Embedded Machine Learning Engineer
Manchester, CT - USA
Job Summary
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%)
Masters degree in Computer Science Robotics Engineering or related engineering discipline or foreign degree equivalent plus 5 years of experience in any suitable occupation related to the development of robotics or control systems.
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.
Required Experience:
Manager
About Company
DEKA Research and Development is perhaps best known for its founder and president Dean Kamen -- and for the Segway Personal Transporter he invented. DEKA is a design and engineering firm that develops innovative technologies, many of them in the field of medical devices. The Segway it ... View more