What are the responsibilities and job description for the Sr. Quality Engineer – AI & Machine Learning Models position at TekWissen?
Position : Sr. Quality Engineer – AI & Machine Learning Models (Computer Vision Focused)
Location : Irvine, CA
Duration : 6 Months
Job Type : Contract
Work Type : Hybrid (could be considered)
Pay rate : $ 55-55.00 / Hourly
Overview :
TekWissen is a global workforce management provider headquartered in Ann Arbor, Michigan that offers strategic talent solutions to our clients world-wide. This Client is mission is to discover and deliver innovation medicines and solutions that address complex health issues and enhance people’s lives.
Job Description :
We are seeking a highly skilled and experienced Senior QA Engineer with a specialized focus on testing machine learning (ML) models. The ideal candidate will play a critical role in ensuring the quality, reliability, and performance of our ML-driven applications. You will collaborate with data scientists, developers, and product managers to design and implement test strategies for ML models, ensuring they meet functional and performance requirements.
Key Responsibilities :
- Proven ability to collaborate effectively with multi-disciplinary teams in a fast-paced, dynamic environment.
- Identify, document, and track defects and inconsistencies in ML models and provide detailed, actionable feedback to data science and engineering teams for resolution.
- Design and implement comprehensive testing strategies for ML models, ensuring reproducibility and accuracy.
- Develop automated testing frameworks to validate ML pipelines, including data preprocessing, model training, inference, and deployment.
- Conduct functional, stress, adversarial, and robustness testing of computer vision models.
- Evaluate model fairness, bias, and explainability, ensuring compliance with ethical AI guidelines.
- Develop benchmark datasets and synthetic test cases for edge cases, adversarial examples, and domain shifts.
- Monitor and validate model performance across different environments, hardware accelerators (GPU, TPU), and cloud platforms.
- Work with data engineers to ensure the integrity and quality of training data.
- Implement CI / CD testing pipelines for machine learning models to enable continuous integration and monitoring.
- Investigate and troubleshoot performance issues related to inference speed, memory consumption, and accuracy degradation.
- Document test methodologies, findings, and improvement recommendations for ML workflows.
Qualifications & Skills :
TekWissen® Group is an equal opportunity employer supporting workforce diversity.
Salary : $55