Data Scientist

DATA SCIENCE INTERN **Company:** Nexal IIT **Duration:** 3 Months **Stipend:** Up to ₹10,000 (Performance-Based) **Type:** Paid, Remote Internship About the Company Nexal IIT is offering a structured remote internship for freshers who want to begin a career in data science. The internship provides practical exposure to data collection, data preprocessing, exploratory data analysis, statistical analysis, machine learning, and data visualization through hands-on projects. Responsibilities - Collect, clean, preprocess, and organize datasets from relevant sources. - Perform exploratory data analysis to identify trends, patterns, relationships, and insights. - Use Python and libraries such as Pandas, NumPy, Matplotlib, and Seaborn for data analysis and visualization. - Assist in developing, training, testing, and evaluating machine learning models. - Apply basic statistical techniques to analyze datasets and support data-driven decision-making. - Create charts, dashboards, visualizations, and reports to communicate data insights effectively. - Use SQL to extract, filter, join, and analyze data from databases. - Assist with feature engineering and data preparation for machine learning projects. - Evaluate model performance using appropriate metrics and document results. - Identify data quality issues and assist in improving the accuracy and reliability of datasets. - Document analysis processes, methodologies, experiments, and project findings clearly. - Research relevant data science tools, techniques, and industry applications. - Collaborate with remote team members and complete assigned projects and deliverables on time. Requirements - Suitable for freshers with an interest in Data Science, Machine Learning, Data Analytics, Statistics, Computer Science, or a related area. - Basic knowledge of Python programming. - Familiarity with Pandas, NumPy, Matplotlib, and Seaborn is beneficial. - Basic understanding of statistics, probability, and data analysis concepts. - Basic knowledge of SQL and database concepts. - Understanding of machine learning fundamentals is beneficial. - Familiarity with Scikit-learn and basic machine learning algorithms is beneficial. - Basic understanding of data visualization and exploratory data analysis. - Familiarity with Git and version control is beneficial. - Strong analytical thinking, logical reasoning, problem-solving ability, attention to detail, and willingness to learn. - Good written and verbal communication skills. - Ability to work independently in a remote environment while managing deadlines responsibly. This is a **paid, remote internship with a duration of 3 months and a performance-based stipend of up to ₹10,000** .