AI forces translator to change careers: “That work no longer exists” – up to 80% of expert jobs may transform
A decade-long career in translation has ended for Outi Könni as artificial intelligence reshapes the industry, with experts warning that 40–80% of knowledge-based work could disappear or change within years, reports Yle.
Könni, who worked as a professional translator for ten years, is now leaving the field after demand collapsed and AI-driven tools slashed rates. “Commissions have clearly declined,” she said. “Part of it is AI reducing job offers, but price pressure has also become so intense. I wasn’t willing to lower my fees enough to compete.”
She predicts traditional human translation will nearly vanish within a decade, though linguistic experts may still be needed for cultural nuance and context—areas where machines fall short. To adapt, Könni is retraining as a tour guide, leveraging her German-language skills to fill a shortage of multilingual guides in Helsinki. “Many tourists still want a local perspective—someone who can share personal stories about the city,” she noted.
Coding jobs next in line
The disruption extends beyond translation. In software development, AI-generated code is rapidly replacing human-written scripts, with some estimates suggesting most code could soon be machine-produced—and never reviewed by humans.
Teppo Valtonen, development manager at the Finnish Institute of Occupational Health, described the shift as unprecedented: “A year from now, the bulk of code might be written by AI, and no human may even read it.” The pace of change has stunned even industry veterans. Mikko Salokangas, development director at software firm Vincit—currently in layoff negotiations for 45 roles—said AI is reshaping job structures, though not directly causing the cuts. “Developers are shifting from writing code to managing systems and orchestrating AI agents,” he explained.
Young workers hit hardest
Research shows early-career professionals face the greatest risk. A recent analysis by Federal Reserve economist J. Scott Davis found that since ChatGPT’s 2022 launch, employment in high-exposure fields like IT system design dropped by 5%, even as overall U.S. employment grew. Workers under 25 were disproportionately affected.
Valtonen cautioned that while AI’s impact is fastest in coding, its long-term effects could spread across knowledge-based professions. “The question isn’t just about writing code,” he said, “but how much of expert work can be automated next.”