Team Khechidi's Entry in the 2023 Autumn Data Analysis Hackathon Tech Japan Inc.
- Excel (For data collection)
- Python & its libraries, including NumPy, Pandas, Seaborn, and Matplotlib
- PowerBI & Miro Board(for data visualization)
- Google Colab was used to do an Exploratory Data Analysis(Data loading and inspection, Data Cleaning, Preprocessing, Data exploration, and Statistical Analysis) using Python to get a better grip on the data and generate the cleaned dataset used in our work.
- Identify the most in-demand job positions in the IT industry.
- Understand the career progression of IT professionals.
- Identify the changes in organizational structure in the IT industry.
- The IT industry is growing rapidly, and there is a high demand for IT professionals.
- The most in-demand job positions in the IT industry are IT Technicians, Data Scientists, and cybersecurity experts.
- The salaries of IT professionals are rising
- The organizational structure of IT companies is changing, with a shift towards more agile and cross-functional teams.
- The write-up also includes recommendations for how Splunk can use this information to improve its business.
- Based on the findings of the analysis, Splunk can make the following recommendations:
- Focus on hiring for the most in-demand job positions in the IT industry like Prompt Engineers, Data Engineers, MLEs, Data Scientists, Business Developers, and SDEs.
- Offer competitive salaries to attract and retain top talent.
- Invest in training and development programs to help employees stay up-to-date on the latest technologies.
- Create an agile and cross-functional organizational structure to facilitate collaboration and innovation.