The most expensive mistake of my career wasn't a line of code; it was a "yes." Years ago, in the middle of a large data migration for a project, the moment I unhesitatingly said "Yes!" to the question, "Should we write a script to automate this?" I was actually planting the seeds for the future. That "yes" forced me to acquire new skills, find more efficient ways, and most importantly, adapt to change. Today, we face a similar situation when discussing AI. Most people think AI will take our jobs, but I believe the situation is much more complex and less frightening.
AI's New Capabilities and Our Role
AI's capabilities are no longer limited to automating repetitive tasks. With concepts like prompt engineering and retrieval-augmented generation (RAG), AIs can support us in solving complex problems, generating creative content, and even making strategic decisions. This doesn't mean AI will make us unemployed; on the contrary, it means it will become a tool to augment our capabilities.
While working on a manufacturing ERP, we developed AI-powered prediction models to improve operator screens. These models allowed us to optimize the workflow by predicting real-time deviations in production planning. In this process, AI itself didn't do our job; we did our job better by using AI. AI gave us the power to perform deeper analyses, make faster decisions, and ultimately be more efficient.
ℹ️ AI-Powered Operations
AI tools, especially large language models (LLMs), are now capable of more than just writing code. They can assist us with pipeline automation, generating automatic documentation, and even debugging processes. While developing the backend for my own side project, I used a simple RAG model to predict potential errors in CI/CD pipelines. This prevented pipeline crashes and saved me valuable time.
Change is Inevitable: The Importance of Adaptation
With the rise of AI, our traditional skills will be replaced by new ones. Professionals who can not only write code but also effectively use and collaborate with AI tools will come to the forefront. This is more of an evolution than a revolution. Just like in the early days of the internet, those who adapt to new technologies will advance, while those who resist will be left behind.
Once, while developing financial calculators on my own VPS, I noticed that an algorithm I was using to process data had become unexpectedly slow. I spent hours trying to find the source of the problem and finally discovered it was a simple optimization error. I learned that day that no matter how much technology advances, understanding fundamental principles and paying attention to details remains critical. AI doesn't change this principle.
💡 Next-Gen Skills
Skills that will come to the fore with AI include:
- Prompt Engineering: Asking the right questions to get the most accurate and useful output from AI.
- AI Orchestration: Combining different AI models and tools to create complex workflows.
- Data Literacy: Correctly interpreting data to train and understand AI models.
- Problem Solving: Using AI as a tool to develop innovative solutions to complex problems.
We Won't Be Unemployed, We Will Transform
Fears that AI will make us unemployed are largely exaggerated. Yes, some jobs will be automated, but at the same time, new opportunities brought by AI will emerge. Our task is to embrace this change rather than resist it and to continuously improve ourselves. AI is not a competitor that will replace us, but a powerful partner that will enable us to do our jobs better.
The challenges I encountered while processing data on the anonymized data platform I developed for my own site always pushed me to try new approaches. The possibilities offered by AI have the potential to further strengthen such projects. The important thing is to position AI not as a magic wand, but as a tool that enhances our capabilities.
So, what do you think? What are your experiences regarding the role of AI in your career?
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