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Senior QA Analyst – AIML

Purple Drive


Job Location:

Belleair Beach, FL - USA

Monthly Salary: Not provided by the employer
Posted: 1 July 2026 (30+ days ago)
Application Deadline: 28 September 2026
Vacancies: 1 Vacancy

Job Summary

Job Title: Senior QA Analyst - AI/ML Applications (AI/ML QA Engineer)

Experience Required: 8-10 Years


Job Summary

We are seeking a Senior QA Analyst - AI/ML Applications with strong expertise in software quality assurance API testing AI/ML systems and data validation. The ideal candidate will be responsible for validating AI/ML applications machine learning models data pipelines and Generative AI solutions while ensuring high-quality scalable and reliable software delivery.

This role requires collaboration with Data Scientists ML Engineers DevOps and Product teams to validate machine learning models AI workflows APIs and enterprise applications throughout the Software Development Lifecycle (SDLC).


Key Responsibilities
AI/ML Application Testing
  • Design and execute comprehensive test strategies for AI/ML applications and machine learning workflows.
  • Validate AI model outputs prediction accuracy and overall system performance.
  • Perform functional integration regression and end-to-end testing of AI-powered applications.
  • Test Large Language Model (LLM) applications prompt responses and Generative AI workflows.
  • Validate model behavior across edge cases bias detection drift analysis and performance benchmarking.

Data Validation & ETL Testing
  • Validate data pipelines ETL workflows and preprocessing logic.
  • Perform data quality testing and database validation.
  • Verify data consistency completeness and integrity across multiple systems.
  • Test data transformations and ML feature engineering pipelines.

API & Backend Testing
  • Perform REST API testing using Postman or similar tools.
  • Validate model inference APIs and integration endpoints.
  • Test backend services supporting AI/ML applications.
  • Verify API responses authentication and performance.

Automation Testing
  • Develop and maintain automated test scripts for AI/ML workflows.
  • Execute automation using Selenium PyTest TestComplete or similar frameworks.
  • Integrate automated testing into CI/CD pipelines.

Defect Management & Release Support
  • Prepare test plans test cases and QA documentation.
  • Participate in UAT production validation and release verification.
  • Track defects using JIRA Rally or similar tools.
  • Collaborate with development teams to resolve issues efficiently.

Collaboration
  • Work closely with Data Scientists ML Engineers DevOps Business Analysts and Product Owners.
  • Participate in Agile ceremonies including Sprint Planning Daily Stand-ups Reviews and Retrospectives.
  • Provide quality recommendations throughout the AI/ML development lifecycle.

Required Skills
QA & Testing
  • Functional Testing
  • Regression Testing
  • Integration Testing
  • End-to-End Testing
  • UAT
  • Defect Management
API Testing
  • REST APIs
  • Postman
  • API Validation
  • Backend Testing
AI/ML
  • AI/ML Fundamentals
  • Machine Learning Model Validation
  • Prediction Validation
  • Model Evaluation
  • AI Workflow Testing
  • AI Model Performance Testing
Data & Database
  • SQL
  • Database Testing
  • ETL Testing
  • Data Validation
  • Data Quality
Programming
  • Python (Basic to Intermediate)
  • Automation Scripting
Tools
  • Selenium
  • TestComplete
  • JIRA
  • Rally
  • PyTest

Preferred Skills
  • Generative AI (GenAI)
  • Large Language Models (LLMs)
  • Prompt Validation
  • Prompt Engineering
  • Output Verification
  • AI Model Drift Analysis
  • Bias Testing
  • ML Lifecycle
  • Databricks
  • Apache Spark
  • Apache Airflow
  • Healthcare Domain (Claims Enrollment Payer Systems)

Required Qualifications
  • Bachelors degree in Computer Science Information Technology Engineering or a related field.
  • 8-10 years of experience in Software QA and Testing.
  • Hands-on experience with AI/ML application testing.
  • Strong knowledge of API testing SQL ETL and automation frameworks.
  • Experience working in Agile/Scrum environments.

Preferred Certifications
  • ISTQB Certified Tester
  • Certified Selenium Professional
  • Microsoft AI Fundamentals (AI-900)
  • Azure AI Engineer Associate
  • AWS Certified Machine Learning (Preferred)