Career questions tagged automation
How high is the job for web scraping and automation ?
I just have learn python on CS50 and am learning beautifulSoup now because I want my skill to base on web scraping and automation so I want to ask how high and fast to get job on it
How to get a job in web scraping and automation ?
I need a remote job on web scraping and automation and where to get it
I keep hearing over and over that it is important in one's profession to have "AI skills". I understand how AI is going to change the work force in the future, but what particular AI skills are important to have?
So far I am a SME with AI computer hardware, networking and infrastructure. I have built an agent at home, used few shot tuning on a generic LLM, and did a resume builder and mock interview on it. I have a small prompt library that I keep at work and at home, slowly expanding to making skills and eventually larger tools. Is this enough to say "I have AI skills"? Is this going to become the same thing as saying "I have MS office and internet skills" in the future? Should I be focused on training, prompting, building, RAG, embeddings, ethics, coding, APIs, genAI, model tuning, agentic workflows, and certifications before I say I have AI skills? Basically which skills are desired or required in the future?
What does the accounting industry forecast the future use(s) of ChatGPT to assist in solving accounting problems (i.e., quality control, adherence to industry standards, etc.)?
As ChatGPT is becoming more developed and popular, I'm interested in the future application of this AI tool to the accounting industry but also have reservations on the level of trust using it
What can I do to prepare for the high levels of uncertainty in the entry-level engineering space as AI capabilities advance. As an upcoming graduate student, how can I be confident that my academic path is a solid investment in my future?
I am going back to school for a Masters in Robotics. I can't help but be anxious about the cost and the risk of job displacement.
Will AI take over cybersecurity jobs?
How likely is it that cybersecurity jobs will be taken over by AI Is it still advisable to start a career-path in this field and how best to go about it? I am in 7th grade in Switzerland and start my career selection next year and am not sure if this is a good direction or not.
What do you think the effects of AI will be on the graphic design industry in the next 10 years?
I am a high school senior majoring in graphic design in college, and I wanted to know what my opportunities will be later in the future. #Spring26
What skills or technologies should I prioritize learning outside of the standard coursework that helps me stand out and be a high value candidate?
With the rise of AI there is a lot of fear mongering occurring in our world where many people are fearful they may not have a job in the next couple of years. However, after speaking to many professionals many say that AI is rather like a tool useful to be more efficient in their everyday work. With that, skills like excel that used to stand out within candidates are now being taken over by AI. This means the skills that allow candidates to stand are different now, and I would like to know what that is. I am currently a freshman in college. I am an accounting major with a minor in psychology and I would love to know what are your thoughts on AI, and how you think technology will continue to grow and expand, and how that will affect our careers.
How will Ai affect the future of engineering? Will it take over or just enhance it?
Is engineering a good field to go into right now and if so will it still be good in 2029?
is ai ever going to stop growing?
it has grown so much since 2022
how is ai used in everyday life?
how is it used in people jobs
what are the hard parts of working ai?
is there anything i should be worried of
skills needed to work in ai?
after looking you need a mix of technical expertise
How can I integrate AI as a tool with my school life and not like a crutch? Something where it's easier with it but I can work without it? #Spring26
I am a CS major and just would like to learn how to better automate some mundane tasks so I can focus more on the important stuff.
To what extent is the accounting profession at risk of being replaced or transformed by artificial intelligence?
I am a graduating senior looking forward to study accounting in college.
How can I best leverage AI and automation tools in my future remote bookkeeping or audit roles to move beyond data entry and into high-level financial strategy#Spring26 ?
How can I best leverage AI and automation tools in my future remote bookkeeping or quit roles to move beyond data entry and into high-level financial strategy? #Spring26
What technology positions will be eliminated by AI in the near future?
I don't want to invest time and money into a career path that will be obsolete in 1-5 years
Should I still major in finance with the upcoming of AI?
I'm a highschool student and I'm interested in majoring in finance in university but I'm a bit worried with AI taking jobs. The jobs I'm interested in are accounting, investment management/banking and financial analysis. I currently do maths, economics, business, english and physics. Is it too risky to continue in finance or should I consider another career choice while I still can ?
As I am a mechatronics engineering student, which career would be apt for me?
I am currently in my final year of undergrad college. I always had immense interest in robotics, physics, mechanics and computers. But now, I seem to be far behind than my peers regarding skills and projects. Only my degree will act as a credible experience in mechatronics. I need some advice on how to reset or move forward in the mentioned domains, so that I can acquire and hone my skills, and land on a career. (This question might be vague, but I'm honestly clueless on what to do)
What skills are more valued in tech fields now that AI is everywhere?
What skills can I or should I learn to prepare for a potential career in tech in a world where AI is doing so much of people's work?
What are the most impactful innovations in Computer Science for 2026, and which career paths best align with them?
As we move through 2026, the field of Computer Science and Engineering (CSE) is shifting from experimental phases to "hyper-adoption" across several breakthrough areas. I am interested in understanding which specific recent innovations are currently redefining the industry and what professional roles are emerging as a result. Specifically, I would like to know: Which recent innovations (e.g., in AI, Quantum, or Edge Computing) are considered the most "game-changing" for 2026? What specific career paths should students or professionals target to stay ahead of these trends? What foundational skills are now "non-negotiable" for these new roles?
Pivoting from IT Generalist to Specialized Expert
I’ve been in IT for nearly a decade, primarily working in support and analyst roles. I’ve built experience across several areas such as basic automation, basic software development, basic networking, and basic cybersecurity. What I mean by basic is I took classes in my local community classes. While this has made me a strong generalist, I’m now looking to take my career to the next level by specializing in a specific discipline or industry. I’d like to transition from being a “jack of all trades” to becoming deeply skilled in one area. For those who have gone through a similar pivot, how did you identify the right specialization, and what steps did you take to test the waters before committing?
Will Artificial Intelligence take the place of jobs in IT?
Artificial Intelligence is rapidly growing every year. THE BIG QUESTION, "Will it take place of people's jobs?" I am curious to here your thoughts and knowledge on whether you think AI will take the place of jobs in IT.
What major should I choose for a career in robotics Mechanical or Electrical Engineering??
After college, I'd like to pursue robotics to create new ways to reduce humans' negative impact on the environment. I'm interested in both mechanical and electrical engineering, but I don't know which one would be best for this. Any help would be greatly appreciated! Thank you!
What operational tools and automation techniques can help a small online business scale efficiently without significantly increasing overhead?
I am specifically looking for practical recommendations for a small online business (e-commerce, digital services, or similar). I would like insights on: Which operational tools (project management,accounting, etc.) are most effective for small startups. Automation techniques that save time, reduce errors, and improve efficiency without adding significant costs. How to prioritize tools or automation strategies depending on business size or growth stage. Examples of tools that are cost-effective, scalable, and widely trusted by startups. I am looking for actionable advice rather than general suggestions, ideally with examples from real small businesses or case studies.
Should I get a laptop for Engineering-Related programs? If so, which one should I aim for?
I am planning on going to Oakland University for Mechatronics and Robotics Engineering. What kind of laptop should I purchase for CAD/Automation related programs? I’m on the fence between a MacBook (I don’t think it’s a great idea, since SolidWorks is Windows oriented) and a Lenovo ThinkPad (they’re really expensive) I have a very strong PC at home, but I am wondering if I should get a laptop I can use in class. If there are other suggestions around $2k, it would be much appreciated!
What careers would be possible with a Mechatronics degree vs Mechanical Drafting degree through a trade school.?
I am considering two different paths after graduating from high school. One would be a traditional college route with a four year degree in Mechatronics. The other would be a nearby trade school that offers an Associate degree in Drafting/Design and provides job placement assistance. For the past few years I have been on my school's robotics team and really enjoy designing the robot in CAD then 3-D printing all the parts to build it. I think both pathways lead to a similar career, but one is quicker and a fraction of the cost. Am I correct in this?
What careers are becoming less relevant because of AI?
And if your own field is shifting, how are you adapting? We are watching AI slowly reshaping industries, automating routine jobs, transforming how we work, and challenging long-held career paths. But that leads to a bigger question... What career paths should the next generation focus on if they want to stay relevant in the next 10–30 years?
What to do when you're entering an engineering class with no previous interest/knowledge?
I recently enrolled in a college for Automation Engineering. I thought it seemed like a cool and hands-on type of class, but never in my life have I had any association with engineering. It was never a hobby of mine, I never took any after-school classes for it, and I have never done any prior research about it. I am now regretting my decision for picking this field of study, because I barely know anything about it! It simple to watch a couple videos or research articles online about engineering, but I wish I had some previous experience. I guess my question is; have you ever gone into a major blindly? Specifically engineering. How do you combat feelings of doubt, and is it difficult to be in an engineering class if you previously had no interest or knowledge in it? #Spring25
With the growth of AI, would job availability and salary potentially change for those just entering positions working as a software developer?
I recognize that AI could potentially take over many jobs, especially in the field of information technology, because it could possibly do the same thing faster, better, and cheaper. I was wondering if there is a high possibility for AI to make it so there are fewer positions and/or lower salaries for those working as software developers, as their work becomes less and less desired.