AfterQuery

The AI
Benchmark.

Bridging the gap between generalist AI and professional automation through reasoning traces.

Position 01

Software Engineer (Backend)

Build high-throughput data pipelines and scale core infrastructure.

Next.jsPythonKafkaRedisScalability
Position 02

Product Manager

Define product strategy and lead cross-functional teams to ship fast.

Metrics-drivenUser EmpathyStrategyAgile
Position 03

Financial Analyst

Precision analysis for high-stakes risk management and market trends.

Quantitative AnalysisRisk ManagementExcel/PythonPrecision

Epistemological Research

Reducing economic friction by scaling elite expertise to near-zero marginal cost.

Chain-of-thought

Capturing the hidden decision architecture between textbook definitions.

Professional Alignment

Granular reward signals based on reasoning trajectories, not just binary outputs.