Quick. What do Coca-Cola and the Centers for Disease Control and Prevention have in common? Yes, both are based in Atlanta, but theres a lesser-known shared trait. Both recently hired their very first chief data officer.
That might seem a surprise for the latter, since the healthcare industry has largely embraced the role. But the former is part of an emerging trend. While the CDO role originated at Capital One and, for years, predominated in finance, then in health, consumer brands and services are increasingly embracing the CDO. Today, SeatGeek, Hulu, Sothebys and Poshmark are just a few that sport a data officer in the C-suite.
It all goes back to digital transformation, the degree to which interactions are digital, said Cindi Howson, chief data strategy officer at ThoughtSpot and host of The Data Chief podcast. You want to get your data house in order.
Consider Arcadia Group, the now-defunct company behind several clothing retailers, most notably Topshop. The pandemic accelerated its demise, but according to retail watchers, it had already been spiraling due to a failure to fully embrace data-driven e-commerce.
It was one of the biggest high-street fashion retailers in Britain in the last decade, [but] because they didnt get their heads around digital and data, its gone bust, said Peter Jackson, chief data and analytics officer at Exasol and co-author of The Chief Data Officers Playbook.
According to Jackson, there are a few broad factors that influence an organizations decision to bring on a CDO. One is data maturity or, sometimes, immaturity. That is, a company recognizes its lagging in data and wants to proactively avoid becoming another Topshop. Related is the realization that data-enabled personalization can provide standout service and boosted revenue in sectors where margins are thin.
Another factor might be regulatory pressure. Thats why financial services embraced it early, Jackson said. You get regulators who start to not trust the data, and organizations get fined for handing over incorrect or inaccurate data.
Lastly, dont discount the keeping-up-with-the-Joneses impulse: Others are doing it, so should we! Not the best rationale, Jackson said, but one that might deliver nonetheless.
In 2021, fewer and fewer companies doubt the primacy of data. But does that necessarily mean an organization needs to take on the expense of installing a dedicated data officer into the upper echelons of the org chart? What about building a robust data team without a chief data officer?
For Doug Laney, the proof is in the numbers. Laney, a data and analytics strategy fellow at West Monroe and an instructor in Carnegie Mellons chief data officer certificate program, conducts an ongoing survey of companies about the impacts of CDOs. So far, hes interviewed some 500 organizations, and a few key statistics have emerged.
According to Laneys research, organizations with a CDO are:
The last figure is notable, as many companies fail to formally value their data, since accounting often doesnt consider it a balance sheet asset the way it does other technologies. Aside from being a bitter irony, the failure to quantify the value of data creates a vicious cycle of not monetizing it.
You cant manage what you dont measure, Laney said, quoting an industry maxim.
While the rise of the CDO also reflects the elevated stature of data in general over the last decade-plus, Howson agrees that the structure of senior data management is itself important. In Howsons opinion, the most impactful CDOs are those who report to the chief operating officer or directly to the CEO.
Its almost like the CDO started out reporting to IT, because data was seen as an IT thing, she said. But over time, they realized this really helps improve customer loyalty, boosts revenue and increases operational efficiencies.
Data leadership is also not necessarily the domain of even the highest-ranking technical officer.
I think if you asked a lot of CTOs what DataOps is, they wouldnt know, whereas I think the CDOs know how to create an operating model that governs the data and leverages the value, Jackson said.
RelatedWhat Kind of Startup Needs a Chief Operating Officer?
Talk to enough CDOs and an inevitable theme arises: offense versus defense. Because the role originated in finance focused on data governance and regulatory compliance it was born defense-minded. But over the years, a shift has occurred.
In the debut episode of her podcast The Data Chief, Howson identified the shift from the data streamlining and safeguarding focus of CDO 1.0 to a focus on leveraging data for digital transformation and business impact as one of the key evolutions in data management.
If the CDO cannot evolve to that, then theres no point in having a CDO, she said.
A poll conducted by Howson showed that her analytics colleagues overwhelmingly measured success through the lens of business KPI improvement, rather than amount of data collected, number of users enabled or response time rates.
That jibes with the most recent NewVantage Partners survey, an annual poll of 85 firms about AI adoption and the role of the CDO. Seventy percent of respondents said that offense-oriented data initiatives are more vital than defense-oriented ones like regulatory and compliance issues for CDOs.
Its not an either/or proposition, of course. CDOs are still expected to mitigate risk related to data. But their jobscant be limited to just security and run-of-the-mill reporting.
Laney recalled working as a consultant with publishers who had reams of valuable data subscriptions, clicks, views but werent using them beyond basic metrics.
Not only were they not using it internally, but they were also not making it available to partners, suppliers, customers or others in the extended business ecosystem, who might find it valuable and pay for it, he said.
Related4 Steps to Company-Wide Data Literacy
Corporate adoption of the CDO role continues to climb. Sixty-five percent of mainstream companies have now incorporated the role, compared to just 12 percent in 2012, according to the NewVantage Partners survey. And yet, the role is still not completely defined.
One of the most polarizing questionsis whether a company should prize technical expertise or business strategy in a CDO candidate. The answer? It depends on who you ask.
I think its one of the hardest jobs because you have to know the technology, but you also have to know business, Howson said. And you have to be respected by both.
Jackson, of Exasol, said hes seen a slight shift in recent years towardpeople with strongertechnical backgrounds, namely former data scientists. Thats one of four traditional paths hes observed. People migrated to the CDO role either from CTO positions (or aspiring CTOs), from governance positions (especially around the time GDPR was implemented), from business strategy backgrounds or from data science.
A CDO has to be technically credible conversant, if not necessarily expert, in ETL pipelines and different query languages, Jackson said. So coming more from the technical and data science side is probably stronger than from the governance and strategy side.
Laney, however, sees it differently.
I think the most successful CDOs are those with the people skills, more so than the technical skills, and those who report into the business, not into the IT organization, Laney said.
He stressed firm grasps of supply chains, consumption and production models, a dual offense/defense capability, an ability to drive organizational data literacy and a firm background in economics applying concepts like supply and demand, productivity frontiers and price elasticity to data.
Those kinds of economic concepts were never intended to be applied to data, he said, emphasizing the difficulty of that last requirement. They were intended to be applied to guns and butter.
Such difference of opinion is reflective of some larger uncertainties related to the role. The NewVantage Partners survey found that just 49.5 percent of CDOs have primary responsibility for data within their organization, and just a third said the role is successful and established.
That bears out in what respondents consider a profile of a successful CDO. While external change agent/outsider has won out the past four years, the percentage that favored company insider/veteran and data scientist both climbed from 2020 to 2021.
That preference for so-called change agents may help explain the significant turnover rates for CDOs.
Nearly 18 percent of respondents in the NewVantage Partners survey said they struggled with CDO turnover.Few candidates kept a position longer than two years, according to IBM research based on data from 2014 through 2016. Laney said the average tenure is about 2.7 years based on his observations, while Parker noted each of his last three CDO positions were less than two-and-a-half years.
That can be a bad thing in instances where people feel pushed out by change-resistant employers, but its more often a sign that goals are being accomplished, Howson said.
They get in there, do the work, get that company in flight, and are onto the next problem and a bigger impact, she said. That, I think, is a good thing.
Visit link:
When to Hire a Chief Data Officer and Who - Built In
- Global Data Science Platform Market Report 2020 Industry Trends, Share and Size, Complete Data Analysis across the Region and Globe, Opportunities and... [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Data Science and Machine-Learning Platforms Market Size, Drivers, Potential Growth Opportunities, Competitive Landscape, Trends And Forecast To 2027 -... [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Industrial Access Control Market 2020-28 use of data science in agriculture to maximize yields and efficiency with top key players - TechnoWeekly [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- IPG Unveils New-And-Improved Copy For Data: It's Not Your Father's 'Targeting' 11/11/2020 - MediaPost Communications [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Risks and benefits of an AI revolution in medicine - Harvard Gazette [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- UTSA to break ground on $90 million School of Data Science and National Security Collaboration Center - Construction Review [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Addressing the skills shortage in data science and analytics - IT-Online [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Data Science Platform Market Research Growth by Manufacturers, Regions, Type and Application, Forecast Analysis to 2026 - Eurowire [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- 2020 AI and Data Science in Retail Industry Ongoing Market Situation with Manufacturing Opportunities: Amazon Web Services, Baidu Inc., BloomReach... [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Endowed Chair of Data Science job with Baylor University | 299439 - The Chronicle of Higher Education [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Data scientists gather 'chaos into something organized' - University of Miami [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- AI Update: Provisions in the National Defense Authorization Act Signal the Importance of AI to American Competitiveness - Lexology [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Healthcare Innovations: Predictions for 2021 Based on the Viewpoints of Analytics Thought Leaders and Industry Experts | Quantzig - Business Wire [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Poor data flows hampered governments Covid-19 response, says the Science and Technology Committee - ComputerWeekly.com [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Ilia Dub and Jasper Yip join Oliver Wyman's Asia partnership - Consultancy.asia [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Save 98% off the Complete Excel, VBA, and Data Science Certification Training Bundle - Neowin [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Data Science for Social Good Programme helps Ofsted and World Bank - India Education Diary [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Associate Professor of Fisheries Oceanography named a Cooperative Institute for the North Atlantic Region (CINAR) Fellow - UMass Dartmouth [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Rapid Insight To Host Free Webinar, Building on Data: From Raw Piles to Data Science - PR Web [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- This Is the Best Place to Buy Groceries, New Data Finds | Eat This Not That - Eat This, Not That [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Which Technology Jobs Will Require AI and Machine Learning Skills? - Dice Insights [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Companies hiring data scientists in NYC and how much they pay - Business Insider [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Calling all rock stars: hire the right data scientist talent for your business - IDG Connect [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- How Professors Can Use AI to Improve Their Teaching In Real Time - EdSurge [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- BCG GAMMA, in Collaboration with Scikit-Learn, Launches FACET, Its New Open-Source Library for Human-Explainable Artificial Intelligence - PRNewswire [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Data Science Platform Market Insights, Industry Outlook, Growing Trends and Demands 2020 to 2025 The Courier - The Courier [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- UBIX and ORS GROUP announce partnership to democratize advanced analytics and AI for small and midmarket organizations - PR Web [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Praxis Business School is launching its Post Graduate Program in Data Engineering in association with Knowledge Partners - Genpact and LatentView... [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- What's So Trendy about Knowledge Management Solutions Market That Everyone Went Crazy over It? | Bloomfire, CSC (American Productivity & Quality... [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Want to work in data? Here are 6 skills you'll need Just now - Siliconrepublic.com [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Data, AI and babies - BusinessLine [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Here's how much Amazon pays its Boston-based employees - Business Insider [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Datavant and Kythera Increase the Value Of Healthcare Data Through Expanded Data Science Platform Partnership - GlobeNewswire [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- O'Reilly Analysis Unveils Python's Growing Demand as Searches for Data Science, Cloud, and ITOps Topics Accelerate - Business Wire [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Book Review: Hands-On Exploratory Data Analysis with Python - insideBIGDATA [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- The 12 Best R Courses and Online Training to Consider for 2021 - Solutions Review [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Software AG's TrendMiner 2021.R1 Release Puts Data Science in the Hands of Operational Experts - Yahoo Finance [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- The chief data scientist: Who they are and what they do - Siliconrepublic.com [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Berkeley's data science leader dedicated to advancing diversity in computing - UC Berkeley [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Awful Earnings Aside, the Dip in Alteryx Stock Is Worth Buying - InvestorPlace [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Why Artificial Intelligence May Not Offer The Business Value You Think - CMSWire [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Getting Prices Right in 2021 - Progressive Grocer [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Labelbox raises $40 million for its data labeling and annotation tools - VentureBeat [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- How researchers are using data science to map wage theft - SmartCompany.com.au [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Ready to start coding? What you need to know about Python - TechRepublic [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Women changing the face of science in the Middle East and North Africa - The Jerusalem Post [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Mapping wage theft with data science - The Mandarin [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Data Science Platform Market 2021 Analysis Report with Highest CAGR and Major Players like || Dataiku, Bridgei2i Analytics, Feature Labs and More KSU... [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Data Science Impacting the Pharmaceutical Industry, 2020 Report: Focus on Clinical Trials - Data Science-driven Patient Selection & FDA... [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- App Annie Sets New Bar for Mobile Analytics with Data Science Innovations - PRNewswire [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Data Science and Analytics Market 2021 to Showing Impressive Growth by 2028 | Industry Trends, Share, Size, Top Key Players Analysis and Forecast... [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- How Can We Fix the Data Science Talent Shortage? Machine Learning Times - The Predictive Analytics Times [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Opinion: How to secure the best tech talent | Human Capital - Business Chief [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Following the COVID science: what the data say about the vaccine, social gatherings and travel - Chicago Sun-Times [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Automated Data Science and Machine Learning Platforms Market Technological Growth and Precise Outlook 2021- Microsoft, MathWorks, SAS, Databricks,... [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- 9 investors discuss hurdles, opportunities and the impact of cloud vendors in enterprise data lakes - TechCrunch [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Rapid Insight to Present at Data Science Salon's Healthcare, Finance, and Technology Virtual Event - PR Web [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Aunalytics Acquires Naveego to Expand Capabilities of its End-to-End Cloud-Native Data Platform to Enable True Digital Transformation for Customers -... [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Tech Careers: In-demand Courses to watch out for a Lucrative Future - Big Easy Magazine [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Willis Towers Watson enhances its human capital data science capabilities globally with the addition of the Jobable team - GlobeNewswire [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Global Data Science Platform Market 2021 Industry Insights, Drivers, Top Trends, Global Analysis And Forecast to 2027 KSU | The Sentinel Newspaper -... [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- A Comprehensive Guide to Scikit-Learn - Built In [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Industry VoicesBuilding ethical algorithms to confront biases: Lessons from Aotearoa New Zealand - FierceHealthcare [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- How Intel Employees Volunteered Their Data Science Expertise To Help Costa Rica Save Lives During the Pandemic - CSRwire.com [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Learn About Innovations in Data Science and Analytic Automation on an Upcoming Episode of the Advancements Series - Yahoo Finance [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Symposium aimed at leveraging the power of data science for promoting diversity - Penn State News [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Rochester to advance research in biological imaging through new grant - University of Rochester [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- SoftBank Joins Initiative to Train Diverse Talent in Data Science and AI - Entrepreneur [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Participating in SoftBank/ Correlation One Initiative - Miami - City of Miami [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Increasing Access to Care with the Help of Big Data | Research Blog - Duke Today [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Heres how Data Science & Business Analytics expertise can put you on the career expressway - Times of India [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Yelp data shows almost half a million new businesses opened during the pandemic - CNBC [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Postdoctoral Position in Transient and Multi-messenger Astronomy Data Science in Greenbelt, MD for University of MD Baltimore County/CRESST II -... [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- DefinedCrowd CEO Daniela Braga on the future of AI, training data, and women in tech - GeekWire [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Gartner: AI and data science to drive investment decisions rather than "gut feel" by mid-decade - TechRepublic [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Jupyter has revolutionized data science, and it started with a chance meeting between two students - TechRepublic [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Working at the intersection of data science and public policy | Penn Today - Penn Today [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- The Future of AI: Careers in Machine Learning - Southern New Hampshire University [Last Updated On: April 4th, 2021] [Originally Added On: April 4th, 2021]
- SMU meets the opportunities of the data-driven world with cutting-edge research and data science programs - The Dallas Morning News [Last Updated On: April 4th, 2021] [Originally Added On: April 4th, 2021]
- Data, Science, and Journalism in the Age of COVID - Pulitzer Center on Crisis Reporting [Last Updated On: April 4th, 2021] [Originally Added On: April 4th, 2021]