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SAP AI/ML Quality Specialist - Data Privacy Protection DPP Engineering Team 
India, Karnataka, Bengaluru 
78367326

15.07.2024

Job Title, Summary & Role Information:

  • Develop and execute comprehensive test plans and test cases to validate the performance, accuracy, and reliability of AI/ML models and algorithms.
  • Collaborate with data scientists to establish data quality standards and processes, ensuring the integrity and consistency of training and validation datasets.
  • Conduct performance testing and analysis to evaluate the scalability and efficiency of AI/ML systems
  • Implement automated testing frameworks and tools to support continuous integration and regression/integration testing of AI/ML models and pipelines.
  • Design and implement techniques for generating test data for training AI/ML to test more specific use cases for better fine-tuning of the AI/ML models.
  • Design and implement techniques for anomaly detection and error analysis to identify and troubleshoot issues in AI/ML outputs.
  • Document test procedures, findings, and results in a clear and concise manner, and communicate findings to stakeholders across the organization.
  • Stay up-to-date with the latest advancements in AI/ML technologies, testing methodologies, and industry best practices, and proactively identify opportunities for process improvement.

Experience (Role Requirements):

  • Bachelors/Masters in Computer Science or related fields
  • 4-8 years of experience in Software Testing
  • Solid understanding of software testing principles, methodologies, and techniques. ï Proficiency in programming languages such as Python, Java, or C++.
  • Strong analytical and problem-solving skills, with the ability to troubleshoot complex issues in AI/ML systems.
  • Experience with writing automation tests with libraries like RestAssured or other libraries.
  • Experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Prior experience in quality engineering or software development in an AI/ML environment is preferred. Good communication skills, team player and self-driven


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