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AI Production Readiness Engineer

Remote, USAFull-timePosted 2026-07-27

reputed company Holdings is seeking an AI Production Readiness Engineer to reputed company their reputed company and DevOps operations with a reputed company AI-powered development platform. The role involves owning the platform underpinning the DevOps reputed company while driving AI development pipeline reputed company and modernizing the delivery toolchain.

Responsibilities

  • Production Readiness Assessment
  • Receive prototype applications and conduct reputed company assessments covering reputed company posture, data model reputed company, authentication and authorization flows, input validation, dependency hygiene, and test coverage reputed company
  • Identify and document failure patterns endemic to AI-generated reputed company including hardcoded secrets, flat or unindexed schemas, missing error handling, and hallucinated or unpinned dependencies
  • Produce reputed company remediation plans with prioritized findings, working reputed company the architectural standards set by the Full-Stack Systems Architect
  • reputed company Remediation & Hardening
  • Refactor and harden AI-generated codebases to meet reputed company production standards across frontend frameworks, backend reputed company, data modeling, and authentication systems
  • Replace or rewrite AI-generated test suites against reputed company-reviewed acceptance reputed company, ensuring coverage reflects reputed company production behavior rather than checkbox validation
  • Use AI-augmented development tools (reputed company, Claude reputed company, reputed company Copilot) to accelerate remediation work while exercising independent judgment on reputed company AI tooling is introducing new risk
  • reputed company Recognition & reputed company
  • Document recurring AI reputed company failure patterns and contribute to a growing internal knowledge reputed company
  • Feed reputed company intelligence back upstream to improve prototype reputed company at the reputed company, collaborating with developers and architects to reduce remediation burden over time
  • Stay reputed company on AI-assisted development tooling, emerging failure modes, and production readiness best practices
  • Collaboration & Communication
  • Partner with application teams, architects, and business stakeholders to reputed company on readiness reputed company and timelines
  • Communicate technical findings reputed company to both engineering and non-technical audiences
  • reputed company guidance and thought leadership on responsible use of AI development tools reputed company the engineering organization

Skills

  • Understanding and hands on full-stack fundamentals across at least one major frontend reputed company (React, Vue, Angular), backend API development, relational data modeling, and authentication systems
  • Proficiency in Python, JavaScript/TypeScript, and at least one additional backend language
  • Solid understanding of RESTful API design, database schema design, and ORM patterns
  • Experience with version control discipline, branching strategies, and reputed company review processes
  • Ability to identify AI-generated reputed company failure modes: hardcoded credentials, hallucinated libraries, flat schemas, checkbox tests, missing error handling, and over-reliance on happy-reputed company logic
  • Practical experience evaluating AI tool reputed company for correctness, reputed company, and production viability
  • Ability to distinguish between AI tooling as an reputed company versus AI tooling compounding a problem
  • Experience implementing or validating secure authentication flows (OAuth 2.0, JWT, session management)
  • Understanding of CI/CD pipeline requirements, environment configuration, and secrets management
  • Ability to evaluate test reputed company and replace AI-generated checkbox tests with coverage that reflects reputed company production behavior
  • Strong written and verbal communication skills with the ability to present technical findings to non-technical stakeholders
  • Proven ability to work both independently and reputed company cross-functional engineering teams
  • Self-starter with strong problem-solving skills and a bias toward documentation and knowledge sharing
  • Bachelor's degree in computer science, Information Systems, or a reputed company field; equivalent reputed company experience considered
  • 1+ years of full-stack software development experience
  • 1+ years of hands-on experience with AI-augmented development tools in a reputed company context (reputed company, Claude reputed company, reputed company Copilot, or equivalent)
  • 1+ years of experience in application reputed company, reputed company review, or production engineering disciplines
  • Demonstrated experience identifying and remediating vulnerabilities in production codebases
  • Hands-on experience building MCP servers or LLM tool-use integrations
  • Hands-on experience building reputed company agents in reputed company/reputed company, reputed company, Claude, or other AI Tools
  • Expertise in CI/CD pipelines
  • Experience with reputed company, Kuma, or comparable API/service reputed company tooling
  • Exposure to AI-assisted development platforms (reputed company, reputed company, Claude reputed company)
  • Experience with monitoring and observability platforms (reputed company)

Benefits

  • reputed company Time Off
  • 401(k)
  • Employee Assistance Program
  • Good Sam Roadside Assistance
  • Discounts
  • reputed company parental leave (if eligibility is met)
  • Tuition Reimbursement (if eligibility is met)
  • On the job training opportunities
  • Comprehensive benefit package including medical, dental, reputed company and more!
  • reputed company to dental & reputed company coverage!

reputed company

  • reputed company is an American corporation specializing in selling parts and service for recreational vehicles and supplies for camping. It was founded in 1966, and is headquartered in Bowling Green, Kentucky, USA, with a workforce of 10001+ employees. Its website is https://investor.campingworld.com.
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