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Deep Learning/Computer Vision Engineer

Mastech Digital

This is a Full-time position in Irving, TX posted March 18, 2021.

Mastech Digital provides digital and mainstream technology staff as well as Digital Transformation Services for all American Corporations. We are currently seeking a Deep LearningComputer Vision Engineer for our client in the Telecom domain. We value our professionals, providing comprehensive benefits and the opportunity for growth. This is a Contract position and the client is looking for someone to start immediately. Duration 12 Months Contract Location Irving, TX (Remote is acceptable, but Irving, TX is preferred.) Note After the Interview, there is 7-8 hours Technical Assignment that will be given to the candidate. Role Deep LearningComputer Vision Engineer Primary Skills Java Role Description The Deep LearningComputer Vision Engineer must have at least 5+ years of experience. This is a senior technical position primarily specializing in Deep Learning. You will join a small, agile group of computer vision engineers and provide expertise related to real-time object detection and segmentation to support a variety of cutting-edge Augmented Reality applications. You will be doing research, prototype and survey different DL networksalgorithms that are the current state-of-art and model optimization techniques (e.g., compression, quantization). You will also be required to develop and contribute to the implementation of various computer vision related applications as needed. Qualifications – Deep Learning Developer – Done multiple years of Deep Learning for Computer Vision. Not looking for data scientist. – AI domain needed is computer vision. Not looking for someone out of college with one year experience. Work experience is required. Specifics – Strong expertise with DL frameworks like TensorFlow, Pytorch, Mxnet, Onnx. – Want experience Processing both human and inanimate objects Real-time Object Detection techniques for 2D3D objects, o SemanticInstancePantonic segmentation, o Hand gesture recognition. – Generating the public domain training pipeline – Training dataset design, augmentation, and validation Must Have Skills – 3+ year experience in Computer Vision and Deep Learning – 5 years of Open CV – C++ and Python – Will still consider Bachelors but higher is better. Day to Day – Finding data sets, replying to different production platforms and supporting the product and documenting we use Python for scripting. Good to Have Experience – Worked with Big teams, work with other teams to integrate his work, team player – Masters or PHD would be a bonus in computer vision or if you have taken special courses. Must Have Skills – 5+ year experience with development and implementation of computer vision or deep learning algorithms. – Significant, demonstrable experience with state-of-the-art deep learning networks in – (1) Real-time Object Detection techniques for 2D3D objects, – (2) SemanticInstancePantonic segmentation, – (3) Hand gesture recognition, – (4) Human pose estimation, – (5) Training dataset design, augmentation, and validation, – (6) ClassificationSegmentation performance metrics. – Experience in working with large data sets and developing ML infrastructure pipelines. – Strong experience in Neural network optimization (pruning, quantization and compression). – Strong experience with python, C++, and OpenCV required. – Strong expertise with DL frameworks like TensorFlow, Pytorch, Mxnet, Onnx etc. – Strong expertise with software development lifecycle – coding, debugging, optimization, testing, integration – Experience with DL inference accelerator toolkits like TVM, Openvino, TensorRt, PlaidML (optional) EducationCertifications – M.S. in Computer Science, Physics, Electrical Engineering, or Math. Ph.D. preferred. Education Bachelor s degree in Computer Science, ElectricalElectronic Engineering, Information Technology or another related field or Equivalent. Experience Minimum 5+ years Relocation This position will not cover relocation expenses. The selected candidate is expected to be local to Irving TX otherwise, you will need to be responsible for any costs associated with relocating when needed. Travel No Local Preferred Yes Note Must be able to work on a W2 basis Corp to Corp Recruiter Name Tarun Garg Recruiter Phone(Ext 2188) Equal Employment Opportunity LI-TG1 Mastech1 Minimum Education Required Masters Years of Experience Required More than 5 years Expected Travel Time None