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Software Engineer Machine Learning 
(Job)

resume-library  |  United States  |  

Ref:
PARTNER-S4840
Direct:
Employer:
Location:
United Statesnull, null, null
Category:
Engineering/Engineering
Work Type:
Permanent
Work Time:
Full Time
Tags:
job,united-states,resume-library

Description 

Software Engineer Machine Learning

Join us in making roads safer by making drivers better!



CMT is seeking outstanding Machine Learning Software Engineers to join us in building technology to reliably collect and manage data from sensors on smartphones and connected devices in vehicles. As a member of our engineering group, you will help accomplish our mission by designing and building solutions that solve our customers problems. Our company is made up of collaborative, customer-committed, and creative experts that enjoy working in a fast-paced and fun environment. We are looking for high performers to help build global-scale solutions to improve safety in an evolving mobile world.



Our Machine Learning Software Engineers use various techniques and disciplines in machine learning, signal processing, statistics and robotics, ranging from probabilistic inference on mobile sensor data, data fusion between noisy sensors, time-series and/or geospatial analysis, image and video analysis using deep neural networks, risk modeling and classification of driving behavior, data visualization, and more. You will not only design and prototype data algorithms, but also implement your algorithms for production for millions of drivers.



Requirements



* BA/BS in Computer Science, Engineering or related technical discipline

* 3+ years of experience developing software using machine learning algorithms

* Strong programming skills for constructing and understanding data pipelines, particularly in Python (scipy/numpy) and SQL



Preferred skills:



* MS / PhD plus several years of relevant experience

* Expertise in one or more of: machine learning, data mining, signal processing, or advanced statistics

* Experience with modern/emerging scalable computing platforms and languages (e.g. Apache Spark)

* Experience in designing data pipelines and products for real world applications

* Strong understanding of software design and disciplines



* Knowledge of image segmentation, classification, temporal tracking, attention, alignment techniques.

* Experience with deep learning frameworks (TensorFlow, PyTorch, etc) and architectures (CNN, RNN, etc.)

* Familiarity with with popular object detection and classification models (e.g. MaskRCNN, YOLO )

* Familiarity with object tracking methods (e.g. Optical Flow )



Benefits



Cambridge Mobile Telematics' (CMT) mission is to make the worlds roads and drivers safer. Since its first product launch in 2012 that pioneered mobile usage-based insurance, CMT has become the worlds leading telematics and analytics provider for insurers, rideshares, and fleets. CMTs DriveWell platform uses mobile sensing and behavioral science to measure driving risk and incentivize safer driving, while its Claims Studio reduces the claims cycle time with real-time crash detection, crash reconstruction, and damage assessment using telematics and artificial intelligence. CMT has over 50 active programs with insurers and other partners, improving safety for millions of drivers every day around the world. Started based on research at MIT and backed by the SoftBank Vision Fund to fuel its rapid growth, CMT is headquartered in Cambridge MA. To learn more, visit [ and follow CMT on Twitter @cmtelematics.



Our Benefits Include:



* Health Care Plan (Medical, Dental & Vision)

* Retirement Plan (401k match)

* Life Insurance (Basic & AD&D)

* Unlimited Paid Time Off (Vacation, Sick & Public Holidays)

* Parental Leave

* Short Term & Long Term Disability

* Work From Home

* Flexible Scheduling Options

* Stock Option Plan