swaging machine operator
Role lens
Shape the future of metalwork as a swaging machine operator! This skilled role involves precision and technical expertise, transforming raw metal into essential components for various industries.
As a swaging machine operator, you'll be responsible for setting up and operating specialized rotary swaging machines. These machines use compressive force to reshape metal workpieces, primarily ferrous and non-ferrous metals, without removing any material. You'll carefully monitor the process, ensuring accuracy and quality, and troubleshoot any issues that arise to maintain efficient production.
- • Setting up swaging machines according to specifications and production orders.
- • Monitoring machine operations and making adjustments as needed to ensure dimensional accuracy.
- • Inspecting finished workpieces for defects and adherence to quality standards.
Where this occupation is in demand
Reported labour shortages and surpluses, by year. Published for occupation groups, not for individual job titles.
Deeper colour: reported the same way in more consecutive years.
Figures cover Metal, machinery and related trades workers — 106 jobs including this one.
In shortage: Austria, Belgium, Bulgaria, Croatia and 11 more.
Longest-running shortage: Austria, 3 years.
Select a place on the map to see its figures.
About this source›
Source: ELA/EURES labour shortages and surpluses. Readings are published at occupation-group level, and cover Europe. Editions differ in annex layout and country coverage, so a change between years does not always mean the labour market changed. Countries in grey were not reported, which is not the same as being in balance.
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Could swaging machine operator fit you?
Answer three quick questions. This is not a full assessment — it is a teaser to help you decide whether to compare your profile.
Do you enjoy tasks that require Dependability?
Do you enjoy tasks that require Attention to Detail?
Do you enjoy tasks that require Self-Control?
Future Outlook for swaging machine operator
The outlook for swaging machine operator reflects a balanced mix of automation exposure and durable, human-led work.
How are these scores calculated?
The Resilience Score (0–100) estimates how structurally protected this occupation is from automation and AI disruption, based on task-level analysis. Higher scores mean more human-judgment-intensive tasks. AI Exposure shows the estimated percentage of task hours that current AI capabilities could affect. These are model-derived structural indicators, not predictions about individual job security.
How could swaging machine operator change as AI adoption grows?
This role is likely to change gradually, with AI supporting selected tasks rather than replacing the whole occupation.
Illustrative scenario based on task automatability — not a forecast. Values are rounded the further ahead you look.
How could swaging machine operator change as AI adoption grows?
This role is likely to change gradually, with AI supporting selected tasks rather than replacing the whole occupation.
Illustrative scenario based on task automatability — not a forecast. Values are rounded the further ahead you look.
How AI may change this role
Deterministic, model-based interpretation of current role signals — not a guarantee of replacement.
What still depends on people
- perform test run
- troubleshoot
- ensure equipment availability
Where AI may become a co-pilot
- remove inadequate workpieces
- remove processed workpiece
- hold metal work piece in machine
Tasks most exposed to automation
No single task here is highly automatable yet.
Vital Signs & AI Vectors
AI Exposure Vectors
0-100%Exposure to physical automation, robotics, and sensor-driven task displacement
Exposure to AI-assisted analysis, pattern recognition, and predictive modelling tasks
Exposure to content generation, creative augmentation, and large language model tools
Exposure to workflow automation, decision-support software, and process digitisation
Technical Details
NexFuture v3.0 estimates automation exposure natively from ESCO essential-skill groups, weighted by skill mass and calibrated against expert anchors. Scores are probabilistic estimates, not guarantees. See the NexFuture Methodology White Paper for full details.
Measures automation exposure. It does not measure pay, demand, or how many jobs exist near you.
What people in this role usually do
Advanced Manufacturing
A typical day as a swaging machine operator
09 09:00 · Morning ensure equipment availability
10 10:30 · Mid-morning monitor automated machines
12 12:00 · Midday perform test run
14 14:00 · Afternoon tend swaging machine
15 15:30 · Late afternoon hold metal work piece in machine
17 17:00 · Wrap-up monitor moving workpiece in a machine
Task order is illustrative. Individual days vary.
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ferrous metal processing
Various processing methods on iron and iron-containing alloys such as steel, stainless steel and pig iron.
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manufacture of small metal parts
The manufacture of metal cable, plaited bands and other articles of that type, uninsulated or insulated cable not capable of being used as a conductor of electricity, coated or cored wire as well as barbed wire, wire fencing, grill, netting, cloth etc. Manufacture of coated electrodes for electric arc-welding, nails and pins, chain and springs (except watch springs), as well as leaves for springs.
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manufacturing of cutlery
The manufacture of different cutlery items, such as forks, spoons, knives, razors or scissors.
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manufacturing of door furniture from metal
The manufacture of metal items that can be attached to a door in order to support its function and appearance. The manufacture of padlocks, locks, keys, hinges and the like, and hardware for buildings, furniture, vehicles etc.
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manufacturing of doors from metal
The manufacture of metal doors, windows and their frames, shutters and gates, and the metal room partitions for floor attachment.
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manufacturing of light metal packaging
The manufacture of tins and cans for food products, collapsible tubes and boxes, and of metallic closures.
- forging processes
- quality and cycle time optimisation
- quality standards
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remove processed workpiece
Remove individual workpieces after processing, from the manufacturing machine or the machine tool. In case of a conveyor belt this involves quick, continuous movement.
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hold metal work piece in machine
Manually position and hold a, potentially heated, metal work piece for the machine to perform the necessary metalworking processes on it. Take the forming character of the machine into account in order to optimally place and maintain the processed work piece.
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monitor automated machines
Continuously check up on the automated machine's set-up and execution or make regular control rounds. If necessary, record and interpret data on the operating conditions of installations and equipment in order to identify abnormalities.
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supply machine
Ensure the machine is fed the necessary and adequate materials and control the placement or automatic feed and retrieval of work pieces in the machines or machine tools on the production line.
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tend swaging machine
Tend a swaging machine, designed for forming usually cold metal by use of a high energy force and swage blocks, monitor and operate it, according to regulations.
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remove inadequate workpieces
Evaluate which deficient processed workpieces do not meet the set-up standard and should be removed and sort the waste according to regulations.
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troubleshoot
Identify operating problems, decide what to do about it and report accordingly.
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monitor moving workpiece in a machine
Monitor the processing of a workpiece in motion, such as a piece of metal or wood moved linearly over a static manufacturing machine.
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perform test run
Perform tests putting a system, machine, tool or other equipment through a series of actions under actual operating conditions in order to assess its reliability and suitability to realise its tasks, and adjust settings accordingly.
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ensure equipment availability
Ensure that the necessary equipment is provided, ready and available for use before start of procedures.
Skill DNA
Work personality traits and values that define this role
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Where does swaging machine operator fit?
Similarity scores based on skill overlap from ESCO data.
Frequently asked questions
- What types of metals do swaging machine operators typically work with?
- Swaging machine operators work with a wide range of metals, including ferrous metals like steel and iron, as well as non-ferrous metals such as aluminum, copper, and brass. The specific metals used depend on the industry and the components being manufactured.
- What skills are important for success in this role, beyond operating the machine?
- Beyond machine operation, strong attention to detail, problem-solving abilities, and mechanical aptitude are crucial. The ability to read technical drawings and understand quality control procedures is also essential. You’ll need to work systematically and methodically (1.C.5.a, 1.C.5.b) and be prepared to adapt to changing priorities (1.C.4.a).
- Is this a solitary role, or do I work closely with a team?
- This role is primarily an employment-based position, meaning you’ll typically work as an employee within a manufacturing facility. While the core operation is often performed individually, you’ll frequently interact with engineers, quality control personnel, and other machine operators to ensure smooth production and address any challenges (1.C.5.c, 1.C.3.a).
- Swaging Machine Operator — is there a shortage in Europe?
- Yes. In the 2025 ELA/EURES edition, a shortage was reported in 15 of the 17 European countries that assessed this occupation group: Austria, Belgium, Bulgaria, Czechia and 11 more. Austria has reported one for 3 consecutive years. These assessments are published per occupation group rather than per job title.
- Swaging Machine Operator — what does it pay in the United States?
- $49,240 a year at the median, as of 2025-05. State medians run from $35,630 to $69,210. Source: US Bureau of Labor Statistics. This is a United States figure and not a projection for Europe.