Senior AI Agentic Analyst - Data-Driven Biz Insights

Enlighten AI Labs; Chicago (IL); On-site; USD 150,000 - 185,000; Full time

Benefits offered by this job

Medical, dental, and vision coverage

Job summary

Enlighten AI Labs in the United States is seeking a role to direct AI agents to answer business questions about customer behavior, sales, and operations. You will design evaluations, define metric definitions and operating context, and decide whether evidence is reliable enough to act on.

You will translate decisions into agent instructions, review their logic, reproduce critical calculations, and save validated analyses as reusable workflows.

Qualifications

• Own customer or commercial analysis from a business question through a decision.
• Experience with SQL and Python to inspect, debug, and independently validate agent-generated work on large transactional or behavioral datasets.
• Depth in segmentation, cohort analysis, statistical modeling, and evaluation methods appropriate to customer behavior.
• Hands-on experience directing AI agents and designing repeatable evaluations for data accuracy, analytical reasoning, and evidence quality.
• The ability to recognize when a statistically sound analysis answers the wrong business question.
• Confidence communicating with senior stakeholders and challenging assumptions with evidence.
• An independent working style, with clear documentation, reproducible methods, and ownership through delivery.
• Experience with retail, restaurants, loyalty programs, or other consumer businesses.
• Experience moving analytical prototypes into recurring workflows with engineers.
• Experience with cloud data warehouses and interactive analytical applications.

Responsibilities

• Translate decisions about acquisition, retention, segmentation, pricing, or store performance into clear agent instructions and acceptance criteria.
• Direct agents to write SQL and Python for queries, transformations, and statistical analysis. Review their logic and independently reproduce critical calculations when needed.
• Build and maintain evals with benchmark questions, known-good answers, edge cases, and explicit pass criteria. Run regression checks when data, metric definitions, or agent workflows change.
• Reconcile results against trusted sources and check joins, grain, time windows, denominators, and missing data. Flag unsupported causal claims and define when uncertain results need human review.
• Save validated analyses as workflows other analysts can rerun. Capture the metric definitions, business rules, and checks that agents should apply, and work with forward deployed engineers to deliver the results and supporting evidence in the tools teams already use.

Skills

SQL

Python

Customer analytics

Segmentation

Cohort analysis

Statistical modeling

Evaluation methods

AI agent experience

Stakeholder communication

Independent working style

Documentation

Tools

Cloud data warehouses

Interactive analytics apps

Workflow tools

Job description

Enlighten AI Labs in the United States is seeking a role to direct AI agents to answer business questions about customer behavior, sales, and operations. You will design evaluations, define metric definitions and operating context, and decide whether evidence is reliable enough to act on.

You will translate decisions into agent instructions, review their logic, reproduce critical calculations, and save validated analyses as reusable workflows.