Ai vs software engineering reddit
- Ai vs software engineering reddit. 6. r/engineering is **NOT** for students to ask for guidance on selecting their major, or for homework / project help. Maybe in 20 years we will figure it out and software engineering will have a lot more women, but you can't ignore the current lay of the land. you must read this blog as it cleared all the aspects Data Science Vs Software Development Which is more rewarding It seems like medicine might be more resistant to AI replacement due to being in a strictly regulated field and often requires physical work. Or even more offensive work, finding vulnerabilities in specific pieces of software. g. They may open doors, get a recruiter callback, but you still have to go through the tech interview process. I'm going back to study Software Engineering (minoring in CS) and I'm wondering if I should get a Macbook Pro or a high-end Windows laptop. you'll be told what to do), go for software engineering. I figure a Macbook might open development opportunities specific to that OS, while as I mentioned I could still use Windows software with a dual boot or emulator. Content creators and marketers are constantly looking for ways to streamline their processes and deliver high In today’s digital age, businesses and individuals are constantly seeking innovative ways to captivate their target audience. As for salaries, software engineering pays more than data science on average. r/engineering is a forum for engineering professionals to share information, knowledge, experience related to the principles & practices of the numerous engineering disciplines. Definitely. You can literally Google it. The idea of software engineering seems daunting though, since I cannot truly see myself developing a program by myself. Developed by Software engineering is a rapidly growing field, with the demand for skilled professionals skyrocketing. Imo a data engineer with backend skills is what most businesses want. There's more to Software Engineering than just coding. It's mostly been problem formulation, building data pipelines, feature engineering and deployment/infra. In software, very few people actually work on the engineering side and those areas hire lot of people with engineering degrees - compilers, operating systems, networking, performance improvement beyond what is given in manuals or on Stack Overflow etc. AI is always the main impediment for robotics, though power/batteries can be an issue, too. One way to gain a competitive edge is by incorporating advanced technologies into y In today’s digital age, network security has become a top priority for businesses of all sizes. I have an interview scheduled for this. Here, we discuss the application, challenges, and future of AI in the software engineering realm. You can't compare the lows to the lows because the "low" is easier to get in tech than it is in IB. You need to constantly upskill to keep up with the times. One such industry that has greatly benefited from technological advancements is structural engin Are you considering a career as a QA software engineer? If you have an eye for detail and a passion for technology, this might be the perfect job for you. Engineers are constantly looking for ways to streamline their processes and increase produ With the advancement of technology, architects and engineers now have access to a wide range of powerful tools to assist them in their work. "Machine Learning Infrastructure Engineer" is also another As far as I can tell, ML engineering is 95% software engineering anyway. If software devs and other related employees become multiple times more productive with AI's like gpt 4, 5, 6, etc, would that not drastically reduce the demand/wage for these jobs? I see so many people in these fields and whenever this question is raised all I see is lame excuses based on cope and biased self-preservation. AI engineer is a specific kind of software engineering expertise, one not all software engineers have. In that case, go with Software Engineer. It's just who I am. My university has both Software Engineering and Computer Science courses and they're both BSc (Hons). Personally I think that early in you career you should try to work on improving your software engineering skills. With millions of active users and countless communities, Reddit offers a uni In recent years, machine learning has become a driving force behind technological advancements and innovations across various industries. Especially in startup space, this would be extremely good skill set. With the rise of AI and risk that it poses to software engineering roles, I have been thinking about pursuing computer engineering as it holds aspects of CS with the addition of Electrical Engineering. Machine Intelligence courses include : Data Mining and Machine Learning, Introduction to the Analysis of Algorithms, Artifical Intelligence, Probability / Applied Regression Analysis, and 2 other CS electives. If you ever seen the role "Software Engineer - Machine Learning" that's pretty much interchangeable with ML Engineer. I'm not saying AI won't improve, but let's be real, we're talking about machine learning for LLMS. One such solution that has been revolutionizing industri In today’s digital age, having a strong online presence is crucial for the success of any website. I have a good combination of skills that will allow me to keep moving up in my career over time through a combination of experience, soft skills, management skills, etc. One of the most p In recent years, the field of photography has undergone significant transformations thanks to advancements in artificial intelligence (AI) image software. It is much slower than AI as it’s currently talked about in popular discourse. From designing complex structures to analyzing the impact of natural disasters, civil engineers m In today’s digital age, quality assurance (QA) is a critical aspect of software development. One of the key components of AI is AI so Reddit is a popular social media platform that has gained immense popularity over the years. With millions of active users, it is an excellent platform for promoting your website a In today’s technology-driven world, the field of education is constantly evolving to meet the changing needs of students. The two that I am most interested in are Software Engineering and Machine Intelligence. The good news is: you can start as a software engineer, get 3 years of experience in SE and then switch to MLE. If you enjoy coding more, do ML Engineer. The first rule of being a software engineer is to be adaptable. Stuff like knowing how to write good maintainable code, use CI/CD, tests, Docker and similar will always be useful, no matter in which company you'll work. In order to excel in this Becoming a software engineer is an exciting career path, and with a Bachelor’s degree in Technology (B Tech) in Software Engineering, you have the necessary skills to thrive in thi In today’s digital age, search engine optimization (SEO) has become an essential practice for businesses looking to increase their online visibility and attract more customers. From developing applications to solving complex problems, In today’s fast-paced digital world, software engineering has become a highly sought-after career path. Others may prefer the stability and higher income of a software engineering career. Only a few AI jobs deal with research using actual PyTorch/Tensforflow models, datasets, etc, and even then most of these people work around AI, like dataset generation/augmentation/labeling. As businesses increasingly rely on digital solutions In today’s fast-paced digital world, writing has become an essential skill for professionals in various industries. The curriculum what matters. With millions of users and a vast variety of communities, Reddit has emerged as o Reddit is a popular social media platform that boasts millions of active users. CSCareerQuestions protests in solidarity with the developers who made third party reddit apps. As the demand for high-quality videos continues to rise, In today’s digital age, businesses are constantly seeking ways to streamline their workflow processes and increase efficiency. CS degrees, Masters CS degrees, coding bootcamps, etc. The engineering involved in the process, the manufacturing, and the tying of the system together creates an inherent costs to just one iteration of a robot. Posted on by. AI/ML is typically product oriented with an engineering focus. com. Cardano is a decentralised public blockchain and cryptocurrency project and is fully open source. Software engineering Curriculum includes a lot of group projects involving simulating the software development lifecycle. If you are dead set on software roles as a physics major I would focus on roles requiring a specific skill set at which I am better than CS majors. Yes, AI reduced some types of jobs from the industry, but it created much more new jobs to the same industry. So you will get more AI engineer jobs, but not enough to replace the jobs it's eliminating. For this I'd take the Machine Learning engineer position. ML Engineer is just a specialized Software Engineer. This is a highly demanding engineering task and understanding the guts of machines and proper software engineering is really important to it. ), it is much more advantageous to start your career with jobs which are related to ECE rather than tech engineering jobs. Overall I do think you're better off in engineering. It's almost 9 years in profession that I am developing software and I really enjoy it. After all, software a re engineers are the ones writing AI, and the only field they're guaranteed to be familiar with is software engineering. It will get more sophisticated. The only way I can see AI truly destroying jobs is when we have what is called Strong AI. AI is a potential force multiplier, allowing one engineer to do the job of 10 (arbitrary number). An AI tool for writing is a software application that utilizes a In today’s fast-paced world, technology plays a crucial role in various industries. IMO the more experience you have the more clear it becomes that the varying and perpetually updating requests/needs from the stakeholders make it close to impossible for any modern iteration of AI to even come close to filling this void and realistically I don't see any sizable percentage of jobs being replace by AI within the next 20 years, even if AI becomes leaps and bounds more capable in What’s your take on AI and how will it affect engineers in the near future? Recently we have seen an outburst of several AI features that for instance can write thousands of lines of codes in under 10 seconds, finds errors and debugs codes, can do documentation, gives technical solutions to problems both in hardware and software, analysis of data and a wide array of other processes. There's also a matter of input data. Software Engineering/Computer Science. A developer is like a construction worker while the engineer is like a construction worker that is also the architect. reddit's new API changes kill third party apps that offer accessibility features, mod tools, and other features not found in the first party app. It's more coding and less "science". I've spoken with cyber security engineers who want to do software engineering because they currently are working tons of hours in a thankless job. Whether you are a professional photographer, a graphic designer, or a Are you considering a career in the tech industry? If so, you may have come across the terms “software engineer” and “software developer. ” While these two roles are closely related Software engineering is a lucrative and in-demand field, but what kind of salary can you expect as a software engineer? In this comprehensive guide, we’ll explore the current state In today’s rapidly evolving technological landscape, software engineering has become one of the most sought-after professions. If you’re an incoming student at the University of California, San Diego (UCSD) and planning to pursue a degree in Electrical and Computer Engineering (ECE), it’s natural to have q In today’s digital age, search engines have become the go-to tool for finding information. B Tech graduates in software engineering have a wide range of opportunities In today’s fast-paced engineering industry, time and efficiency are of utmost importance. However, it is important to recognize that AI is only as good as the data it is fed. It's not some obscure 9th page result. There are many flavours of AI Engineer but two that might apply to you are : engineering large clusters of GPUs and databases so as to train AI models. You can be a security engineer for software development team which is a good option IMO the best of both worlds. Sure AI is good with the grainy details of programming but maintaining and implementing technologies that work together especially in huge code bases is the job for Software Engineers. If you’re an MLE, you may be on similar pay with software engineering. With millions of active users and page views per month, Reddit is one of the more popular websites for In recent years, the world of audio engineering has witnessed an incredible transformation with the advent of Artificial Intelligence (AI). Many people are curious as AI and machine learning develop: will AI eventually replace software engineers? A software engineer’s primary responsibility involves designing, developing, testing, maintaining, and improving software applications that cater to user needs. So one thing that I have found important if you want to be an AI/ ML engineer is getting good at software engineering. One name that stands out in this field is Unlike Twitter or LinkedIn, Reddit seems to have a steeper learning curve for new users, especially for those users who fall outside of the Millennial and Gen-Z cohorts. Consider that a regular team on a robotics project will require a couple MEs, a couple EEs, and usually a greater handful of software guys. The outcome isn't very clear, but 99% of jobs in software engineering gone has no solid premise. A software engineer is not the same as a software developer. More than likely starting as a low level swe. Or security engineering and "prod sec" taking some responsibility for the security of your company's software, making architecture decisions, building secure libraries, etc. You can definitely be a programmer in the industry with CS, but you'll learn more about practical programming and software development with an Engineering degree vs. You shouldnt let anyone say "you can't do sofware because you're a chick" and that's not what Im saying. The integration of AI and ML technologies in engi In the world of structural engineering, truss design is a critical component that ensures the stability and safety of buildings, bridges, and various other structures. It doesn’t require coding but it is essential in some duties/tasks. Research into novel or cutting edge models isn't a major part of my job. In the later years, Computer Science is more theoretical whereas Software Engineering involves building software. Cardano is developing a smart contract platform which seeks to deliver more advanced features than any protocol previously developed. One of the most popular choices among engineers is Catia v5. The title doesn’t matter at all. What a good question! :)) Well, what I meant was neither of these two. I hear tons of complaints from software engineers who want to switch careers because they work toms of hours in a thankless job. It turns out that real people who want to ma In today’s fast-paced digital landscape, businesses are constantly seeking innovative solutions to gain a competitive edge. 80% of work is building infrastructure (backend services, data processing pipelines and a variety of tools) and only 20% is building and training models. I was wondering how do the software engineering and forward deployed engineer roles compare for someone like me. it has (advanced) probability and statistics, regression analysis, 1-2 trimesters of bayesian methods, multivariate analysis, stochastic methods, monte carlo, time series, network science, maybe causal inference etc. Software engineering has less uncertainty: if you’re a good software engineer and put in the necessary time, you’re guaranteed a positive outcome. In ML you can easily lose friendships, relationships and ultimately health over 14h work days and still have nothing in the end. in general data scientist roles will have different I actually work in this niche, so I can tell you there are dozens of specialties where the name of the game is software engineering applied to infrastructure. Very few people work with the actual deep learning component of AI. If you want a path that is fairly straightforward (i. Whereas quantitative analyst will always be needed to interpret complex data sets and orient decision making. The engineer at Citadel is gonna pull 300-400k first year while the Goldman guy won't make 200k first year. It’s a much different skill set than All of this is personal anecdotes but I've been in the industry for a decade now and anyone who worries about AI taking their job atm needs to stop listening to the marketing. With millions of searches conducted every day, it’s no wonder that Google is con In today’s digital age, images play a crucial role in capturing attention and conveying messages effectively. the only relevant part of a job title is words like Senior or Lead that indicate the level of the position. This influx of data presents both opportunities and challeng In the fast-paced world of content production, time is of the essence. One technology that has been making waves in variou In today’s rapidly evolving technological landscape, businesses are constantly seeking innovative solutions to streamline their operations and improve efficiency. You get experience in software engineering, by actually working as software engineer. However, I am curious about machine learning and I learn about it regularly. We would like to show you a description here but the site won’t allow us. If you roll back 30 years, electrical engineers WERE the software engineers, it's a nice adjacent field. Edit: reddit is weird. No, AI isn't gonna replace us. lol this is basically the only helpful type of answer possible. An example of where the senior / staff engineer in that role ends up: Sr. Staff Embedded Firmware Engineer and that is a lot more engineering than most software developers do. As Software engineering is a dynamic and rapidly evolving field that plays a crucial role in today’s technology-driven world. I was actually pointing to an area of Software Engineering called Software Product Line Engineering. alone wont get you SWE job offers. The "Engineer" title has me prestige, so they have it to everyone completely eliminating the reason for the prestige. Or if you are a bad enough engineer that it can be done by AI then maybe it's time to up skill a bit. Read the book Clean Code, I think it’s the best starting point for writing production level software. They are quite similar though, especially in the first year, they have other modules in common. With the increasing number of cyber threats, it is essential for organizations to ha In today’s fast-paced digital world, video content has become a powerful tool for businesses to engage with their audience. Even now, I use GPT when I write code, but I still decide the design. and of course statistical machine learning In terms of Data Engineering I am currently moving from analytics to engineering partially because I see this as a more secure area when AI is changing the sector. One such groundbreaking technology that Reddit, often referred to as the “front page of the internet,” is a powerful platform that can provide marketers with a wealth of opportunities to connect with their target audienc Artificial Intelligence (AI) is transforming the way businesses operate, and AI software applications are at the forefront of this revolution. Please help me by comparing the two lines, I need a few data points. petrochemical), you may find that the engineering degree may come in more helpful. With its vast user base and diverse communities, it presents a unique opportunity for businesses to Artificial Intelligence (AI) has become an integral part of our lives, revolutionizing various industries and transforming the way we work. I was in a CS masters program and later switched to a software engineering program. If it looks like an MSc Statistics, i. These all benefit and tie in much more closely with software engineering than IT. For example: ML / AI (due to your superior math skills) or physics simulation software / aerospace and defense software. As a next level to my career, I want to get into machine learning. But at one point, being a software engineer meant actually being engineer; whereas a software developer or computer programmer was a person who wrote software. Adding to your point regarding SE's malleability: if interested in pursuing software engineering that is more ECE-based (embedded software engineering -- firmware development, driver development, etc. Long run though, I agree with your premise. Need a manager? AI will learn your hand books and audit employees as well as taking daily updates and delegating tasks. Hi people, I am currently working as a software engineer in FAANG, and am contemplating moving to the quant research careers in the trading industry via a Masters in Financial Engineering / Computational Finance. A software developer is not software engineer Software development is a subset of software engineering. One such tool is 3D building software, Autocad 3D software is a powerful tool that can significantly enhance the efficiency of mechanical engineers. Otherwise, you can move back The rise of AI brings with it the potential for an incredible amount of value. Most of my C++ and JavaScript assignments ended up with me googling a lot of problems--which I heard was normal for programmers, but I am paranoid that I'll be totally lost in a software engineering focused career. Software Engineering is about seeing the big picture and making big picture decisions. From chatbots to image recognition, AI software has become an essential tool in today’s digital age Are you looking for an effective way to boost traffic to your website? Look no further than Reddit. There are highly configurable software systems that you can configure based on your specific needs, and create a tailor made software (example: Linux Kernel). There will always be software engineering which will require a human mind - but even these will be assisted by AI. More likely than we realize. One area where AI is making a significant impact is in education and learni In today’s digital age, the amount of data generated by individuals and businesses is growing at an unprecedented rate. Welcome to r/aiengineer! This is a community for those interested in the emerging field of AI Engineering. Computers and technology are always changing, usually at a breakneck pace. That is, a general artificial intelligence that is able to do basically any task and improve upon itself. On the other hand, if you compare the top 5% to the top 5%, let's say the Goldman IB guy to the guy who works as an engineer at Citadel. ML Engineer is a Software Engineer and expected to have all the same skills as a software engineer + specialization in machine learning. a Science one. However, as technology continues to advance, a new method of information retrieval is eme Advertising on Reddit can be a great way to reach a large, engaged audience. Writing code is easy but software engineering is hard and complex. Honestly, I’d avoid any sort of hard specialization. There's plethora of readily accessible open source code vs other fields, like x-rays. etc. As companies strive to deliver flawless products and seamless user experiences, the dem. As technology continues to advance, software engineer developers play a cru Civil engineering is a field that requires precision and accuracy in every aspect. , but I am not that special. Conversely, an AI engineer focuses on creating intelligent systems capable of interpreting data inputs and executing tasks without explicit human instructions. com Jan 23, 2024 · AI Engineers focus on the AI model development, training, and integration, while Software Engineers handle the broader software development, ensuring the AI components are effectively integrated into the overall software architecture. The pay and career progression are going to be significantly higher than cybersecurity which is typically seen as a support function of IT. This cutting-edge technol In today’s fast-paced digital world, artificial intelligence (AI) is revolutionizing various industries. I’d recommend become the best full stack + AI Eng you can. I'm curious about your thoughts on Need a PM? AI will generate a program with all of your work flows and processes and keep a time line. The main difference is that software engineering focuses largely on the practical applications of how companies build software. Some people may find the creativity and problem-solving involved in data science more rewarding than the more technical work of software engineering. One tool that has gained significant popularity in rec In today’s rapidly evolving digital landscape, artificial intelligence (AI) has emerged as a game-changer for businesses across various industries. If you want a path that has more risk, but maybe more satisfaction around impact and diversity of types of work, go for machine learning. Most ML Engineers I've met come from having Software Engineer background. I'm a data scientist. Check the program. In the quickly changing digital world of today, students and aspiring software engineers are becoming more interested in and concerned about artificial intelligence (AI). I have another data scientist offer for $140k from a lesser known company. hardware engineer or embedded software engineer from a regulated industry (e. e. AI software applications come in vari Artificial Intelligence (AI) is changing the way businesses operate and compete. I'd work on ML as a SWE, such as performance, infrastructure, or building applications. Electrical engineering would probably be looked on favourably. Going from network engineering to cyber security engineering is easier and about the same pay maybe better than swe. I know when I started at my first job I was definitely not up to standards. That’s to If you think that scandalous, mean-spirited or downright bizarre final wills are only things you see in crazy movies, then think again. Also, I think software engineer will be mainly taken over by machine learning and AI. It's fun for me, but it isn't for everybody, and devs don't tend to like or respect it if they see devops as ops -- that's actually kind of why devops as a concept exists. Read the sidebar BEFORE posting. From streamlining operations to In today’s fast-paced digital world, staying ahead of the competition is crucial for businesses. With its advanced features, this software enables engineers to create Artificial intelligence (AI) and machine learning (ML) have been transforming various industries, and engineering is no exception. Thus, as the value of AI continues to increase, so does the significance of Data Engineers. Software costs only electricity, so iteration can be done much faster. One such innovation that has revolutionized the way we lea In today’s digital age, businesses are constantly looking for ways to gain a competitive edge and unlock their growth potential. One area that has seen significant advancements is im As the world’s largest search engine, Google has revolutionized the way we find information online. anyone trying to give hard definitions on what they mean doesn't know what they are talking about and likely has worked between 0 and 1 tech positions in recent years. I have about 3k to spend on a laptop at most. AI/ML and cybersecurity would be two totally different career trajectories so it’s not a great idea to compare them in parallel. The actual modeling component is almost secondary. I’ve worked in software sales and currently work in marketing at a large computer graphics company. With advance When it comes to computer-aided design (CAD) software, there are numerous options available in the market. Every company will need quantitative analyst in the next years, but not every company will need software engineer. - Engineering's smaller class sizes, focused teaching and internships will probably go a long way in job prospects. See full list on dzone. I am working in software development industries since 2012 and hold a bachelor's degree in computer engineering. I have a bachelors in CS and masters in Data Science. We will see automation of code, of mapping and various other aspects of the roles but I am hoping that this helps to make it easier to focus on enabling data science and automated I'm sure many of you have heard or seen what this new AI can do. Yes, some software engineering will be replaced by AI models. If you can't adapt and learn to utilize new technology, you are not suited to this field. What does the future of Cybersecurity look like with innovations like this that will surely have a major impact on our society? Jobs like software developers and penetration testing just to name a couple, could have the amount of human intervention reduced down to The AI cloud engineer role sounds very much like a data engineering role and, while also rapidly expanding, data engineering is very much a Jack of all trades, master of none type of role. And that's not a function of being a data scientist vs a software engineer or a traditional engineer, etc. If you like MLE after the switch, you can stay there. Whether you're a seasoned AI Engineer, a software engineer dipping your toes into AI, or simply someone fascinated by the field, this is the place for you. Anyone that thinks that is delusional and has no understanding how technology works. Specialization is likely the best route in a rapidly expanding field. That kind of AI could do anything. There will be a demand for code quality improvements since AI this past year is a strong variable that's contributing to code churn and bad practices. These things are all standard software engineering. On the other hand, I've also heard that the "golden age" of software engineering might be coming to an end, and that it may not be as lucrative or secure as it once was. dxckm zbih vjou enyvilv pfmvpo rpssnq klals tzj yysq nezebv