Data Scientist

Data Scientist


Job Description

  • 4-8 years of Hands on real-time experience in Deep Learning models for computer vision problems
  • Expert level knowledge with Deep Learning frameworks TensorFlow, Keras, Fastai and PyTorch and
  • Computer Vision libraries like OpenCV, OpenVino, SciPy, NumPy, TensorRT, CUDA
  • Strong programming knowledge of Python or C++
  • Good Understanding of Deep neural networks for 3D imagery implementation
  • Data preparation, model generation and deep training, and then post image/video feed processing of the results
  • Implementation of Machine Intelligence Lidar/RGB based big volumes and Knowledge of Advanced Image Processing concepts are needed in addition to ML
  • Knowledge of git and version control and CI/CD
  • Command over geometry, statistics and designing complex algorithms
  • Drive to read research papers and implement new technologies
  • Familiarity with NVIDIA’s Jetson Board & Deep Stream Framework on Linux/Ubuntu machines
  • Working autonomously is essential and Error handling
  • A successful history of manipulating, processing and extracting value from large disconnected datasets
  • Data Ingestion, processing of structured and unstructured data in big data ecosystem – Hadoop, Spark and Spark Streaming
  • Process data in NoSQL (Hive) and SQL (postgres) databases
  • Data modelling and mining/ETL tasks
  • Use programming languages – Python (numpy, scikitlearn) and Java
  • Support UI/UX team working on web applications using css, jquery, javascript, J2EE, NodeJS, ReactJS
  • Cloud experience with AWS, GCP or Azure

Skills & Experience

Deep Learning, Keras, OpenCV, Python Numpy, PyTorch, Tensorflow

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