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AC
Intern
Astreya Consultancy India Private Ltd · Remote, India
About The Role
Role Overview
We are seeking a motivated and curious Data Science Intern to join our team. This internship offers hands-on experience in data analysis, machine learning, and business problem-solving. You’ll work closely with experienced data engineers and cross-functional teams to support real-world projects.
Key Responsibilities
Data Preparation & Exploration
- Assist in collecting and cleaning datasets from various sources.
- Perform basic exploratory data analysis to uncover trends and insights.
AI & Model Development
- Support the development and testing of machine learning models for tasks like classification and forecasting.
- Learn and apply techniques for model evaluation and optimization.
Problem-Solving
- Contribute to projects aimed at solving business challenges such as customer segmentation or campaign analysis.
- Apply analytical thinking to interpret data and suggest improvements.
Collaboration & Communication
- Work with business, product, and engineering teams to understand project goals.
- Present findings in a clear and concise manner to both technical and non-technical audiences.
Visualization & Reporting
- Create simple dashboards and visualizations to communicate insights.
- Help prepare reports and presentations for stakeholders.
A/B Testing
- Learn how to design and analyze experiments to test business hypotheses.
Technical Skills (Intern Level)
- Basic Programming: Familiarity with Python or R for simple data tasks.
- Introductory SQL: Ability to write basic queries to access and filter data.
- Statistical Foundations: Understanding of basic statistical concepts like averages, distributions, and correlations.
- Data Science: Proficiency in Data Mining, including statistical analysis, machine learning techniques and data visualization tools.
- Learning Tools: Willingness to explore tools like Tableau or Power BI under guidance.
Analytical Skills
- Logical Thinking: Ability to approach problems methodically and think through solutions.
- Pattern Recognition: Capable of identifying trends and anomalies in data.
- Curiosity & Initiative: Eager to ask questions and explore data to uncover insights.
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