Demo

Sr. Quality Engineer – AI & Machine Learning Models

TekWissen
Irvine, CA Full Time
POSTED ON 3/3/2025
AVAILABLE BEFORE 6/2/2025

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 :

  • Bachelor’s or Master’s degree in Computer Science, Data Science, AI, or a related field.
  • 5 years of experience in QA, with at least 3 years in ML / AI model testing.
  • Strong understanding of computer vision models (CNNs, transformers, object detection, segmentation).
  • Proficiency in Python and experience with ML frameworks like TensorFlow, PyTorch, OpenCV.
  • Experience with ML model evaluation metrics, AUC, F1-score, precision-recall, confusion matrices.
  • Familiarity with adversarial testing, explainable AI (XAI), and bias detection in models.
  • Hands-on experience with model deployment testing in cloud and edge computing environments.
  • Experience with Docker, Kubernetes, and ML model versioning tools (MLflow, DVC, or similar).
  • Knowledge of MLOps best practices and CI / CD for machine learning.
  • Experience in automating model performance monitoring in production is a plus.
  • Strong analytical and debugging skills with a research-oriented mindset.
  • TekWissen® Group is an equal opportunity employer supporting workforce diversity.

    Salary : $55

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