Senior AI Engineer – Casualty, Claims Intelligence

CCC Intelligent Solutions

. Own agents end to end within a problem area, from the first prototype to measured performance in production .

Posted 11/3/2026full-timeRemote • Illinois • United StatesSenior💰 $180,000 - $225,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in designing and building LLM-powered agents and workflows, with a strong focus on production engineering, performance evaluation, and optimization in sensitive health data contexts. Proficient in Python and TypeScript, with a quantitative mindset for metrics and error analysis.

Highest-signal resume keywords

LLM-Powered Product DevelopmentProduction Engineering in PythonEvaluation Design for Non-Deterministic SystemsExperience with Retrieval-Augmented GenerationDocument Understanding and OCR

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Python ProgrammingTypeScript ProgrammingLLM Fine-TuningPrompt EngineeringData LabelingMetrics AnalysisError AnalysisAPI ServicesStructured ExtractionHuman-in-the-Loop Review

Soft Skills

Quantitative MindsetProblem-Solving

Tools & Technologies

AI-Assisted Engineering ToolsAgentic Engineering ToolsObservability ToolsCost Optimization TechniquesLatency Optimization Techniques

Industry Keywords

Auto Casualty BusinessClaims Decision SupportMedical BillsAgentic Rules PlatformSensitive Health Data

Tech Stack

Tools & technologies

PythonTypeScript

About the role

Key responsibilities & impact

Own agents end to end within a problem area, from the first prototype to measured performance in production
Design and build LLM-powered agents and workflows, including orchestration, tool use, retrieval, structured extraction, and human-in-the-loop review
Build evaluations with data labelers and subject matter experts, and run them on every change
Make agents production-grade with guardrails, observability, cost and latency optimization, and careful handling of sensitive health data
Ship measured improvements to existing agents
Build agents that reach production with customers and are backed by evaluation results
Build AI-native products for CCC's auto casualty business, including medical bills, claims decision support, and an agentic rules platform
Write production code to ship AI agents used by claims experts

Requirements

What you’ll need

Typically 5+ years of professional software or ML engineering experience, including meaningful recent work with LLMs
Strong production engineering skills in Python, including API services, and comfort working in TypeScript
At least a year of shipping LLM-powered products to real users, including retrieval (RAG, embeddings, vector search) and prompt engineering
Experience designing evaluations for non-deterministic systems, and the habit of measuring before and after every change
A quantitative mindset: you're comfortable with metrics, sampling, error analysis, and knowing when a result is real
Real experience shipping faster with AI-assisted or agentic engineering tools, with examples you can walk us through
Document understanding, OCR, or extraction from complex documents
Experience fine-tuning LLMs or working with multimodal data

Benefits

Comp & perks

This position is bonus eligible
401K Match
Paid time off
Annual Incentive Plan Performance Bonus
Comprehensive health insurance
Adoption Assistance
Tuition Reimbursement
Wellness Programs
Stock Purchase Plan options
Employee Resource Groups