ULTRA-condensed knowledge
- Successful AI projects require team members with a broad range of skills including data scientists, data engineers, machine learning engineers, product owners, change management experts, and translators.
- When it comes to AI teams, a broader set of skills are required than previously known, with a particular need for people with experience in operations and in translating AI concepts into business terms and vice versa. In other words, AI success no longer hinges on just a group of data scientists anymore.
- Successful AI projects require team members with a broad range of skills, says Louise Herring, partner at McKinsey & Co, including data scientists, data engineers, machine learning engineers, product owners, change management experts, and translators.
- Translators are people who can make the connection between the business and the technical side.
- “You have legacy landscapes and it’s not so easy to find the data and extract it — and ensure that the data pipeline is set up and ready to scale.”
- Data complexity and silos are the second biggest barriers to AI adoption, a May report by IBM and Morning Consult found, after lack of AI expertise.
- 90% of IT pros say being able to run AI projects wherever the data resides is key to the technology's adoption.
- According to a survey released by Deloitte last year, half of the most in-demand AI skills are related to connecting AI projects with business needs. These “translators” include business leaders well-versed in AI, change management experts, user experience designers, and subject matter experts.
Condensed knowledge
- Classical CONTEXT of the Digital Age
- g-f(2)45 "The Big Picture of the Digital Age": Knowledge opens the way to staggering opportunities, risks and challenges
- g-f(2)50 The Big Picture of the Digital Age: Mines of Golden Knowledge Growing Every Day
- g-f(2)74 THE BIG PICTURE OF THE DIGITAL AGE: Rapid change, incertitude and disruption, in a hypercompetitive environment
- g-f(1)28 The pyramid of knowledge of a “genioux fact”: From GOLD FRUITS to GOLD JUICES
- g-f(2)51 The Big Picture of the Digital Age: The Value of Golden Knowledge is Relative
- g-f(2)99 THE BIG PICTURE OF THE DIGITAL AGE, The “genioux facts”: Essential knowledge to unleash your limitless growth.
- g-f(2)75 THE BIG PICTURE OF THE DIGITAL AGE: “Infinite Learners” to keep pace with change, incertitude and disruption, in a hypercompetitive environment
- g-f(2)151 The Big Picture of the Digital Transformation, 3/1/2021, geniouxfacts, How To Succeed At Business Digital Transformation.
- g-f(2)153 The Big Picture of Business Artificial Intelligence (3/3/2021) in a Single “g-f KBP” Chart
- g-f(2)174 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2021), geniouxfacts, Executive guide of golden knowledge to fire up your unlimited growth.
- CONTEXT the Golden Knowledge Path ("GKPath") digital highway
- "genioux facts", the online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, builds The Golden Knowledge Path (GKPath) to accelerate everyone's success in the digital age.
- The inverted mini pyramid of knowledge that is essential to travel on the Golden Knowledge Path ("GKPath") highway.
- g-f(2)261 The Big Picture of the Digital Age (5/5/2021), geniouxfacts, You are unique. Grow without limits in the digital age.
- g-f(2)257 The Big Picture of the Digital Age (5/3/2021), geniouxfacts, At any moment you take the fastest path (GKPath) to your greatness.
- g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
- g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed on GKPath.
- Multiple updates (6/17/2021) for those traveling at high speed on GKPath!
- g-f(2)320 The Big Picture of Business Artificial Intelligence (6/14/2021), VB, DeepMind says reinforcement learning is ‘enough’ to reach general AI
- g-f(2)249 The Big Picture of the Digital Age (4/28/2021), geniouxfacts, There are emerging technologies and multidisciplinary knowledge that can radically improve the world.
- Successful AI projects require team members with a broad range of skills including data scientists, data engineers, machine learning engineers, product owners, change management experts, and translators.
- When it comes to AI teams, a broader set of skills are required than previously known, with a particular need for people with experience in operations and in translating AI concepts into business terms and vice versa. In other words, AI success no longer hinges on just a group of data scientists anymore.
- Successful AI projects require team members with a broad range of skills, says Louise Herring, partner at McKinsey & Co, including data scientists, data engineers, machine learning engineers, product owners, change management experts, and translators.
- Translators are people who can make the connection between the business and the technical side.
- “You have legacy landscapes and it’s not so easy to find the data and extract it — and ensure that the data pipeline is set up and ready to scale.”
- Data complexity and silos are the second biggest barriers to AI adoption, a May report by IBM and Morning Consult found, after lack of AI expertise.
- 90% of IT pros say being able to run AI projects wherever the data resides is key to the technology's adoption.
- According to a survey released by Deloitte last year, half of the most in-demand AI skills are related to connecting AI projects with business needs. These “translators” include business leaders well-versed in AI, change management experts, user experience designers, and subject matter experts.
Category 2: The Big Picture of the Digital Age
[genioux fact deduced or extracted from CIO]
This is a “genioux fact fast solution.”
Tag Multiple updates for those traveling at high speed on GKPath
Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).
Type of validity of the "genioux fact".
- Inherited from sources + Supported by the knowledge of one or more experts.
Authors of the genioux fact
References
ABOUT THE AUTHORS
Contributing Writer
Maria Korolov has been covering emerging technology and emerging markets for the past twenty years. She has reported from Russia, India, and Afghanistan, and recently returned to the United States after running a news bureau in China for five years
Maria Korolov is a science fiction writer who covers cybersecurity, AI and extended reality as an award-winning tech journalist at her day job. Check out her author page on Amazon or follow her on Twitter, Facebook, or LinkedIn. She is also the publisher of MetaStellar, a new online magazine of speculative fiction.
Key “genioux facts”
- Classical CONTEXT of the Digital Age
- g-f(2)45 "The Big Picture of the Digital Age": Knowledge opens the way to staggering opportunities, risks and challenges
- g-f(2)50 The Big Picture of the Digital Age: Mines of Golden Knowledge Growing Every Day
- g-f(2)74 THE BIG PICTURE OF THE DIGITAL AGE: Rapid change, incertitude and disruption, in a hypercompetitive environment
- g-f(1)28 The pyramid of knowledge of a “genioux fact”: From GOLD FRUITS to GOLD JUICES
- g-f(2)51 The Big Picture of the Digital Age: The Value of Golden Knowledge is Relative
- g-f(2)99 THE BIG PICTURE OF THE DIGITAL AGE, The “genioux facts”: Essential knowledge to unleash your limitless growth.
- g-f(2)75 THE BIG PICTURE OF THE DIGITAL AGE: “Infinite Learners” to keep pace with change, incertitude and disruption, in a hypercompetitive environment
- g-f(2)151 The Big Picture of the Digital Transformation, 3/1/2021, geniouxfacts, How To Succeed At Business Digital Transformation.
- g-f(2)153 The Big Picture of Business Artificial Intelligence (3/3/2021) in a Single “g-f KBP” Chart
- g-f(2)174 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2021), geniouxfacts, Executive guide of golden knowledge to fire up your unlimited growth.
- CONTEXT the Golden Knowledge Path ("GKPath") digital highway
- "genioux facts", the online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, builds The Golden Knowledge Path (GKPath) to accelerate everyone's success in the digital age.
- The inverted mini pyramid of knowledge that is essential to travel on the Golden Knowledge Path ("GKPath") highway.
- g-f(2)261 The Big Picture of the Digital Age (5/5/2021), geniouxfacts, You are unique. Grow without limits in the digital age.
- g-f(2)257 The Big Picture of the Digital Age (5/3/2021), geniouxfacts, At any moment you take the fastest path (GKPath) to your greatness.
- g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
- g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed on GKPath.
- g-f(2)247 The Big Picture of the Digital Age (4/28/2021), geniouxfacts, A “genioux fact fast solution”: Ultra-condensed juice of golden knowledge to accelerate your unlimited growth.
- g-f(2)248 The Big Picture of the Digital Age (4/28/2021), geniouxfacts, A “genioux fact fast solution” is the tip of a pyramid of golden knowledge.
- g-f(2)250 The Big Picture of the Digital Age (4/29/2021), geniouxfacts, Nurture yourself with golden knowledge and enjoy the unlimited inverted pyramid growth.
- g-f(2)271 The Big Picture of the Digital Age (5/11/2021), geniouxfacts, The inverted pyramid of knowledge of a “genioux fact fast solution”: From GOLD JUICES to GOLD FRUITS.