Responsibilities

Most retirement plan work begins with messy, fragmented inputs gathered from multiple sources, including employee census files, prior plan documents, payroll files, recordkeeper forms, distribution forms, and emails between advisors and business owners. Plan administrators have to review, parse, and validate these materials, then determine what actions to take. The work is time-consuming, and mistakes can be costly.
As a Senior Applied AI Engineer at Aboon, you'll build and operate the agent systems that handle this work. You'll develop systems to extract and validate data from PDFs and spreadsheets, connect agents to recordkeeper, payroll, and internal systems, and keep workflows reliable when inputs are incomplete or steps fail. You'll own your systems from design through evaluation, deployment, and ongoing improvement in production. You’ll shape how we build with AI through the systems you ship and the standards you set.
You'll be a hands-on individual contributor, reporting to our Head of Engineering and working closely with engineers and retirement plan experts who understand the rules and edge cases.
Turn messy inputs into reliable data. Extract and validate structured data from census files, plan documents, PDFs, and spreadsheets to support plan design, onboarding, and compliance.
Build agents that complete workflows. Design systems that use tools and external services, track state, recover from failures, and hand off to a person when needed.
Measure quality. Build evaluation datasets, regression tests, and production monitoring so you can track quality over time and catch problems before users do.
Decide where AI belongs. Choose between a model, deterministic code, retrieval, or human review based on what each step needs, and explain the tradeoffs.
Make production systems cheaper, faster, and more reliable. Reduce failures, latency, and cost, and make systems easier for the team to understand and debug.
Raise the bar for the team. Write design docs, review code, and help other engineers build and test high-quality AI features.

Senior Applied AI Engineer at Aboon · LumiJobs

Senior Applied AI Engineer

Responsibilities

Qualification

Required

Preferred

Benefits

Company

Aboon

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