Python Developer

1 month ago

Hyderabad, India Prodapt Full time
  • In-depth understanding of the Python software development stacks, ecosystems, frameworks and tools such as Numpy, Scipy, Pandas, Dask, spaCy, NLTK, sci-kit-learn and PyTorch.
  • Experience with popular Python frameworks such as Django, Flask or Pyramid.
  • Knowledge of data science and machine learning concepts and tools.
  • A working understanding of cloud platforms such as AWS, Google Cloud or Azure.
  • Contributions to open-source Python projects or active involvement in the Python community.
  • Experience with front-end development using HTML, CSS, and JavaScript.
  • Familiarity with database technologies such as SQL and NoSQL.
  • Excellent problem-solving ability with solid communication and collaboration skills.
  • Analyzing the ML algorithms that could be used to solve a given problem
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Finding available datasets online that could be used for training
  • Defining validation strategies
  • Defining the preprocessing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production
  • Proficiency with a deep learning framework
  • Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
  • Expertise in visualizing and manipulating big datasets
  • Proficiency with OpenCV
  • Familiarity with Linux
  • Ability to select hardware to run an ML model with the required latency

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