Data Scientist - Viman Nagar, Pune, Maharashtra, India - Exotalent

Description

• Collaborate with business stakeholders to define and analyze key performance indicators (KPIs)
• Collect, clean, and preprocess large datasets from various sources to ensure data quality and integrity.
• Perform exploratory data analysis (EDA) to identify trends, patterns, and anomalies in the data.
• Develop, validate, and implement predictive models and machine learning algorithms to solve business problems.
• Design and conduct experiments to test hypotheses and evaluate the effectiveness of different models and strategies.
• Evaluation of algorithms based on the gathered data to determine the best approach.
• Develop visualizations and reports to communicate complex data insights to both technical and nontechnical stakeholders.
• Monitor and maintain the performance of deployed models, and update or retrain them, as necessary.
  Build scalable machine learning pipelines and using feature engineering and optimization methods to improve data set performance.

• Stay current with the latest developments in data science, machine learning, and related technologies, and share knowledge within the team.
• Contribute to the development of best practices, tools, and frameworks for data science and machine learning projects

• Bachelor's or master's degree in computer science, Statistics, Mathematics, Engineering, or a related field.
• Minimum 3 years of experience in data science, machine learning, or related role.
• Strong knowledge of Python, R, or other programming languages used in data analysis.
• Proficiency in using data manipulation and analysis libraries such as Pandas and NumPy
• Experience with machine learning libraries such as Scikitlearn, TensorFlow, or PyTorch.
• Strong understanding of statistical modelling/ ML and DL techniques, such regression, CART, NLP, time series analysis etc.
• Experience with data visualization tools and libraries, such as Matplotlib, ggplot, or Tableau is preferred.
• Strong problemsolving and analytical skills, with the ability to communicate complex ideas effectively.
• Experience with big data technologies, such as Hadoop or Spark, and database systems, such as SQL is desirable.
• Ability to work independently and as part of a team, with strong project management and organizational skills.

• Health insurance
• Provident Fund

• Day shift

• Yearly bonus

• Data science: 4 years (required)