What Being a Data Scientist at a Startup Really Looks Like

Working as a data scientist at a startup is a goal-oriented role where focus areas shift rapidly to meet changing business needs. Data scientists in this environment typically wear multiple hats, handling responsibilities that span data engineering, analytics, and advanced modeling. This provides high visibility with leadership and significant exposure to new technologies like LLMs, but also introduces challenges such as chaos, shifting priorities, and accumulating tech debt. The experience offers a holistic view of business operations and accelerates growth by demanding a full-cycle skill set.