Moncef32/moroccan-tech-job-market-analysis

End-to-end data analytics project exploring Morocco's tech job market # Moroccan Tech Job Market Analysis An end-to-end data analytics project exploring the tech job market in Morocco — covering demand by city, work setting (remote / hybrid / on-site), required skills, salary patterns where disclosed, and short-term forecasting using a composite growth index. > **Status:** 🚧 In progress — Phase 0 / Setup > **Author:** Moncef El Alami > **Last updated:** May 2026 --- ## Why this project Most public job market analyses focus on the US, UK, or Western Europe. The Moroccan tech market — despite rapid growth in Casablanca, Rabat, and Tangier — has very little publicly available analysis. This project aims to answer questions that matter to: - **Job seekers** trying to figure out where the opportunities actually are - **Recruiters and HR teams** benchmarking the local market - **Policy makers and educators** trying to align training with demand --- ## Key questions 1. How many tech jobs are posted in Morocco, and how are they distributed across cities and roles? 2. What is the split between **remote**, **hybrid**, and **on-site** roles — and is it shifting over time? 3. Which Moroccan cities have the **highest tech job density per capita** (not just total volume)? 4. What **skills** are most in demand per role, and how do they differ from what bootcamps and universities teach? 5. Which cities and work settings are most likely to **grow** in the next 6 months, based on a composite tech growth index? 6. How do **language requirements** (French / English / Arabic) vary by role and company type? --- ## Methodology overview ### Data sources - **Job boards:** ReKrute, Emploi.ma, Bayt, Anapec, LinkedIn (Morocco filter), RemoteOK, We Work Remotely - **Historical data:** Wayback Machine snapshots for year-over-year comparison - **Context data:** HCP (Haut-Commissariat au Plan) for city population, Google Trends for seasonality baseline, OMPIC for company registrations (where accessible) ### Approach - Scrape and store raw data with sour …