ML Engineer

Algo & DS
Tel Aviv-Yafo, Tel Aviv District, IL Full-time
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 that 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 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
Experience with OpenCV and NVIDIA deep stream framework
Customize models via Neural Architecture Search to best fit for the application
Implement training code in Python and PyTorch Framework
REQUIREMENTS
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 of machine learning frameworks such as PyTorch, Caffe, TensorFlow

Advantage

Experience with Nvidia CUDA coding
Publications in CVPR, ICCV, or BMVC

Job Location:

Tel-Aviv, Israel

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