Cybersecurity Salary Analysis

Analysis of Cybersecurity job roles and salaries, utilizing a comprehensive dataset to evaluate market trends and salary distributions across different geographic locations and experience levels. As a Data Science Master's student preparing to enter the job market in 2023, this analysis is particularly aimed at identifying lucrative roles and key locations for Cybersecurity professionals.

🔑 Key Feature

Data Cleaning and Preparation:

Initial data handling involves checking for null values and deciding whether to impute or remove them to maintain dataset integrity.

Exploratory Data Analysis (EDA):

Conducts a thorough examination of the Cybersecurity roles and their corresponding salaries, highlighting which roles are the most compensated.

Geographic Salary Distribution:

Analyzes the distribution of jobs and their salaries across different locations, with a focus on identifying the regions with the highest number of opportunities.

Experience Level Comparison:

Compares average salaries across different experience levels from entry-level to executive roles, providing insights into career progression and potential earnings.

Visual Insights:

Utilizes advanced visualization tools like Plotly to represent data through interactive charts and graphs, enhancing the understanding of trends and outliers.

🧠 Skills

• Python
• Data Analysis
• Plotly and Seaborn for Visualization
• Pandas for Data Manipulation
• Statistical Analysis
• Pandas

🦾Future Work

• Expand Data Sources: To enhance the accuracy and robustness of the analysis, additional data sources could be integrated, such as real-time job market data and more granular location-based salary information.
• Predictive Analytics: Implement machine learning models to predict future salary trends based on current and historical data.
• Real-Time Dashboard: Develop a real-time interactive dashboard that updates with the latest job openings and salary trends in the Cybersecurity field.

Please Click the link below to view dynamic data visualization

https://nbviewer.org/github/Dre1896/Cybersecurity-Salary-Analysis/blob/main/Cyber_Salary_Analysis.ipynb