Principal, AI Engineer (Remote)

Crum & Forster

$149K — $220K *
Finance & Insurance
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in a relevant field or equivalent experience.
  • 10+ years in software engineering, solution architecture, or AI/ML development.
  • 4+ years designing Generative AI or LLM-based solutions in production.
  • Experience with agentic AI systems, including orchestration and workflow reasoning.
  • Proven ability to define technical standards adopted by multiple teams.
  • Strong Python programming skills and expertise in cloud-native development.
  • Experience leading technical initiatives across organizational boundaries.

Responsibilities

  • Lead the architecture and implementation of enterprise-scale Generative and Agentic AI solutions.
  • Define a reusable AI capability library for federated teams to utilize.
  • Conduct AI solution design reviews and provide technical sign-off.
  • Establish technical standards for AI evaluation and observability.
  • Personally design and deliver foundational AI capabilities and applications.
  • Develop AI-powered assistants and workflow automation tools.
  • Mentor and provide technical leadership to engineers across teams.

Benefits

  • Generous 401K employer match
  • Employee Stock Purchase plan with employer matching
  • Generous Paid Time Off
  • Comprehensive health, dental, and vision benefits
  • Career development support including tuition reimbursement and certifications
  • Dynamic and engaging work environment
  • Opportunities for community involvement and corporate social responsibility initiatives.
Full Job Description
Job Description

Crum & Forster is seeking a Principal AI Engineer (GenAI & Agentic AI) to lead the AI solution architecture, and delivery of next-generation AI solutions that transform insurance operations. This role will drive the adoption of Generative AI and Agentic AI across underwriting, claims, policy servicing, and corporate functions by building enterprise-grade applications, intelligent automation, and AI-powered assistants.

As a senior technical leader, you will partner with business and technology stakeholders to identify high-value opportunities, establish scalable AI architecture patterns, and deliver secure, responsible, and measurable AI solutions.

This is a unique opportunity to help build C&F's next generation AI capabilities from the ground up, influencing enterprise AI strategy, defining engineering standards, and delivering high-impact solutions in a largely greenfield environment.

This role is fully remote within the United States.

What you will do:

AI solution design and technical authority
  • Lead the architecture, design, and implementation of enterprise-scale Generative AI and agentic AI solutions including the target-state solution design for generative and agentic AI - foundation model integration, retrieval-augmented generation, tool use, orchestration frameworks, and multi-agent patterns.
  • Define the reusable AI capability and pattern library that federated teams build on, so that capability is built once and inherited rather than rebuilt.
  • Leads AI solution design reviews across central and federated builds and provide technical sign-off within the AI readiness gates.
  • Set technical standards for evaluation, groundedness, guardrails, observability, security and cost engineering, and hold builds to them.
  • Evaluate AI platforms and tooling and recommend direction in alignment with Enterprise Architecture standards.

Hands-on build and delivery
  • Personally design, build and deliver the foundational shared AI capabilities - platform, runtime, retrieval primitives, agent frameworks, and the evaluation harness.
  • Lead the technical delivery of prioritized flagship initiatives that establish the pattern for everything that follows.
  • Build AI-powered assistants, copilots, workflow automation, and knowledge retrieval systems that improve business outcomes and employee productivity.
  • Leverage AWS Bedrock, Bedrock AgentCore, MCP and related technologies to build scalable, secure, and maintainable AI applications.

Standards, quality, and responsible AI
  • Establish and enforce engineering practices for AI evaluation, model risk, observability, auditability, and responsible AI, in partnership with the AI Risk and Reliability Engineering Lead.
  • Ensure every AI solution is instrumented for groundedness, quality, drift, and cost from the first commit rather than retrofitted before go-live.

Enablement and technical mentorship
  • Provide technical leadership and mentorship to AI engineers within the central team and to engineers building AI within federated development domains.
  • Lead the technical Community of Practice: shared libraries, office hours, code and design reviews, and internal enablement on agentic engineering.
  • Partner with external accelerators to absorb expertise into the ADLC practice, mentor engineers and provide technical leadership across AI platform and application development efforts
  • Stay current on emerging AI technologies and recommend approaches that create business value.


What you will bring to C&F:
  • Bachelor's degree or equivalent in computer science, Engineering, Data Science, or a related field.
  • 10+ years of experience in software engineering, solution architecture, platform engineering, or AI/ML development.
  • 4+ years of hands-on experience designing and delivering Generative AI, AI-Native, or LLM-based solutions in production environments.
  • Demonstrated experience building agentic AI systems in production - orchestration, tool calling, retrieval frameworks, reasoning workflows, and autonomous task execution.
  • Track record of defining technical standards or solution patterns adopted by engineering teams beyond the candidate's own team.
  • Experience leading design review or serving as technical authority across multiple teams, without relying on direct reporting lines.
  • Strong software engineering skills with expertise in Python and modern cloud-native application development.
  • Hands-on experience with AWS and modern AI services such as Amazon Bedrock.
  • Experience developing and integrating APIs, enterprise platforms, and distributed systems.
  • Strong understanding of cloud architecture, security, governance, ADLC delivery and operational excellence.
  • Demonstrated ability to lead complex technical initiatives and influence architectural decisions across organizational boundaries.

Preferred Qualifications
  • Experience within Property & Casualty insurance or another highly regulated industry.
  • Experience with Bedrock AgentCore, MCP, vector databases, knowledge retrieval platforms, and AI evaluation frameworks.
  • Experience establishing AI evaluation practice - golden sets, groundedness and citation scoring, regression testing of model-based systems.
  • Familiarity with AI observability, governance, model risk management, and responsible AI practices.
  • Experience with FinOps or cost engineering for large language model workloads.
  • Prior experience as a Principal Engineer, Distinguished Engineer, Staff Engineer, or equivalent senior individual-contributor technical leadership role.


#LI-MS

#LI-REMOTE

What C&F will bring to you

  • Competitive compensation package
  • Generous 401K employer match
  • Employee Stock Purchase plan with employer matching
  • Generous Paid Time Off
  • Excellent benefits that go beyond health, dental & vision. Our programs are focused on your whole family's wellness, including your physical, mental and financial wellbeing
  • A core C&F tenet is supporting your career development, so we provide a wealth of ways for you to keep learning, which may include tuition reimbursement, industry-related certifications and professional training to keep you progressing on your chosen path
  • A dynamic, ambitious, fun and exciting work environment
  • We believe you do well by doing good and want to encourage a spirit of social and community responsibility, matching donation program, volunteer opportunities, and an employee-driven corporate giving program that lets you participate and support your community

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