Data Scientist

About the Role

Nexal IIT is offering a structured remote internship for freshers interested in data science. This internship provides practical exposure through hands-on projects in:

• Data collection
• Data preprocessing
• Exploratory data analysis
• Statistical analysis
• Machine learning
• Data visualization

Duration

3 Months

Stipend

Up to ₹10,000 (Performance-Based)

Type

Paid, Remote Internship

Key Responsibilities

• Collect, clean, preprocess, and organize datasets.
• 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.
• Develop, train, test, and evaluate machine learning models.
• Apply basic statistical techniques for data analysis.
• Create charts, dashboards, visualizations, and reports to communicate data insights.
• 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 dataset accuracy and reliability.
• Document analysis processes, methodologies, experiments, and project findings.
• 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 related areas.
• 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.