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Job Closed

Walk-in || AI Test Engineer

  • Source: Naukri
  • Tata Consultancy Services
  • On-site
  • Hyderabad
  • Full-Time
  • Mid level

Job Description

We are seeking an experienced AI Test Engineer with 6+ years of overall testing experience and a minimum of 2 years of hands-on experience in AI/GenAI testing. The ideal candidate will be responsible for validating AI-powered applications, evaluating LLM responses, testing RAG-based solutions, ensuring Responsible AI compliance, and establishing AI quality assurance processes.

Role- AI Test Engineer

IT Exp- 6+

Location- Hyderabad

Key Responsibilities

AI Response Evaluation & Validation

  • Evaluate AI/LLM responses using:

  • Human Evaluation
  • Automated Evaluation
  • LLM-as-a-Judge techniques

  • Validate AI outputs for:

  • Accuracy
  • Relevance
  • Grounding
  • Consistency
  • Completeness

  • Design and execute test scenarios for RAG-based applications.
  • Identify and analyze:

  • Hallucinations
  • Bias
  • Toxicity
  • Inconsistent responses

  • Perform functional, regression, and validation testing for AI features and AI-powered applications.

AI Evaluation Frameworks & Tooling

  • Apply and utilize AI evaluation frameworks such as:

  • RAGAS
  • LangSmith (Good to Have)
  • Similar AI evaluation and observability tools

  • Define and monitor AI quality metrics including:

  • Precision
  • Recall
  • Faithfulness
  • Relevancy
  • Toxicity
  • Bias

  • Support integration of AI evaluation processes into CI/CD pipelines.

Responsible AI & Governance

  • Validate Responsible AI principles including:

  • Fairness
  • Safety
  • Transparency
  • Bias Detection

  • Test system prompts, guardrails, and prompt templates.
  • Execute prompt validation and jailbreak testing.
  • Ensure compliance with organizational AI governance standards.

Test Data & Dataset Management

  • Design and curate:

  • Golden Datasets
  • Adversarial Datasets
  • Edge-case Datasets

  • Prepare datasets for:

  • Model Validation
  • AI Evaluation
  • Regression Testing

  • Maintain dataset traceability and version control.

Collaboration & Quality Assurance

  • Collaborate with AI Engineers, Product Owners, Business Teams, and SMEs.
  • Analyze AI quality issues and provide actionable recommendations.
  • Contribute to AI testing best practices, frameworks, and reusable assets.
  • Support continuous improvement of AI testing processes.

Mandatory Skills

  • Strong understanding of AI/LLM Testing concepts and AI Quality Assurance.
  • Hands-on experience testing AI/GenAI-enabled applications.
  • Experience in AI response evaluation techniques:

  • Human Evaluation
  • Automated Evaluation
  • LLM-as-a-Judge

  • Experience testing RAG-based applications.
  • Ability to identify hallucinations, bias, inconsistencies, and unsafe responses.
  • Experience in test data and dataset creation for AI validation.
  • Knowledge of Responsible AI principles and governance models.
  • Strong understanding of Functional Testing and Quality Engineering practices.
  • Good analytical and problem-solving skills.
  • Excellent communication and stakeholder management skills.

Good to Have

  • Experience with RAGAS, LangSmith, or equivalent AI evaluation frameworks.
  • Exposure to prompt engineering and system prompt design.
  • Knowledge of Python-based evaluation pipelines and automation.
  • Understanding of AI/ML lifecycle concepts including:

  • Model Validation
  • Data Drift
  • Model Monitoring

  • Experience with Azure OpenAI, Azure AI Foundry, AWS Bedrock, or Google Vertex AI.
  • Knowledge of CI/CD integration for AI testing.

Skills

  • guardrails
  • Python
  • drift
  • microsoft-azure
  • amazon-web-services
  • bedrock
  • vertex
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