Superior Jobs


Deep Learning Specialist

  • ID: 20049
  • Posted: 3/6/2023
  • Location: Delhi,
  • Category: HR and Admin
  • Job Type: Permanent


  • Design and development of CNN models according to the business objective, along with metrics to track their progress.
  • Supervise and monitor a team of more than 2 members, take ownership of subsystems for the project and involve in technical discussion with customer.
  • Optimize the CNN models in terms of trainable parameters and MAC operations to meet the target platform.
  • Debug the intermediate as well as final layer output of trained model using various explainable AI methods.
  • Extend existing ML libraries and frameworks to support missing layers or other features.
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Defining the pre-processing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Analysing the errors of the model and designing strategies to overcome them
  • DNN Quantization
Job Requirements

· Advanced Python Programming
· Image processing (using OpenCV).
· Deep knowledge of math, probability, statistics and algorithms
· CNN Development Advance
· Keras, TensorFlow
· OOPS concepts

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