The Challenges and Opportunities of Leading an AI ML Team in a Startup

Abstract

With the rapid development of artificial intelligence (AI) and machine learning (ML) technology, many startups have taken it as an important means of competition. But under the leadership of a startup, AI/ML teams face specific challenges and opportunities. This article focuses on the key concepts, challenges, and possible opportunities of leading an AI/ML team in a startup. First, starting from the basic description of artificial intelligence and machine learning technology, it analyzes the organizational structure of machine learning team of startup companies and the core capabilities that leaders must have. Second, it analyzes the challenges brought about by insufficient resources, insufficient skills and technological change. Third, take advantage of the opportunities presented by technological change, data-driven decision making and attracting investment.