Senior AI Innovation Engineer - Production Agents (Remote)

Worth AI; United States; Remote; USD 170,000 - 250,000; Full time

Benefits offered by this job

Health Care Plan

Retirement Plan

Life Insurance

Flexible PTO

9 paid Holidays

Family Leave

Remote

Hybrid Orlando

Free Food

Wellness Resources

Job summary

Worth AI, a leader in AI onboarding and underwriting, seeks a Senior Software Engineer - AI Innovation to design and ship production agent systems that make consequential decisions on regulated data. You will own the end-to-end lifecycle, architecting agent graphs and integrating tools across Worth’s platform.

You’ll collaborate with security, product, and platform teams to ensure compliance and customer outcomes, while mentoring engineers and advancing MLOps, evals, and observability in a

Qualifications

• 8+ years of professional software engineering experience including building production LLM/agent systems
• Solid software engineering across frontend, APIs, async patterns, queues, databases and distributed systems
• Ownership of major features or subsystems in production
• Experience mentoring junior engineers and raising team quality standards
• Experience with event-driven systems: enrichment, retries, dead-lettering, backpressure
• Experience managing containerized apps in Kubernetes/EKS/ArgoCD
• Hands-on with at least one modern agent framework (LangGraph preferred) and shipping running agents
• Experience with evaluation pipelines and production MLOps for LLM workloads

Responsibilities

• Design and ship multi-step agent systems (planner/executor, tool-using, multi-agent, human-in-the-loop) for KYB, underwriting, risk monitoring workflows
• Architect agent graphs in LangGraph or comparable frameworks with explicit state and safe fallbacks
• Build and harden the retrieval layer powering agent chunking, hybrid search and grounded citations across multiple data sources
• Own the eval stack including golden sets, offline/online evaluations, and jailbreak mitigation
• Wire agents into Worth’s production systems via well-typed tools and services
• Drive production MLOps: deployment, versioning, traffic shaping, observability, and on-call playbooks
• Collaborate with security/compliance/legal to maintain SOC 2/GDPR/CCPA posture
• Translate product bets into concrete agent designs and shipped features
• Mentor engineers on agent patterns and eval discipline
• Stay ahead of new models/frameworks and bring back production-tested approaches

Skills

8+ years software engineering

Production LLM/agent systems

Ownership of features

Mentoring engineers

Event-driven systems

Kubernetes / ArgoCD

Python proficiency

Clear communication

Tools

LangGraph

LangChain

Claude Agent SDK

MCP servers

OpenAI SDK

PostgreSQL

OpenSearch

Job description

Worth AI, a leader in AI onboarding and underwriting, seeks a Senior Software Engineer - AI Innovation to design and ship production agent systems that make consequential decisions on regulated data. You will own the end-to-end lifecycle, architecting agent graphs and integrating tools across Worth’s platform.

You’ll collaborate with security, product, and platform teams to ensure compliance and customer outcomes, while mentoring engineers and advancing MLOps, evals, and observability in a