Machine Learning Engineer

Company: Rekor Systems Inc
Location: Washington
Posted on: August 7, 2022

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