Managing Machine Learning: How to Bridge the Man/Machine Divide

Determine early on whether your organization even has the capacity to recruit and support data scientists or analysts. These people are the key to translating domain experts’ needs into workable machine learning algorithms. But they're a scarce resource. To entice data scientists on board, your company needs solid support technology and compelling projects. Be prepared to invest heavily in recruitment; competition for talent in data science is at an all-time high.