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Automation QA Engineer (4099)

Ciklum
Місто:
Львів
Формат:
повний remote
Джерело:
jobs.dou.ua
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Що робити

  • AI Output Quality Assurance: Design and run automated test suites to validate non-deterministic LLM-generated documentation against code source truth and strict NLI accuracy thresholds
  • Data Pipeline Validation: Verify state consistency, schema integrity, and data transformation accuracy across batch executions in Neo4j knowledge graphs and Qdrant vector databases
  • Regression & Evaluation Testing: Build automated test frameworks to track output quality drift, hallucination rates, and pipeline performance across code releases
  • Test Dataset Management: Create and maintain evaluation baselines (“golden datasets”) to continuously benchmark LLM prompt outputs and retrieval accuracy
  • Cross-Functional Collaboration: Partner closely with Senior AI/ML Engineers and Data Engineers to define automated acceptance criteria, defect logging, and pipeline health checks

Що очікуємо

  • Professional Experience: 3+ years in Automation Quality Assurance (AQA) with a heavy focus on backend systems, complex data pipelines, or AI-driven applications
  • Mandatory Domain Experience:
  • Direct experience testing AI/LLM outputs (evaluating non-deterministic generated text, confidence scoring, and NLI assertion logic)
  • Direct experience in data pipeline & ETL testing (verifying batch processing, schema integrity, and data transformations)
  • Automation & Scripting: Advanced proficiency in Python and test frameworks such as PyTest

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