Associate AI Quality Engineer
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Key skills for this role
Role Overview
Build internal AI systems used by engineers, including test-generation agents, failure-triage pipelines, code-review and debugging tools, and AI evaluation infrastructure.
Write production code, own CI systems, and measure success by whether engineers adopt the tools.
Key Skills for This Role
Full Job Posting
The job
Build internal AI systems used by engineers, including test-generation agents, failure-triage pipelines, code-review and debugging tools, and AI evaluation infrastructure.
Write production code, own CI systems, and measure success by whether engineers adopt the tools.
Test automation
- Build backend API, contract, service-level, integration, and data-driven test coverage.
- Develop web end-to-end, component, visual, and RTL regression coverage with fast merge-gating suites.
- Develop mobile coverage with Appium or Maestro, including device farms, offline and sync behavior, and payment peripherals.
- Maintain shared fixtures, test data, environments, parallelization, and meaningful CI pipelines.
AI quality systems
- Generate tests from specifications, code, and production traffic while addressing long-term maintenance.
- Classify build failures, detect flakes, quarantine unstable tests, and analyze suite health and coverage gaps.
- Build evaluation infrastructure with datasets, scoring, regression detection, and region-specific correctness checks.
Agentic AI and orchestration
- Build agents that read diffs, run relevant suites, reproduce failures, propose fixes, and open pull requests.
- Create end-to-end quality workflows for exploratory testing, coverage-gap analysis, and release-risk assessment.
- Design orchestration with planning, tools, retries, state, memory, sandboxing, multi-agent handoffs, and human escalation.
- Integrate with CI, Jira, observability, and MCP-style tool interfaces.
Technical qualifications
- Production software engineering experience with recent hands-on work on LLM-backed systems used by real users.
- Strong Python and comfort with at least one of .NET, Java, or TypeScript.
- Experience owning release-gating automation across backend and web or mobile surfaces.
- Experience building evaluation systems and explaining improvement with numbers.
- Practical knowledge of prompting, structured output, retrieval, tool use, agentic orchestration, testing, and CI/CD.
Technical ground
- Knowledge of test framework design, test layering, flake economics, parallel execution, mobile and cross-browser testing, and CI/CD gating.
- Knowledge of context engineering, retrieval, chunking, reranking, caching, and long-context behavior.
- Knowledge of offline and online evaluation, LLM-as-judge limitations, human review, statistical significance, and regression gates.
- Knowledge of structured output, guardrails, retries, non-determinism, tracing, prompt and version management, model routing, latency, and cost controls.
Working approach
- Bias toward adoption and measure work by what other engineers use rather than by demonstrations.
- Apply judgment about when a plain pipeline is better than an agent.
Work arrangement
- The posting mentions flexibility in office and hybrid work setups but does not clearly specify the arrangement for this role.
What Foodics offers
- The posting mentions competitive compensation, bonuses, potential shares, training, a learning stipend, autonomy, mentoring, and challenging goals.
- Foodics describes an inclusive culture and a distributed team across multiple countries and nationalities.
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