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Comviva Linkedin · Posted 22d ago

Junior Data Scientist

India

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Indexed description

Key Accountabilities

  • Develop production grade AI/ML/GenAI solutions
  • Understand and document requirements and solutions
  • Analyse & evaluate data sources, data sets, build training and inferencing pipelines.
  • Document data analysis, solution design and considerations
  • Assess the effectiveness and accuracy of data sources, data gathering techniques, ML or GenAI solutions
  • Coordinate with different functional teams to implement solutions and monitor outcomes.
  • Develop processes and tools to monitor and analyse solution performance and accuracy.
  • Experience of 4-5 Yrs. in data science and GenAI development

Mandatory Skills

  • Strong problem-solving skills with an emphasis on product development.
  • A drive to learn and master new technologies and techniques.
  • Experience using statistical computer languages (R, Python etc.) to manipulate data and draw insights from large data sets.
  • Experience working with different data architectures. Knowledge and experience in statistical and data mining techniques.
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
  • Exposure & Experience in developing solutions in GenAI and Agentic AI with good understanding in technologies like RAG, CAG, SLM Finetuning, Prompt engineering and cloud based GenAI services
  • Bachelors or master’s in computer science or another quantitative field

Desirable Skills

  • Coding knowledge and experience with several languages Python, R
  • Experience with Python and common data science toolkits like Jupyter, Pandas, Numpy, Scikit-learn, TensorFlow, Keras etc.
  • Experience in using different types of Databases - RDBMS, Graph, No-SQL etc
  • Experience using Azure/AWS GenAI services, Langchain, Langgraph, Autogen agentic frameworks
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