Team Building Blog

What is an AI Product Manager?

What is an AI Product Manager?

As artificial Intelligence transitions from merely research endeavors into practical use cases for mainstream organizations, it isn’t just big tech that needs professionals with specialized AI talent. Rather, organizations of all sizes and across...

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Tips for Hiring a Data Science Manager

Tips for Hiring a Data Science Manager

Do you need a data science management recruiter? In this post, I’ll explore how to hire a data science manager and if using a data science manager recruiter (or executive search firm) would be helpful. As you likely already know, it can be very...

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Data Science Management: 5 Key Concepts

Data Science Management: 5 Key Concepts

The rapid increase in the number of data science projects and teams is driving an increasing need for data science management. To address this gap, it is tempting to think that any project manager (from a different field) could do the job. Or that...

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Data Analytics vs Data Science

Data Analyst vs Data Scientist

Often, we get asked: “What’s the difference between the data analyst vs data scientist role”? Indeed, the roles have similar responsibilities. Data analysts and scientists have many overlapping skills. But there are distinct differences. And each...

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How to Lead Data Science Teams

How to Lead Data Science Teams

It’s an understatement that great leadership is challenging and rare. And leading data science teams has unique challenges: Stakeholders might get disillusioned by your team’s inability to deliver magic The battle to recruit and retain data science...

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Data Science vs Software Engineering

Data Science vs Software Engineering

Data Science vs Software Engineering isn’t really a battle. Rather these are two somewhat overlapping and complementary fields that are similar in many ways. However, dig deeper in the discussion of data science vs software engineering, and you’ll...

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5 Keys to Improve a Remote Data Science Team

5 Keys to Improve a Remote Data Science Team

Many data science teams now have at least some team members working remotely. However, many managers are not used to having team members work remote and so, are not aware of the challenges that need to be considered. With a well defined process,...

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Data Science Agility: A Benchmark

What is a Data Science Product Manager?

AI and data science are transitioning from theoretical concepts to tangible solutions for businesses of all sizes and industries. Consequently, companies are hiring data science product managers to manage the complex intersection of data,...

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8 Key Data Science Team Roles

8 Key Data Science Team Roles

Based on my personal experience, below are the 8 key data science team roles to think about when building and leading a data science team. These are not in any specific order, as their importance might vary from one project to another, or from one...

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Data Science Team Structure

Data Science Team Structure

  Should you have a centralized data science team or several decentralized teams? There are numerous options for a data science team structure in mid- to large-sized organizations. Yet, many organizations struggle to decide among having:   A...

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