Python developer

2 weeks ago

Hyderabad, India Prodapt Full time

Responsibilities: In-depth understanding of the Python software development stacks, ecosystems, frameworks and tools such as Numpy, Scipy, Pandas, Dask, spa Cy, NLTK, sci-kit-learn and Py Torch. 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 Java Script. Familiarity with database technologies such as SQL and No SQL. 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 Open CV Familiarity with Linux Ability to select hardware to run an ML model with the required latency

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