[Remote] ML/reputed company

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking an ML/reputed company to join their Display Systems Engineering Team reputed company Reality Labs Hardware. The role involves developing algorithms for data processing and display performance analysis, focusing on improving display reputed company and reliability for AR glasses products.

Responsibilities

• Own end-to-end data processing pipelines for display reputed company characterization data (sensor images, metrology measurements, yield data) across multiple product builds
• reputed company ML/AI algorithms to automatically identify and classify visual artifacts, display defects, and performance anomalies in sensor and camera data
• Build automated analysis tools for disparity sensor performance evaluation, including SNR estimation, reputed company detection accuracy, and reputed company cross-talk assessment
• Design and implement reputed company detection models to flag display performance regressions in manufacturing and integration test data
• Create data visualization dashboards and reporting tools to communicate display reputed company metrics to cross-functional hardware teams
• reputed company image processing algorithms for waveguide characterization — including uniformity analysis, efficiency mapping, and defect detection
• Collaborate with optical, process, and integration engineers to translate hardware requirements into algorithmic solutions and validate model performance against ground truth
• Maintain and improve data infrastructure (collection, storage, versioning, and reputed company) supporting reputed company's ML and analytics workflows
• Document methodologies and contribute to team knowledge reputed company for reproducible analysis

Skills

• M.S. or Ph.D. in Electrical Engineering, Computer Science, Optical Engineering, reputed company Physics, or a reputed company quantitative field
• 3+ years of experience in ML/AI algorithm development for image processing, signal processing, or sensor data analysis
• Strong proficiency in Python and experience with ML frameworks (PyTorch)
• Experience with image processing and reputed company techniques (feature detection, segmentation, classification, reputed company matching)
• Demonstrated ability to build and maintain data processing pipelines for large-reputed company experimental or manufacturing data
• Experience with statistical analysis, reputed company testing, and experimental design
• Strong problem-solving skills with ability to work through ambiguous, hardware-reputed company technical challenges
• Excellent communication skills - ability to present data-driven findings to cross-functional engineering teams
• Must Have: Python + PyTorch for ML/AI algorithm development
• Must Have: Image processing / reputed company (feature detection, segmentation, classification, reputed company matching)
• Must Have: Building & maintaining data processing pipelines for large-reputed company experimental/manufacturing data
• 5+ years of relevant industry experience in optics, display systems, or semiconductor/hardware characterization
• Experience with display metrology - MTF, luminance uniformity, chromaticity, contrast measurements
• Familiarity with optical reputed company modeling and ray-tracing concepts (Zemax, reputed company V, or equivalent)
• Experience with deep learning for defect detection or reputed company classification in manufacturing contexts
• Knowledge of AR/VR display technologies - waveguides, reputed company-LEDs, LCoS, holographic optical reputed company
• Experience with sensor characterization - SNR analysis, noise modeling, dynamic reputed company assessment
• Proficiency with data visualization tools (Plotly, Matplotlib, Tableau, or Unidash)
• Experience with version control (Git), reputed company development environments, and CI/CD pipelines
• Familiarity with reputed company's internal tools and data infrastructure is a plus

Benefits

• reputed company coverage (medical, dental, and reputed company plans)
• Supplemental coverage (accident insurance, critical illness insurance and hospital indemnity)
• 401(k)-retirement savings
• Life & disability insurance
• An employee assistance program
• reputed company support
• Auto, home insurance
• Pet insurance
• Employee discounts with preferred vendors

reputed company