Our client is seeking an AI Data Scientist for a direct hire opportunity in North Phoenix, AZ or Hillsboro, OR. This role sites onsite 4 days a week and 1 day will be remote.
The AI Data Scientist will focus on developing state-of-the-art Automated Defect Classification (ADC) and Die-to-Database (DB) comparison algorithms, transforming advanced mathematical modeling into real-world industrial intelligence.
ESSENTIAL DUTIES AND RESPONSIBILITIES
Algorithm & Model Development
Design, train, and optimize deep learning and computer vision models for automated defect detection and classification.
Develop object detection and image classification algorithms to identify micro-scale defects such as particles, scratches, and pattern anomalies.
Die-to-Database (DB) Comparison
Develop high-precision image registration, geometric alignment, and image matching algorithms to compare captured optical images against CAD database layouts.
Improve alignment accuracy and robustness under varying imaging conditions.
Advanced Data Analytics
Apply statistical modeling, signal processing, denoising, and feature extraction techniques to improve image quality and inspection accuracy.
Analyze large, noisy datasets to optimize signal-to-noise ratio and model performance.
Model Development & Continuous Improvement
Evaluate model performance using real-world inspection data and analyze edge cases.
Improve model accuracy through iterative training, active learning, and few-shot learning techniques.
Collaborate with software engineers, field application teams, and domain experts to deploy and validate production-ready AI models.
Miscellaneous Responsibilities
Document algorithms, experiments, and model performance results.
Participate in code reviews, technical discussions, and knowledge sharing.
Assist with data preparation, annotation, validation, and quality assurance.
Stay current with advances in computer vision, machine learning, and AI technologies.
Collaborate with cross-functional teams to support product development and model deployment.
Perform other duties as assigned.
Numbers & Facts
Location
Phoenix, AZ
Skills
Algorithmsunmatched
Analysis Skillsunmatched
Artificial Intelligence (AI)unmatched
Code Reviewsunmatched
Computer Visionunmatched
Continuous Improvementunmatched
Cross-Functionalunmatched
Data Analysisunmatched
Data Scienceunmatched
Data Setsunmatched
Deep Learningunmatched
Machine Learningunmatched
Mathematical Modelingunmatched
Performance Modelingunmatched
Product Developmentunmatched
Product Supportunmatched
Quality Assuranceunmatched
Quality Managementunmatched
Signal Processingunmatched
Signal-to-noise Ratio (SNR)unmatched
Software Engineeringunmatched
Statistical Modelingunmatched
Training Data Setsunmatched
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