* Bachelor’s degree in Computer Science, Engineering, or equivalent experience* 7+ years of professional experience in software engineering or QA for ML/AI systems* Strong programming skills in Python, with experience in test automation* Familiarity with popular CAD environments tooling* Proficient in Automation and UAT test suite/framework* Experience designing QA frameworks or platforms used by multiple teams* Excellent problem-solving skills and attention to detail* Strong communication and collaboration skills* Understanding of software architecture and design patterns* Ability to work in an agile development environment* Experience with data validation tooling (e.g., Great Expectations) or labeling workflows* Familiarity with ML frameworks (e.g., PyTorch, TensorFlow)* Experience with CI/CD tools and processes* Experience with data pipelines and orchestration tools (e.g., Airflow, Metaflow)* Familiarity with MLOps practices (model monitoring, drift, deployment checks)* Experience w...