Job Abstract

Do you have a passion for computer vision and deep learning? The Video Engineering Data Analytics and Quality (DAQ) group is looking for an experienced Data Scientist with a strong background in computer vision and machine learning to join our dynamic team. The ideal candidate will be responsible for evaluating machine learning models, developing performance metrics, and conducting thorough failure analysis. This role requires a deep understanding of machine learning algorithms, data processing, and model optimization techniques.

Evaluate Machine Learning Models: Analyze and validate machine learning and computer vision models to ensure they meet performance standards.Develop Metrics: Design and implement metrics to measure the effectiveness and accuracy of models.Failure Analysis: Perform detailed failure analysis to understand model weaknesses and identify areas for improvement.Data Processing: Preprocess and clean large datasets to prepare them for modeling.Model Optimization: Optimize models for performance and scalability, applying state-of-the-art techniques.Collaborate: Work closely with cross-functional teams, including software engineers, product managers, and other data scientists, to integrate models into production.Documentation: Document processes, model performance, and analysis results.