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Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

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On this pageWhat is happeningTask breakdownRecent changesFor youWhat it means for youWhat you can doHow we knowWhat these rest on
Occupations›Surgeon

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Surgeon

Decides with the patient whether to operate, plans the operation, carries it out by hand, through a laparoscope or at a robot's console, deals with what the scans did not show, and answers for the result. Surgical robots are not autonomous: the surgeon controls every movement from the console, and England's health technology body allows five soft-tissue systems in the NHS while evidence is gathered. A research robot has done the clipping-and-cutting steps of gallbladder removal on its own in eight gallbladders outside the body. Deciding, consenting, operating and handling the unexpected remain surgeons' work.

HealthcareAssessed 2026-09-30
Tasks automating
0of 6
3 being augmented
Still human-led
3of 6
0 new tasks
Evidence-backed judgements
4of 6
6 verified records
Test this week · first of 3 directions

Find out which robotic system your hospital uses or plans to buy, and what it requires before a surgeon may operate on it independently.

See all 3 ↓
26/100
Automation impact indexLow confidence

This is not a probability of losing your job. It combines how much of the role's task load is exposed to automation with how far adoption has actually gone — useful for comparing occupations on one consistent basis, and for nothing else.

Where this applies

Written for general and specialist surgeons who operate on patients — in the NHS, in other public systems and in private practice. Much of the evidence is English: guidance from the national health technology body, an NHS implementation report and the surgical royal college, which establish how robot-assisted surgery is being introduced and what is required of the surgeon at the console; a research study establishes what an autonomous robot did outside the body, not in a patient. Nothing here measures how surgeons' time is divided, and nothing on this page counts surgeons.

What is happening

What is actually changing#

The unit of analysis is the task, not the job title. A role is not replaced — its task mix shifts.

AutomatingBeing augmentedStill human-ledNew taskStriped: our inference, not yet backed by a verified record

Each tile is one task. Its size is how much of the job it is; its colour is where the task is heading. Click a tile to see what the judgement does not establish.

Core task
Deciding whether to operate, and the consent
Still human-led✓ Evidence-backed
What this does NOT mean

The consent rule says who is responsible, not how much of the preparation — the information leaflet, the risk figures, the summary of the scans — software now drafts.

Read this task in full →
Significant task
Planning the operation from the scans
Being augmented✓ Evidence-backed
What this does NOT mean

The planning evidence is orthopaedic; in soft-tissue surgery the plan still lives mostly in the surgeon's reading of the scans, and nothing here measures planning time.

Read this task in full →Make this your first AI experiment at work →
Core task
Operating by hand and through the laparoscope
Still human-led≈ Platform inference
What this does NOT mean

This rests on the nature of the work and on the robots being console-controlled; it does not say how quickly open and laparoscopic cases are being converted to robot-assisted ones.

Read this task in full →
Core task
Operating from the robot's console
Being augmented✓ Evidence-backed
What this does NOT mean

The growth figures are English and count procedures, not surgeons; the autonomous result was outside the body, without bleeding or breathing, and the surgeon in that study was faster.

Read this task in full →Make this your first AI experiment at work →
Core task
What the scans did not show
Still human-led✓ Evidence-backed
What this does NOT mean

Nothing here counts how often plans change mid-operation, and the rule assigns the decision; it does not show whether decision-support tools are used in those moments.

Read this task in full →
Significant task
Operation notes, letters and follow-up
Being augmented≈ Platform inference
What this does NOT mean

No record here measures AI drafting of operation notes or surgeons' documentation time; this is an inference from how documentation tools are spreading in medicine.

Read this task in full →Make this your first AI experiment at work →

Is this your job? Say so and this page narrows to your share of it.

A job title is a bundle of tasks bought together, and no two people hold the same bundle. Nothing is sent anywhere — it stays in this browser.

Deciding whether to operate, and the consentStill human-led✓ Evidence-backedPlanning the operation from the scansBeing augmented✓ Evidence-backedOperating by hand and through the laparoscopeStill human-led≈ Platform inferenceOperating from the robot's consoleBeing augmented✓ Evidence-backedWhat the scans did not showStill human-led✓ Evidence-backedOperation notes, letters and follow-upBeing augmented≈ Platform inference

Read all 6 tasks in full — direction, reasoning and limits →

Recent changes#

2020202120222023202420252026today2020-11-09 · ConstraintDoctors must be clear about the scope of a patient's consent and not exceed it except in an emergency, including when a chance for another intervention arises mid-operation, UK guidance says2025-04-17 · PilotFive robotic systems may be used for soft-tissue surgery in the NHS while evidence is gathered, each letting the surgeon control instruments from a console, England's health technology body says2025-05-15 · CapabilityA research robot performed the clipping and cutting steps of gallbladder removal autonomously in eight gallbladders outside the body; its authors say a surgeon should always oversee it2025-06-11 · DeploymentOne in five keyhole operations in England is robot-assisted today, and in orthopaedic procedures the robot is programmed to perform elements of the operation, NHS England says2025-07-17 · DeploymentRobot-assisted operations in England rose from 3,099 a year in 2011/12 to 41,134 in 2023/24, and surgeons at the console need robust situational awareness away from the patient2025-12-09 · ConstraintNo standard NHS protocols or minimum training requirements exist for robotic surgery and adoption varies widely between hospitals, the surgical royal college says, calling for proctored cases
Can move a judgementCannot move one (forecast, capability demo…)
Constraint2025-12-09Verified 2026-09-29
No standard NHS protocols or minimum training requirements exist for robotic surgery and adoption varies widely between hospitals, the surgical royal college says, calling for proctored cases

The surgical royal college's announcement of its updated guidance on robot-assisted surgery. It says that currently there are no standardised NHS protocols or minimum training requirements in place and that adoption varies widely between hospital trusts, and calls for proctored cases and competency checks before a surgeon moves to independent practice on a robot. It is a professional body's guidance and call, not a rule, and it concerns England.

Failure, rollback, regulation or cost is suppressing adoption. Can lower an assessment or widen its uncertainty.

Royal College of Surgeons of England — press release on updated robotics guidance (09 Dec 2025) ↗Full impact card →
Deployment2025-07-17Verified 2026-09-29
Robot-assisted operations in England rose from 3,099 a year in 2011/12 to 41,134 in 2023/24, and surgeons at the console need robust situational awareness away from the patient

National guidance from NHS England and its clinical improvement programme on introducing robot-assisted surgery. It reports that robot-assisted procedures grew from 3,099 a year in 2011/12 to 41,134 by 2023/24, which it says is likely to be an underestimate; that robot-assisted surgery can introduce other challenges, for example surgeons need robust situational awareness as they are away from the patient; and that the current consultant training model is ad hoc and lacks national or regional coordination, with industry sign-off predominating. The counts are procedures, not surgeons, and it describes England only.

An employer has put it into production. Can move the baseline — weighted by scale and how similar the setting is.

NHS England and Getting It Right First Time (GIRFT) — Implementation of robotic-assisted surgery (RAS) in England (July 2025) ↗Full impact card →
Deployment2025-06-11Verified 2026-09-29
One in five keyhole operations in England is robot-assisted today, and in orthopaedic procedures the robot is programmed to perform elements of the operation, NHS England says

The national health service body's announcement of its plan for robotic surgery. It says one in five keyhole operations is delivered with robot assistance today and projects nine in ten within ten years; that the instruments are controlled by a surgeon at a console using a 3D camera; and that in orthopaedic robot procedures the robot is programmed to perform elements of the procedure. The projection is a plan, not a result, and its baseline count of operations differs from the figure in NHS England's own implementation guidance, so no count is taken from it here.

An employer has put it into production. Can move the baseline — weighted by scale and how similar the setting is.

NHS England — news release: Millions to benefit from NHS robot drive (11 June 2025) ↗Full impact card →
Capability2025-05-15Verified 2026-09-29
A research robot performed the clipping and cutting steps of gallbladder removal autonomously in eight gallbladders outside the body; its authors say a surgeon should always oversee it

An academic study of a robot system that performed the clipping and cutting phase of cholecystectomy — 17 tasks on the cystic duct and artery — on pig gallbladders outside the body. It reports a 100% success rate across eight unseen ex vivo gallbladders, operating fully autonomously without human intervention; that the surgeon completed all tasks faster than the robot; and that the system is not failure-proof to situations outside its training, so the surgeon should always oversee its operation. It was ex vivo, without bleeding or breathing motion, and covers one phase of one operation.

A demo, benchmark or paper shows the task can be done. Updates what the technology can do — not what employers will do.

Kim, Krieger et al. (Johns Hopkins University and collaborators) — SRT-H: A Hierarchical Framework for Autonomous Surgery via Language Conditioned Imitation Learning, arXiv 2505.10251 (submitted 15 May 2025); published in Science Robotics (9 July 2025) ↗Full impact card →
Pilot2025-04-17Verified 2026-09-29
Five robotic systems may be used for soft-tissue surgery in the NHS while evidence is gathered, each letting the surgeon control instruments from a console, England's health technology body says

England. The national health technology body's early value assessment says five technologies can be used in the NHS during an evidence-generation period as options for robot-assisted soft-tissue surgery, on condition that evidence is collected; that all the technologies allow the surgeon to sit at a console to control surgical tools during the procedure; and that all members of the surgical team must be trained on each robotic system they use. Prostatectomy was left out because robot-assisted prostatectomy is already established practice in the NHS. It is a conditional recommendation while evidence is gathered, not a finding that the robots are better.

Small-scale trial in a real setting. Tells us the deployment conditions are being tested, not that they hold — so one pilot is never enough on its own; two independent ones are.

National Institute for Health and Care Excellence (NICE) — HealthTech guidance HTG742, Robot-assisted surgery for soft tissue procedures: early value assessment (Published: 17 April 2025) ↗Full impact card →
Constraint2020-11-09Verified 2026-09-29
Doctors must be clear about the scope of a patient's consent and not exceed it except in an emergency, including when a chance for another intervention arises mid-operation, UK guidance says

United Kingdom. The medical regulator's guidance says doctors must be clear about the scope of decisions so that patients understand exactly what they are consenting to, and must not exceed the scope of a patient's consent except in an emergency; it says agreeing the scope in advance is particularly important when, once an intervention is underway and the patient's decision-making ability is compromised, there may be an opportunity to carry out another intervention. It binds doctors registered in the UK and says nothing about AI.

Failure, rollback, regulation or cost is suppressing adoption. Can lower an assessment or widen its uncertainty.

General Medical Council (UK) — Decision making and consent, paragraph 31 (came into effect on 9 November 2020; updated 13 December 2024) ↗Full impact card →
What it means for you

What this means for you#

If you are starting out

If you are training, expect more of your operating to happen at a robot's console, and expect training on those systems to be uneven between hospitals — the surgical college has said there are no standard minimum training requirements yet. Get proctored robotic cases where you can, and keep your open and laparoscopic skills, because emergencies and complications still need them.

If you are experienced

Expect your hospital to add robotic systems and ask you to credential on them, and expect the plan-and-approve step to grow in orthopaedics. Your judgement about when to operate, when to convert and when to stop is what the systems still depend on; the question to watch is who controls training and sign-off on the robot in your trust.

Your options#

Four directions, each with its real constraints and one thing you can test this week. Continuing as you are is a legitimate choice — it just has to be a chosen one.

Stay and strengthen

Stay in your specialty, and add robotic credentials

Robot-assisted surgery is being extended to more procedures in the NHS, and surgeons who can operate both at the console and by hand cover the cases a robot cannot.

Real constraints

Access to a robot and to proctored cases depends on your hospital, and training is often organised by the manufacturer rather than a national programme.

Test this week

Find out which robotic system your hospital uses or plans to buy, and what it requires before a surgeon may operate on it independently.

Reshape the role

Take on training and credentialing for the robotic programme

The surgical college and the NHS both say training is ad hoc and uneven; hospitals introducing robots need surgeons who can proctor, set standards and audit outcomes.

Real constraints

This work is often unpaid or squeezed into operating time, and it usually needs a substantial robotic case log first.

Test this week

Ask who signs off surgeons for robotic operating in your trust, and whether there is a local robotic lead or training committee you could join.

Adjacent move

Move into surgical device evaluation or clinical safety

New robotic systems are being admitted to health systems on condition that evidence is gathered; that evidence has to be designed, collected and judged by people who understand surgery.

Real constraints

Roles in evaluation, regulation or industry usually mean less operating, and industry roles carry a commercial stake that clinical roles do not.

Test this week

Read NICE's early value assessment for the robotic systems in your field and note what evidence it asks hospitals to collect.

Common questions#

Will AI and robots replace surgeons?

Not on present evidence. The surgical robots in hospitals are controlled by a surgeon at a console and do not operate by themselves. A research robot has done some steps of a gallbladder removal on its own, outside the body, and its authors say a surgeon should always oversee it. What is changing is how surgeons operate: more keyhole surgery at a robot's console, and in joint replacement, plans built on CT that a robot carries out.

How long do I have before this job disappears?

We do not answer that with a number of years. There is a signal you can watch instead: whether robots in your field are still controlled from a console by a surgeon, or whether regulators start approving systems that carry out whole steps on patients by themselves. The first is the change under way; the second would be the change that matters for this job.

Can a robot perform surgery on its own?

Not in routine care. In a 2025 study, a research robot performed the clipping and cutting steps of gallbladder removal autonomously on eight gallbladders outside the body, with a 100% success rate; it was slower than the surgeon, it has not operated on a living patient, and its authors say a surgeon should always oversee it.

Is it still worth training to become a surgeon?

The evidence here does not point to fewer surgeons; it points to surgeons working differently. Expect to learn robotic systems alongside open and keyhole surgery, and expect training on robots to depend heavily on where you train, because there are no standard minimum requirements yet.

How we know

What these judgements rest on#

4 of 6 task judgements on this page are backed by a verified event and 2 are platform inference, each labelled where it appears. Behind them sit 3 technology dimensions, a reconstructed trajectory since language models reached the public, and 6 verified events.

See which technologies, how it got here, and the method →

Where it sits in the official classification: skills, knowledge, related jobs →

Other roles in the same function#

A company divides its work into functions before it divides it into jobs. These sit in Core delivery (industry-specific) alongside this one — a fact about org charts, not a judgement that they are similar or that they are changing in the same direction.

Content moderator · Registered nurse · Radiologist · Radiographer / radiologic technologist · General practitioner / primary care doctor · Care worker / nursing assistant · Counsellor / therapist · Pharmacist · Pharmacy technician · School teacher · University lecturer · Chef / cook · Electrician · Plumber · Architect · Interior designer · Civil / structural engineer · Electrical engineer · Mechanical engineer · Industrial engineer · Quantity surveyor · Journalist · Editor and proofreader · Translator / Interpreter · Interpreter · Retail cashier / shop assistant · Bank teller · Medical assistant / clinic assistant · Waiter / restaurant server · Construction worker · Auto mechanic / vehicle technician · Medical laboratory technician · Physiotherapist / rehabilitation therapist · Firefighter · Police officer · Farmer · Social worker · Dentist · Veterinarian · Librarian · Welder · Sonographer