The Career Aspirations of Gen Z project explores the career preferences, motivations, and aspirations of Generation Z. Through this data analytics project, we aim to uncover trends and patterns that shape the career choices of young professionals today. This analysis provides valuable insights for employers, educators, and policymakers who seek to engage and support the future workforce.
data/
: Contains raw data and cleaned datasets used for analysis.notebooks/
: Jupyter notebooks with detailed data cleaning, exploratory data analysis (EDA), and visualizations.reports/
: Summary reports and findings.scripts/
: SQL scripts for data processing and model building.visualizations/
: Charts and graphs generated during the analysis.README.md
: Overview of the project and instructions.
- Understand the most preferred career paths of Gen Z.
- Identify key factors that influence their career decisions.
- Analyze the impact of education, technology, and social factors on career aspirations.
- Provide actionable insights for career guidance and recruitment strategies.
The following are some key insights we aim to gather through this project:
- Top career aspirations among Gen Z
- Popular sectors and job roles
- Skills and qualifications in demand
- The role of work-life balance and flexibility in career choices
- Data Collection: Collect data from surveys and external sources.
- Data Cleaning: Prepare and clean the datasets for analysis.
- Exploratory Data Analysis (EDA): Identify trends and key insights.
- Visualization: Create visual representations of the findings.
- Reporting: Summarize insights and recommendations.