AI Scoring Engine Developer (O&G Intelligence)

ScoutTickets.io scores oil & gas exploration prospects using a deterministic, explainable scoring engine plus an AI exploration assistant that cites every figure it returns. You'll work on both sides: the scoring math and the retrieval guardrails that keep the assistant honest. You'll build features that traceably connect every number on screen to a source document or public dataset. No hallucinated well counts, no fabricated production history. Ideal candidate: has O&G domain familiarity (or is eager to learn the data model), cares about explainable scores, and writes readable PostgreSQL.