Technological efficiencies will result in the biggest reduction in headcount across the U.S. banking industry in its history, with an estimated 200,000 job cuts over the next decade, Wells Fargo & Co. said in a report.
The $150 billion annually that the country’s finance firms are spending on tech — more than any other industry — will lead to lower costs, with employee compensation accounting for half of all bank expenses, said Mike Mayo, a senior analyst at Wells Fargo Securities LLC. Back office, bank branch, call center and corporate employees are being cut by about a fifth to a third, with jobs related to tech, sales, advising and consulting less affected, according to the study.
“It will be a dramatic change in contact centers, and these are both internal and external,” Michael Tang, a Deloitte partner who leads the consulting firm’s global financial-services innovation practice, said in an interview in the Wells Fargo report. “We’re already seeing signs of it with chatbots, and some people don’t even know that they’re chatting with an A.I. engine because they’re just answering questions.”
Wells Fargo’s Mayo joins bank executives, consulting firms and others in predicting huge cuts to the banking workforce amid the push toward automation. McKinsey & Co. said in May that it expects the headcount for front-office workers — the bankers and traders historically seen as among finance firms’ most valuable assets — to drop by almost a third with the rise of robots.
Front-office headcount for investment banking and trading fell for a fifth year in 2018, according to Coalition Development Ltd. data. R. Martin Chavez, an architect of Goldman Sachs Group Inc.’s effort to transform itself with tech, said last month that all traders will soon need coding skills to succeed on Wall Street.
Now, Microsoft has announced a collaboration with Swiss multinational pharmaceutical firm, Novartis. This partnership will see both firms utilizing the power of data and artificial intelligence to bring radical developments in the field of medicine.
Microsoft CEO Satya Nadella commented on this occasion in the following manner:
“Our strategic alliance will combine Novartis’ life sciences expertise with the power of Azure and Microsoft AI. Together, we aim to address some of the biggest challenges facing the life sciences industry today and bring AI capabilities to every Novartis employee so they can unlock new insights as they work to discover new medicines and reduce patient costs.”
As part of this team-up, Novartis has found a new AI innovation lab that will be performing research through commercialization, improving the firm’s AI capabilities. Moreover, Microsoft has been selected as Novartis’ strategic partner as part of this endeavor. This move helps Novartis establish key milestones in its goal of focusing on ‘data and digital’.
The multi-year research partnership between both companies will be centered around two main objectives, which have been highlighted below:
AI Empowerment. The lab will aim to bring the power of AI to the desktop of every Novartis associate. By bringing together vast amounts of Novartis datasets with Microsoft’s advanced AI solutions, the lab will aim to create new AI models and applications that can augment our associates’ capabilities to take on the next wave of challenges in medicine.
AI Exploration. The lab will use the power of AI to tackle some of the hardest computational challenges within the life sciences, starting with generative chemistry, image segmentation & analysis for smart and personalized delivery of therapies, and optimization of cell and gene therapies at scale.
The development of next-gen AI platforms will be supported through investments in the form of project funding, subject-matter experts, technology, and tools. Novartis associates will aim to analyze and organize large amounts of unstructured data using Microsoft AI, and as a result, help make key discoveries in medicinal fields.
Both companies will also perform joint research endeavors on the Novartis Campus in Switzerland, at the Novartis Global Service Center in Dublin, and at Microsoft’s Research Lab in UK. There will also be particular focus on some key areas to help find transformational approaches through AI, which include personalized therapies for macular degeneration, cell and gene therapy, and drug design.
Technology law is perhaps the hottest, most in-demand branch of the legal profession today. You may not have heard about it, but tech law helps keep you and your information safe. It also ensures a fair and competitive marketplace for sellers and buyers, and may soon provide answers to some of modern society’s biggest questions, such as robotics and artificial intelligence. So with that in mind, here’s what you need to know about technology law.
What is technology law?
The rise of technology brings huge benefits for businesses, consumers, entrepreneurs, and pretty much anybody who has a message they want to share with the world. But it also creates an entirely new set of problems and ethical dilemmas. For example, new technologies mean we can arrange our finances while sitting in a train station cafe or send holiday snaps halfway around the world to our friends and family back home. However, with so much of our information floating around in the digital space, we automatically become more vulnerable to hackers, potential fraudsters, or commercial negligence. This is where technology law comes into play. Although its remit is expanding all the time, technology law is primarily concerned with building the framework for the collection, storage, dissemination, and uses of information in the digital space.
Technology law also focuses on intellectual property rights, a complex branch of the legal system that deals with disputes over who ‘owns’ intangible ‘property’, such as creative works, patents, copyrights, and trade secrets. Technology law helps protect the creatives who come up with these ideas and also ensures rights concerning the distribution of their work. For example, an author may sign a contract to write a series of hardback novels, but what if the publisher then decides to release them in ebook form? Or hire a famous actor to become the voice of an audiobook? Electronic rights make sure all parties understand how a creative work will (or could be) distributed and what percentage of the royalties go directly to its creator.
The third main focus for technology law is software licensing. For many large and small businesses, computer software is a critical part of maintaining their services and satisfying customers. But as technology evolves, so does the software. This forces businesses into updating their existing programs or sourcing costly alternatives which inevitably disrupt their commercial activities. Subsequently, providing new software to business means big profits, but it also creates the potential for exploitation. Again, this is where technology law steps in to ensure a fair but competitive marketplace which benefits all parties. It does so by regulating any issues relating to software installation, troubleshooting, and warranties.
Protecting people from the future
Technology law isn’t going anywhere soon. In fact, it will only become more and more important as new technologies emerge. And it won’t just focus on the technical issues like data storage, property rights, or the technicalities of licensing agreements. Instead, it’s going to have some pretty big issues to tackle, issues that could have a profound impact on almost every aspect of our lives.
Donald Trump introduced the term ‘fake news’ into or vocabulary during his 2016 presidential campaign. And while there was nothing particularly original about pointing out media bias, the subsequent fascination with ‘fake news’ revealed how a large section of the public no longer trust mainstream media sources. But what happens when we can no longer distinguish between what’s fake and what’s real? Well, we might find out sooner than we would like. A few months ago, an unnamed software developer designed an AI neural network audio program that mimicked the voice of Dr. Jordan Peterson, a Canadian psychology professor whose writes and speak about free speech issues and the state of academia today. The ‘deep fake’ software allowed users to make Peterson say whatever they wanted, with worrying consequences. While it’s still possible to spot the difference between the real and the fake Peterson, the similarities are starling. What’s more, these kinds of technologies are still in their infancy, and who knows where they might lead us to? If ‘deep fake’ tech becomes indistinguishable from the real, then whoever controls the technology could wield an enormous (and terrifying) amount of power.
Similar concerns were raised by PayPal creator Elon Musk and philosopher Sam Harris. In a series of interviews and podcasts appearances, both have warned about the dangers of devolving too much responsibility to artificial intelligence and the impact of automation on the unskilled and semi-skilled labor markets. Predicting the future has always been extremely difficult, but emerging technologies have made it practically impossible. Still, whatever the future brings, technology law will likely play a vital role part in regulating how we can use the next-generation technologies, or even we can even use them at all.
Studying technology law
Technology law is a relatively new field, but there is a wide range of postgraduate programs that will help you move into this exciting legal field. Entry requirements typically include an upper second class undergraduate degree in law, although many colleges will accept applications from students who specialized in social science. Like with most postgraduate courses, tech law programs take one or two years to complete and are split between core modules and optional classes that allow you to focus on your specific areas of interest. Core modules include law of e-commerce, the legal challenges of information technologies, and international and European media law. You can then go onto to look at things like medical negligence, cybercrime, patent legislation, and even space law!
If you coming from a law background, you will know what to expect from a master’s program. But if this is your first time studying law, then get prepared for lots of reading. Law is an academic subject involving abstract concepts with countless opportunities for internal contradictions, revisions, and refutations. This requires students with strong analytical skills and a methodical approach with an exceptional eye for detail. But you will also have to present your ideas, which means you will need to get comfortable speaking and defending your ideas in front of other people. Such things do not come naturally to many of us, especially those who are more of an introvert. However, like almost anything else, public speaking is a skill that anyone can learn. So get practicing. You can even take public speaking lessons for some extra tips on how to capture and hold an audience’s attention.
Career prospects
There are lots of career opportunities for anyone with a degree in technology law. One of the more traditional routes is securing a role in a private firm which specializes in tech law. You will then guide and represent clients, helping them to seek solutions to their digital problems. This varied and interesting role could involve advising companies on new legislation, making sure they stay compliant at all times. Alternatively, you may find yourself supporting them through a legal dispute or even representing their interests in a courtroom.
Other graduates go on to work for charities, government organizations, or the regulating bodies that write the rulebooks for the digital space. Banking is another popular career choice for tech lawyers. Since the crash of 2008 and the revelations surrounding some rather dubious practices, banks and other financial institutes are under huge pressure to protect their customers’ interests and personal information. Every bank and insurance company has its own internal compliance and risks department, which either consults or employs people with a solid background in technology law.
CSOonline reports hacks and data thefts, made possible by insufficient security, cover-ups, or avoidable mistakes have cost firms a whopping $1.23 billion and counting. Given how much is at stake for companies, they are more than willing to pay high salaries to the right people in the field of technology law.
Studying technology law is a great option for anyone looking to build an interesting, varied, and well-paid career. It’s also one of the fastest-growing areas of the legal profession and is set to play a fundamental role in what the future will look like. So if you want to have your say, get enrolled in a program before the start of the next academic year…
They’re longer than classics like Henry David Thoreau’s “Walden” and modern hits like J.K. Rowling’s “Harry Potter and the Prisoner of Azkaban” but nowhere nearly as engaging.
Yet each week, American state and local governments crank out the doorstops by the dozens, creating a dismal stack of soporific homework for money managers studying whether or not to buy their bonds.
So Morgan Stanley, one of Wall Street’s biggest investment banks, experimented with farming out the job of reading 120,000-word bond prospectuses to robots, seeing if the results could yield a sort of CliffsNotes that may separate the signal from the noise.
Strategists Michael Zezas and Mark Schmidt ran 150 official statements through a machine-learning program. They said it revealed some patterns that could help investors avoid credit-rating downgrades or defaults without reading through hundreds of pages of reports.
They focused on bonds issued by local agencies that are backed by riskier projects like continuing-care retirement centers, hospitals and speculative real estate developments. That’s where doing close research is most important because local governments almost never default on their own bonds. Here’s some lessons:
More words, better odds: Official statements for continuing-care retirement centers that didn’t default averaged 20,194 words longer than those that did, they found. The tendency also held true for so-called dirt bonds sold for real estate projects.
Executive bios: Speculative developments tend to rely on the word “Mr.” to highlight the management of the project, since the riskier deals need to play up their executives’ skills as a key selling point.
Boring is better: Higher-quality debt tended to have more references to the financial statement than defaulted or downgraded debt. The more “boring” the documents, the better, the strategists said.
It was Morgan Stanley’s first time using natural language processing on municipal-bond issuers’ official statements, Zezas said in an email. The bank reported the results to clients to show how Morgan Stanley takes a quantitative approach to its research.
He said they used relatively new techniques and principles outlined by a Stanford University professor, who experimented with it as a way to sift through the huge amounts of information involved in modern political affairs.
Zezas said the bank plans to further test its conclusions. Their next step is to gather more official statements, get more data and solicit feedback from clients. The bank said the findings could help analysts when they are asked to provide a quick take on a new bond deal, not serve as their computerized replacements.
“We don’t recommend cursory credit analysis,” Zezas and Schmidt said in their report to clients. “However, sometimes a simple rule-of-thumb can help.”