NexFuture™ Intelligence
Evolving Careers
These roles are experiencing rapid technical integration. Success depends on mastering AI tools and adapting to automated cognitive workflows.
- related occupations
- 1005
- Industry
- 14
- Career field
- 64
NexFuture™ is a research model by NexPath. Scores are updated as O*NET and ESCO datasets refresh. This is not employment advice. Personal skills, location, and local labor market conditions still matter.
AI exposure
The estimated share of this role's ESCO-defined skills that are susceptible to automation by current AI, software, or robotic systems. Computed from the occupation's ESCO skill composition only.
Future-Strong: NFI >= 70, Evolving: 50-69, At Risk: 30-49, Critical Transition: below 30. Tiers are thresholds on the Future Index, not predictions of job loss.
Career field
Production & Automation 93 Industrial Machinery 92 Skilled Trades 68 Engineering 63 Leadership & Operations 62 Retail & Customer Experience 43
Industry group
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Advanced Manufacturing 283
Production & Automation 93 · AI exposure %
- insulating tube winder 42%
- fibreglass machine operator 41%
- electronic equipment assembler 41%
- filament winding operator 41%
- spinning machine operator 41%
- wire harness assembler 41%
- wood production supervisor 41%
- injection moulding operator 40%
- spinning textile operator 40%
- mattress maker 40%
- sawmill operator 40%
- optical instrument assembler 39%
- plodder operator 39%
- precision instrument assembler 39%
- pultrusion machine operator 39%
- edge bander operator 39%
- textile machine operator 39%
- automation engineering technician 39%
- plastic and rubber products manufacturing supervisor 39%
- precision mechanics supervisor 39%
- weaver 39%
- footwear 3D developer 39%
- wax bleacher 39%
- industrial assembly supervisor 38%
- rubber goods assembler 38%
- electrical equipment production supervisor 38%
- textile printer 38%
- motor vehicle engine assembler 38%
- printing textile technician 38%
- bicycle assembler 38%
- mattress making machine operator 38%
- metal production manager 38%
- knitting machine supervisor 38%
- textile chemist 38%
- brush maker 38%
- electrical cable assembler 38%
- perfume production machine operator 38%
- textile technologist 38%
- metal products assembler 37%
- screen making technician 37%
- industrial production manager 37%
- clay products dry kiln operator 37%
- straightening machine operator 37%
- motor vehicle parts assembler 37%
- vessel engine assembler 37%
- auger press operator 36%
- embroidery machine operator 36%
- orthopaedic footwear technician 36%
- battery assembler 35%
- tufting operator 35%
- foundry moulder 35%
- medical device assembler 35%
- braiding machine operator 35%
- control panel assembler 35%
- nonwoven filament machine operator 35%
- air separation plant operator 34%
- production engineering technician 34%
- foundry manager 34%
- textile pattern making machine operator 34%
- weaving machine operator 34%
- shoemaker 34%
- packaging production manager 34%
- blender operator 34%
- rolling stock assembler 34%
- manufacturing facility manager 34%
- canning and bottling line operator 34%
- electrical equipment assembler 34%
- wicker furniture maker 34%
- footwear CAD patternmaker 33%
- leather goods production manager 33%
- battery manufacturing technician 33%
- cigar brander 33%
- hand lasting operator 33%
- pill maker operator 33%
- cosmetics production machine operator 33%
- printed circuit board assembler 33%
- soap maker 32%
- dental instrument assembler 32%
- textile finishing machine operator 32%
- motor vehicle assembly supervisor 31%
- leather goods production supervisor 31%
- production supervisor 31%
- chemical plant manager 30%
- leather goods hand stitcher 30%
- rolling stock assembly supervisor 30%
- leather goods manufacturing technician 30%
- sole and heel operator 29%
- chemical processing supervisor 29%
- mineral processing operator 29%
- footwear finishing and packing operator 28%
- knitting machine operator 28%
- leather goods finishing operator 28%
- leather goods stitching machine operator 27%
Industrial Machinery 92 · AI exposure %
- railway car upholsterer 42%
- V-belt finisher 41%
- wood router operator 41%
- router operator 41%
- tool grinder 41%
- wire weaving machine operator 40%
- aircraft gas turbine engine overhaul technician 40%
- casting machine operator 40%
- metal polisher 40%
- optical instrument repairer 40%
- riveter 40%
- punch press operator 40%
- tool and die maker 40%
- battery maintenance technician 40%
- spring maker 40%
- aircraft assembler 40%
- digital prototyper 40%
- electromechanical engineering technician 40%
- maintenance and repair engineer 39%
- motor vehicle body assembler 39%
- electromechanical equipment assembler 39%
- plasma cutting machine operator 39%
- forge equipment technician 39%
- gear machinist 38%
- slitter operator 38%
- spark erosion machine operator 38%
- twisting machine operator 38%
- engraving machine operator 38%
- winding machine operator 38%
- metal furnace operator 37%
- drill press operator 37%
- oxy fuel burning machine operator 37%
- precision mechanic 37%
- pneumatic systems technician 37%
- screw machine operator 37%
- wooden furniture machine operator 37%
- fluid power technician 37%
- grinding machine operator 37%
- lathe and turning machine operator 36%
- coking furnace operator 36%
- boring machine operator 36%
- metal rolling mill operator 36%
- computer numerical control machine operator 36%
- metalworking lathe operator 36%
- tumbling machine operator 36%
- petroleum pump system operator 36%
- drilling machine operator 36%
- water jet cutter operator 36%
- metal drawing machine operator 35%
- stamping press operator 35%
- laser beam welder 35%
- laser cutting machine operator 35%
- leather goods patternmaker 35%
- milling machine operator 35%
- rotating equipment mechanic 35%
- textile machinery technician 35%
- industrial maintenance supervisor 35%
- filing machine operator 35%
- laser marking machine operator 34%
- mechanical forging press worker 34%
- surgical instrument maker 34%
- hydraulic forging press worker 34%
- boilermaker 34%
- extrusion machine operator 34%
- heat sealing machine operator 34%
- metal nibbling operator 34%
- metal production supervisor 34%
- metal sawing machine operator 33%
- deburring machine operator 33%
- electron beam welder 33%
- power tool repair technician 33%
- swaging machine operator 33%
- anodising machine operator 32%
- industrial machinery assembler 32%
- drop forging hammer worker 32%
- surface grinding machine operator 31%
- cylindrical grinder operator 31%
- spot welder 31%
- electroplating machine operator 31%
- industrial machinery mechanic 31%
- medical device engineering technician 31%
- upsetting machine operator 30%
- blacksmith 30%
- electrical engineering technician 30%
- computer hardware repair technician 30%
- coating machine operator 29%
- microelectronics maintenance technician 29%
- dip tank operator 29%
- metal additive manufacturing operator 29%
- cutting machine operator 29%
- lacquer spray gun operator 28%
- lasting machine operator 28%
Engineering 63 · AI exposure %
- gunsmith 40%
- military engineer 40%
- production engineer 40%
- tooling engineer 40%
- metallurgical manager 40%
- microsystem engineer 39%
- packing machinery engineer 39%
- photonics engineer 39%
- electromechanical drafter 39%
- process engineer 39%
- electromagnetic engineer 39%
- automotive engineer 38%
- optomechanical engineer 38%
- microelectronics engineer 38%
- electronics engineering technician 38%
- product development engineering technician 38%
- fluid power engineer 37%
- optoelectronic engineer 37%
- engineering assistant 37%
- battery system engineer 37%
- container equipment design engineer 37%
- medical device engineer 36%
- optical engineer 36%
- semiconductor processor 36%
- microelectronics materials engineer 36%
- synthetic materials engineer 36%
- industrial tool design engineer 36%
- sensor engineering technician 36%
- rotating equipment engineer 36%
- instrumentation engineering technician 36%
- refurbishing technician 35%
- thermal engineer 35%
- instrumentation engineer 35%
- mine mechanical engineer 35%
- automotive engineering technician 35%
- optomechanical engineering technician 35%
- electrical engineer 35%
- material stress analyst 35%
- metallurgist 34%
- power distribution engineer 34%
- leather goods industrial engineer 34%
- chemical metallurgist 33%
- microelectronics engineering technician 33%
- industrial engineering technician 33%
- aerospace engineer 33%
- manufacturing manager 33%
- mechanical engineering technician 33%
- photonics engineering technician 33%
- homologation engineer 32%
- hydropower technician 32%
- aerodynamics engineer 32%
- manufacturing engineer 32%
- electronics drafter 32%
- wood technology engineer 31%
- optoelectronic engineering technician 31%
- mechanical engineering drafter 31%
- process engineering technician 31%
- compliance engineer 30%
- microelectronics designer 30%
- surface engineer 30%
- industrial engineer 30%
- mechanical engineer 30%
- electrical drafter 28%
Safety & Quality Assurance 28 · AI exposure %
- cosmetic chemist 41%
- metal product quality control inspector 40%
- computer hardware test technician 40%
- control panel tester 38%
- textile process controller 38%
- liquid waste treatment plant operator 38%
- test engineer 37%
- motor vehicle assembly inspector 37%
- chemical tester 36%
- aircraft engine inspector 36%
- rubber technologist 36%
- cigar inspector 35%
- watch and clock repairer 35%
- electronic equipment inspector 34%
- sports equipment repair technician 33%
- mine manager 32%
- leather goods quality controller 32%
- printed circuit board test technician 32%
- electrical equipment inspector 32%
- rolling stock assembly inspector 32%
- fire safety tester 31%
- mine safety officer 31%
- leather goods quality control laboratory technician 30%
- aircraft assembly inspector 30%
- theme park technician 29%
- vessel assembly inspector 29%
- footwear quality control laboratory technician 29%
- leather goods quality technician 28%
Construction 112
Skilled Trades 68 · AI exposure %
- stonemason 41%
- vehicle glazier 40%
- manufactured wooden building assembler 39%
- floor and wall coverings specialised seller 39%
- staircase installer 38%
- carpenter 38%
- upholsterer 38%
- building exterior cleaner 37%
- heating, ventilation, air conditioning engineer 37%
- plate glass installer 36%
- road sign installer 36%
- construction scaffolding supervisor 36%
- electrician 36%
- bricklayer 35%
- bricklaying supervisor 35%
- construction painter 35%
- carpenter supervisor 34%
- furniture finisher 34%
- tile fitter 34%
- concrete finisher 34%
- bathroom fitter 34%
- plastering supervisor 34%
- refrigeration air condition and heat pump technician 34%
- construction scaffolder 34%
- road marker 34%
- terrazzo setter supervisor 34%
- sewerage maintenance technician 34%
- sheet metal worker 33%
- resilient floor layer 33%
- heating, ventilation, air conditioning (and refrigeration) drafter 33%
- hardwood floor layer 33%
- window installer 33%
- kitchen unit installer 33%
- ornamental metal worker 33%
- cabinet maker 33%
- surface treatment operator 33%
- tiling supervisor 33%
- door installer 33%
- terrazzo setter 33%
- structural ironwork supervisor 32%
- house sitter 32%
- concrete finisher supervisor 32%
- coppersmith 32%
- road maintenance worker 32%
- brigadier 31%
- sprinkler fitter 31%
- plumbing supervisor 31%
- construction painting supervisor 31%
- heating technician 31%
- paperhanger 31%
- building electrician 30%
- fiberglass laminator 30%
- household appliances repair technician 30%
- lift technician 30%
- road maintenance technician 30%
- abrasive blasting operator 30%
- carpet fitter 30%
- glass installation supervisor 29%
- asbestos abatement worker 29%
- locksmith 29%
- chimney sweep supervisor 29%
- plumber 29%
- roofing supervisor 29%
- structural ironworker 29%
- chimney sweep 29%
- welder 29%
- handyperson 28%
- electrical supervisor 28%
Equipment Operation & Maintenance 20 · AI exposure %
- clay kiln burner 42%
- material testing technician 40%
- desalination technician 35%
- street sweeper 34%
- prop master/prop mistress 34%
- quarry engineer 34%
- construction equipment technician 34%
- mine electrical engineer 33%
- water plant technician 32%
- dredge operator 32%
- crane crew supervisor 31%
- dredging supervisor 31%
- mine production manager 30%
- mobile crane operator 30%
- drill operator 30%
- pile driving hammer operator 29%
- driller 29%
- offshore renewable energy technician 29%
- onshore wind farm technician 29%
- roustabout 27%
Construction Planning & Development 18 · AI exposure %
- construction manager 41%
- communication infrastructure maintainer 40%
- bridge construction supervisor 40%
- explosives engineer 39%
- construction quality inspector 38%
- land planner 38%
- geological engineer 37%
- quarry manager 35%
- construction general contractor 34%
- construction quality manager 32%
- water conservation technician supervisor 32%
- corrosion technician 32%
- mine ventilation engineer 31%
- sewer construction supervisor 31%
- construction engineer 30%
- civil engineering technician 30%
- building inspector 29%
- civil engineering worker 28%
Architecture & Civil Engineering 6 · AI exposure %
Management & Entrepreneurship 110
Leadership & Operations 62 · AI exposure %
- import export manager in china and other glassware 41%
- import export manager in hardware, plumbing and heating equipment and supplies 41%
- import export manager in textile industry machinery 41%
- department store manager 40%
- import export manager in chemical products 40%
- laundromat attendant 40%
- lottery manager 40%
- import export manager in watches and jewellery 40%
- pension scheme manager 40%
- verger 40%
- EU funds manager 39%
- import export manager in computers, computer peripheral equipment and software 39%
- legal administrative assistant 39%
- import export manager in furniture, carpets and lighting equipment 38%
- mobility services manager 38%
- betting manager 38%
- business service manager 38%
- housing manager 38%
- executive assistant 38%
- import export manager in electrical household appliances 38%
- checkout supervisor 38%
- chief operating officer 38%
- motor vehicle aftersales manager 38%
- import export manager in beverages 37%
- import export manager in agricultural machinery and equipment 37%
- import export manager in hides, skins and leather products 37%
- procurement department manager 37%
- import export manager in metals and metal ores 36%
- economic policy officer 36%
- import export manager in waste and scrap 36%
- shop supervisor 36%
- import export manager in textiles and textile semi-finished and raw materials 36%
- import export manager in tobacco products 36%
- chief executive officer 36%
- secretary general 35%
- import export manager in perfume and cosmetics 35%
- import export manager in flowers and plants 35%
- leather goods product development manager 35%
- human resources assistant 34%
- import export manager in agricultural raw materials, seeds and animal feeds 34%
- antique shop manager 34%
- laundry workers supervisor 34%
- import export manager in coffee, tea, cocoa and spices 34%
- import export manager in pharmaceutical goods 34%
- import export manager in sugar, chocolate and sugar confectionery 34%
- jewellery and watches shop manager 33%
- import export manager in fruit and vegetables 33%
- import export manager in meat and meat products 32%
- refinery shift manager 32%
- recruitment consultant 31%
- fuel station manager 31%
- human resources officer 31%
- tourism policy director 31%
- beauty salon manager 30%
- photography shop manager 30%
- corporate training manager 30%
- travel agency manager 30%
- university department head 30%
- kitchen and bathroom shop manager 29%
- veterinary receptionist 29%
- member of parliament 29%
- embassy counsellor 28%
Regulation 31 · AI exposure %
- customs and excise officer 41%
- case administrator 41%
- notary 41%
- government planning inspector 40%
- political party agent 40%
- competition policy officer 39%
- legal assistant 39%
- regulatory affairs manager 38%
- import export specialist in machine tools 38%
- import export manager in clothing and footwear 37%
- licensing officer 37%
- import export specialist in chemical products 36%
- parliamentary assistant 35%
- utilities inspector 34%
- import export specialist in mining, construction, civil engineering machinery 34%
- lottery cashier 34%
- import export specialist in textile industry machinery 33%
- import export specialist in electrical household appliances 33%
- import export specialist in electronic and telecommunications equipment 32%
- import export specialist in watches and jewellery 31%
- social security inspector 30%
- customs officer 30%
- import export specialist in furniture, carpets and lighting equipment 30%
- election agent 29%
- legal policy officer 29%
- import export specialist in pharmaceutical goods 29%
- corporate lawyer 29%
- import export specialist in dairy products and edible oils 28%
- import export specialist in metals and metal ores 28%
- import export specialist in hides, skins and leather products 28%
- import export specialist in waste and scrap 28%
Project Management 8 · AI exposure %
- public procurement specialist 40%
- intercultural communication consultant 39%
- footwear product development manager 39%
- import export specialist in machinery, industrial equipment, ships and aircraft 37%
- contract engineer 34%
- assistant video and motion picture director 33%
- contract manager 29%
- post-production supervisor 28%
Entrepreneurship & Small Business 6 · AI exposure %
- import export manager in office furniture 41%
- retail entrepreneur 40%
- import export manager in machinery, industrial equipment, ships and aircraft 38%
- import export manager in live animals 33%
- import export manager in dairy products and edible oils 33%
- import export manager in fish, crustaceans and molluscs 32%
Business Information Management 3 · AI exposure %
Supply Chain & Transportation 97
Planning & Logistics 22 · AI exposure %
- textile operations manager 40%
- pipeline superintendent 39%
- meter reader 37%
- import export specialist in household goods 36%
- distribution manager 35%
- relocation officer 35%
- import export specialist in office machinery and equipment 35%
- import export manager in wood and construction materials 35%
- freight transport dispatcher 35%
- import export specialist in hardware, plumbing and heating equipment 33%
- distribution centre dispatcher 33%
- import export specialist in china and other glassware 33%
- finishing textile technician 32%
- forwarding manager 31%
- live animal transporter 31%
- international forwarding operations coordinator 30%
- gas scheduling representative 30%
- import export specialist 29%
- import export specialist in office furniture 29%
- import export specialist in agricultural machinery and equipment 28%
- stevedore superintendent 28%
- intermodal logistics manager 27%
Ground & Rail Transportation 19 · AI exposure %
- rail project engineer 40%
- moving truck driver 39%
- rolling stock engineer 38%
- rolling stock engine tester 37%
- transport engineer 37%
- rolling stock inspector 37%
- dangerous goods driver 36%
- refuse vehicle driver 35%
- tow truck driver 35%
- railway infrastructure inspector 35%
- motorcycle delivery person 34%
- bus route supervisor 33%
- road transport division manager 33%
- road operations manager 33%
- rail traffic controller 31%
- taxi controller 31%
- train preparer 30%
- car and van delivery driver 30%
- logistics and distribution manager 29%
Maintenance & Repair 19 · AI exposure %
- gas station operator 41%
- tyre vulcaniser 40%
- drapery and carpet cleaner 40%
- transport equipment painter 39%
- predictive maintenance expert 39%
- boat rigger 39%
- shoe repairer 37%
- building caretaker 35%
- roadside vehicle technician 35%
- motor vehicle engine inspector 35%
- bicycle mechanic 34%
- rolling stock engine inspector 33%
- vehicle electronics installer 32%
- automotive electrician 31%
- mobile phone repair technician 31%
- vehicle technician 31%
- automotive battery technician 30%
- furniture cleaner 30%
- office equipment repair technician 29%
Marine Transportation 18 · AI exposure %
- ship pilot dispatcher 39%
- marine engineering technician 38%
- naval architect 38%
- vessel engine inspector 36%
- marine electronics technician 36%
- rail maintenance technician 36%
- marine fitter 35%
- ship planner 34%
- marine cargo inspector 34%
- sailor 33%
- marine surveyor 32%
- vessel operations coordinator 31%
- maritime pilot 31%
- ship assistant engineer 30%
- ship captain 30%
- shipwright 29%
- marine engineer 28%
- marine chief engineer 28%
Air & Space Transportation 13 · AI exposure %
- aircraft interior technician 41%
- aerospace engineering drafter 39%
- aircraft cargo operations coordinator 37%
- aircraft engine assembler 37%
- satellite engineer 36%
- aviation inspector 35%
- airport chief executive 35%
- aircraft de-icer installer 34%
- aircraft dispatcher 34%
- aircraft assembly supervisor 30%
- aerospace engineering technician 30%
- avionics inspector 29%
- air traffic instructor 28%
Purchasing & Warehousing 6 · AI exposure %
Agriculture 86
Plant Systems 26 · AI exposure %
- vineyard worker 40%
- arboriculturist 37%
- agricultural inspector 37%
- agricultural scientist 36%
- fruit and vegetable picker 36%
- horticulture worker 36%
- crop production worker 36%
- fruit production team leader 34%
- flower and garden specialised seller 34%
- horticulture production manager 34%
- garden labourer 33%
- interior landscaper 33%
- curing room worker 33%
- leaf tier 32%
- horticulture production team leader 32%
- vineyard machinery operator 32%
- tree surgeon 32%
- agronomist 31%
- vineyard supervisor 31%
- hop farmer 31%
- vineyard manager 29%
- groundsman/groundswoman 29%
- agronomic crop production team leader 29%
- landscape gardener 29%
- curator of horticulture 29%
- mixed farmer 27%
Animal Systems 21 · AI exposure %
- specialised veterinarian 40%
- pet sitter 40%
- animal artificial insemination technician 39%
- poultry sexer 39%
- livestock worker 38%
- groom 38%
- animal handler 36%
- animal care attendant 34%
- catcher 34%
- equine worker 34%
- kennel worker 34%
- physiologist 32%
- veterinary technician 32%
- zoo curator 31%
- horse trainer 31%
- livestock advisor 31%
- veterinary nurse 31%
- animal groomer 30%
- slaughterer 30%
- dog trainer 30%
- official veterinarian 29%
Food Science & Processing 21 · AI exposure %
- green coffee coordinator 40%
- vineyard cellar master 38%
- chemistry technician 38%
- oenologist 36%
- food analyst 36%
- textile dyer 34%
- chilling operator 33%
- malt house supervisor 33%
- distillery supervisor 33%
- blending plant operator 32%
- food technician 32%
- food production operator 32%
- cider master 31%
- malt master 31%
- distillery miller 30%
- animal feed supervisor 30%
- food production planner 30%
- leaf sorter 29%
- miller 29%
- baker 29%
- food grader 28%
Agricultural Technology & Automation 9 · AI exposure %
Water Systems 7 · AI exposure %
Agribusiness 2 · AI exposure %
Arts, Entertainment, & Design 67
Performing Arts 20 · AI exposure %
- art director 41%
- costume attendant 40%
- performance flying director 38%
- musical instrument technician 37%
- choreologist 37%
- stage manager 35%
- performance video operator 35%
- make-up artist 33%
- video technician 33%
- performance production manager 32%
- pyrotechnician 32%
- astrologer 32%
- dance répétiteur 32%
- choreographer 32%
- stage machinist 32%
- automated fly bar operator 31%
- instrument technician 31%
- scenery technician 30%
- performance artist 28%
- technical director 28%
Fashion & Interiors 13 · AI exposure %
- clothing technologist 41%
- footwear product developer 40%
- fashion designer 40%
- leather goods designer 40%
- interior planner 39%
- bespoke footwear technician 36%
- footwear designer 36%
- ergonomist 35%
- miniature set designer 35%
- knitter 33%
- carpet handicraft worker 32%
- costume maker 31%
- footwear patternmaker 29%
Lighting & Sound Technology 13 · AI exposure %
- performance lighting director 40%
- sound mastering engineer 40%
- audio-visual technician 40%
- theatre technician 39%
- boom operator 35%
- sound operator 33%
- performance lighting technician 33%
- disc jockey 33%
- stage technician 33%
- light board operator 32%
- intelligent lighting engineer 31%
- acoustical engineer 30%
- audio production technician 29%
Fine Arts 11 · AI exposure %
Media Production & Broadcasting 8 · AI exposure %
Design & Digital Arts 2 · AI exposure %
Marketing & Sales 60
Retail & Customer Experience 43 · AI exposure %
- meat and meat products specialised seller 41%
- audiology equipment specialised seller 41%
- customer contact centre information clerk 40%
- fruit and vegetables specialised seller 40%
- building materials specialised seller 39%
- hardware and paint specialised seller 39%
- toys and games specialised seller 39%
- confectionery specialised seller 38%
- telecommunications equipment specialised seller 38%
- fish and seafood specialised seller 38%
- audio and video equipment specialised seller 38%
- music and video shop specialised seller 37%
- shop assistant 37%
- furniture specialised seller 37%
- eyewear and optical equipment specialised seller 37%
- medical goods specialised seller 36%
- press and stationery specialised seller 36%
- after-sales service technician 36%
- second-hand goods specialised seller 36%
- domestic appliances specialised seller 36%
- bakery specialised seller 35%
- delicatessen specialised seller 35%
- specialised antique dealer 35%
- ticket issuing clerk 35%
- pet and pet food specialised seller 35%
- ammunition specialised seller 34%
- computer and accessories specialised seller 34%
- promotions demonstrator 34%
- tobacco specialised seller 34%
- textile specialised seller 33%
- shoe and leather accessories specialised seller 32%
- orthopaedic supplies specialised seller 31%
- sales assistant 31%
- bookshop specialised seller 31%
- retail department manager 31%
- sporting accessories specialised seller 31%
- specialised seller 31%
- beverages specialised seller 31%
- clothing specialised seller 30%
- ticket sales agent 30%
- shop manager 30%
- market vendor 29%
- cosmetics and perfume specialised seller 29%
Strategic Sales 11 · AI exposure %
Marketing & Advertising 5 · AI exposure %
Market Research, Analytics & Ethics 1 · AI exposure %
Energy & Natural Resources 58
Clean & Alternative Energy 15 · AI exposure %
- power electronics engineer 40%
- solar energy engineer 40%
- solar energy technician 37%
- energy systems engineer 36%
- recycling worker 36%
- electric power generation engineer 35%
- onshore wind energy engineer 35%
- renewable energy engineer 34%
- hydropower engineer 34%
- energy engineer 33%
- offshore renewable energy engineer 33%
- offshore renewable energy plant operator 32%
- alternative fuels engineer 30%
- renewable energy consultant 29%
- geothermal engineer 29%
Natural Resource Extraction 13 · AI exposure %
- well-digger 41%
- mining assistant 41%
- mud logger 41%
- liquid fuel engineer 39%
- mineral processing engineer 39%
- mining geotechnical engineer 37%
- assayer 34%
- exploration geologist 34%
- oil and gas production manager 34%
- mine geologist 32%
- mine shift manager 32%
- mine rescue officer 31%
- drilling engineer 30%
Ecological Research & Development 11 · AI exposure %
Environmental Protection 11 · AI exposure %
Conservation & Land Management 4 · AI exposure %
Utilities 4 · AI exposure %
Healthcare & Human Services 35
Biotechnology Research & Development 10 · AI exposure %
Health Data & Administration 10 · AI exposure %
- human resources manager 39%
- clinical coder 38%
- healthcare institution manager 35%
- front line medical receptionist 34%
- clinical informatics manager 34%
- energy manager 33%
- public health policy officer 32%
- health safety and environmental manager 31%
- medical laboratory assistant 29%
- healthcare consultant 28%
Community & Social Services 8 · AI exposure %
Physical Health 5 · AI exposure %
Personal Care Services 2 · AI exposure %
Education 32
Teaching, Training & Facilitation 29 · AI exposure %
- business lecturer 39%
- tourist information centre manager 36%
- computer science lecturer 36%
- recreational facilities manager 33%
- arts education officer 33%
- economics lecturer 33%
- history lecturer 32%
- assessor of prior learning 32%
- sociology lecturer 32%
- visual arts teacher 32%
- anthropology lecturer 31%
- philosophy lecturer 31%
- assistant lecturer 31%
- linguistics lecturer 30%
- university literature lecturer 30%
- religious studies lecturer 30%
- higher education lecturer 30%
- mathematics lecturer 29%
- art studies lecturer 29%
- archaeology lecturer 29%
- politics lecturer 29%
- business administration vocational teacher 29%
- zoo educator 28%
- modern languages lecturer 28%
- law lecturer 28%
- communications lecturer 28%
- photography teacher 28%
- journalism lecturer 28%
- physics lecturer 27%
Education Administration & Leadership 2 · AI exposure %
Learner Support & Community Engagement 1 · AI exposure %
Public Service & Safety 28
Local, State & Federal Services 13 · AI exposure %
- civil registrar 41%
- solid waste operator 39%
- campaign canvasser 39%
- employment programme coordinator 35%
- political affairs officer 35%
- housing policy officer 34%
- policy officer 33%
- foreign affairs officer 33%
- city councillor 33%
- community development officer 33%
- countryside officer 30%
- senator 29%
- governor 28%
Judicial Systems 7 · AI exposure %
Public Safety 6 · AI exposure %
Emergency Response 2 · AI exposure %
Digital Technology 21
Software Solutions 7 · AI exposure %
Network Systems & Cybersecurity 6 · AI exposure %
IT Support & Services 4 · AI exposure %
Data Science & AI 2 · AI exposure %
Unmanned Vehicle Technology 1 · AI exposure %
Web & Cloud 1 · AI exposure %
Hospitality, Events, & Tourism 14
Travel & Leisure 8 · AI exposure %
Conferences & Events 4 · AI exposure %
Accommodations 2 · AI exposure %
Financial Services 2
Financial Strategy & Investments 2 · AI exposure %
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