How AI is reshaping trades & technical in the UK — 2026 data

Mechanical engineers apply physics and materials science to design, develop and maintain mechanical systems.

See full intelligence →

Civil engineers design, build and maintain infrastructure including roads, bridges, tunnels, water systems and public buildings. AI-powered generative design tools and structural analysis software are augmenting the design and calculation process. Physical site work, client relationships, regulatory approval and engineering judgement remain distinctly human. The role is evolving rather than being displaced.

See full intelligence →

UK electricians installing, maintaining, and repairing electrical systems in residential, commercial, and industrial settings. One of the most resilient trades to automation — physical dexterity, contextual problem solving, and on-site judgment in variable environments remain beyond current robotic capability.

See full intelligence →

UK plumbers installing, maintaining, and repairing water, heating, and gas systems in residential and commercial settings. Physical installation, fault diagnosis in variable environments, and Gas Safe regulatory requirements make this one of the most resilient trades to automation.

See full intelligence →

Warehouse operatives pick, pack, sort and dispatch goods in warehouses and distribution centres. This role faces one of the highest robotics displacement risks on the platform. Amazon-style robotic picking systems, autonomous mobile robots and conveyor automation are already replacing significant portions of warehouse labour in large fulfilment centres. The trajectory is toward Robot-Centric operations where humans supervise and manage exceptions rather than perform the physical tasks. Workers in this role should urgently consider upskilling toward robotics operation, maintenance, or logistics management.

See full intelligence →

Production line operatives operate machinery and perform assembly and processing tasks in manufacturing facilities. Industrial robots and collaborative robots (cobots) are progressively automating repetitive production tasks. The UK Government has pledged significant investment in industrial robot adoption. The human role is shifting toward cobot supervision, quality control, and exception handling as robotic systems take over routine production tasks. Elevated demand reflects current employer need but the structural trajectory is toward significant automation.

See full intelligence →

Agricultural workers perform manual tasks in farming, horticulture, and food production including planting, harvesting, tending crops and livestock. The UK faces a well-documented agricultural labour shortage contributing to Critical demand classification. Robotic harvesting, autonomous tractors, drone-based crop monitoring and precision agriculture technology are transforming farm operations. However seasonal variability, unstructured outdoor environments, and the diversity of agricultural tasks means human workers remain essential for the foreseeable future. AI and robotics are extending rather than replacing agricultural workers in most current applications.

See full intelligence →

Robotics engineers design, build, programme and test robotic systems for manufacturing, logistics, healthcare, defence and other sectors. This is one of the fastest-growing engineering disciplines in the UK. As investment in industrial automation and collaborative robotics accelerates, demand for robotics engineers is significantly outpacing supply. AI design tools and simulation software are extending the capability of robotics engineers dramatically. The role has one of the highest Extension Scores in the Trades and Technical cluster.

See full intelligence →

Automation engineers design and implement automated systems for manufacturing, logistics, and industrial processes. They work with PLCs, SCADA systems, robotics, and increasingly AI-powered control systems. As UK manufacturers invest in automation to address labour shortages and productivity challenges, demand for automation engineers is growing significantly despite the Not in high demand ONS classification which reflects the broader production engineering category. AI tools are dramatically extending automation engineers' capability to design, simulate and optimise complex automated systems.

See full intelligence →

Robotics technicians install, maintain, troubleshoot and repair robotic systems in manufacturing, logistics, healthcare and other sectors. As the installed base of industrial robots and collaborative robots in the UK grows, the demand for technicians who can keep them operational is growing at pace. This is a role with strong job security — physical presence on site, hands-on technical judgment, and system-specific expertise make it resilient to both AI and further robotics displacement. Critical demand reflects genuine and growing employer need.

See full intelligence →

Train drivers operate passenger and freight trains across the UK rail network. Driverless train technology is already operational on parts of the London Underground including the Docklands Light Railway and sections of the Jubilee line. The RMT union dispute over automation reflects the real and ongoing pressure to remove drivers from the cab. However mainline rail automation faces significant regulatory, safety, and union barriers that make near-term widespread automation unlikely. The role has a meaningful displacement trajectory over a 10-15 year horizon even if the near-term picture is more stable.

See full intelligence →

Cleaners maintain hygiene and cleanliness in commercial, industrial, and domestic environments. With nearly half a million workers this is one of the largest occupational groups in the UK. Robotic floor cleaning, autonomous vacuum systems, and UV disinfection robots are increasingly deployed in hospitals, offices, airports, and retail environments. The displacement trajectory is significant but slower than often assumed — unstructured environments, variable layouts, and tasks requiring judgment and dexterity remain challenging for robots. The role is shifting rather than disappearing in the near term.

See full intelligence →

Security guards protect people, property and assets across retail, commercial, events, and critical infrastructure environments. AI surveillance systems, facial recognition technology, and autonomous patrol robots are being deployed alongside human guards. However physical deterrence, dynamic response to incidents, legal authority, and the human judgment required in complex situations remain distinctly human. Elevated demand reflects genuine employer need. The role is evolving toward a hybrid model where guards manage and respond to AI surveillance systems rather than performing manual patrols alone.

See full intelligence →

Window cleaners maintain the external and internal glass of commercial and residential buildings. Drone-based window cleaning systems and robotic facade maintenance robots are already deployed on large commercial buildings in the UK and internationally. For high-rise and large commercial buildings the automation trajectory is clear. Domestic and smaller commercial window cleaning remains more resilient due to access complexity and smaller scale economics. This role has one of the more significant robotics displacement trajectories on the platform for the commercial segment.

See full intelligence →

Gardeners and landscapers design, plant, maintain and manage outdoor spaces for residential, commercial, and public clients. Robotic lawnmowers are mainstream consumer products. Autonomous landscaping systems for large grounds maintenance are emerging commercially. AI-powered plant disease detection and irrigation systems are changing horticultural practice. However creative garden design, planting judgment, client relationships, and the dexterity required for detailed horticultural work remain distinctly human. The role is evolving with robotic tools as assistants rather than replacements.

See full intelligence →

Vehicle technicians and mechanics diagnose, service, and repair cars, vans, motorcycles and other vehicles. AI diagnostic tools are transforming fault identification — what previously required experienced intuition is increasingly assisted by AI systems that analyse vehicle data and identify faults. The electric vehicle transition is simultaneously disrupting the entire skills base, reducing engine complexity while increasing electronic systems complexity. Elevated demand reflects genuine employer need as the skills transition creates a shortage of EV-qualified technicians. Physical repair work and on-site judgment remain human.

See full intelligence →

Pilots operate commercial, cargo and private aircraft, responsible for the safe transport of passengers and freight. Autopilot systems already handle the majority of in-flight operations and AI co-pilot technology is advancing rapidly. The aviation industry is actively debating single-pilot commercial operations. However the Human Primacy Index is among the highest on the platform — passengers, regulators, and insurers demand human presence in the cockpit. Legal, ethical, and public trust barriers make full automation unlikely in the near term despite technical capability advancing. The role is evolving toward greater AI augmentation while remaining distinctly human.

See full intelligence →

Carpenters and joiners construct, install, and repair wooden structures, fixtures and fittings in buildings and construction. CNC routing machines and robotic joinery equipment are used in manufacturing contexts. AI design tools are changing how bespoke joinery is planned and specified. However on-site carpentry, bespoke fitting, problem-solving in real building environments, and the craft judgment that distinguishes excellent from adequate work remain distinctly human. The UK construction sector faces a significant skilled trades shortage making this a resilient career despite modest automation pressure.

See full intelligence →

Delivery drivers transport goods from warehouses and distribution centres to homes and businesses.

See full intelligence →