Can you build a model to predict future stock prices based on historical hire, departure, and headcount data?

This dataset includes the following for 50 US-based tech stocks

• 15+ years of employees hired
• 15+ years of employee departures
• 10+ years of monthly headcount data
• 15+ years of employee departures
• 10+ years of monthly headcount data
• 5+ years of stock prices
• 5+ years of market caps

Data dictionary describing the fields in the dataset