Thirty years in the languages profession teaches you a few things. One is that whenever translation is reported to be on life support, it’s actually just changing. You can change with it.
Zoe Green MCIL, a highly experienced IT translator and technical writer based in Rome, speaks from hard-won experience: “The people who survive are going to be the people who are most adaptable.”
The Job is Changing, Not Disappearing
Over the last thirty years, the profession has seen three major technological revolutions:
- Translation memory
- Neural machine translation
- Generative AI and large language models
The latter dominates the conversation today and is the most disruptive of the three by far.
John Worne, CEO of the UK’s Chartered Institute of Linguists, tracks the profession at a systemic level. He describes an initial phase of denial, followed by resistance, and now something closer to acceptance. AI is not going away and can’t be regulated away. The questions now are practical: how to respond, and how fast?
What’s clear from recent industry analysis is that AI adoption in the translation industry is outstripping understanding and maturity of the technology. Trust, quality, and risk concerns remain. And that gap creates opportunity for skilled linguists.
Yes, There is a Future – Just Not the Old One
Easy, generalist work is now the territory of AI and machine translation. “The days have gone where I used to get really easy translations that anyone could do standing on their head,” says Green. What she gets now is highly specialist, terminology-heavy, and complex.
That’s not a lament. It’s a market signal, and it points directly to why human expertise is still crucial.
Worne stresses that getting to a genuinely high standard in two languages takes thousands and thousands of hours of exposure. That’s not something AI training data can replicate. “Excellence in two languages, let alone three or four, is always going to be a comparatively rare skill,” he says.
The ability to look at a text and know effortlessly, instinctively, whether it’s right or not and why – and to repair it – is a quintessentially human skill. That rarity is your foundation. The question is what you build on top of it.
Expand the T, Keep the Stem
Worne uses the concept of “T-shaped people”, who have a deep bar of specialist competence with a broadening transversal skillset across the top. It’s a useful model but also, he admits, daunting to do: when experienced professionals step outside their core expertise, imposter syndrome can set in fast. Other professionals ask what qualifies them to have an opinion. And going too broad risks losing their differentiator entirely.
There’s another aspect he raises that often goes unspoken: identity. Deep specialists (and translators are among the deepest) risk losing their professional self-image when they expand their offering.
The answer is upskilling, and not just free online courses (although those have value too).
Paying for rigorous, formal training from a reputable institution sends important signals: that you’re serious about investing in yourself, that the qualification carries weight, and that your broader skillset has been independently verified, not just self-declared.
Experienced translators who have focused their continuous professional development purely within translation, however excellent their skills, may struggle to stay competitive. Translation graduates who moved directly into project management without building hands-on translation experience are capable organizers but often lack practice in the craft.
People who genuinely stand out in the languages market have grown in multiple directions – technical skills, UX, technical writing, etc. – and can demonstrate this growth with qualifications.
Yet the rare person who has deep translation experience and a broader verified skillset is extraordinarily hard to find. And that’s an opportunity.
The Market is Moving – Are You?
As the scope of language roles expands into localization, content marketing, cultural adaptation, UX writing, consulting, AI supervision and beyond, translation skills become the foundation, not the finished structure. The portfolio career and diversification of income stream that many linguists are building, consciously or not, is the natural extension of that foundation. They don’t abandon what they know; they deploy it across everything it can credibly support.
Green’s path illustrates how this can happen organically. She applied to an IT translation agency and was told they had no need for translators – but would she be interested in technical writing? That contract has now run for 18 months.
Now 48, she works full-time and has a seven-year-old at home. She has gone back to university to study computer science. In doing so, she is discovering that translators often have an instinct for code that others do not. People call programming languages “languages” for a reason. In practice, understanding syntax, capitalization rules, and the consequences of misplaced punctuation transfers directly into coding.
Similarly, the author’s own trajectory follows a comparable path. Six years ago, she joined as a translator, reviewer, and terminologist. Since then, she has diversified her role. Today, she focuses almost entirely on localization, strategy, and governance.

The TCLoc master’s program at the University of Strasbourg is designed for exactly this kind of evolution: In fact, its curriculum gave the author the technical understanding to work directly with designers, business analysts, and developers; to bridge the gap between linguists and engineers; and to identify not just that a localizability problem exists, but why it’s a problem and what needs addressing.
Worne’s message to the profession is clear. Overall, the news of translation’s demise is still premature. However, the professionals doing best in this wave of disruption are the ones who adapt.
As Green puts it, simply hoping to hold out until retirement is the wrong attitude. You are never too old to adapt. You also have a better chance of succeeding if you try rather than if you do not try.
Finally, if you are a working language professional considering how to adapt and diversify, the Master’s in Technical Communication and Localization at the University of Strasbourg is designed for you. It is an online program built for practitioners who already have expertise. It helps them extend that expertise into the roles the market is creating. Find out more and apply.


