analytics

The 20 top tech skills that employers want and that can help you find a job, according to recruiting site Indeed — from businessinsider.com by Rosalie Chan and Bani Sapra

Excerpt:

The job search site Indeed released a report this month about the top tech skills of 2019 based on job descriptions that are being posted.

Andrew Flowers, an economist at Indeed, says that in today’s job market, there are two major trends that drive the top skills in tech. The first is the rise of data science, machine learning, and artificial intelligence. The second is the rise of cloud computing.

“Python has had explosive growth,” Flowers told Business Insider. “If I’m around the dinner table and a nephew asks what should I learn? Having done this report, I would say, learn Python.”

AI innovators should be listening to kids — from wired.com by Urs Gasser, executive director of the Berkman Klein Center for Internet & Society at Harvard University, the principal investigator of the Center’s Youth and Media project, and a professor at Harvard Law School.
Input from the next generation is crucial when it comes to navigating the challenges of new technologies.

Excerpts:

With another monumental societal transformation on the horizon—the rise of artificial intelligence—we have an opportunity to engage the power and imagination of youth to shape the world they will inherit. Many of us were caught off guard by the unintended consequences of the first wave of digital technologies, from mass surveillance to election hacking. But the disruptive power of the internet to date only sets the stage for the even more radical changes AI will produce in the coming decades.

Instead of waiting for the youth to respond to the next crisis, we should proactively engage them as partners in shaping our AI-entangled future.

Young people have a right to participate as we make critical choices that will determine what kind of technological world we leave for them and future generations. They also have unique perspectives to contribute as the first generation to grow up surrounded by AI shaping their education, health, social lives, leisure, and career prospects.

Youth have the most at stake, and they also have valuable perspectives and experiences to contribute. If we want to take control of our digital future and respond effectively to the disruptions new technology inevitably brings, we must listen to their voices.

“Much of what’s being sold as ‘AI’ today is snake oil.” [Arvind Narayanan; Assoc. Prof. of CS at Princeton ]

On 11/22/2019, in adjunct faculty, analytics, Artificial Intelligence/Agents/LLMs/and Related, blogs / blogging / vlogging, bots, change, collaboration, communications, computer science, copyright/ownership/NFTs, corporate / business world, engineering, ethics, faculty, health, ideas, innovation, learning, learning ecosystem, Natural Language Processing (NLP), Near Field Communication (NFC), platforms, productivity / tips and tricks, robotics, social learning / networks, social media, tools, United States, universities, voice recognition / voice enabled interfaces, web-based collaboration, workplace, by Daniel Christian

Much of what’s being sold as “AI” today is snake oil. It does not and cannot work. In a talk at MIT yesterday, I described why this happening, how we can recognize flawed AI claims, and push back. Here are my annotated slides: https://t.co/iCpyFw5urN pic.twitter.com/pmOTI3vq8p

— Arvind Narayanan (@random_walker) November 19, 2019

From DSC:
I wish that more faculty members would share their research, teaching methods, knowledge, and commentary with the world as this professor does (vs. talking to other professors behind publishers’ walled off content). In this case, Arvind happens to use Twitter. But if one doesn’t like to use Twitter, there’s also LinkedIn, WordPress/blogging, podcasting, and other outlets.

6 critical IT skills for the next decade: Bay Area CIO of the Year winners share — from enterprisersproject.com by Ginny Hamilton
What skills will IT talent need most? Six award-winning CIOs discuss the top skills on their radar screens – from AI to emotional intelligence

I’d highly recommend all technology professionals build their external network and contribute to the external professional community as early in your career as possible. The wisdom of the tech community is incredibly important, and because you have to curate this over an extended period of time, there is no accelerated option you can tap at a later date. Technology professionals need to constantly be re-inventing themselves to stay relevant. As technology evolves, so too do the people and roles around it. Constant change is the steady state today and as I tell my team, “The pain of change is mandatory, it is the suffering that is optional. And if you don’t like change, you are going to like irrelevance even less.”

From DSC:
This is an especially good read for students who are considering going into a tech-focused career. If you decide to go that route, you had better be ready for constant change….constant, lifelong learning. And as you get older, you will face age discrimination. Enjoy the jobs that you get from ages 18-30 (perhaps even up to age 35). After that, it gets much tougher. Hopefully, that situation will change as more organizations get sued for allowing this discrimination to continue (perhaps implementing is the more appropriate word…vs. allowing it to occur). Here are some examples of those kinds of issues/suits. But for now, that’s the state of things…at least here in the United States.

FTI 2020 Trend Report for Entertainment, Media, & Technology [FTI]

On 11/13/2019, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, Amazon, analytics, Apple, Artificial Intelligence/Agents/LLMs/and Related, Asia, Augmented Reality (AR), Australia, Blockchain, bots, business, Canada, career development, change, changing business models, cloud-based computing / apps / other cloud-related, collaboration, communications, computer science, content development, aggregation, repositories, convergence, corporate / business world, creativity, digital audio, digital photography, digital video, drama/theater, education technology, educational games / serious games, emerging technologies, engagement / engaging students, engineering, entrepreneurship, Europe, experimentation, Facebook / Meta Platforms, future, game-changing environment, generational differences, global / globalization, Google, human-computer interaction (HCI), IBM, ideas, immersion, India, innovation, intelligent systems, interactivity, internet, law schools, leadership, learning ecosystem, legislatures / government / legal, media/film, Microsoft, Mixed Reality (MR), multimedia, Natural Language Processing (NLP), Near Field Communication (NFC), parents/guardians, photography, platforms, policy, privacy, programming, psychology, publishing, robotics, smart/connected TV, social learning / networks, social media, society, strategy, streams of content, technology (general), telecommunications, television, tools, trends, United States, vendors, Virtual Reality (VR) / worlds / learning, vision/possibilities, voice recognition / voice enabled interfaces, wearables, workplace, XR - extended reality, youth, by Daniel Christian

FTI 2020 Trend Report for Entertainment, Media, & Technology — from futuretodayinstitute.com

Our 3rd annual industry report on emerging entertainment, media and technology trends is now available.

157 trends
28 optimistic, pragmatic and catastrophic scenarios
10 non-technical primers and glossaries
Overview of what events to anticipate in 2020
Actionable insights to use within your organization

KEY TAKEAWAYS

Synthetic media offers new opportunities and challenges.
Authenticating content is becoming more difficult.
Regulation is coming.
We’ve entered the post-fixed screen era.
Voice Search Optimization (VSO) is the new Search Engine Optimization (SEO).
Digital subscription models aren’t working.
Advancements in AI will mean greater efficiencies.

Emerging Tech Trend: Patient-Generated Health Data — from futuretodayinstitute.com — Newsletter Issue 124

Excerpt:

Near-Futures Scenarios (2023 – 2028):

Pragmatic: Big tech continues to develop apps that are either indispensably convenient, irresistibly addictive, or both, and we pay for them, not with cash, but with the data we (sometimes unwittingly) let the apps capture. But for the apps for health care and medical insurance, the stakes could literally be life-and-death. Consumers receive discounted premiums, co-pays, diagnostics and prescription fulfillment, but the data we give up in exchange leaves them more vulnerable to manipulation and invasion of privacy.

Catastrophic: Profit-driven drug makers exploit private health profiles and begin working with the Big Nine. They use data-based targeting to over prescribe patients, netting themselves billions of dollars. Big Pharma target and prey on people’s addictions, mental health predispositions and more, which, while undetectable on an individual level, take a widespread societal toll.

Optimistic: Health data enables prescient preventative care. A.I. discerns patterns within gargantuan data sets that are otherwise virtually undetectable to humans. Accurate predictive algorithms identifies complex combinations of risk factors for cancer or Parkinson’s, offers early screening and testing to high-risk patients and encourages lifestyle shifts or treatments to eliminate or delay the onset of serious diseases. A.I. and health data creates a utopia of public health. We happily relinquish our privacy for a greater societal good.

Watchlist: Amazon; Manulife Financial; GE Healthcare; Meditech; Allscripts; eClinicalWorks; Cerner; Validic; HumanAPI; Vivify; Apple; IBM; Microsoft; Qualcomm; Google; Medicare; Medicaid; national health systems; insurance companies.

Microsoft wants anyone to be a developer, whether they code or not [Murphy]

On 11/12/2019, in analytics, cloud-based computing / apps / other cloud-related, computer science, data related items, Microsoft, platforms, productivity / tips and tricks, programming, tools, vendors, by Daniel Christian

Microsoft wants anyone to be a developer, whether they code or not — from qz.com by Mike Murphy

Excerpt:

Computers are meant to make life easier, but the ability to actually create new functionality for them resides only with a very skilled few. Microsoft wants to make computers a bit more like automobiles—millions of people know how to operate a car, and owning one can change your life, even if comparatively few have any idea how to build an engine.

Onstage at Microsoft’s Ignite enterprise developer conference in Florida [on 11/4/19], CEO Satya Nadella announced a host of new tools aimed at making it easier for anyone to develop apps.

Earlier this year, Microsoft unveiled the Power Platform, wrapping together a set of programs it has had for a few years that allow companies to wrangle their data into understandable visualizations, and build apps using that data and Microsoft’s technologies.

REALLY?!!! “A face-scanning algorithm increasingly decides whether you deserve the job”

On 11/06/2019, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, business, career development, ethics, law schools, legal technologies, legislatures / government / legal, morals/values, society, sociology, the downsides of how people use tech, tools, United States, vendors, by Daniel Christian

A face-scanning algorithm increasingly decides whether you deserve the job — from washingtonpost.com by Drew Harwell
HireVue claims it uses artificial intelligence to decide who’s best for a job. Outside experts call it ‘profoundly disturbing.’

Excerpt:

An artificial intelligence hiring system has become a powerful gatekeeper for some of America’s most prominent employers, reshaping how companies assess their workforce — and how prospective employees prove their worth.

Designed by the recruiting-technology firm HireVue, the system uses candidates’ computer or cellphone cameras to analyze their facial movements, word choice and speaking voice before ranking them against other applicants based on an automatically generated “employability” score.

The system, they argue, will assume a critical role in helping decide a person’s career. But they doubt it even knows what it’s looking for: Just what does the perfect employee look and sound like, anyway?

“It’s a profoundly disturbing development that we have proprietary technology that claims to differentiate between a productive worker and a worker who isn’t fit, based on their facial movements, their tone of voice, their mannerisms,” said Meredith Whittaker, a co-founder of the AI Now Institute, a research center in New York.

From DSC:
If you haven’t been screened out by an algorithm from an Applicant Tracking System recently, then you haven’t been looking for a job in the last few years. If that’s the case:

Then you might not be very interested in this posting.
You will be very surprised in the future, when you do need to search for a new job.

Because the truth is, it’s very difficult to get the eyes of a human being to even look at your resume and/or to meet you in person. The above posting/article should disturb you even more. I don’t think that the programmers have programmed everything inside an experienced HR professional’s mind.

Also see:

In case after case, courts reshape the rules around AI — from muckrock.com
AI Now Institute recommends improvements and highlights key AI litigation
Excerpt:
When undercover officers with the Jacksonville Sheriff’s Office bought crack cocaine from someone in 2015, they couldn’t actually identify the seller. Less than a year later, though, Willie Allen Lynch was sentenced to 8 years in prison, picked through a facial recognition system. He’s still fighting in court over how the technology was used, and his case and others like it could ultimately shape the use of algorithms going forward, according to a new report.

2020 Top 10 Issues: Simplify, Sustain, Innovate: The Drive to Digital Transformation Begins [Grajek]

On 11/05/2019, in analytics, Artificial Intelligence/Agents/LLMs/and Related, business side of he, career development, colleges, community colleges, emerging technologies, future of higher education, game-changing environment, higher education, intelligent systems, intelligent tutoring, IT in HE, by Daniel Christian

2020 Top 10 Issues: Simplify, Sustain, Innovate: The Drive to Digital Transformation Begins — from Educause by Susan Grajek

Information security strategy
Privacy
Sustainable funding
Digital integrations
Student retention and completion
Student-centric higher education
Improved enrollment
Higher education affordability
Administrative simplification
The integrative CIO

Also see:

The 30th National Survey of eLearning and Information Technology in US Higher Education — from campuscomputing.net
Hiring and Retaining Campus IT Talent Are Challenges; Many Campus Leaders Are Not Well-Informed About nor Engaged with Digital Issues

Excerpt:

New data from the fall 2019 Campus Computing Survey highlight the challenges that IT leaders across all sectors of US higher education confront in hiring and retaining IT talent. More than three-fourths (77 percent) of the CIOs and senior campus officials participating 2019 survey cite “hiring and retaining IT talent” as a top institutional IT priority. Similarly, 78 percent point to uncompetitive campus salaries and benefits as a major problem in the quest to hire and retain IT talent. And reflecting the campus financial challenges that affect hiring and staff retention efforts, fully two-thirds (67 percent) agree/strongly agree that institutional IT funding “has not recovered from the budget cuts” experienced by colleges and universities across all sectors of higher education since the “Great Recession of 2008.”

The 2019 Campus Technology Impact Award Winners

On 11/04/2019, in analytics, Asia, CMS/LMS, colleges, community colleges, computer science, data related items, education technology, emerging technologies, future of higher education, higher education, IT in HE, platforms, teaching & learning, tools, United States, by Daniel Christian

Example products/awards:

Also see:

The List of Winners of the 2019 FutureTech Breakthrough Award — from futuretech.org.tw

Law librarians & the future of law firms [Furlong]

On 10/28/2019, in analytics, Artificial Intelligence/Agents/LLMs/and Related, business, career development, change, emerging technologies, future, game-changing environment, law schools, legal technologies, legislatures / government / legal, library / librarians, workplace, by Daniel Christian

Law librarians & the future of law firms — from aallnet.org by Jordan Furlong

Excerpt:

Law firms that want to win the highest-value, most complex work from clients will need more than just smart lawyers. They will need powerful knowledge engines to augment and amplify the skills of those lawyers, while also constituting capital assets that accrue in size and value every year. Law libraries and legal information professionals hold the key to assembling and growing such engines, and they are, therefore, the key to the future sustainability and competitiveness of the firms themselves.

3 reasons KM and learning systems will soon be amazing — from blog.feathercap.net by Feathercap staff; with thanks to Mr. Tim Seager for this resource

Excerpt:

We’re at an amazing time today as all manner of learning vendors and knowledge management systems are going through a renaissance. Vendors have understood that no one has time to learn required job skills as a separate learning event, and must gain the skills they need in real time as they perform their jobs. A big driver are the technology changes such as the availability of AI approaches accelerating this trend.

From the Knowledge management (KM) providers to the Learning Management Systems (LMS), we’re seeing big improvements. For over a decade LMSs in their present form track and deliver on-demand learning and classroom training. Then came micro learning vendors, with a focus on bite size / 10 min or less training with the Knowledge management (KM) tools and systems growing at the same time. KMs were built to make findable the institutional knowledge an organization uses for each person to do their job. Finally, we have Learning Experience Platforms (LXP), which focus on delivering and recommending micro and macro learning content (macro – longer than 10 minutes to consume) at the moment of need. There has been a downside to all of these approaches however, they all require the workforce, SMEs and content authors to manicure all this content to ensure it is both fresh and useful. Here are the three reasons all of these approaches will soon be amazing…

IT laggards could lose up to $20 billion in revenue over the next 5 years, says Accenture [Dignan]

On 10/03/2019, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, career development, change, cloud-based computing / apps / other cloud-related, corporate / business world, data related items, ideas, innovation, internet, platforms, technology (general), tools, training / L&D, trends, vision/possibilities, workplace, by Daniel Christian

IT laggards could lose up to $20 billion in revenue over the next 5 years, says Accenture — from zdnet.com by Larry Dignan
Accenture’s leaders see enterprise technologies as a system compared to independent fixes and bet on cloud, AI, big data analytics and IoT.

Excerpt:

Companies that fail to scale innovation may lose up to $20 billion in revenue over the next five years as enterprises thrive or dive based on information technology decisions, according to Accenture.

Accenture’s report was based on a survey of more than 8,300 companies across 20 industries and 22 countries. Accenture scored companies on technology adoption, depth of technology adoption and cultural readiness. From there, Accenture segmented companies into leaders, defined as the top 10%, and laggards, which represent the bottom 25%.

Also see:

Digital transformation: 3 change management mistakes to avoid — from enterprisersproject.com by Peter Bendor-Samuel
The degree of change and the pace of change both pick up during a digital transformation. Don’t let these common change management mistakes trip you up
up

The 7 biggest technology trends in 2020 everyone must get ready for now [Marr]

On 10/02/2019, in 21st century, 24x7x365 access, 3D, A/V -- audio/visual, analytics, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, Augmented Reality (AR), Blockchain, change, cloud-based computing / apps / other cloud-related, computer science, corporate / business world, Daniel S. Christian, data related items, emerging technologies, future, human-computer interaction (HCI), innovation, internet, IT in HE, law schools, leadership, legislatures / government / legal, Natural Language Processing (NLP), pace of change, platforms, programming, society, technologies for your home, technology (general), telecommunications, tools, trends, United States, Virtual Reality (VR) / worlds / learning, vision/possibilities, XR - extended reality, by Daniel Christian

The 7 biggest technology trends in 2020 everyone must get ready for now — from forbes.com by Bernard Marr

Excerpts:

AI-as-a-service
5G data networks
Autonomous Driving
Personalized and predictive medicine
Computer Vision
Extended Reality
Blockchain Technology

From DSC:
I appreciate this list from Bernard. I would also add voice-enabled interfaces/products (NLP) to this list, as well as more integration of AI into learning-related applications and services.

For the federal agencies, state representatives, senators, law schools, students in law school, lawyers, legislators, CIO’s, and CEO’s etc. out there: Are you/we ready for these? Given the pace of exponential change, how are you seeking to keep a pulse-check on these types of emerging technologies and their impacts on our society? How are you/we guiding the development of these emerging technologies?

The blinding of justice: Technology, journalism and the law — from thehill.com by Kristian Hammond and Daniel Rodriguez

Excerpts:

The legal profession is in the early stages of a fundamental transformation driven by an entirely new breed of intelligent technologies and it is a perilous place for the profession to be.

If the needs of the law guide the ways in which the new technologies are put into use they can greatly advance the cause of justice. If not, the result may well be profits for those who design and sell the technologies but a legal system that is significantly less just.
…
We are entering an era of technology that goes well beyond the web. The law is seeing the emergence of systems based on analytics and cognitive computing in areas that until now have been largely immune to the impact of technology. These systems can predict, advise, argue and write and they are entering the world of legal reasoning and decision making.

Unfortunately, while systems built on the foundation of historical data and predictive analytics are powerful, they are also prone to bias and can provide advice that is based on incomplete or imbalanced data.
…
We are not arguing against the development of such technologies. The key question is who will guide them. The transformation of the field is in its early stages. There is still opportunity to ensure that the best intentions of the law are built into these powerful new systems so that they augment and aid rather than simply replace.

From DSC:
This is where we need more collaborations between those who know the law and those who know how to program, as well as other types of technologists.

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