10 Jobs Artificial Intelligence Will Replace (and 10 That Are Safe) (2023)

As AI has grown smarter, more and more people are wondering, "Is my job safe?"

This is such a growing question that there's even a website called, “Will Robots Take My Job?” With the website's name speaks for itself. You can look up a job title and see the its likelihood of AI-driven doom.

When we started looking up our own jobs with it, we were thrilled to learn marketing managers had only a1.4% chanceof our jobs being automated or replaced by robots and artificial intelligence. And although I breathed a sigh of relief that writing has only a3.8% chanceof being automated, it made me think about job roles that weren’t so lucky.

But, those with a higher percent chance of losing jobs to AI shouldn't panic just yet. Although this website makes you think more deeply about the jobs that can and can't be replaced, it's not perfect.

Just like AI predictions, it's probably not 100% accurate -- simply because job titling isn't always a one-size fits all approach. While one type of writer may draft adventurous novels, others might write news stories or blog posts. And while one marketing manager might manage social media marketing, another might manage content.

While this site is pretty fun to explore, we highly recommend making your future career decisions based on expert advice. This will prevent you from unnecessarily panicking when AI could help your career rather than hurt it. And if you're one of the few jobs in danger, experts can show you which skills will truly future-proof your career.

To give you an idea of what jobs might be most vulnerable and which might be safe, we've compiled lists of jobs AI can and can't replace based on advice from experts, stats from the website noted above, and other research.

But before we jump into that list, we'll dive into the current state of disruption.

Artificial Intelligence Disruption is Already Happening

If you think job disruption by AI is limited to the assembly lines, think again: AI is doing a better job than humans at some aspects of sales and marketing, too.

AI can analyze sales calls far faster than any sales manager could -- in fact, it would take nine years of nonstop sales call analysis for a human being to compete, and that’s if they didn’t take vacation or sleep. And AI is already being used to develop marketers’ content strategies and email marketing playbooks -- it’s only a matter of time before it plays a bigger role in the process.

HubSpot co-founder and CTO Dharmesh Shah has a more positive outlook on the future of AI, In fact, he thinks bots and AI will make us better at our jobs and more secure in our careers, not the other way around.

The truth probably lies halfway between these camps -- in many cases, AI will serve to make our jobs easier and will make us more effective and data-driven. But the fact remains that some jobs will be replaced by machines -- it’s the essence of any industrial or technological revolution. The good news is; some jobs won’t be strictly replaced -- they just might be adjusted to account for new technologies’ “careers.”

(Video) 10 Jobs Artificial Intelligence Can’t Take Away From Humans

Based on the landmark 2013 study that inspired “Will Robots Take My Job?” we’ve rounded up some of the marketing and sales roles most likely to be replaced by robots, bots, and AI in the next few years.

This study analyzes the likely probability that a job will be replaced by automation and computerization -- based primarily on the level of routine a job has and the specialized training and social intelligence required to complete it. It’s not an exhaustive list, but it gives you an idea of what your life could look like in a few years.

10 Jobs AI Can Replace

  1. Telemarketing
  2. Bookkeeping Clerks
  3. Compensation and Benefits Managers
  4. Receptionists
  5. Couriers
  6. Proofreaders
  7. Computer Support Specialists
  8. Market Research Analysts
  9. Advertising Salespeople
  10. Retail Salespeople

1. Telemarketers

Score: 99%

Why: You probably already receive robo-calls on behalf of various products and services, and career growth in the telemarketing space is expected to decline by 3% by the year 2024. This is largely in part because of the requirements to be successful: Unlike other sales roles, telemarketers don't require a high level of social, or emotional, intelligence to be successful. Think about it -- are you likely to purchase from a telemarketer? Conversion rates for direct telephone sales are typically less than 10%, making this role a ripe opportunity to be automated.

2. Bookkeeping Clerks

Likelihood: 98%

Why: Jobs in this role are expected to decline 8% by 2024, and it's no surprise why -- most bookkeeping is becoming automated, if it hasn't been already. QuickBooks, FreshBooks, and Microsoft Office already offer software that does the bookkeeping for you that's much more affordable than a person's salary, so it's no surprise this job has such a high probability.

3. Compensation and Benefits Managers

Likelihood: 96%

Why: This one is surprising because the job growth is supposed to increase 7% by 2024. But just because there's demand doesn't make you safe from automation. As companies grow in size -- especially across multinational markets -- a human and paper-based system can present more hurdles, time delays, and costs. Automated benefits systems can save time and effort for providing benefits to large numbers of employees, and companies like Ultipro and Workday are already being widely adopted.

4. Receptionists

Likelihood: 96%

Why: Pam predicted this back on The Office, but in case you're not a fan, automated phone and scheduling systems can replace a lot of the traditional receptionist role -- especially at modern technology companies that don't have office-wide phone systems or multinational corporations.

5. Couriers

Likelihood: 94%

Why: Couriers and delivery people are already being replaced by drones and robots, so it's only a matter of time until this space is dominated by automation altogether. At the same time, this space is expected to grow by 5% by 2024, so it might not happen as quickly as you think.

6. Proofreaders

Likelihood: 84%

Why: Proofreading software is everywhere -- and we use it a lot here at HubSpot. From Microsoft Word's simple spelling and grammar check to Grammarly and Hemingway App, there are a lot of technologies out there that make it easy to self-check your own writing.

7. Computer Support Specialists

Likelihood: 65%

(Video) 10 Jobs that will completely replaced by artificial intelligence - Jobs at risk.

Why: The field is projected to grow 12% by 2024, but with so much content on the internet with instructions, step-by-step guides, and hacks out there, it's no surprise companies will rely more heavily on bots and automation to answer support questions from employees and customers in the future.

8. Market Research Analysts

Likelihood: 61%

Why: Market research analysts play an incredibly important role in the development of messaging, content, and products, but automated AI and surveys can compile this information more and more easily. GrowthBot, for example, can conduct market research on nearby businesses and competitors with a simple Slack command.

9. Advertising Salespeople

Likelihood: 54%

Why: As advertising shifts away from print and TV and towards web and social media landscapes, people simply don't need to be managing those sales for marketers who want to buy ad space. More social media platforms are making it easy for people to buy space through free application program interfaces (APIs) and self-serve ad marketplaces to remove the salesperson and make it faster and easier for users to make money -- and that's reflected in the projected 3% decline in the industry.

10. Retail Salespeople

Likelihood: 92%

Why: If you've visited a mall, car dealership, or furniture store lately, you might not have been assisted by a salesperson at all from start to finish. Companies are democratizing the shopping experience with features like self-checkout, and the modern buyer is much more internet-savvy and more likely to do internet research and make a buying decision on their own.1

1. Human Resources Managers

Likelihood: 0.55%

Why Not: It's kind of in the name -- but your company's Human Resources department will likely always need a human at the helm to manage interpersonal conflict with the help of non-cognitive and reasoning skills. The field is projected to grow 9% by 2024 as companies grow and need more robust structures for supporting and helping employees.

2. Sales Managers

Likelihood: 1.3%

Why Not: Sales managers need a high level of emotional intelligence to hit their quotas each month, network and collaborate with customers, and motivate and encourage the larger sales team. Managers also have to analyze data and interpret trends, and the high levels of intelligence required -- plus the constant need to adapt to new situations -- makes this role safe from automation.

3. Marketing Managers

Likelihood: 1.4%

Why Not: Marketing managers have to interpret data, monitor trends, oversee campaigns, and create content. They also have to nimbly adapt and respond to changes and feedback from the rest of the company and customers, making this another human-forward career AI isn't quite ready to replicate.

4. Public Relations Managers

Likelihood: 1.5%

Why Not: Successful PR managers rely on a network of relationships and contacts to procure press placements and buzz for the companies they represent, making this another completely safe role. PR managers who have to raise awareness around an issue or mission need a particularly human touch to raise funds or get people to participate in a campaign, too -- and jobs are expected to grow 7% by 2024.

(Video) 10 JOBS That Will Be Replaced By Artificial Intelligence In The Next 10 Years

5. Chief Executives

Likelihood: 1.5%

Why Not: It's nearly impossible to automate leadership -- after all, it's hard enough to teach it. Chief executives have to inform broad strategy, represent companies' missions and objectives, and motivate huge teams of people working for them. Companies may answer to stakeholders and boards of directors, who likely wouldn't want a robot giving them an earnings report, either.

6. Event Planners

Likelihood: 3.7%

Why Not: Event planning is a growing field, and if you ask anyone on our events team here at HubSpot, whether you're planning an event for employees, customers, or an industry event with tens of thousands of attendees, the planning process has many, many moving parts involved. Planners have to coordinate and negotiate with vendors, contractors, and freelancers to make things come together, and the organizational and people skills involved will make this another near-impossible role to automate.

7. Writers

Likelihood: 3.8%

Why Not: (I breathed a sigh of relief on this one.) Writers have to ideate, create, and produce original written material. AIs can do some of this with title suggestions, writing prompts, and automated social media messages, but blog posts, books, movies, and plays will likely be written by humans for the foreseeable future.

8. Software Developers

Likelihood: 4.2%

Why Not: Software engineering and development is hard enough for human beings to do, and the time and skill investment needed to create applications, software, and websites will be tough to replicate -- especially since developers need to execute perfectly to create great products for customers. The field is expected to grow by 19% by 2024, so if you're a software developer, you're sitting pretty for now.

9. Editors

Likelihood: 5.5%

Why Not: While some of the load can be lifted from editors with the automated proofreading technology mentioned previously, editors have to review writers' submission for clarity, accuracy, comprehensiveness, and originality. While there is some software that can spot-check for clarity and scan for plagiarism, the editor role must be carried out by a human in order to read work as another human would.

10. Graphic Designers

Likelihood: 8.2%

Why Not: Although there are some AIs taking small (and somewhat creepy) steps in the graphic design space, graphic design is both artistic and technical, making it an ideal role for a human being to carry out. Like writing, all work needs to be original and created to the client's wishes, so graphic design needs to be created with a human artist and editor all-in-one.

Navigating Artificial Intelligence

To get a better idea of the state of AI and how it could impact future job landscapes, we talked to two experts: Mike Lieberman, CEO and Chief Revenue Scientists at Square 2, and Kate O'Neill, author of Tech Humanist and Founder of KO Insights.

"Right now, marketers and sales leaders are applying AI to high-level generic situations like personalization and selection of content to present to prospects," says Lieberman. "Another great example is smarter email marketing like knowing when people open emails and using that intelligence to send at those times."

He adds, "What's great about this application is it does produce better results--which should be the goal of smarter AI-powered marketing."

When asked about industries that could evolve do to AI, Lieberman says, "It's highly likely that AI will supplement the advice, guidance, and recommendations from marketing agencies."

"As an example, today consultants help companies know what to do, when to do it and how to do it but soon AI-powered insights and recommendations software will give marketers their to-do list and that list is prioritized based on their specific goals," he explains. "This application is going to help them improve program performance every single day."

When it comes to roles and tasks AI can't replace, O'Neill explains that jobs which require emotional intelligence will be safer in the immediate future.

(Video) Top 10 jobs AI Will Replace in Future | Artificial Intelligence

"This is going to be a continuously moving target, but for the time being, what AI can't do well is use emotional intelligence, understand situational context, make judgment calls, and generally see nuance and meaning like we do," she says.

"That means any kind of job that benefits from these kinds of human attributes is better off done by a human. A computer or robot may assist you in performing efficiently, but for now, you're the one who adds the expertise on how to perform appropriately," she added.

However, she explains that this could change in the long-term.

"Machines will become increasingly more sophisticated and will be able to distinguish between, say, happy and sad occasions for people, or interacting with children or adults, or what tone to use in what message, and so on. And those examples are just the tip of the iceberg."

But, although some jobs may change drastically in the near or distant future, she emphasizes that AI will allow humans to spend more time on work they're passionate about rather than time-consuming tasks.

"What's exciting about this is it means we have a stage of development ahead of us where we can create more meaningful work for humans while also helping make machines more capable of offering contextually appropriate interactions."

How to Future-Proof Your Career

While AI will take over smaller, more time consuming tasks, it can't easily replace human emotions and behaviors that customers and audiences identify with. Even today, some customers prefer to talk to human customer service reps over bots when they have a problem.

Additionally, a company might always need a chief executive or managers with strong emotional intelligence or other teamwork-oriented skills.

Similarly, AI might not easily replace a creative role or service that requires employees to think outside the box or try something that hasn't been done yet.

The best way to fend off the robots is to determine the skills and traits that are irreplaceable, hone in on them, and improve upon them whenever you can.

For example, if your job requires a lot of tasks that could be done by a robot, you might want to consider taking on a project that will teach you about management or leadership.

If your company offers professional development, you could also take a course in a more creative skill, like public speaking, writing, or graphic design. This way, if your job shifts, you might easily transition into another role or seem more valuable to a hiring manger due to your unique combination of logistical and creative skills.

To learn more about how you can keep working with AI to improve your work and optimize efficiency, read our research report here.

Want to dive even deeper into these topics? Mike Lieberman and Kate O'Neill, quoted above will be speaking at INBOUND 2019 -- running from September 3-6. O'Neill will run a session titled, "Technology, Your Company, and the Future of Meaningful Human Experiences," while Lieberman will host, "The Robots Are Coming—How to Use AI to Make Smarter Marketing Decisions."

Originally published Aug 15, 2019 4:29:00 PM, updated February 21 2020

(Video) Five Jobs that Artificial Intelligence will Replace in Future


What are the 4 powerful examples of artificial intelligence? ›

Artificial Intelligence Examples
  • Manufacturing robots.
  • Self-driving cars.
  • Smart assistants.
  • Healthcare management.
  • Automated financial investing.
  • Virtual travel booking agent.
  • Social media monitoring.
  • Marketing chatbots.
17 Aug 2022

What jobs will be gone by 2030? ›

5 jobs that will disappear by 2030
  • Travel agent. It amazes me that a travel agent is still a job in 2020. ...
  • Taxi drivers. ...
  • Store cashiers. ...
  • Fast food cooks. ...
  • Administrative legal jobs.
30 May 2022

What jobs will be gone in 20 years? ›

20 Jobs That Could Disappear Forever
  • Cutters and trimmers.
  • Postmasters and mail superintendents.
  • Switchboard operators.
  • Postal service mail sorters.
  • Data entry keyers.
  • Aircraft structure, surfaces, rigging and systems assemblers.
  • Photographic process workers.
20 Aug 2020

What jobs AI Cannot replace? ›

Psychologists, caregivers, most engineers, human resource managers, marketing strategists, and lawyers are some roles that cannot be replaced by AI anytime in the near future”.

Can AI replace teachers? ›

AI in education has come a long way, but I would argue that technology won't be replacing teachers anytime soon. As machine learning and AI continue to advance, human interaction will become even more important.

Will AI replace finance jobs? ›

Because of the Covid impact, 90 per cent of business leaders are saying that robots will replace finance professionals. A third of them believe that will happen as early as 2025.

What AI do we use everyday? ›

Voice assistants, image recognition for face unlock in cellphones, and ML-based financial fraud detection are examples of AI software currently being used in everyday life.

What are the future of AI? ›

AI enables an unprecedented ability to analyze enormous data sets and computationally discover complex relationships and patterns. AI, augmenting human intelligence, is primed to transform the scientific research process, unleashing a new golden age of scientific discovery in the coming years.

How can AI help us in our daily life? ›

Prominent examples of AI software used in everyday life include voice assistants, image recognition for face unlock in mobile phones, and ML-based financial fraud detection. AI software usually involves just downloading software with AI capabilities from an online store and requires no peripheral devices.

What jobs will exist in 10 years? ›

The following is a list of 10 future technology jobs that will exist in 10 years but do not exist now.
  • Commercial Civilian Drone Operators. ...
  • Digital Currency Advisor. ...
  • Digital Locksmith. ...
  • Food Engineer. ...
  • Home Automation Contractor. ...
  • Media Remixer. ...
  • Organ Harvester. ...
  • Personal Web Manager.

What jobs won't exist in 10 years? ›

10 Disappearing Jobs That Won't Exist in 10 Years: Professions That Won't Guarantee Career Opportunities
  • Retail Cashier: $21,000. ...
  • Telemarketer: $22,300. ...
  • Freight/Stock: $23,900. ...
  • Newspaper Delivery: $24,100. ...
  • Travel Agent: $31,800. ...
  • Postal Worker: $32,000. ...
  • Taxi Dispatcher: $43,000. ...
  • Word Processor/Typist: $45,000.
7 days ago

Which jobs will not disappear in the future? ›

12 Jobs That Will Never Go Away
  • Social Workers. ...
  • Educators. ...
  • Medical Workers. ...
  • Marketing, Design, and Advertising Professionals. ...
  • Data Scientists. ...
  • Dentists. ...
  • Conservation Scientists. ...
  • Cybersecurity Experts.

Which career is best for future? ›

Best Future Careers Options In India
  1. Data Scientist. Due to the increasing amount of data that organizations collect, the field of data science is becoming more popular. ...
  2. Data Analyst. ...
  3. Blockchain Developer. ...
  4. Digital Marketer. ...
  5. Cloud Computing Professional. ...
  6. AI and ML Engineer. ...
  7. MBA Manager. ...
  8. Software Developer.
20 May 2022

What Jobs will make me rich? ›

There are certain career paths that tend to create wealth more so than most.
Top 10 Jobs That Make You Rich
  • Doctor. ...
  • Surgeon. ...
  • Investment Banker. ...
  • Corporate Executive. ...
  • Petroleum Engineer. ...
  • Psychiatrist. ...
  • Data Scientist. ...
  • Research & Development Manager.

What jobs will still exist in the future? ›

Jobs of the future: 31 professions that are and will continue to be on the rise
  • Software developers. They are, and will still be for a long time, valued professionals in the market. ...
  • Specialists in User/Customer Experience. ...
  • Creators. ...
  • Advisor to Creators. ...
  • Online teacher. ...
  • Coaching. ...
  • Personal Trainer. ...
  • Digital marketing professional.
4 Jan 2022

Can AI replace electrical engineers? ›

Can AI replace electrical engineering? AI can never replace electrical engineering in the near future since the fields complement each other. Electrical engineers use AI technology to develop and optimize machines that perform intelligent functions.

What jobs robots can't do? ›

Jobs That Robots and AI Can't Do
  • Education. While absorbing and regurgitating information is a task that AI can certainly perform, our values are something that it can never replicate. ...
  • Law. ...
  • Healthcare. ...
  • Social Work. ...
  • Design. ...
  • Writing.
16 Feb 2022

Will AI replace electricians? ›

Electricians, plumbers, and contractors are not going to be replaced,” he says. These workers solve unique challenges in varying environments — tasks difficult for machines. And white collar jobs, in turn, are no longer necessarily safe from automation.

What is the IQ of Siri? ›

Siri's IQ fell well below at 23.9, which was also lower than Microsoft Corp.'s (MSFT) Bing and Baidu, at 31.98 and 32.92, respectively. For comparison's sake, the average 18-year-old has an IQ of 97, according to the study.

Will AI replace it jobs? ›

How Many Jobs Will AI Replace? According to the World Economic Forum's "The Future of Jobs Report 2020", AI is expected to replace 85 million jobs worldwide by 2025. Though that sounds scary, the report goes on to say that it will also create 97 million new jobs in that same timeframe.

Is AI good for education? ›

AI can grade papers and essays much faster than a human can. This will give teachers more time to work with students on critical thinking skills and critical analysis skills. This would also allow teachers to focus on individual students who would benefit from their guidance.

How will AI change the future of work? ›

AI will create brand new jobs

The World Economic Forum estimates that by 2025, technology will create at least 12 million more jobs than it destroys. There will be a growing demand for data analysts and scientists, AI and machine learning specialists, digital and marketing strategy specialists, among many more.

Can AI replace engineers? ›

Their expertise empowers the designers with additional tools, which is a massive gain in competitiveness for the entire company. This new workflow also means a much smarter usage of CAE tools. In conclusion, AI approaches will not replace simulation softwares nor engineers.

Will AI take over the world? ›

No, AI will not take over the world. Movies like I, Robot are science fiction, with an emphasis on the word fiction. All that said, AI is a powerful business tool that is supporting companies and their customer service strategies. It's creating a better customer experience.

Is Siri an AI? ›

Siri is Apple's personal assistant for iOS, macOS, tvOS and watchOS devices that uses voice recognition and is powered by artificial intelligence (AI).

What Will artificial intelligence be like in 100 years from now? ›

The auto captioning, creating automatic image descriptions are few examples which has made technology accessible to people with impairments. In 100 years from now, the technology will advance to a stage where it will offer equal opportunities and comforts to people with impairments.

How AI will change the world? ›

According to the reports, AI will be better than human beings in translating languages by 2024, promoting items by 2031, and conducting surgical procedures by 2053.

Which is better it or AI? ›

The answer is simple. If a person like the intelligence part of computers and machine building, then he should opt for AI, but if the person is more interested in the conceptual and orthodox studies about computers and its models, then he must definitely opt for CS as his carrier path.

What is the most common type of AI used today? ›

Limited Memory AI

It is the most widely-used kind of AI today. For example, autonomous vehicles use limited memory AI to observe other cars' speed and direction, helping them “read the road” and adjust as needed.

Is Alexa AI? ›

Alexa and Siri, Amazon and Apple's digital voice assistants, are much more than a convenient tool—they are very real applications of artificial intelligence that is increasingly integral to our daily life.

What jobs will thrive despite AI? ›

7 Careers That Will Thrive in the Future
  • AI Scientists. Currently, digital analytics can offer people a lot of insight into different online behaviors. ...
  • Gene Designer. ...
  • Virtual World Designer. ...
  • Cybersecurity. ...
  • Real-Estate Developer. ...
  • Biochemistry. ...
  • Robot Manufacturer.
8 Jun 2022

Is AI going to replace doctors? ›

Indeed, technology may be useful in augmenting a physician's workflow or perhaps improving the quality of decision making. But technology can never truly replace what it is to be a physician and the very crucial patient-physician relationship that is unique to each individual.

Will ca be replaced by AI? ›

No, it is unlikely for Artificial Intelligence to replace accountants. It may reduce the need for accountants to do process-driven or repetitive bookkeeping tasks, but not higher-value accounting tasks.

Will AI replace cyber security jobs? ›

The answer is no; however, AI will drastically change the kinds of work cyber engineers are doing. In order for IT teams to successfully implement AI technologies, they will need a new category of experts to train the AI technology, run it, and analyze the results.

What jobs AI Cannot replace? ›

Psychologists, caregivers, most engineers, human resource managers, marketing strategists, and lawyers are some roles that cannot be replaced by AI anytime in the near future”.

What jobs robots can't do? ›

Jobs That Robots and AI Can't Do
  • Education. While absorbing and regurgitating information is a task that AI can certainly perform, our values are something that it can never replicate. ...
  • Law. ...
  • Healthcare. ...
  • Social Work. ...
  • Design. ...
  • Writing.
16 Feb 2022

What are high demanding jobs? ›

A high-demand job typically means that either there are more opportunities than qualified candidates to fill them, or that there will be more jobs available over the next several years.

Can AI replace teachers? ›

AI in education has come a long way, but I would argue that technology won't be replacing teachers anytime soon. As machine learning and AI continue to advance, human interaction will become even more important.

Will AI take over surgery? ›

AI will improve healthcare by providing a faster and more accurate diagnosis through prediction of disease patterns; however, AI can only assist and not fully replace medical personnel because it lacks the sense of human camaraderie that is needed in the operating room.

Can AI replace nurses? ›

AI Will Not Replace Nurses – While many nurses might be concerned about being replaced by a robot someday when the topic of AI is raised, the panelists roundly debunked this myth. ANA's Dr. Bonnie Clipper stressed that, “nurses will learn to incorporate AI into our practice but it will not replace the human factor.

WILL accounting jobs disappear? ›

The U.S. forecast for bookkeeping and accounting clerks is a decline of 3%, which means about 48,100 jobs will be lost by 2030. The significant changes for this once-prolific occupation are the result of profound changes in technology.

What will AI do in the future? ›

With artificial intelligence automating all kinds of work, we can think of a more comfortable future for ourselves that will create new jobs and not displace them. According to a report on the Future of Jobs by World Economic Forum, AI will create 58 million new artificial intelligence jobs by 2022.

Will audit be replaced by robots? ›

To conclude the report, audit is not becoming a machine led industry and AI will not replace the role of auditors.

Can AI replace ethical hackers? ›

48% Chance of Automation. "Certified Ethical Hacker" will probably not be replaced by robots. This job is ranked #293 out of #702.

Is cyber security better than AI? ›

Artificial intelligence is for those who want to learn more about robotics or computer-controlled machines. It's a field that has a lot to offer, yet demands a lot from students as well. More than 80% of people suggest cyber security as the best career choice for the future.

Will robots take over cyber security? ›

The answer is yes and no. While cybersecurity automation is necessary in today's vast threat landscape, its current functionality will not replace the role of cybersecurity professionals. The use of cybersecurity automation is undoubtedly on the rise.


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