Skill–Salary Correlation Study

Skill–Salary Correlation Study
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Skill–Salary Correlation Study

Objective: To analyze real-world salary data and discover how skills, experience, and job roles influence pay in the global data & tech industry. We built regression models to answer: “Which skills deliver the highest return on investment in today’s job market?”

Kartik Ravindra Bingi

Kartik Ravindra Bingi

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Objective: To analyze real-world salary data and discover how skills, experience, and job roles influence pay in the global data & tech industry. We built regression models to answer: “Which skills deliver the highest return on investment in today’s job market?” Dataset: Source: Kaggle – Data Science Salaries 2024 Records: 6,599 rows Features: 25 columns Main Fields: job_title, experience_level, salary, work_models, skills, company_location

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