Shadowing Practice: Characteristics of a Data and Analytics Leader - Learn English Speaking with Video

Creating lesson...
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Music I'm Chris Mazzei, EY's Global Chief Analytics Officer, and my role is to really look across all of what EY does with our clients from an analytics perspective.
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A data and analytics leader in today's organization needs to be a bit of a renaissance professional, and there are many competencies and skill sets that are important,
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but we found four areas that seem to stand out.
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One is they really have to be a business expert.
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They have to understand the business and the industry sector very well, and really where and how value gets created.
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Second, they have to be an innovator.
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They have to be able to see where in
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that business model there's the most opportunity for driving value and change and how those changes can lead to competitive differentiation.
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Third, they have to be a solution architect.
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Once you've identified where and how you want to apply analytics in the business, how do you actually work between the business teams
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and the technical teams to design the solution or the intervention mechanism that you want to put in place?
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And although this individual, the leader, doesn't have to be the one building the analytics models or implementing the technology, they have to be a bridge between the business
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and the technical teams to ultimately architect what the solution is that's being put in place.
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The fourth area is being a network builder and this is really important
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and often underappreciated in this role in
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that the individual has to be able to get things done in the organization
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and that typically means having a large number of very trusted relationships with senior stakeholders throughout the company
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and so having an individual who is really focused on building those relationships
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and working with other leaders in the organization to ultimately get things done is a critical skill set
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and one that we often find does not get enough attention.

Context & Background

In today's rapidly evolving business landscape, having a strong grasp of data and analytics is fundamental for leaders aiming to excel in their fields. Chris Mazzei, the Global Chief Analytics Officer at EY, emphasizes the multifaceted nature of a data and analytics leader. As organizations increasingly rely on data-driven decisions, these leaders must possess a unique blend of skills to navigate complex business environments effectively. This includes a profound understanding of their industry, the ability to innovate, design solutions, and cultivate strong relationships within their organizations.

Top 5 Phrases for Daily Communication

  • "Business expert": Refers to leaders who deeply understand their industry and how value is generated.
  • "Innovator in analytics": Describes individuals who identify opportunities for value creation through analytics.
  • "Solution architect": Highlights the role of bridging business needs and technical development.
  • "Build trusted relationships": Stresses the importance of networking and relationship-building in achieving goals.
  • "Drive competitive differentiation": Represents the goal of using analytics to gain advantages over competitors.

Step-by-step Shadowing Guide

To effectively improve your English speaking skills and pronunciation through the shadowing technique using the transcript provided, follow these steps:

  1. Select a Shadowing App: Choose a shadowing app that allows you to play back audio at a comfortable speed. This will help you focus on pronunciation and intonation.
  2. Listen Carefully: Start by listening to the clip in its entirety. Pay attention to how Chris Mazzei articulates his ideas, especially phrases like "fashioning new solutions" and "trusted relationships."
  3. Break it Down: Split the transcript into smaller segments. Focus on one phrase or sentence at a time to ensure clarity of understanding.
  4. Shadow the Speech: Use the shadowspeak technique by repeating what you hear immediately after listening. Mimic the speaker's tone, rhythm, and pronunciation closely to improve your own delivery.
  5. Practice with Feedback: Record yourself while shadowing and listen to your pronunciation. Compare it with the original to identify areas for improvement. Adjust your techniques accordingly.
  6. Expand Your Vocabulary: After practicing the key phrases, try incorporating similar phrases into your daily conversations to solidify your learning and enhance your linguistic flexibility.

By consistently applying the shadowing technique through a dedicated shadowing site or app, you will progressively enhance your English language skills, particularly your pronunciation skills, making you more effective in professional settings.

What is the Shadowing Technique?

Shadowing is a science-backed language learning technique originally developed for professional interpreter training and popularized by polyglot Dr. Alexander Arguelles. The method is simple but powerful: you listen to native English audio and immediately repeat it out loud — like a shadow following the speaker with just a 1–2 second delay. Unlike passive listening or grammar drills, shadowing forces your brain and mouth muscles to simultaneously process and reproduce real speech patterns. Research shows it significantly improves pronunciation accuracy, intonation, rhythm, connected speech, listening comprehension, and speaking fluency — making it one of the most effective methods for IELTS Speaking preparation and real-world English communication.