SSDE/TL – Data Science

Location: Hyderabad or Bangalore

  • Experience: 3 to 5 Years and 9 to 12 years

Key Responsibilities:

  • Expert in applied statistics, statistical distributions, statistical tests and a complete understanding of their limitations
  • Excellent understanding of machine learning techniques and algorithms, such as Regression, k-NN, Naive Bayes, SVM, Random Forests, XGboost, Clustering, Optimization
  • Strong at forecasting techniques likes ARIMA, SARIMA, Prophet, Croston, UCM etc.
  • Proficient with Python and R
  • Design, Architect end-end ML solution, knowledge on productionizing the models
  • Experience building pipelines and orchestration of workflows in an enterprise environment.
  • Hands on experience in building NLP and deep learning models.
  • Good knowledge on NLP techniques like stemming, lemmatization, word2vec, POS tagging, BERT
  • Strong understanding of the MLOps concepts and tools like mlflow
  • Experience in developing automation process with MLOps in model management framework like registration, deployment, monitoring and retraining
  • Good to have knowledge or exposure to Azure Cognitive services, Azure ML, Azure ML Studio, Auto ML, graphML, network graphs
  • Knowledge in creating data science applications using streamlit, flask etc
  • Good working knowledge on cloud technologies like Azure and AWS

Key Skills:  Python, Artificial Intelligence, Machine Learning, MLops

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