Andrea Gallego / @BCG on Managing Analytics Practice

Andrea Gallego / @BCG on Managing Analytics Practice

Author: AnalyticsWeek November 1, 2017 Duration: 1:00:36
In this podcast, Andrea Gallego, Principal & Global Technology Lead @ Boston Consulting Group, talks about her journey as a data science practitioner in the consulting space. She talks about some of the industry practices that up and rising data science professionals must deploy and talks about some operational hacks to help create a robust data science team. It is a must-listen conversation for practitioner folks in the industry trying to deploy a data science team and build solutions for a service industry. Timeline: 0:29 Andrea's journey. 5:41 Andrea's current role. 8:02 Seasoned data professional to COO role. 11:27 The essentials for having analytics at scale. 14:56 First steps to creating an analytics practice. 18:33 Defining an engineering first company. 22:33 A different understanding of data engineering. 26:40 Mistakes businesses make in their data science practice. 30:21 Some good business problems that data science can solve. 36:42 Democratization of data vs. privacy in companies. 38:04 Tech to business challenges. 40:11 Important KPIs for building a data science practice. 43:47 Hacks to hiring good data science candidates. 49:07 Art of doing business and science of doing business. 52:16 Andrea's secret to success. 55:12 Andrea's favorite read. 58:35 Closing remarks. Andrea's Recommended Read: Arrival by Ted Chiang http://amzn.to/2h6lJpv Build to Last by Jim Collins http://amzn.to/2yMCsam Designing Agentive Technology: AI That Works for People Paperback http://amzn.to/2ySDHGp Podcast Link: https://futureofdata.org/andrea-gallego-bcg-managing-analytics-practice/ Andrea's BIO: Andrea is Principal & Global Technology Lead @ Boston Consulting Group. Prior to BCG, Andrea was COO of QuantumBlack’s Cloud platform. She also manages the cloud platform team and helps drive the vision and future of McKinsey Analytics’ digital capabilities. Andrea has broad expertise in computer science, cloud computing, digital transformation strategy, and analytics solutions architecture. Prior to joining the Firm, Andrea was a technologist at Booz Allen Hamilton. She holds a BS in Economics and MS in Analytics (with a concentration in computing methods for analytics). About #Podcast: #FutureOfData podcast is a conversation starter to bring leaders, influencers, and lead practitioners to discuss their journey to create the data-driven future. Wanna Join? If you or any you know wants to join in, Register your interest @ http://play.analyticsweek.com/guest/ Want to sponsor? Email us @ info@analyticsweek.com Keywords: FutureOfData Data Analytics Leadership Podcast Big Data Strategy

The landscape of data and analytics is shifting faster than ever, driven by the people who build the systems, challenge the norms, and imagine what comes next. The Future of Data Podcast from AnalyticsWeek sits down with those very people for substantive, often unexpected, dialogues. Each episode is a direct conversation with a leader, an influencer, or a change maker who is actively shaping this dynamic world. You’ll hear less from theorists and more from practitioners in the trenches, discussing the real-world implications of new technologies, the evolving ethics of data use, and the practical strategies that separate hype from genuine transformation. This podcast delves into the human stories behind the data stacks, exploring the challenges, failures, and breakthroughs that define modern analytics. It’s a space for nuanced discussion that goes beyond surface-level trends to examine how data is fundamentally altering industries, governance, and our daily lives. Listen for candid insights on building effective teams, navigating the complexities of AI integration, and anticipating what the next decade of innovation might demand from professionals at every level. These are the essential conversations for anyone who needs to understand not just what is happening in data, but why it matters and where we might be headed. Tune in for a thoughtful exploration of the tools, ideas, and individuals charting the course forward.
Author: Language: English Episodes: 96

The Future of Data Podcast | conversation with leaders, influencers, and change makers in the World of Data & Analytics
Podcast Episodes
Upstanding Company Character to Succeed [not-audio_url] [/not-audio_url]

Duration: 36:15
In this session, Frank Calderoni, CEO Anaplan shared how to build a company that sees hypergrowth by upstanding the character of the company. He shared his insights on his journey in leading a large organization while st…
Future of Thriving Startup CXO [not-audio_url] [/not-audio_url]

Duration: 52:24
In this podcast, Matt Blumberg discussed his book Startup CXO, the insights it carries and shared how to build a thriving leadership that builds for tomorrow today. He sheds light on the importance of a good leader and h…
The Art and Science of Leadership [not-audio_url] [/not-audio_url]

Duration: 1:07:25
In this show, Jeffrey Hull talks about his book Flex. He shared insights on the art and science of being a great leader. He shared the anatomy of leadership and the ingredients of those who do it successfully. Bio: Jeffr…
Rethinking Competitive Advantage with Ram Charan [not-audio_url] [/not-audio_url]

Duration: 1:02:55
In this session, Ram discussed the ever-evolving world of competitive advantage. He shared how current changes desire to rethink of competitive edge strategies. He shared some data-driven strategies and some best practic…
Discussing Startup Failures with Tom Eisenmann [not-audio_url] [/not-audio_url]

Duration: 1:01:33
In this conversation, Thomas Eisenmann discussed the complicated world of startup failures. Tom discussed various failures and what are some ways businesses could have done right. This is a great conversation for anyone…
Data, Technology and #FutureofWork [not-audio_url] [/not-audio_url]

Duration: 59:36
In this podcast, Ben Pring co-founded and leads the Center for the Future of Work at Cognizant discussed the challenges of technology and transformation as we go through the future of work. Ben shared some challenges of…
Jim Harter (@Gallup) on Defining the winning traits of Manager [not-audio_url] [/not-audio_url]

Duration: 59:44
In this podcast, Jim Harter discussed one of Gallup’s most extended run studies to understand the traits of manager. He sheds light on the qualities of a manager and what all tools and resources they need to succeed. Jim…
Restoring the soul of business with @Rishad Tobbaccowala [not-audio_url] [/not-audio_url]

Duration: 1:15:41
In this podcast, Rishad Tobaccowala discussed the importance of understanding the soul of the business. He emphasized how important it is to nurture creativity. He warned about not getting distracted with too much math b…
Building an AI First Company and Culture [not-audio_url] [/not-audio_url]

Duration: 1:04:39
Discussing AI First Company and AI First mentality with Ash Fontana. He sheds light on how organizations could embrace analytics, data and AI to retain competitive edge. Bio: Ash Fontana became one of the most recognized…
Age of data and the live enterprise [not-audio_url] [/not-audio_url]

Duration: 1:09:53
Discussing #FutureOfData & Growth with Jeff Kavanaugh. Jeff discussed the importance and tenets of a live evolving organizations. He shared some tips and tricks that businesses could do to ensure they are evolving for fa…