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