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- Data Analysis: Analyse complex data sets to identify trends, patterns, and opportunities for improvement.
- Predictive Modelling: Develop and implement advanced machine learning algorithms and statistical models to solve business problems and improve decision-making processes.
- Data Pre-processing: Prepare and clean data for analysis, ensuring data quality and reliability.
- Feature Engineering: Create and engineer relevant features to enhance model performance.
- Model Evaluation: Evaluate and fine-tune models for accuracy, precision, and recall, considering business objectives. Collaboration: Collaborate with cross-functional teams, including data engineers, business analysts, and domain experts, to define project objectives and requirements.
- Continuous Learning: Stay up to date with the latest developments in data science, machine learning, and data analytics and apply them to solve real-world problems.
- Documentation: Document all aspects of the data science process, including data sources, methodologies, and results.
- Mentorship: Provide guidance and mentorship to junior data scientists in the team.
- Presales: Support presales activities by providing technical expertise, participating in client meetings, and contributing to proposal development. Qualifications:
- Bachelor's or master's degree in computer science, Statistics, Mathematics, or a related field.
- Minimum of three years of professional experience in data science or a related role.
- Proficiency in programming languages such as Python / R.
- Strong knowledge of machine learning algorithms and statistical analysis.
- Experience with data manipulation libraries such as Pandas and NumPy.
- Proficiency in data visualization tools like Matplotlib, Seaborn, or Tableau.
- Excellent problem-solving skills and the ability to work independently.
- Strong communication and presentation skills.
- Experience with SQL and big data technologies (e.g., Hadoop, Spark) is a plus.
Senior Manager Data Scientist_5+yrs - Pune, India - Zorba Consulting India
Description
Role Description-:
We are hiring for one of our top client and Pune location, with 5+yrs experience as a Data Scientist.
you will play a pivotal role in leveraging data to uncover actionable insights and contribute to the development of innovative solutions. You will work closely with cross-functional teams to build predictive models, optimize processes, and transform data into valuable business insights. The ideal candidate should have a minimum of three years of experience in data science and a strong background in statistics, machine learning, and data analysis.
Key Responsibilities: