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Faction Imaging Inc · 1 month ago

Machine Learning Engineer - Robotics

NYC Metro Area

Full-time

Onsite

Senior Level, Lead/Staff

8+ years exp

Faction Imaging Inc is searching for a Machine Learning Engineer to develop navigation and perception algorithms that impact patient care. The role involves designing efficient autonomous algorithms and collaborating with various experts to integrate these into robotic systems.

Health CareMedical

Responsibilities

Design and develop efficient and robust autonomous search and navigation algorithms in collaboration with ML team, medical imaging experts and biomedical engineers

Improve fidelity of simulation environments

Collaborate closely with controls engineers to integrate algorithms into the complete robotic control stack

Deploy software onto physical robotic systems for real-world testing, evaluation, and demonstrations

Transition successful prototype algorithms into production-quality Python and C++ codebases

Qualification

Robotic search algorithmsVisual perception algorithmsPython programmingC++ programmingReinforcement learningConvolutional neural networksMedical imaging experienceCreative thinkingAdaptability

Required

Bachelor's degree in Computer Science, Robotics, or a related field

8+ years industry experience (or 5+ years for candidates with a PhD)

Experience developing algorithms for robotic search and navigation using reinforcement learning, behavior cloning and probabilistic techniques

Experience developing ML algorithms for visual perception, including image analysis, localization and mapping

Experience working with convolutional neural networks, vision transformers and diffusion models

Extensive experience with Python and frameworks such as PyTorch

Extensive experience developing in modern C++ for deployment of code on robotic systems

Preferred

PhD or Master's degree in Machine Learning, Computer Science, Robotics, or a related technical field

Experience in medical imaging, image-guided robotics, or autonomous systems in regulated domains

Company

Faction Imaging Inc

New York-based Faction Imaging has conducted a multi-year research and development program, resulting in the blueprint for a revolutionary AI-native imaging platform, converging human centric design, biomedical engineering, and advanced new silicon design.

Founded in 2017

New York, New York, USA

2-10 employees