Senior Machine Learning Engineer (CV/PyTorch, Ukraine) #15020

Purpose Of The Job

Our client is a mission-driven organization. They are comprised of employees who are passionate about keeping people safe. Simply stated, they put people first, whether it’s protecting those visiting the places where people gather or through the support and development of our own employees. Our product is the world’s first and only touchless security screening solution that meets all of the post-pandemic security screening requirements. It is up to ten times faster and far more effective than last generation products because it uses new sensor technology and artificial intelligence. Unlike traditional metal detectors, it’s powered by AI Software Platform enabling the system to spot weapons while ignoring harmless personal items. It keeps high volume entrances flowing by reliably detecting guns and other weapons as visitors walk through at a natural pace while carrying their phones and bags.

Main Tasks And Responsibilities

Develop and train computer vision networks using the PyTorch framework

Source, clean, and quality-assure datasets for model training

Log and track different training runs to analyze performance

Test and evaluate model outcomes to optimize performance

Education, Skills And Experience

MUST HAVE:

Strong Python programming experience

Experience with the PyTorch framework

Experience with Computer Vision models specifically

Proficient in data preprocessing and augmentation techniques

Familiar with Tensorboard or other training loggers

Experience with CVAT, LabelStudio

Knowledge of Docker, Git, Linux

Would Be a Plus

Experience with Pytorch Lightning

Experience with AWS EC2 for model training

Experience with Data Version Control (DVC)