Embedded Machine Learning Engineer

• DEKA Research and Development is seeking Embedded Machine Learning Engineers (Multiple Openings) to join our engineering team.
• Job Responsibilities: • Research and create linear/nonlinear and optimal control algorithms, computer vision algorithms, and sensor fusion algorithms (10%)
• Write production level code in Python and C++ (20%)
• Implement detection algorithms on a robot using Robot operating system (10%)
• Develop low memory and power efficient libraries for inter-process communication (5%)
• Develop pipelines for machine learning training and deployment (15%)
• Develop machine learning algorithms for regression, detection and volumetric estimation (20%)
• Develop an optimized machine learning code for deployment on embedded devices and hardware accelerated devices (20%)
• The experience (which may be gained concurrently) must also include the following: • • 5 years of experience with use of controls and computer vision algorithms in robotics and Robot Operating System;
• 5 years of experience with software skills in Python and C++;
• 5 years of experience developing and designing prototype devices for detection using sensor fusion techniques;
• 4 years of experience developing pipelines for machine learning training;
• 4 years of experience developing machine learning algorithms for regression, detection, segmentation and volumetric estimation;
• 3 years of experience architecting systems using software development skills;
• 3 years of experience developing optimized machine learning code for deployment on embedded and hardware accelerated devices;
• 2 years of experience developing low memory and power efficient C++ libraries for inter-process communication; and
• 1 year of experience with software development for medical devices.

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