Machine Learning Engineer
Company: Rekor Systems Inc
Location: Washington
Posted on: August 7, 2022
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Job Description:
Intelligence Driven Innovation.
Rekor Systems, Inc., (NASDAQ: REKR) is a trusted global authority
leader in the development and implementation of intelligent
infrastructure focused on addressing critical challenges across
traffic management, public safety and commercial markets. We
believe that the intelligent infrastructure industry is today at
the epicenter of converging forces that will drive changes in the
way government agencies and businesses operate. With our 'Rekor
One' real-time intelligence platform as our foundation, we collect
and transform data into information, and information into knowledge
to give governments and businesses a comprehensive picture of
roadways, vehicles, traffic, incidents, and more. Our solutions
deliver unrivaled insights that increase roadway safety,
efficiency, and sustainability while enabling safer, smarter, and
more connected cities and communities.
Our employees represent the best and smartest top talent in our
industry, and we select individuals to be a part of our team who
help to define our culture and success. Rekor's Values and
Leadership Principals are: People First, Customer Success, Earn
Trust, Deliver Impact and Think Big and Bold! Learn more by
visiting www.rekor.ai .
Position Summary
The Machine Learning Engineer is responsible for designing and
applying new machine learning techniques for Rekor's computer
vision applications.
The Contribution:
Design and test new deep learning techniques to improve accuracy of
the core software product
Develop techniques to clean/refine our dataset used for
training
Help guide the workflow for collecting and annotating data by our
team of data entry specialists
Test performance/accuracy of model changes
Customize models via Neural Architecture Search to best fit for the
application
Implement training code in Python and inference code in C++
Improve performance/speed on CPU and Nvidia (CUDA)
Read and understand the latest research in the field
Ideal Profile:
A highly energetic and customer focused individual who is
knowledgeable about and/or interested in the transportation
technology industry and business savvy to deliver state of the art
cutting edge technology solutions for our customers. You're looking
for a progressive, entrepreneurial, fast paced, vibrant, flexible
working environment where you can pursue your career interests and
achieve your full potential. You bring to the organization the
following competencies:
Bachelor's Degree in Computer Science or Engineering.
Strong understanding of CNN, SGD, Deep learning, Object detection
and classification
3+ years of experience working with Python
Knowledge of machine learning frameworks such as PyTorch or
TensorFlow
Up-to-date knowledge of machine learning research
Preferred Knowledge, Skills and Abilities
Experience with Nvidia CUDA coding
Experience with OpenCV
Experience with Linux/Unix
Familiarity with C/C++
Publications in CVPR, ICCV, or BMVC
PI186524993
Keywords: Rekor Systems Inc, Washington DC , Machine Learning Engineer, Engineering , Washington, DC
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