I often meet people who are already “on the other side” – they’ve successfully changed careers, work as data analysts, and now, looking back, they tend to romanticize their journey. They talk about waking up at 5:00 AM, having inexhaustible motivation, and how they “just worked hard.” However, they often forget the moments of doubt, the chaos in the middle of the process, and the fear that accompanies every step into the unknown. Today, I want to take off that rose-colored mask and show you what the career change process really looks like, focusing on its psychological aspects. Whether you are aiming for an analyst role or any other path, there are certain universal stages you will likely go through.
Stage 1: The Impulse and Negative Motivation
It starts with a feeling of friction. Maybe you work in public administration where salaries are low, the software feels like it’s from a previous era, and the work culture is simply draining. You see that you aren’t growing, and every day is a struggle against the system. That’s when the impulse to change appears. Interestingly, at this stage, our motivation is usually negative – we aren’t so much running “to” a new job as we are escaping “from” our current situation. This is a natural defense mechanism of the nervous system: when you put your hand on a hot stove, you pull it away immediately because it hurts.
In this moment, excitement about a new vision mixes with a huge amount of fear: “Can I even do this?”. On one hand, you can’t stand being where you are anymore, and on the other, you fear that the new reality might be too difficult. This is a very human and normal feeling.
Stage 2: The “Hype” Phase and Uninformed Optimism
Once you make the decision and start learning, you enter the most pleasant phase – the hype phase. It’s a bit like your first few visits to the gym: you feel like your muscles are growing just by looking at the weights. When learning new skills, such as digital tools, the first steps are often relatively easy, and progress is visible day by day. Your eyes widen, you soak up knowledge, and you feel a huge sense of euphoria.
This is the time of so-called uninformed optimism. You have plenty of energy and it seems that since you mastered the basics of Excel in a week, you’ll be working as a junior in a month. However, this energy is essential – it’s the rocket fuel that allows us to break away from old patterns of thinking and get moving. Without this initial “pump,” it would be difficult to even start such a challenging process.
Stage 3: The Vacation Planning Trap
In the hype phase, we often make a mistake I call “planning your life based on a vacation.” When we are rested and full of strength, it seems like we’ll be able to wake up at 5:00 AM, go for a run, work, study for two hours a day, and still have time for theater workshops. Unfortunately, such a plan is based on your current, peak energy level, not on the grey reality of daily life.
That’s why my advice is this: enjoy that energy, but don’t impose unrealistic, rigid plans on yourself. Instead, it’s better to join a ready-made program or a community that already has a defined path. This is exactly why I focus on ready-made roadmaps in KajoDataSpace – so you don’t have to waste energy reinventing the wheel when your fuel starts to run low.
Stage 4: The Messy Middle – The Valley of Fear and Chaos
After the euphoria phase, the stage where most people give up inevitably arrives: the Messy Middle. This is the moment in the middle of the road when you suddenly realize the subject is much more complex than you thought, and your progress slows down drastically. You feel like you’re standing still.
This often happens because, out of curiosity, we start learning too many things at once. The more “vectors” of learning you open, the shorter the progress will be in each of them. Here, the fear returns: “Maybe I’m not cut out for this after all?”. This voice is often reinforced by people around you who are afraid of change themselves and are happy to say: “See? I told you so.” At this stage, it’s worth filtering out such voices and sticking with people who support your growth.
Stage 5: The Strategy of Small Goals
How do you survive the Messy Middle? You have to stop looking at the distant mountain peak, as it can be overwhelming right now. When you are tired halfway up the trail, you don’t think about the final ascent. You think about reaching that one pine tree, that next bend, or the nearest bench.
In learning, this means focusing on tiny goals: this week I will master just this one function, this month I will create one small project. You must concentrate on the details until the dots start connecting into a larger whole again. That’s when “informed optimism” begins to appear – you know how much you don’t know, but you also see a realistic path forward.
Stage 6: Resource Optimization
At some point, you notice that your initial fuel (the hype) is running out, but you already have your first small successes. This is a crucial moment to take a breath and optimize. You must remember that your life didn’t stop for the duration of your career change – you still have children, a partner, an old job, and household chores.
Now you have to start working smarter, not harder. Instead of learning everything that comes your way, ask yourself: what do I really need to learn, and what can I skip? Write down your progress, measure the effectiveness of the CVs you send out, and start organizing the process so that it is sustainable in the long term.
Stage 7: Colliding with the External World (Recruitment)
The next breakthrough occurs at the moment of external validation. This could be the first response to a CV or an invitation to an interview. This is a difficult stage because while Excel or databases don’t judge you, recruiters do.
It’s easy to fall into the trap of thinking that one unsuccessful interview is a verdict from the entire “new world” on your potential. That is not true. Every recruiter is just a human being with their own beliefs – for one, you might be “untalented,” while for another, you’ll be the perfect candidate. If you send out 300 CVs and get no response, it’s a sign that you need to change your strategy, not your head. It is madness to do the same thing over and over again and expect different results.
Stage 8: Success and a Hint of Wisdom
Eventually, it works. You enter the new industry, earn more, work in a better culture, and with modern technology. The comfort of your life increases, but it is rarely a jump in satisfaction from 60 to 100. Rather, it is an increase to a steady level of 75-80. And that is a lot, because that bar is higher every single day.
A hint of wisdom appears then, sometimes mistaken for bitterness. You realize that changing jobs is not a magic happiness switch, because you are still you. However, the greatest value is that you proved to yourself: “I can become someone I haven’t been until now.” This builds the belief that your current life doesn’t have to stay the same forever.
If this text helped you understand where you are on your journey, please share it on your social media. Perhaps your friends are stuck in the “Messy Middle” right now and need an impulse to keep going.
The article was written by Kajo Rudziński – analytical data architect, recognized expert in data analysis, creator of KajoData and polish community for analysts KajoDataSpace.
That’s all on this topic. Analyze in peace!
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