📑 Courses 📑
• Advanced Python for Data Science (automation, ML workflows)
• Machine Learning Fundamentals (regression, classification, clustering)
• Advanced BI Strategy (enterprise dashboards, embedded analytics)
• Big Data Concepts (Hadoop, Spark basics)
• Cloud-Native Data Engineering (AWS, Azure, Snowflake)
• Advanced Data Governance & Quality (Collibra, enterprise compliance)
• Data Strategy & Consulting (enterprise frameworks)
• AI for Predictive Analytics (forecasting, anomaly detection)
• Leadership in Data (executive reporting, stakeholder engagement)
• Capstone Executive Project: Enterprise-wide data solution & strategy
presentation
• Certification Prep (Microsoft, CDMP, Google Cloud Data Professional)
🎓Recommanded Certifications 🎓
• Microsoft Certified: Azure Data Engineer Associate
• Google Cloud Data Engineer Certification
• CDMP (Certified Data Management Professional)
• IBM Machine Learning Professional Certificate
• AWS Certified Big Data or Data Analytics Specialty
💰 Indicative Job Roles & Salaries Permanent Roles 💰
1. Senior Data Analyst → £55k–£70k
2. Data Consultant → £60k–£85k
3. BI Lead → £60k–£80k
4. Data Governance Manager → £65k–£85k
5. Enterprise Data Architect → £75k–£100k
6. Data Strategy Manager → £70k–£95k
7. Cloud Data Engineer → £65k–£90k
8. Data Quality Manager → £60k–£85k
9. Data Project Manager → £65k–£90k
10. Head of Data Analytics → £85k–£120k
11. Regulatory Data Manager → £70k–£95k
12. AI/ML Engineer → £60k–£85k
🤝 Contract Roles (Daily Rate) 🤝
• Senior Data Analyst → £400–£550/day
• Data Consultant → £450–£650/day
• BI Lead → £450–£600/day
• Data Governance Manager → £500–£700/day
• Enterprise Data Architect → £550–£750/day
• Cloud Data Engineer → £450–£650/day
• Data Project Manager → £500–£700/day
• Head of Data Analytics → £650–£900/day
• ML Engineer → £500–£700/day
Instructor
