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Cardiff

Senior AI Product Engineer

Cardiff

. Review each prototype and document whether it should move forward, be revised, or be discontinued .

Posted 10/3/2026full-timeRemote • United StatesSeniorWebsite

Core Competencies

Role fit
Core Competencies

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

Demonstrates extensive experience in software development with a focus on production engineering, including proficiency in Python, JavaScript/TypeScript, SQL, and cloud deployment. Capable of integrating external systems and delivering reliable software solutions while effectively communicating with both technical and non-technical stakeholders.

Highest-signal resume keywords
Software Development ExperienceProduction Engineering JudgmentProficiency In PythonAI DevelopmentCloud Deployment (AWS)

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
PythonJavaScriptTypeScriptSQLREST APIsCloud DeploymentAutomated TestingData ModelingError HandlingIncident Response
Soft Skills
Clear CommunicationAccountabilityCollaboration
Tools & Technologies
AWSAI Coding ToolsLLM APIs
Industry Keywords
Production Approval ProcessData IntegrationSystem MonitoringIncident ResolutionProcessing Efficiency

Tech Stack

Tools & technologies
AWSCloudJavaScriptPythonSQLTypeScript

About the role

Key responsibilities & impact
  • Review each prototype and document whether it should move forward, be revised, or be discontinued
  • Build data models, APIs, integrations, error handling, tests, and deployment processes for reliable production software
  • Establish automated testing, secret scanning, and code and dependency checks aligned with the production approval process
  • Connect Cardiff’s systems with external lenders and vendors and standardize inconsistent data
  • Monitor, maintain, and improve deployed systems
  • Resolve incidents and document corrective actions
  • Provide written updates, flag blockers, and coordinate scope and acceptance with business owners
  • Turn AI-built prototypes into reliable software used by Cardiff’s teams
  • Support lender routing, sales calculators, decisioning workflows, and automation agents
  • Deliver measurable improvements in processing efficiency and time to funding

Requirements

What you’ll need
  • Seven or more years of software development experience, with recent hands-on ownership of systems delivered to real users
  • Strong production engineering judgment across testing, security, reliability, monitoring, and incident response
  • Proficiency in Python, JavaScript/TypeScript, SQL, REST APIs, and cloud deployment, preferably AWS
  • Experience integrating external systems and translating inconsistent inputs into clean, usable data models
  • AI development as a core working practice, including coding tools, LLM APIs, agents, and evaluations, with careful review of generated code
  • Ability to assess existing code, determine what to retain or rebuild, and deliver practical solutions quickly
  • Comfort working directly with the Managing Partner and nontechnical stakeholders, with clear communication and accountability