We are a recruitment consulting firm hired by a company that looking to renew its data team. The company called us to optimize its recruitment process, allowing it to select top candidates in the market and present them with a more attractive offer than competitors. Our objective is to provide recruitment strategy that not only identifies highly skilled talent but also ensures that our client’s offer stands out in terms of compensation, professional growth opportunities, and work environment. This will help our client position itself as a leader in the market for data talent acquisition, attracting and retaining the best professionals to drive their data initiatives forward.

• Data Science Job

1. Jobs in specialized categories (e.g., Machine Learning, AI) offer higher salaries than general data science roles.
2. Full-time roles offer higher salaries than part-time, contract, or freelance positions.
3. Remote positions offer higher salaries compared to in-person or hybrid roles.
4. Today, it may be more beneficial for companies to relocate their data teams to countries with lower salary costs or to hire employees remotely.

• Some Jobs Category offer higher salaries
  • There are very small differences between salaries, when it comes to Data Science, Analysis, ML/AI or Engineering jobs
• Full-time roles offer higher salaries
  • Our hypothesis that full-time roles offer higher salaries than part-time, contract, or freelance positions was proven wrong, the highest average salary was in part-time, then freelance and full-time jobs.
• Remote position offer higher salaries
  • Remote roles do not offer the highest salaries.
• Benefit of companies that employ their team in other countries
  • it is indeed more cost-effective for companies to hire remote employees, as it allows them to reduce salary expenses while accessing a broader talent pool.

The analysis reveals that some job categories offer higher salaries, with only slight differences noted among Data Science, Analysis, ML/AI, and Engineering roles. Contrary to the initial hypothesis, part-time positions have the highest average salaries, followed by freelance and then full-time roles. Remote roles do not offer the highest salaries. Companies employing remote teams in other countries benefit from cost savings and access to a wider talent pool.

• Presentation

git clone https://github.com/YourUsername/repository_name.git

curl -LsSf https://astral.sh/uv/install.sh | sh

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

uv venv

source ./venv/bin/activate

source ./venv/bin/activate.csh

.\venv\Scripts\activate

uv pip install -r requirements.txt