✦ Luna Orbit — AI & Machine Learning

Distinguished Engineer (Card Tech)

at Capital One Financial

📍 McLean, VA Unknown 💰 $293K – $335K USD / year Posted April 15, 2026
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Position Details

Salary $293K – $335K USD / year
Type Full-Time
Experience executive
Exp. Years Not specified
Education Not specified
Category AI & Machine Learning

About this role

This Distinguished Engineer role is responsible for architecting Capital One’s Travel Intelligence Platform, serving as the primary architect for foundational data schemas and orchestration layers. The work combines machine learning for predictive insights with agentic AI systems that automate complex workflows, supported by human-in-the-loop approvals.

Key Responsibilities

  • Architect foundational data schemas and orchestration layers for the Travel Intelligence Platform
  • Build an agentic AI framework using reasoning-based agents to bridge orchestration and execution
  • Enable predictive insights through classic machine learning model development
  • Scale agentic systems to automate complex workflows with human-in-the-loop approval
  • Lead technology stack architectural integration for a growth marketing engine

Technical Overview

You will design an agentic AI framework using reasoning-based agents connected to high-scale data orchestration and real-world execution. The platform will support classic machine learning model development and scaled agentic workflows, plus a growth marketing engine via robust and scalable data architecture to enable hyper-personalized acquisition across travel journeys.

Ideal Candidate

The ideal candidate is a senior-to-executive engineering leader (Distinguished Engineer) who can architect agentic AI systems and the foundational data schemas/orchestration layers that power complex product ecosystems. They bring strong experience integrating machine learning for predictive insights with scalable automation workflows, including human-in-the-loop approval, and can lead technology strategy for hyper-personalized growth marketing systems.

Must-Have Skills

architect foundational data schemas and orchestration layersbuild an ecosystem enabling classic machine learning model development for predictive insightsscale agentic systems to automate complex workflowsdesign an agentic AI framework using reasoning-based agentsimplement human-in-the-loop approval when necessarylead strategic selection and architectural integration of the technology stack for a growth marketing enginedesign robust and scalable data architecture for hyper-personalized customer acquisition

Required Skills

Distinguished Engineerarchitectagentic AI frameworkreasoning-based agentsdata orchestrationorchestration layersdata schemashuman-in-the-loopclassic machine learning model developmentpredictive insightsautomationgrowth marketing enginehyper-personalized customer acquisitionscalable data architectureTravel Intelligence Platform

Hard Skills

cloudagentic AI frameworkreasoning-based agentsdata orchestrationdata schemasorchestration layersclassic machine learning model developmentpredictive insightsautomation of complex workflowshuman-in-the-loop approvalgrowth marketing enginedata architecturescalable data architecturehyper-personalized customer acquisition

Soft Skills

technical leadershipmentoringthought leadershipcommunicationengineering excellence cultureinclusive environmentcollaboration across organizational boundariesleading through technical contributionpartnering with product managers and people leaders

Industry & Role

Industry Banking
Job Function Architect and lead agentic AI and data architecture for a next-generation travel intelligence and growth marketing platform.
Role Subtype Platform Engineer
Tech Domains AI & Machine Learning, Cloud & Infrastructure

Keywords for Your Resume

Distinguished EngineerCard Techarchitectarchitectureagentic AI frameworkreasoning-based agentsdata orchestrationdata schemasorchestration layershuman-in-the-loopclassic machine learningpredictive insightsautomationgrowth marketing enginehyper-personalizeddata architecturetravel intelligence platformTravel Intelligence Platform

Deal Breakers

Must have demonstrated experience architecting data schemas and orchestration layers, Must have demonstrated experience building agentic AI systems with reasoning-based agents and human-in-the-loop approval, Must have led technology architectural integration for a growth marketing engine

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