Skills that keep work human
Updated
These are the skills to build in the 24 jobs with the lowest AI exposure scores. Cement masons score lowest, at 8 of 100.
Skills by job
The 24 least exposed jobs, lowest score first, with the top three skills to build in each.
Cement masons8 out of 100
- Read HIPERPAV curing output for hot and cold weather pours
- Hold the ACI Concrete Flatwork Finisher certification
- Set forms to grade with laser level and string line
Dishwashers8 out of 100
- Prepare prep lists and reorder sheets in Microsoft Windows
- Check supplier invoices against received deliveries line by line
- Hand-wash and sanitize pots, pans, and flatware to kitchen standards
Highway maintenance workers8 out of 100
- Patch broken pavement and eroded shoulders manually
- Log culvert and drainage findings in Microsoft Excel
- Write inspection summaries in Microsoft Word for supervisors
Maids8 out of 100
- Log linen counts and supply levels in inventory tracking software
- Submit and track repair tickets in CMMS
- Update room status in computerized bed control system software
Drywall installers9 out of 100
- Read blueprints for wall and ceiling installation methods
- Measure and mark layout with tape measure and square
- Hang and fasten wallboard on metal framing with screws
Dining room attendants10 out of 100
- Close checks and correct ticket errors in Plexis POS
- Track linen and glassware par levels in Microsoft Excel
- Manage seating and reservations in RestaurantPlus PRO
Electrician helpers10 out of 100
- Keep parts and supply logs in recordkeeping software
- Track material shortages in Microsoft Excel
- Read panel layouts in computer-aided drafting software
Forklift operators10 out of 100
- Verify scale readings against WMS load records
- Hold a current OSHA powered industrial truck certification
- Position forks and secure loads on pallets safely
Orderlies10 out of 100
- Transfer patients safely between beds and stretchers
- Chart each patient transport in medical record charting software
- Log equipment repairs in GE Healthcare Centricity EMR
Tire changers10 out of 100
- Load wheels onto balancing machines and verify counterweight placement
- Find tubeless punctures using water bath inspection
- Inspect tire casings for holes, tears and sidewall defects
Landscapers11 out of 100
- Run irrigation controllers and read weather data for watering schedules
- Hold a state commercial pesticide applicator license
- Mix and calibrate fertilizer and herbicide sprayers on site
Metal fabricators11 out of 100
- Model steel connections and members in Tekla Structures
- Build flat patterns and bend allowances in CATIA
- Hold an AWS D1.1 structural welding certification
Electrical linemen12 out of 100
- Read wiring diagrams and test conductors with meters
- Log line faults and inspection points in GIS systems
- Mark up circuit drawings in Bentley MicroStation
Glaziers12 out of 100
- Verify glass specs from blueprints on site before cutting
- Price glazing jobs in AGS WindowPricer and BidMaster
- Check glass thickness with D-CALC FACADE 4000 calculations
Roofers12 out of 100
- Run roof takeoffs in AppliCad Roof Wizard or DigiTools Roof CAD
- Inspect problem roofs on site and document repairs in Maintenance record software
- Install skylights, attic vents, and solar mounts with flashing
Slaughterers12 out of 100
- Bone and cut standard and premium cuts manually
- Set grinder plate size for hamburger and sausage trimmings
- Log grinding recipes and yields in Microsoft Excel
Tree trimmers12 out of 100
- Build tree valuation budgets in Microsoft Excel
- Write client tree care advice in Microsoft Word
- Hold the ISA Certified Arborist credential
Auto body technicians13 out of 100
- Check AI-drafted repair estimates in collision damage estimation software
- Run job time and parts checks in AutoZone ALLDATA
- Set up frame alignment on hydraulic chain and clamp machines
Construction workers13 out of 100
- Read Autodesk Revit models against actual field conditions
- Log daily site progress in Oracle Primavera Enterprise
- Hold OSHA 30-Hour Construction safety certification
Laundry workers13 out of 100
- Determine spotting solvents by fabric and stain type
- Match dye and bleach shades by eye on samples
- Inspect soiled articles for stains and color damage
Vehicle cleaners13 out of 100
- Inspect vehicle paint and trim for damage before cleaning
- Mix chemical cleaning solutions to exact formula ratios manually
- Apply wax and polish to vehicle paintwork
Hazardous materials removal workers14 out of 100
- Hold HAZWOPER 40-hour certification for asbestos and lead work
- Remove asbestos and lead with HEPA vacuums and scrapers
- Operate forklifts, hoists, and cranes for container loading
Janitors14 out of 100
- Order supplies through Microsoft Excel and Outlook purchase records
- Run Eko-based cleaning schedules and task logs
- Operate floor machines and follow chemical safety procedures
Bricklayers15 out of 100
- Check material takeoffs against drawings in Microsoft Excel
- Run estimates and bids in ProEst or Tradesman's Master Estimator
- Read structural loads in RISA-3D or Daystar iStructural
Related topics
- Jobs AI can't replaceCement masons score lowest, at 8.
- Jobs most at risk from AIProofreaders score highest, at 76.
- High-paying jobs with low AI exposureRadiologists earn a median $420,860 and score 46.
- Entry-level jobs with low AI exposureCement masons need little prior training and score 8.
- Jobs AI speeds up the mostFor natural sciences managers, AI speeds up 96% of task time.
- AI and jobs in Malta15 iGaming roles graded task by task.
- Jobs A to ZEvery job we publish, by first letter.
- AI exposure by industryAverage scores for 22 occupation groups.
- Write a CV screening software can readHow applicant tracking systems read a CV, and what to change.
- AI for businessesThe tasks to automate first in each team and industry.
- How we score AI exposureThe grading, the weights and every source.
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