Senior Deep Learning Research Engineer

August 27

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Lightci (Light Consulting)

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Building products that drive your business forward.

Product Development • Software Architecture • Software Development • Recruiting • Engineering Management

51 - 200

Description

• Develop and implement state-of-the-art computer vision models and algorithms. • Lead and contribute to the development of novel deep learning models and techniques, with a focus on LLMs and Computer Vision. • Utilize deep learning frameworks such as TensorFlow or PyTorch for model development and training. • Leverage cloud platforms like AWS or Azure for model deployment and scalability. • Deliver high-performance deep learning models for shape completion, vision-language tasks, and pose alignment, with thorough documentation and implementation plans. • Develop and validate new deep learning algorithms and architectures tailored to the specific needs of foot and MSK health, demonstrating measurable improvements in performance. • Contribute to the development of tools and processes for efficient model training and evaluation.

Requirements

• Ph.D. or Master’s degree in Computer Science, Machine Learning, or a related field with a focus on deep learning or AI. • Deep expertise in Computer Vision and Deep Learning. • Experience with cloud platforms such as AWS or Azure. • Proficiency in deep learning frameworks (e.g., TensorFlow, PyTorch), programming languages, and tools for data manipulation and visualization. • Familiarity with Large Language Models (LLMs), with a focus on processing text or speech as input, though specific experience in training LLMs is not required. • Extensive experience with advanced computer vision techniques, including 3D reconstruction, shape completion, and object detection and segmentation. Proficiency in applying vision-language models, Gaussian splatting, network optimization, and SIM2Real techniques to real-world problems.

Benefits

• Generous equity package • Benefits package • Unlimited PTO • Growth opportunities