W
Not Specified Permanent

Atlanta, Georgia · USA job

QA Architect, AI-Led Test Automation

WorkNovas LLC

Atlanta, Georgia

Job description

Job Description Job Description

Title: QA Architect, AI-Led Test Automation

Duration: Long term Contract

Location: Atlanta, GA (Hybrid)

The role

You own the quality engineering lifecycle for a global industrial manufacturing client, embedded in their Atlanta office, and you make AI a working part of it rather than a pilot. You lead an offshore automation pod of four to six engineers and are the client's single point of accountability for test strategy, coverage, and release confidence.

This is a hands-on architect role. You design the framework, write code when it matters, and set the standards the pod follows.

Reporting: Parkar delivery leadership, with a dotted line to the client's quality and data leaders.

What you will own

Lifecycle and architecture

  • Design the end-to-end QA lifecycle: requirement intake, test design, automation, execution, defect flow, and reporting.
  • Build and maintain an open-source automation framework (Playwright or Selenium) with code in Git, clear tagging, and release-aligned branching.
  • Make the framework system-aware so a change in one system drives the right regression scope across Salesforce, integration, and ERP.

AI across the lifecycle

  • Use AI to review user stories for testability, missing acceptance criteria, and cross-system risk before development starts.
  • Generate and curate test cases and scripts with AI, with human review as a standinggate.
  • Operate self-healing locators, change-impact based regression selection, and AI-assisted flaky-test triage. Own the thresholds and the audit trail behind each.
  • Set the guardrails: what AI decides, what it proposes, and what a human must approve.

Client and governance

  • Be the quality voice in planning, release readiness, and go/no-go calls.
  • Publish the metrics that matter: coverage against change, defect escape rate, cycletime, automation stability.
  • Work with the client's existing toolchain (Tosca, Azure DevOps, Copado) rather thanagainst it. Protect the Tosca investment and show where open source and AI extend it.

Required

  • 10+ years in software quality engineering, with 3+ years as a QA architect orautomation lead on enterprise programs.
  • Deep hands-on automation in Playwright or Selenium, in Java, TypeScript, or Python,with production frameworks you designed yourself.
  • Working knowledge of Tricentis Tosca. The client is committed to Tosca, so you must be able to assess the existing suite, keep it productive, and integrate it with the open-source and AI layers rather than replace it.
  • Proven test automation across complex enterprise landscapes: ERP (SAP preferred),CRM (Salesforce preferred), and the integrations between them.
  • CI/CD fluency in Azure DevOps, including pipelines, test plans, and work itemtraceability.
  • Practical use of AI in the delivery workflow: GitHub Copilot or equivalent, plus AI-assisted test generation, self-healing, or impact analysis.
  • Experience leading distributed onshore and offshore teams.
  • Credibility with senior client stakeholders. You can defend a test strategy in a room of directors and CIOs.

Preferred

  • Tosca certification (AS1/AS2 or Tosca Automation Specialist Level 2 and above), or experience running a Tosca practice at scale.
  • Copado or Salesforce release management experience.
  • Performance, API, and data validation testing depth.
  • Background in manufacturing, field service, or supply chain systems.
  • Experience standing up a QA practice or centre of excellence from scratch.

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