Computer Vision Engineer - MLOps

February 11

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Efovinity Inc

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Efovinity Inc. is a technology company focused on developing innovative solutions for the transportation industry. The company specializes in creating software and hardware products that enhance efficiency and safety for logistics and supply chain operations. With a commitment to using cutting-edge technology, Efovinity Inc. aims to revolutionize the way businesses manage their transportation needs.

Robotic Process Automation • Analytic process automation • Cloud management • Cloud Operations,Monitoring,optimization • Data management

2 - 10 employees

Founded 2020

🚗 Transport

📋 Description

• Develop 2D/3D imaging based solutions to recognize objects, anomalies or certain events. • Contribute to the design and development of in-house MLOps. • Implement end-to-end CV / ML applications and deploy them to production which will be running 24/7. • Apply SOTA methods to create the next generation of robotics with an international multidisciplinary team.

🎯 Requirements

• A very skilled and experienced computer vision or machine learning engineer who has a professional background in 2D/3D Computer Vision and 2D/3D Deep Learning. • A professional software engineer who has implemented solutions for production grade systems for 3+ years. • You have extensive experience with Python and are familiar with other programming languages, such as C++. • You have experience with deep learning frameworks such as PyTorch and Tensorflow, computer vision frameworks such as OpenCV, Numpy, Pandas and others. • You have in-depth knowledge of model optimization, model conversion, model deployment and are familiar with edge device compute. • You have experience with MLOps, experiment tracking, data versioning and model serving on platforms such as MLFlow, W&B, CometML, ClearML, etc. • You have experience with imaging hardware, such as industrial cameras, 3D cameras and stereo systems. • You have a product oriented mentality. • You have the ability to break down complex problems into small sub problems and build efficient hierarchical solutions. • You have the capacity to work with multidisciplinary and international teams and are an excellent communicator who can articulate complex architecture and solution design concepts in a clear, compelling manner. • You are passionate about robotics, automation, and the transformative potential of intelligent systems. • Good to Have: • You have experience with synthetic data generation, domain transfer and an ability to design smart and optimized data collection strategies. • Experience with ROS, Docker, Kubernetes, AWS / GCE. • Experience with NVIDIA edge devices, deployment and robotics stack. • Experience with Multi Domain models and contrastive learning.