ML Engineer

DESCRIPTION

Rekor Systems, Inc., (Rekor.ai) (NASDAQ: REKR) is a trusted global authority on Roadside Intelligence providing innovative solutions with the mission to drive the world to be safer, smarter, and more efficient. Rekor products combine IoT technology, connected vehicle telemetry data, computer vision data and machine learning to enable the future of Public Safety, Urban Mobility and Traffic Management. With our disruptive technology and integrated solutions, we deliver a transformative, global impact for customers and citizens every day.

Machine Learning Engineer

We are seeking a talented and experienced Machine Learning Engineer who will be responsible for designing and applying new machine learning techniques for Rekor’s computer vision applications.

Role and Responsibilities

Design, integrate, and evaluate new deep learning techniques/Models to improve the 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
Design and implement algorithmic/Agent logic associated with Computer Vision Models.
Test performance/accuracy of model changes
Customize models via Neural Architecture Search to best fit the application
Implement training code in Python and PyTorch Framework

REQUIREMENTS
Experience with Nvidia CUDA coding
Experience with OpenCV and NVIDIA DeepStream framework
Master’s or higher-level degree in Machine Learning preferred
Strong understanding of neural network architectures such as CNN, RNN/LSTM, SGD, SSD
3+ years experience with Python and C++
Knowledge in machine learning frameworks such as PyTorch, Caffe, TensorFlow

Advantage

Publications in CVPR, ICCV, or BMVC

Job Location:

Tel-Aviv, Israel

#LI-Hybrid#LI-Onsite