Testing Lead-QA
Tasks
- Benchmark model performance
- Build Python test automation
- Build regression testing suites
- Create testing documentation
- Define end-to-end testing strategies
- Design RAG testing
- Design prompt engineering testing
- Develop testing frameworks
- Establish QA standards and governance
- Evaluate OCR
- Evaluate captioning
- Evaluate image text alignment
- Evaluate multimodal models
- Evaluate reasoning capabilities
- Generate quality reports and dashboards
- Identify model drift
- Integrate testing into CI/CD
- Integrate testing into MLOps pipelines
- Maintain golden datasets
- Mentor teams on QA best practices
- Monitor production performance
- Test long context model behavior
- Test multi turn conversations
- Validate hallucination control
Perks/Benefits
Skills/Tech-stack
CI/CD | Computer Vision | Data Validation | Deep learning | Deterministic testing | Embeddings | Generative AI | Langchain | Language Models | Large Language Models | Llamaindex | MLOps | MLflow | Machine Learning | Multimodal AI | Non-deterministic Testing | OCR | Prompt engineering | Python | RAG | Regression testing | Retrieval-Augmented Generation | Test automation | Transformer | Vector Databases | Vision Language Models | Vision-language
Education
N/A
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