatial ML role with great tech specificity, despite a minor copy-paste salary discrepancy."
▼ THE SKEPTIC · Red Flags
- ×Conflicting salary ranges listed ($160k-$200k vs $180k-$220k)
- ×Expected to do everything from pipelines to BI as a solo DS
▲ Green Flags
- ✓Highly specific spatial tech stack requirements (H3, PostGIS)
- ✓Clear distinction that this is observational data, not A/B testing
- ✓Solid salary range disclosed
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