Some of the Problems You’ll Solve:
**🤖 Develop autonomous agents that complete meaningful work.**Create AI agents that inspect data, resolve conflicting accounts, identify next steps, communicate with users, gather missing information, and suggest decisions across complex, ambiguous real-world workflows through the entire claims lifecycle.
**🎙️ Build real-time, conversational AI systems.**Develop multi-modal text and voice agents that maintain context, handle interruptions, route requests to specialized capabilities, and adapt dynamically rather than follow rigid scripts.
**🚗 Transform unstructured information into interactive experiences.**From car accident dynamics to nuances of water damage, transform narratives and complex data into intuitive inputs & visualizations that help end users describe the events, and back office teams evaluate what happened.
**⚖️ Make agentic AI reliable in regulated environments.**Design systems across coverage validation, liability determination, and beyond that give AI room to reason and adapt while deterministic controls guarantee compliance with legal, business, and safety requirements.
**📚 Process unstructured data at enterprise scale.**Build pipelines that ingest large volumes of audio, documents, images, and free-form text, then extract accurate, structured information for downstream systems.
**🕵️ Solve adversarial fraud and trust problems.**Detect manipulated media, uncover behavioral patterns, resolve identities across disconnected datasets, and build systems that evolve as attackers change their methods.
**🏗️ Evolve key systems without disrupting production.**Re-architect high-traffic systems through staged migrations, parallel processing, dual writes, and carefully coordinated evolution while preserving reliability and data integrity.
**🌐 Build shared services used across the entire product ecosystem.**Create reusable services and APIs to expose the work you do to both internal and external teams, as we modularize our capabilities to work across touchpoints and modes of engagement.
How You’ll Make an Impact:
**🌎 Build important systems from start to finish.**Turn product and business needs into reliable backend services, taking projects through development, testing, deployment, and ongoing improvement.
**🧩 Solve complex technical problems.**Work through unclear requirements, evaluate tradeoffs, and find practical solutions that balance speed, quality, and maintainability.
**🔍 Help keep our production systems reliable.**Improve testing, observability, automation, and operational practices so teams can ship confidently and respond quickly when problems arise.
**🤝 Support and collaborate with other engineers.**Share knowledge, provide thoughtful feedback, and work closely with engineering, product, infrastructure, and data teams to deliver successful projects.
**⚡ Use AI to work faster and more effectively.**Use tools such as Claude, Codex, Cursor, and similar platforms to support development, debugging, testing, documentation, and operational work.