Senior Applied AI Engineer

Aboon

. Extract and validate structured data from census files, plan documents, PDFs, and spreadsheets for plan design, onboarding, and compliance .

Posted 11/11/2026full-timeRemote • United StatesSenior💰 $220,000 - $240,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in building and running production software, with a focus on system design, evaluation, and improvement. Proficient in extracting and validating structured data, integrating external systems, and implementing multi-step agent workflows.

Highest-signal resume keywords

Production Software DevelopmentDocument ExtractionSystem Design OwnershipPython ProgrammingAgent-Powered Systems

ATS Keywords

Tailor your resume

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills

Data ExtractionRegression TestingProduction MonitoringSystem EvaluationTechnical DesignCode ReviewAutomationOCRMulti-Step WorkflowsStructured Data Integration

Soft Skills

Problem ScopingTradeoff ExplanationCollaboration

Tools & Technologies

AWS BedrockAgnoAnthropic Models

Industry Keywords

Regulated DomainHigh-Trust DomainPlan DesignOnboardingCompliance

Tech Stack

Tools & technologies

AWSPython

About the role

Key responsibilities & impact

Extract and validate structured data from census files, plan documents, PDFs, and spreadsheets for plan design, onboarding, and compliance
Design agent systems that use tools and external services, track state, recover from failures, and hand off to people when needed
Build evaluation datasets, regression tests, and production monitoring to measure quality and identify issues
Select models, deterministic code, retrieval, or human review for each workflow step
Reduce system failures, latency, and cost while improving reliability, understandability, and debuggability
Own systems from design through evaluation, deployment, and ongoing production improvement
Write design documents, review code, and help engineers build and test high-quality AI features
Collaborate with plan administrators, retirement plan experts, and engineers
Report to the Head of Engineering

Requirements

What you’ll need

6+ years building and running production software, with clear ownership of technical decisions and post-launch outcomes
Shipped an LLM- or agent-powered system used in a real workflow
Experience testing system behavior with tests, evaluation datasets, production monitoring, or structured human review
Knowledge of state, retries, fallbacks, permissions, latency, and cost
Experience integrating external systems and working with structured and unstructured data
Led the technical design of a significant system; experience with design documents and code reviews
Ability to scope unclear problems, explain tradeoffs, and carry solutions through implementation and iteration
Experience with document extraction, OCR, images, or other non-text inputs preferred
Experience with multi-step agent workflows, tool use, or automation with human review preferred
Experience in a regulated or high-trust domain preferred
Experience owning systems at an early-stage company preferred
Experience with Python, Agno, and Anthropic models via AWS Bedrock helpful but not required
Work authorization in the United States required; no visa sponsorship

Benefits

Comp & perks

Comprehensive health, dental, and vision insurance, with additional optional coverage
401(k) with company match
Flexible paid time off and holidays
10 weeks paid parental leave
A fully remote work environment, with all the technology and equipment you need
Support for professional development and career growth
Annual bonus
Equity