DataBeat.io jobs - Video Analytics-Specialist

DataBeat Analytics is looking for someone with strong skills in computer vision, video analytics, or professional applied machine learning expertise. Most importantly, the ability to work with video (not just images) and to build vision systems and pipelines from the ground up

The skillset required – Python, C++, OpenCV, C, MySQL, Neural Networks, Computer Vision, Deep Learning

Years of experience 2 - 5 years of relevant practical experience 

Basic Qualification: Bachelors or Masters in Computers

Responsibilities:

• Developing and evaluating state-of-the-art computer vision algorithms for understanding human body languages as well as objects and other scenery cues from camera input
• Guiding team on Product MVP and decompose market/ customer needs into specific product features
• Implementing and optimizing hardware accelerated machine learning algorithms

Must Have Skillset:

• Broad Computer Vision knowledge such as reconstruction, feature detection, motion detection, object detection, object recognition segmentation, tracking and classification
• Hands-on experience and having an understanding of essential vision algorithms and neural networks is a must
• Should be proficient in Python and C++ and able to utilize off the shelf libraries and code as well as to alter and optimize them
• Extensive experience in OpenCV with in depth knowledge of the library 
• Hands on experience in YOLO Google net, Caffee and other object detection algorithms using Tensorflow/ Keras libraries  
• Good to have knowledge in image/video processing algorithms: CNN, VGG, Resnet and InceptionNet backend networks and transfer learning
• Experience in performance optimization and multi-threaded code GPGPU computing (Cuda or OpenCL)
• Must have skills to develop algorithms optimized both for RAM and speed

Good to Have Skillset:

• Implementing and optimizing hardware accelerated machine learning algorithms in ARM processor as well as special purpose computing architectures, such as DSP, GPU, VLIW, and SIMD programming
• Implementing and extending portions of the DeepStream SDK from NVIDIA and APIs that interface with hardware-accelerated libraries for artificial intelligence, graphics and display technologies
• Working experience on two or more of databases such as MySQL, Mongo DB, LMDB, Memcached, LevelDB