Talent Stock Solutions | Jobs | Machine Learning Engineer | BigDataKB.com | 18-02-22

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Job Location: Bangalore/Bengaluru

Roles and Responsibilities

  • Work on the deployment of machine learning and deep learning models.
  • Help in accelerating model inference using various compression tools like onnx, Torch script, TensorRT, OpenVINO ….etc. Develop and maintain a data streaming pipeline (both batch and real-time) for data integration and large-scale machine learning.
  • Deliver best practices recommendations and technical presentations around machine learning deployment including real-time modeling.
  • Maintain and further enhance the internal model feature store and optimize the feature engineering script.
  • Full life cycle implementation from requirements analysis, platform selection, technical architecture design, application design and development, testing, and deployment.
  • Responsible for the end-to-end deployment of predictive models including scoping, testing, implementation, maintenance, tracking, and optimization of predictive models.
  • Responsible for complete and accurate documentation of all development around machine learning engineering.

Desired Candidate Profile

  • 2+ years of experience implementing and deploying machine learning and deep learning frameworks through distributions cluster and application programming in cloud platforms including AWS and GCP.
  • Basic Knowledge of tools/libraries such as TensorFlow, PyTorch, Keras, NumPy, pandas etc.
  • Strong understanding of data structures and algorithms and experience in Python. Some experience with computer vision(classification, segmentation, object detection) pipelines
  • Deep experience across systems integration, information management, data management and architecture, and business analytics.
  • Language: Python, Java, Scala, Unix bash script, REST API process.

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