Los Angeles, CA30+ days ago
What sets you apart: • Master's Degree in Computer Science with focus in Artificial Intelligence or Machine Learning • Demonstrated experience with detection/segmentation models and achieving high performance results - including exploratory analysis, model selection, and hyperparameter tuning • Previously worked in aerospace, defense, or manufacturing, and have experience working 3D/CAD/CAM data for manufacturing applications • Strong software engineering skills and prior web development experience using Javascript/TypeScript or Python, and familiarity with FastAPI or Express frameworks • Prior experience with distributed training using cloud infrastructure • Prior experience with visual document understanding and layout analysis • Published research or achieved SOA results on an ML application • Prior experience with multi-modal deep learning models. What You'll Do: • Research, develop and deploy cutting-edge deep learning models, including OCR, vision-language, and detection models for document understanding and layout analysis • Contribute to the ongoing development and refinement of current models in close collaboration within the engineering team and end users • Work in every facet of the Machine Learning lifecycle - including the creation and optimization of production data pipelines, and software systems for training, inference, labeling, and evaluation • Judiciously combine open-source solutions and novel research to create world-class vision systems for manufacturing applications.