Senior Data Analyst – Agentic AI, GenAI Delivery

GM Financial

Senior Data Analyst operationalizing and scaling Agentic AI solutions at GM Financial. Collaborating across teams to validate deployments and enhance AI performance in production.

Posted 6/2/2026full-timeIrving • Texas • 🇺🇸 United StatesSeniorWebsite

About the role

Key responsibilities & impact

Validate readiness of Agentic AI use cases for production deployment
Track deployment success metrics and post-production performance
Identify gaps between expected vs. actual outcomes
Define metrics for: Accuracy and response quality, Task completion success rates, Hallucination and failure cases, Latency and throughput
Build evaluation datasets and validation pipelines
Analyze: Agent workflows and decisions, Prompt-response chains, Tool usage and orchestration behavior
Develop observability dashboards using telemetry and logs
Detect and escalate production issues and anomalies
Perform root cause analysis on failures and performance issues
Deliver executive-level reporting on AI system effectiveness
Provide actionable insights to improve system design and outcomes
Work closely with: Lead Architects for feasibility alignment AI/ML engineers for model/system improvements Product teams for use case refinement
Translate technical findings into clear business insights

Requirements

What you’ll need

6-8 years experience in data analytics, data science, or AI Systems analysis or similar role required
Experience supporting AI/ ML or GenAI systems in production environments preferred
Auto finance experience preferred, cross functional Agile team experience preferred
Bachelor’s Degree in Data Science, Computer Science, Engineering or related quantitative field Preferred
Master’s Degree in related quantitative field Preferred

Benefits

Comp & perks

401K matching
bonding leave for new parents (12 weeks, 100% paid)
tuition assistance
training
GM employee auto discount
community service pay
nine company holidays

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

data analyticsdata scienceAI systems analysismetrics definitionroot cause analysisevaluation datasetsvalidation pipelinesobservability dashboardstelemetrylogs

Soft Skills

communicationcollaborationproblem-solvinganalytical thinkingreportinginsight generationcross-functional teamworkfeasibility alignment

Certifications

Bachelor’s Degree in Data ScienceBachelor’s Degree in Computer ScienceBachelor’s Degree in EngineeringMaster’s Degree in related quantitative field