Part 9/15:
Karim affirms that data science encompasses various roles—analytics, engineering, AI/ML, research science—yet, universally, soft skills and business understanding become vital. For operational roles like data engineers or downstream analysts, familiarity with business processes enhances their ability to build sustainable, impactful solutions.
The Value of Business Literacy
He advocates that all data professionals, irrespective of specialization, benefit from understanding their organization's mechanics—from workflows to key objectives. For instance, research scientists can contribute to technical breakthroughs more effectively when they grasp how their innovations align with real-world needs.