Changing Careers to IT Without Formal Training — A Realistic Path to a Career in Data

Do you want to switch to a career in IT but don’t have the relevant training or a degree in computer science? Then you’re in the same boat as many others—and the good news is: It’s possible to make a career change into IT even without a formal degree. In fact, it’s one of the most common paths to take. In this article, you’ll learn what paths are available, which careers are particularly well-suited, and how to finance your entry into the field.

Can you get into IT without any training?

Yes—it is possible to switch careers into IT even without vocational training or a college degree. According to Bitkom About one in four open IT positions is filled by career changers. What matters most is not a formal degree, but demonstrable practical skills—such as those gained through certified continuing education. Roles related to data and AI, such as data analyst, are particularly accessible.

The numbers give you a boost. There are currently around 149,000 unfilled IT positions in German companies, and the shortage has been getting worse for years. For you as a career changer, this means that companies can hardly afford to wait only for traditional resumes from computer science graduates. People who have practical skills and can demonstrate them are in high demand—regardless of how they acquired them.

Good to know: Many companies have long since begun to place more emphasis on proven skills than on formal titles when it comes to IT and data roles. A portfolio of real-world projects and a recognized professional development certificate often carry more weight in a job interview than a degree that only touched on the subject in passing.

Which IT careers are suitable for people changing careers?

Not every IT career is equally well-suited for career changers. Some require in-depth programming skills from day one, while others can be successfully pursued through targeted professional development. These roles are particularly accessible to career changers—and are also in high demand:

• Data Analyst. Probably the most accessible data role. You analyze data, create reports and visualizations, and help companies make fact-based decisions. You can get started without in-depth programming knowledge—tools like SQL and Power BI can be learned in a structured way.
• Data Scientist. More challenging than the Data Analyst role, involving more math, statistics, and programming. Achievable for ambitious career changers, often as a next step after an initial data role.
• AI-related field of application. Roles that involve the practical use of AI tools are growing rapidly. What matters here is not so much programming AI as it is applying it competently—something that’s well within reach for career changers with the right training.
• IT Support and Administration. A classic entry-level field where practical problem-solving skills matter more than a degree.

For most people changing careers without a technical background, the Data Analyst: The Realistic First Step. This position is in high demand, well-paid, and accessible even without prior experience through hands-on training—more on that later.

Do I need programming skills?

That’s the question that holds most people back: „I’m not exactly the typical IT nerd—can I even do this?“ The honest answer is: It depends on the role, and you need far less than you think to get started.

A role like data analyst doesn’t require a degree in computer science or years of programming experience. You’ll mainly be working with structured queries (SQL), tables, and visualization tools—skills that can be learned step by step. Programming in the strict sense, if at all, is involved only to a manageable extent—for example, using Python for data analysis. This is something you can learn, even if you’ve never written a single line of code before.

Tip: Don't let the idea that IT necessarily means spending hours programming in the dark put you off. Especially in data-related roles, it's all about logic, attention to detail, and an understanding of how things fit together—qualities that career changers from completely different fields often already possess.

How the onboarding process works in practice

The most reliable way to enter the IT field without formal training is through a structured, accredited continuing education program. It bridges the gap between your previous career and your new role—and it provides exactly the proof of competence that employers look for. Here’s what a realistic path looks like:

• Step 1: Define the target role. Decide which role is right for you. For most people without a technical background, data analyst is the obvious place to start.
• Step 2: Choose the right continuing education program. Make sure the provider is AZAV-certified—this is a requirement for the program to be eligible for funding through the education voucher.
• Step 3: Hands-on learning. A good continuing education program is project-based. By the end, you’ll not only have a certificate, but also real projects that you can showcase in a job interview.
• Step 4: Apply with supporting documentation. A certificate, a project portfolio, and your professional experience to date—this combination is often more compelling to employers than a purely academic resume for career changers.

We'll use the example of the Data Analyst (Career Changer) described in detail — there you'll find step-by-step instructions.

How to Finance Your Continuing Education

Continuing education costs money—but in many cases, you don't have to pay for it yourself. Anyone who is registered as a job seeker or at risk of unemployment can take an AZAV-certified continuing education course through the education voucher be fully funded. The Employment Agency covers the course costs, and unemployment benefits generally continue to be paid while you’re participating in a full-time program. We explain step by step how to apply for the education voucher and what the eligibility requirements are in our Guide to the Education Voucher.

How much can you earn as a career changer in IT?

When it comes to salary, honesty pays off: As a career changer, you generally won’t start at the same level as someone with years of experience—but IT and data roles offer solid compensation even at the entry level, and the salary growth is good. Entry-level salaries in the data field vary widely depending on the region, role, and prior experience, and salaries increase significantly as you gain experience. Specific figures depend heavily on your situation—more important than the starting salary is the career outlook, and that’s strong in a field with a labor shortage.

Important: Be cautious about specific salary promises you find online. Reliable figures are always ranges, not guarantees—they depend on the region, industry, role, and your negotiating skills. Continuing education improves your starting position, but it’s no guarantee of a higher salary.

Frequently asked questions

Can you get into IT without any training?

Yes. It is possible to change careers into IT even without IT training or a degree—according to Bitkom, about one in four IT positions is filled by career changers. What matters most is demonstrable practical expertise, such as that gained through certified continuing education.

Which IT careers are suitable for career changers without formal training?

Data-related roles, such as data analyst, as well as AI application areas and IT support, are particularly accessible. For most people, the role of data analyst is a realistic first step because it can be pursued without in-depth programming skills.

Do I need programming skills to switch careers into IT?

For many entry-level roles, only to a limited extent. As a data analyst, you’ll primarily work with SQL, spreadsheets, and visualization tools. These skills can be learned in a structured way even without prior experience.

How much can you earn as a career changer in IT?

Starting Salaries in the Data Field are solid and tend to improve with experience, but vary widely depending on the region, role, and prior experience. Reliable figures are always ranges, not guarantees.

Let's plan your career change together

Whether a career change into IT is realistic for you, which role suits your background, and how you can finance further education—we'll take a look at all of that during a free consultation, we'll work together to. No pressure, no judgment: We'll listen first, then go over the options that fit your situation.

StackFuel has been AZAV-certified since 2020, and all training programs can be found on „mein NOW.“ 8,000 graduates have completed our training programs in data and AI, with a completion rate of 93 percent—many of them career changers without a technical background.