If you want to work in the UK as an AI, ML, or data engineer, the Skilled Worker visa is the standard employer-sponsored route, and the salary rule is simpler than it looks: you must be paid the higher of a general threshold (roughly GBP 41,700 a year as of 2026) or the published going rate for your job code, whichever is larger. For software and AI roles that code is usually SOC 2134 (programmers and software development professionals), and its going rate sits well above the general floor, so the going rate is almost always the number that actually binds. This post is informational, not legal, immigration, tax, or financial advice, so confirm every figure against the official pages before you act.
What the Skilled Worker visa actually requires
The Skilled Worker route is sponsor-led. You cannot apply on your own the way you can with an endorsement route: a UK employer that holds a sponsor licence has to offer you a job and issue a Certificate of Sponsorship. Three things then have to line up.
- A licensed sponsor. The employer must appear on the register of licensed sponsors and be willing to sponsor your specific role.
- An eligible occupation. The job has to sit on the list of eligible occupation codes. AI, ML, and most data-engineering roles map to SOC 2134, programmers and software development professionals. Check the official eligible occupations and codes page for where your title lands.
- Salary at or above the binding number. You must be paid at least the higher of the general threshold or the occupation going rate, as set out on the official Your job page.
That last point is where most AI engineers get surprised. The headline threshold gets quoted everywhere, but for a well-paid technical code it is rarely the number you have to clear.
The salary maths for AI and ML roles
Think of it as two floors stacked, and you have to clear the taller one. The general threshold is roughly GBP 41,700 as of 2026. The going rate for SOC 2134 is materially higher, in the region of GBP 54,700 a year on the current published tables. Because the going rate wins whenever it is larger, a standard AI-engineer applicant is effectively priced at the going rate, not the general threshold.
There are lower floors for some people. The rules let certain applicants be paid a discounted percentage of the going rate:
- New entrants. If you are under 26, switching from a Student or Graduate visa, or within a few years of starting your career, you can generally be paid a reduced share of the going rate (commonly cited as around 70 percent), subject to the new-entrant floor.
- PhD holders. A relevant PhD, and a STEM PhD in particular, can lower the required percentage of the going rate. AI and ML researchers moving from academia often qualify here.
These discounts are time-limited and conditional, so read the official When you can be paid less page and match your exact situation. The going-rate numbers themselves are updated periodically, so treat any figure you see (including the ones here) as directional and verify against the official going rates publication for SOC 2134 before you rely on it.
Before you apply: your five-step checklist
Run these in order. Most rejected or stalled cases fail at step one or step three, not at the visa form itself.
- Confirm the employer is a licensed sponsor. Ask directly, or check the public register. No licence means no Skilled Worker route with that company, full stop.
- Pin the occupation code. Get the employer to confirm the SOC code on the Certificate of Sponsorship. For AI and ML engineering that is usually 2134.
- Compare your salary to the binding number. Take the higher of the general threshold and the SOC 2134 going rate, then apply any new-entrant or PhD discount you genuinely qualify for. Your offered base salary has to clear that.
- Check the money you need on top. Budget for the visa fee, the Immigration Health Surcharge (charged per year of the visa), and evidence of maintenance funds unless the sponsor certifies them.
- Line up the switch or entry. If you are already in the UK on a Student or Graduate visa, you can usually switch in-country without leaving. Start the timing early so there is no gap.
If you are still deciding whether the UK is even the right destination for your AI career versus other markets, it is worth reading the pay, tax, and years-to-permanent-residence picture side by side. That is the job of the AI Relocation Guide, and you can compare all 21 countries before you commit to a single visa track.
Switching from the Graduate Route, and how this differs from Global Talent
A lot of AI engineers reach the Skilled Worker visa by way of study. If you did a UK degree, went onto the Graduate Route, and then landed a sponsored role, you can generally switch to Skilled Worker from inside the UK. The main change is that the Skilled Worker visa ties you to a specific sponsor and salary, where the Graduate Route let you work for anyone. Time on the Graduate Route does not count toward settlement, but time on the Skilled Worker visa does.
The Skilled Worker visa is also very different from the Global Talent visa. Global Talent needs an endorsement rather than a sponsor, carries no fixed salary threshold, and lets you work freely, change employers, and even freelance. Skilled Worker is the opposite trade: no endorsement panel to convince, but you are locked to a sponsoring employer and a qualifying salary. Roughly speaking, Skilled Worker suits people with a concrete job offer today, while Global Talent suits recognised researchers and senior engineers who want flexibility.
On settlement, the Skilled Worker route generally leads to indefinite leave to remain after five years of continuous qualifying residence, provided you still meet the salary and sponsorship rules at that point. See the official indefinite leave to remain page for the current qualifying period and conditions.
The honest takeaway
The Skilled Worker visa is the right route if you already have, or can realistically get, a job offer from a UK company that sponsors visas and pays at or above the SOC 2134 going rate. That last condition is the real gate. Junior salaries can fall short of the going rate unless a new-entrant or PhD discount applies, and plenty of otherwise good offers stall because the base pay lands a few thousand pounds under the binding number.
If you have strong research output, patents, or senior industry standing, look hard at Global Talent first, because it gives you far more freedom and no salary floor. If you are early-career with a solid offer in hand, Skilled Worker is the pragmatic path, and the five-year settlement clock starts ticking the day you arrive.
Rule of thumb: on a Skilled Worker application the going rate, not the headline threshold, is the number that decides whether your offer qualifies, so price your salary against SOC 2134 first.
