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AI Assurance Architect

Pune, Maharashtra, India
Posted on: 06-08-2024
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Job description

GenAI Assurance Architect

Responsibilities

  • Identify the most effective architectures and models to solve complex data problems around Quality Engineering using GenAI
  • Apply GenAI in automating different aspects of STLC such as Test artefact generation, defect prediction, defect triaging, failure analysis, test optimization and self-healing.
  • GenAI systems validation including RAG based LLMs for Q&A, generated content and recommendations
  • Validate performance, security, finetuning and feedback function for LLM based applications
  • Build solutions to ensure fairness and trustworthiness of GenAI systems by performing automated tests for prompt safety, response accuracy, relevancy, toxicity, biasness and explainability
  • Lead, mentor, and advise the team members in deploying LLMs and AI models for specified use cases
  • Document, summarize and present findings and recommendations for Continuous improvement of AI/GenAI implementations across Quality Assurance & Quality Engineering

Qualification

Skills / Qualification

  • Bachelor’s degree in Statistics, Computer Science, or Engineering
  • At least 4 years experience in analytics, data science, ML Engineering in SDLC
  • Experience with building a range of AI /GenAI based models into productionfor use cases like Test case generation, Defect classification & prediction, Root cause analysis (RCA), auto script generation, Model Based Testing (MBT), Test case optimization, Self-healing etc
  • At least 1-2 years of experience in building & deploying LLM based solutions from leading vendors like OpenAI – GPT, Google Gemini Pro or AWS Bedrock
  • Extensive Python experience required with libraries like LangChain, Ragas, Truelens etc
  • Able to communicate technical issues in AI/GenAI with technical & non-technical stakeholders
  • Ability to quickly implement POCs on GenAI assurance use cases based on client data
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 Key job details

Primary Location
Pune, Maharashtra, India
Job Type
Experienced
Years of Experience
15
Travel
No
Job Posting
06/08/2024

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