unstructured.io · 4 days ago

Staff Machine Learning Engineer - Computer Vision

United States

Full-time

Remote

Senior Level

$210K/yr - $340K/yr

5+ years exp

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Artificial Intelligence (AI)Machine Learning

Hiring Manager

Lisa Dethmers-Pope

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Responsibilities

• Vision Model Development: Lead the development of vision or vision-language models for document understanding, ensuring a deep focus on accurately interpreting and processing textual and visual information. Take charge of training object detection models, such as YOLO and DETR, to enhance the system's ability to identify and categorize objects within documents accurately.

• Generative Model Development: Design and implement state-of-the-art generative models, including diffusion models, GANs, VAEs, for advanced image generation tasks.

• Performance Evaluation: Perform comprehensive evaluations of model performance, focusing on both the quality and speed of the models. Develop strategies for continuous model improvement.

• Visualization and Analysis: Show and understand the outputs from both vision and generative models in a clear way, providing a deeper understanding of how these models operate and highlighting areas where they can be enhanced to support quick updates and improvements.

Qualification

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Machine Learning EngineeringData ScienceVision ModelsDiffusion ModelsYOLODETRGANsVAEsTransformer ArchitecturesVision-Language ModelsImage Content GenerationProgramming SkillsPythonBashCloud ServicesLinuxVisualizationProblem-SolvingMultitaskingComputer Science