As AI permeates our lives and the demand for AI development increases, it seems that more and more people are interested in AI engineers among students who are looking for a job or who are thinking about changing jobs. However, among them, there may be many people who wonder, “Can I become an AI engineer even if I have no experience?”
In conclusion, it is possible to become an AI engineer even if you have no experience. In fact, there are many people who became AI engineers with no experience. There are many skills and knowledge to acquire, and the hurdles are high, but there is no doubt that it is a profession worth the effort.
This time, I will introduce how to become an AI engineer from inexperienced and the benefits of becoming an AI engineer.
What is an AI engineer?
AI stands for Artificial Intelligence, which is software that simulates the human brain. For example, familiar examples of AI include the voice recognition system of smartphones and robot vacuum cleaners.
An AI engineer is an engineer who conducts research to develop AI ( artificial intelligence ) and improve AI technology. My main job is to make machines learn data in order to reproduce human-like knowledge on computers.
Specifically, we perform tasks such as “AI planning”, “AI design”, “system development”, “data analysis”, and “research in the AI field” .
AI engineers are in high demand
AI is attracting a great deal of attention as technology develops. In order to enrich our lives, AI is applied to various things, and AI is also used in companies and medical settings. AI is also expected to play an active role in industries such as agriculture and fisheries, where labor shortages are becoming more serious.
In addition, AI is still in its infancy and has room for further development in the future. In other words, there is a possibility that AI will be used for things that are currently considered impossible.
Along with the growing expectations for AI technology, the demand for AI engineers is also increasing.
Some people tell me not to be an AI engineer
On the other hand, it is also true that the profession of AI engineer is not well thought of by some people, such as when you search for “AI engineer” and there are candidates saying “Don’t become an AI engineer”.
There are three main reasons for this.
High technical hurdles
It is necessary to acquire various technologies for AI development.
Specifically, programming skills for AI development languages, mathematical knowledge, knowledge of data analysis, and knowledge of frameworks useful for AI development (templates for program development, etc.) are required.
Because there are hard-working companies
It is true that some companies that hire AI engineers are having a hard time. However, this is mainly due to the lack of AI engineers. So, if the population of AI engineers increases in the future, this problem may be solved.
I have to keep studying
To become an AI engineer, you need a lot of knowledge as mentioned above. Furthermore, AI technology is advancing day by day, and information is constantly being updated. Therefore, it is necessary to continue studying even after becoming an AI engineer.
Benefits of becoming an AI engineer
AI engineers are sometimes told to stop, but there are benefits that can be obtained by becoming an AI engineer. Below are three of them.
High salary
The average annual income of AI engineers tends to be relatively high, ranging from 5 million yen to 8 million yen . Also, salaries vary depending on the company you work for, and it seems that some people who work for major companies earn more than 10 million yen a year.
High future potential
In the AI field, the AI market is expanding at an average annual growth rate of 18.7% , and further growth is expected in the future.
Many occupations are at risk of being replaced by AI, but AI engineers are on the side of developing AI, so it can be said that there is less anxiety about the future than other occupations.
Also, the development of AI is still in progress, so there is room for further development. Therefore, AI engineers can be said to be a promising profession.
Experience cutting-edge technology
AI technology is ahead of the times, and the profession of AI engineer is a profession that realizes new possibilities of AI, so we are always on the cutting edge of technology.
For example, AI announcers are starting to read like humans, and unmanned convenience stores using AI technology have appeared. If you become an AI engineer, you may be able to realize such an interesting use of AI.
Can you become an AI engineer with no experience?
Although it is a profession that requires a lot of knowledge, you can become an AI engineer even if you have no experience.
In fact, AI engineers are a profession that requires specialized knowledge, and there are many knowledge and skills to learn.
There is a lot of knowledge and skills to acquire, so the degree of difficulty is quite high, but there is no doubt that it is a profession that is worth the effort, as it has the merits mentioned above. In fact, there are many people in the world who have become AI engineers with no experience.
Now, I will introduce how to become an AI engineer from inexperienced!
Become an AI engineer in 6 steps
In order to become an AI engineer from inexperienced, there are some things to do. However, there are many people who are in trouble because they do not know where to start.
So, this time, we will roughly divide it into 6 steps and introduce what you need to do to become an AI engineer!
Step 1: Acquire the necessary skill sets for AI engineers
There are four main skill sets required for AI engineers.
First, machine learning /deep learning knowledge! Knowledge is a must as these are the building blocks of AI.
The second is programming skills in AI development languages . AI systems mainly use programming languages such as ” Python “. You can easily learn from books.
The third is knowledge of mathematics . Mathematics is the knowledge necessary for machine learning and analysis. If you want to actually develop AI, learning mathematics is essential.
The fourth is knowledge of database operations . A database is a collection of information, such as images and data, organized so that it can be searched and saved easily. If you want to become an AI engineer, you should learn how to operate this database.
Step 2: Learn the basics of AI development
In the first place, it is necessary to learn what AI is, types of AI, and current trends in AI. On top of that, let’s learn how AI is built.
Basic knowledge will be important for actual AI development in the future. Get the knowledge you need and get ready to put AI development into practice.
Step 3: Build AI Development Environment
AI development requires a large amount of data, so a solid development environment is required. Storage that can hold big data and high-performance computers capable of machine learning are required.
Step 4: Practice AI Development
It is also important to actually develop AI and experience what it is like.
For those who have never programmed before, it is recommended to use free tools. Also, for those who are accustomed to programming, it is recommended to use frameworks to challenge AI development.
Step 5: Acquire qualifications useful for AI engineers
There is an association called the Japan Deep Learning Association (JDLA) , which aims to improve Japan’s industrial competitiveness through technology centered on Japanese deep learning.
There is a test called “G test” that is operated by it. This test is recommended because you can learn AI knowledge evenly. Companies with AI engineers also recommend taking this test.
Step 6: Find an AI Engineer Job
When you reach this stage, let’s actually look for an AI engineer job. There are companies that are recruiting as AI engineers even if they have no experience.
Also, if you think that it is difficult to suddenly hire an AI engineer, it is recommended to search for recruitment as an engineer.
How to study to become an AI engineer from inexperienced
Many people may not know where, how, and what to study to become an AI engineer from inexperienced.
The study of AI engineers is specialized and difficult, so it is very difficult to study everything on your own. Therefore, we recommend that you take advantage of the school and lectures.
Also, there are various tools for studying AI, and some people may be wondering which one is really suitable for studying AI. For such people, we will introduce what kind of study method is suitable for what kind of person and what kind of tool is recommended below.
Learn how to study
Learn how to study first. Studying AI engineers is very difficult and many people get frustrated.
・How can I learn?
How the knowledge works
What kind of knowledge and skills do you need
・What kind of learning is effective?
Clarifying these before you start studying will make your study smoother. Clarify your “why,” “what,” and “how.”
Study at university
If you are a student and want to become an AI engineer, the easiest way is to study at university. Each university has different degrees of difficulty and characteristics, so choose a university that allows you to study in a way that suits you.
In this article, we introduce universities where you can study necessary to become an AI engineer.
Learn from books
For those who want to start studying on their own, I also recommend studying with books.
The following article introduces recommended books for studying AI engineers.
Learn at school
AI schools are also recommended for those who are not familiar with AI but are interested in it and want to learn about it.
Learn in lectures
These days, there are many courses where you can learn about AI. There are many course durations, from long-term to short-term, so you can choose the course that suits you.
Join a company that will hire you even if you have no experience
There is also a method of suddenly joining the company with no experience and learning the work. However, there are very few companies that are looking for inexperienced AI engineers, so the difficulty is very high.
In such cases, we recommend that new graduates join the company as regular engineers. It’s difficult to suddenly become an AI engineer, but if you start as an engineer, the chances of becoming an AI engineer increase.
Also, if you are thinking of changing jobs to an AI engineer, it is better to receive a job with a minimum salary first and start by building a track record and portfolio.
The article below introduces some notable AI companies.
3 Recommended Sites and Agents for AI Engineers
From here, we will introduce recommended services for those who want to change jobs from inexperienced to AI engineers and engineers.
Recruitment Agent (IT)
This is a comprehensive career change agent with the No. 1 number of job openings. This service is characterized by a large number of job openings, and you can choose the job that suits you from more than 290,000 job openings.
revatech carrier
This is the largest company in the IT industry and specializes in recruiting engineers. This service is especially suitable for those who aim to become engineers.
doda engineer IT |
Here, you can use services such as doda Executive Agent Service, where dedicated career advisors provide total support. Recommended for those who are looking for good service.Summary
What did you think. In this article, I introduced how to become an AI engineer even if you have no experience.
I really want to start studying AI! I want to change my job to an AI engineer! If you are thinking about it, please refer to it.
