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You may have heard of or seen recent reports that 50% of the Global Workforce is destined for the unemployment line. Most of those reports are based on an article out of the MIT Technology Review entitled Report Suggests Nearly Half of U.S. Jobs Are Vulnerable to Computerization.
That article is making such informed claims based on data from a study out of the University of Oxford Engineering Sciences Department, A copy of which I’ve obtained, Which examined no less than 702 detailed occupations and assessed the likelihood those jobs would be made obsolete in the near future, Or as they call it the “probability of computerization using a Gaussian process classifier”
As much fun as sifting thru probabilities is, You really need to do no more than look at the world around you to see that Automation is coming, Full steam ahead.
Many of you have heard of Google’s Driverless Autonomous car, But have you heard of the ones by Toyota, Audi, Volvo, Mercedes-Benz, General Motors and Nissan? Expect to see driverless cars on the road soon. They’ve been legal to ‘drive’ in at least 4 US States since 2013 (Nevada, Florida, California, and Michigan). In Europe, cities in Belgium, France, Italy and the UK have pilot programs in place to test driverless cars. Germany, the Netherlands, and Spain are also testing driverless cars, not allowing them legally on their roadways yet.
If you’ve seen one driverless car, You’ve seen them all. But one of the offerings from Mercedes-Benz is especially unique in that it is a Self-Driving Semi-Truck Transport, A staple of the global transportation infrastructure.
One of the offerings from Audi is also notable in that it is making self-driving cars go fast! 240km/hr you say? Sure. Turns at 130km/hr? No problem.
Most of you probably aren’t in the market for a Semi-Truck or an Audi supercar. For businesses like Taxi Cab services and just regular people wanting a car there is consumer level offerings such as Google car which I’ll include here for good measure
Indeed Taxi Cab companies are already expressing interest in self-driving fleets
“Following the unveiling of Google’s new self-driving cars yesterday, taxi firm Uber has said it could replace all of its drivers with autonomous vehicles. CEO Travis Kalanick admitted the technology would keep costs down, and these savings could then be passed on to its customers. Speaking at the Code Conference in California, Kalanick said: ‘The reason Uber could be expensive is because you’re not just paying for the car – you’re paying for the other dude in the car. ‘When there’s no other dude in the car, the cost of taking an Uber anywhere becomes cheaper than owning a vehicle.’” End of the chatty cabbie? Uber plans to eventually replace all its drivers with self-driving cars
Maybe you don’t drive a cab, or a transport truck or a bus for living. Maybe you’re a cashier at multinational mega-franchises such as McDonalds, Tim Hortons, Home Depot or Walmart? Don’t worry. Automation has got you covered as well! As cries for a $15/hr minimum wage increase, Expect to see more of these at your checkouts in response.
McDonalds Self-Order Touch Kiosk
Tim Hortons Self-Order Touch Kiosk
Walmart Self-Checkout
Home Depot Self-Checkout
You don’t work in transportation or customer service? Perhaps you work on a farm? Gone are the days of fertilizing your crops or laying down cover seed by tractor.
“It uses both GPS and LIDAR to navigate with great precision and little in the way of operator intervention. It handles two corn rows at a time without collateral damage to growing plants. It collects data during operation which the farmer can then analyze to determine how to improve crop yields. Applying fertilizer using a tractor-attached applicator is less exact and often leads to crop damage to the top of the corn plants which reduces yield.
Rowbot’s first practical test this summer involved fertilizing 20.2 hectares (50 acres) of corn at a cost of under $25.00 per hectare ($10 per acre) not including fertilizer. The smaller footprint of Rowbot means arable fields can be exploited to the maximum especially when you consider that future iterations of Rowbot will be multifunctional including doing chores like cover seeding.” Rowbot Robot Tends to Farmers’ Fields
Tech Demo
See it in action on an actual Farm
Another award winning offering looking to make farming that much easier with that many less people is a concept project out of the University of Sydney called Ladybird. Gizmodo reports
“The automation of on-farm processes is poised to play a decisive role in minimising input and maximising output of future agriculture,” Dr James Underwood, Senior Research Fellow from the university’s Australian Centre for Field Robotics, told ABC Australia. “Automation can help to increase efficiency and yield, by having many of the manual tasks of farming performed by specially designed agricultural robotic devices.”
The roving robotic platform, toting a curved shell of photovoltaic plates, was designed specifically for monitoring environmental variables and plant health on large farm plots. It measures soil quality and nutrient loads, monitors plant development, and detects and identifies a wide number of pests.
The “Ladybird” was designed and built specifically for the vegetable industry with the aim of creating a ground robot with supporting intelligent software and the capability to conduct autonomous farm surveillance, mapping, classification, and detection for a variety of different vegetables.
..
ABC Australia interviewed Ed Fagan, the owner of the trial farm, who gushed:
A lot of the time in horticulture, if you’re short of an element in the plant, by the time you see a symptom it’s too late, they will be able to pick up a nutrient deficiency before we see any symptoms.
Secondly, you can use it at night at 2 o’clock in the morning and go out and do an insect survey, so things like cutworm popping out at night time, slugs, worms, things like that. Instead of getting out of bed at 3 o’clock in the morning and wandering around with a torch and looking at about five square metres, this thing could do two or three hectares at night and then in the morning you can just see what you’ve got.” A Solar-Powered Ladybug That Might Just Save Global Agriculture
Not a farmer, Maybe you work in a warehouse. Maybe you’re even Forklift Certified? Meet Warehouse Automation.
The workforce sees a dramatic reduction, But it’s not a completely human-less operation. Those that used to drive a forklift get cut in numbers by 5/6 and will instead become order packers.
Kiva at Automate 2011 in Chicago
Kiva Systems Warehouse Automation at Quiet Logistics
Walmart is large enough to innovate on their own as I’ve previously shown. Given their incredible dominance in the market of selling just about everything. When Walmart does something, The rest of the retail industry across multiple spectrum’s quickly follows suit, adapts, or gets purchased by someone who will. TechCrunch reports.
“Walmart To Go, the retailer’s on-demand shopping service offering home delivery of general merchandise, including in some cases, groceries, is expanding its test in the Denver market today to also include a local pick-up option. Denver area customers will now be able to order their groceries online, then pick up at a nearby store – without having to set foot inside the store.
Instead, customers will pull up to a designated pick-up spot on the side of the store, as directed. Or, in the case of those stores where a drive-through pharmacy is available, they’ll pick up their groceries from the pharmacy window. Depending on the location, they’ll either dial a phone number or enter an order into a touchscreen kiosk to let Walmart staff know they’ve arrived. Then it’s only a matter of popping the trunk.” Walmart Begins Testing Online Grocery Shopping With Local Store Pickup Option In Denver
I could go on and on about how many jobs are going to no longer exist, but this article is getting a little on the long side. Hopefully I havent lost you yet and you’ve made it this far! I’ll do one more. One of my former jobs, The Call Center agent. I was actually employed at a call center for one of ‘The Big Three’ when this news broke. My co-workers had mixed reactions to the development. Forbes Reports
“IBM’s question-answering Watson supercomputer is building quite the résumé. First it won a much-publicized showdown against the two greatest Jeopardy! champions of all time, then it went to medical school and emerged as a budding oncologist. Now Watson has a new job–as a customer-service agent with the mostest. The help desk is a bit of a step down from fighting cancer, but IBM is nothing if not pragmatic. U.S. organizations spend $112 billion on call center labor and software, yet half of the 270 billion customer-service calls go unresolved each year, presenting a fairly sizable opening for an enhanced cognitive computer. Let’s face it: Rare is the occasion when you a) reach a live person and b) they know what they’re talking about. Why not give silicon a chance?
Starting in the next few months, IBM will be rolling out with several key customers an “Ask Watson” feature that will greet and offer help through various channels: Web chats, email, smartphone apps and SMS. Some customers will eventually equip the service with voice recognition from a partner such as Siri or Nuance. The guinea pigs include Australia’s ANZ Bank, Nielsen, Celcom, IHS, and Royal Bank of Canada.”
Here is a video from IBM discussing the concept
I’ve read the University of Oxford study in full and was surprised by one of the findings. While I often research how jobs will be made obsolete by advances in society, technology and automation. I tend to not focus too much on jobs that are lost — but not quite made obsolete. These are jobs lost to offshoring. So on top of the 50% of jobs you’re going to lose to robots, You’re going to lose a further 30% to Manila, Beijing and Dubai. Combine that with the 15% current unemployment … and your looking at 95% total unemployment, Best case scenario (or worst, depending on your worldview)
Here is a list of all the jobs that will be made obsolete in the near future. Ordered from those that will ‘most certainly without a shadow of a doubt’ be automated to those that are ‘very highly likely’ to be automated. Perhaps humanity is about to evolve past the need for your chosen career choice?
- Telemarketers
- Title Examiners, Abstractors, and Searchers
- Sewers, Hand
- Mathematical Technicians
- Insurance Underwriters
- Watch Repairers
- Cargo and Freight Agents
- Tax Preparers
- Photographic Process Workers and Processing Machine Operators
- New Accounts Clerks
- Library Technicians
- Data Entry Keyers
- Timing Device Assemblers and Adjusters
- Insurance Claims and Policy Processing Clerks
- Brokerage Clerks
- Order Clerks
- Loan Officers
- Insurance Appraisers, Auto Damage
- Umpires, Referees, and Other Sports Officials
- Tellers
- Etchers and Engravers
- Packaging and Filling Machine Operators and Tenders
- Procurement Clerks
- Shipping, Receiving, and Traffic Clerks
- Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
- Credit Analysts
- Parts Salespersons
- Claims Adjusters, Examiners, and Investigators
- Driver/Sales Workers
- Radio Operators
- Legal Secretaries
- Bookkeeping, Accounting, and Auditing Clerks
- Inspectors, Testers, Sorters, Samplers, and Weighers
- Models
- Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
- Credit Authorizers, Checkers, and Clerks
- Payroll and Timekeeping Clerks
- Agricultural and Food Science Technicians
- Telephone Operators
- Real Estate Brokers
- File Clerks
- Counter and Rental Clerks
- Prepress Technicians and Workers
- Motion Picture Projectionists
- Camera and Photographic Equipment Repairers
- Cashiers
- Ophthalmic Laboratory Technicians
- Log Graders and Scalers
- Pesticide Handlers, Sprayers, and Applicators, Vegetation
- Grinding and Polishing Workers, Hand
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
- Dental Laboratory Technicians
- Textile Bleaching and Dyeing Machine Operators and Tenders
- Farm Labor Contractors
- Electromechanical Equipment Assemblers
- Shoe Machine Operators and Tenders
- Team Assemblers
- WoodworkingMachine Setters, Operators, and Tenders, Except Sawing
- Bridge and Lock Tenders
- Billing and Posting Clerks
- Ushers, Lobby Attendants, and Ticket Takers
- Cooks, Restaurant
- Fabric Menders, Except Garment
- Gaming Dealers
- Locomotive Engineers
- Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
- Model Makers, Wood
- Surveying and Mapping Technicians
- Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
- Rock Splitters, Quarry
- Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
- Switchboard Operators, Including Answering Service
- Compensation and Benefits Managers
- Office Clerks, General
- Receptionists and Information Clerks
- Dispatchers, Except Police, Fire, and Ambulance
- Jewelers and Precious Stone and Metal Workers
- Postal Service Clerks
- Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Landscaping and Groundskeeping Workers
- Adhesive Bonding Machine Operators and Tenders
- Electrical and Electronic Equipment Assemblers
- Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
- Animal Breeders
- Print Binding and Finishing Workers
- Operating Engineers and Other Construction Equipment Operators
- Library Assistants, Clerical
- Gaming Surveillance Officers and Gaming Investigators
- Nuclear Power Reactor Operators
- Bill and Account Collectors
- Textile Cutting Machine Setters, Operators, and Tenders
- Weighers, Measurers, Checkers, and Samplers, Recordkeeping
- Manicurists and Pedicurists
- Paralegals and Legal Assistants
- Agricultural Inspectors
- First-Line Supervisors of Housekeeping and Janitorial Workers
- Door-to-Door Sales Workers, News and Street Vendors, and Related Workers
- Tire Builders
- Hotel, Motel, and Resort Desk Clerks
- Helpers–Painters, Paperhangers, Plasterers, and Stucco Masons
- Excavating and Loading Machine and Dragline Operators
- Cooks, Short Order
- Interviewers, Except Eligibility and Loan
- Couriers and Messengers
- Welders, Cutters, Solderers, and Brazers
- Coin, Vending, and Amusement Machine Servicers and Repairers
- Bicycle Repairers
- Cement Masons and Concrete Finishers
- Budget Analysts
- Meat, Poultry, and Fish Cutters and Trimmers
- 1 Waiters and Waitresses
- Mail Clerks and Mail Machine Operators, Except Postal Service
- Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Accountants and Auditors
- Industrial Truck and Tractor Operators
- Forging Machine Setters, Operators, and Tenders, Metal and Plastic
- Tax Examiners and Collectors, and Revenue Agents
- Refuse and Recyclable Material Collectors
- Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
- Butchers and Meat Cutters
- Radio, Cellular, and Tower Equipment Installers and Repairs
- Model Makers, Metal and Plastic
- Machine Feeders and Offbearers
- Locomotive Firers
- Outdoor Power Equipment and Other Small Engine Mechanics
- Conveyor Operators and Tenders
- Service Unit Operators, Oil, Gas, and Mining
- Fiberglass Laminators and Fabricators
- Cooling and Freezing Equipment Operators and Tenders
- Helpers–Carpenters
- Production Workers, All Other
- Combined Food Preparation and Serving Workers, Including Fast Food
- Retail Salespersons
- Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic
- Fence Erectors
- Painting, Coating, and Decorating Workers
- Cabinetmakers and Bench Carpenters
- Insurance Sales Agents
- Dredge Operators
- Loan Interviewers and Clerks
- Pharmacy Technicians
- Office Machine Operators, Except Computer
- Extruding and DrawingMachine Setters, Operators, and Tenders,Metal and Plastic
- Patternmakers, Wood
- Automotive Body and Related Repairers
- Geological and Petroleum Technicians
- Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
- Dining Room and Cafeteria Attendants and Bartender Helpers
- Electrical and Electronics Installers and Repairers, Transportation Equipment
- Rail Yard Engineers, Dinkey Operators, and Hostlers
- MultipleMachine Tool Setters, Operators, and Tenders,Metal and Plastic
- Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
- Medical Records and Health Information Technicians
- Gas Compressor and Gas Pumping Station Operators
- Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
- Mechanical Door Repairers
- Tour Guides and Escorts
- Musical Instrument Repairers and Tuners
- Gaming and Sports Book Writers and Runners
- Signal and Track Switch Repairers
- Pump Operators, Except Wellhead Pumpers
- Appraisers and Assessors of Real Estate
- Molders, Shapers, and Casters, Except Metal and Plastic
- Patternmakers, Metal and Plastic
- Transportation Inspectors
- Traffic Technicians
- Crane and Tower Operators
- Roofers
- Reinforcing Iron and Rebar Workers
- Medical and Clinical Laboratory Technologists
- Human Resources Assistants, Except Payroll and Timekeeping
- Taxi Drivers and Chauffeurs
- Sewing Machine Operators
- Stationary Engineers and Boiler Operators
- Rail-Track Laying and Maintenance Equipment Operators
- Riggers
- Technical Writers
- Bus Drivers, School or Special Client
- Stonemasons
- Medical Transcriptionists
- Bakers
- Rail Car Repairers
- Tool Grinders, Filers, and Sharpeners
- Terrazzo Workers and Finishers
- Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
- Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
- Metal-Refining Furnace Operators and Tenders
- Cartographers and Photogrammetrists
- Semiconductor Processors
- Production, Planning, and Expediting Clerks
- Construction Laborers
- Highway Maintenance Workers
- Parking Lot Attendants
- Floor Sanders and Finishers
- Food Preparation Workers
- Furniture Finishers
- Buyers and Purchasing Agents, Farm Products
- Paperhangers
- Carpet Installers
- Pourers and Casters, Metal
- Forest and Conservation Workers
- Miscellaneous Agricultural Workers
- Correspondence Clerks
- Maintenance Workers, Machinery
- Computer-Controlled Machine Tool Operators, Metal and Plastic
- Real Estate Sales Agents
- Cutting and Slicing Machine Setters, Operators, and Tenders
- Veterinary Assistants and Laboratory Animal Caretakers
- Subway and Streetcar Operators
- Sawing Machine Setters, Operators, and Tenders, Wood
- Food Servers, Nonrestaurant
- Plant and System Operators, All Other
- Executive Secretaries and Executive Administrative Assistants
- Nuclear Technicians
- Earth Drillers, Except Oil and Gas
- Chemical Plant and System Operators
- Power Plant Operators
- Meter Readers, Utilities
- Sales Representatives, Wholesale andManufacturing, Except Technical and Scientific Products
- Laborers and Freight, Stock, and Material Movers, Hand
- Parking Enforcement Workers
- Proofreaders and Copy Markers
- Wellhead Pumpers
- Tailors, Dressmakers, and Custom Sewers
- Security Guards
- Lathe and TurningMachine Tool Setters, Operators, and Tenders,Metal and Plastic
- Layout Workers, Metal and Plastic
- Plasterers and Stucco Masons
- Electrical and Electronics Engineering Technicians
- Tool and Die Makers
- Paving, Surfacing, and Tamping Equipment Operators
- Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
- Gaming Change Persons and Booth Cashiers
- Baggage Porters and Bellhops
- Septic Tank Servicers and Sewer Pipe Cleaners
- Automotive and Watercraft Service Attendants
- Printing Press Operators
- Insulation Workers, Floor, Ceiling, and Wall
- Segmental Pavers
- Helpers–Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters
- Mixing and Blending Machine Setters, Operators, and Tenders
- Sailors and Marine Oilers
- Cooks, Institution and Cafeteria
- Railroad Conductors and Yardmasters
- Railroad Brake, Signal, and Switch Operators
- Structural Iron and Steel Workers
- Fishers and Related Fishing Workers
- Brickmasons and Blockmasons
- Pile-Driver Operators
- Sheet Metal Workers
- Nonfarm Animal Caretakers
- Refractory Materials Repairers, Except Brickmasons
- Security and Fire Alarm Systems Installers
- Engine and Other Machine Assemblers
- Pressers, Textile, Garment, and Related Materials
- Medical Secretaries
- Property, Real Estate, and Community Association Managers
- Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
- Electro-Mechanical Technicians
- Electrical and Electronics Drafters
- Word Processors and Typists
- Cooks, Fast Food
- Derrick Operators, Oil and Gas
- Barbers
- Floor Layers, Except Carpet, Wood, and Hard Tiles
- Logging Equipment Operators
- Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
- Motorcycle Mechanics
- Helpers–Installation, Maintenance, and Repair Workers
- Drywall and Ceiling Tile Installers
- Shampooers
- Heavy and Tractor-Trailer Truck Drivers
- Postal Service Mail Sorters, Processors, and Processing Machine Operators
- Gas Plant Operators
- Computer Operators
- Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
- Medical Equipment Preparers
- Hunters and Trappers
- Dishwashers
- Purchasing Agents, Except Wholesale, Retail, and Farm Products
- Bartenders
- Tree Trimmers and Pruners
- Locksmiths and Safe Repairers
- Environmental Science and Protection Technicians, Including Health
- Fallers
- Electric Motor, Power Tool, and Related Repairers
- Chemical Equipment Operators and Tenders
- Archivists
- Farm Equipment Mechanics and Service Technicians
- Civil Engineering Technicians
- Transportation Attendants, Except Flight Attendants
- Painters, Construction and Maintenance
- Tile and Marble Setters
- Postmasters and Mail Superintendents
- Helpers–Electricians
- Broadcast Technicians
- Personal Care Aides
- Computer, Automated Teller, and Office Machine Repairers
- Bus and Truck Mechanics and Diesel Engine Specialists
- Coil Winders, Tapers, and Finishers
- Glaziers
- Administrative Services Managers
- Textile Knitting and Weaving Machine Setters, Operators, and Tenders
- Public Address System and Other Announcers
- Carpenters
- Home Appliance Repairers
- Tank Car, Truck, and Ship Loaders
- Helpers–Roofers
- Pharmacy Aides
- Amusement and Recreation Attendants
- Laundry and Dry-Cleaning Workers
- Opticians, Dispensing
- Construction and Related Workers, All Other
- Petroleum Pump System Operators, Refinery Operators, and Gaugers
- Airfield Operations Specialists
- Aircraft Mechanics and Service Technicians
- Avionics Technicians
- Food Batchmakers
- Tire Repairers and Changers
- Eligibility Interviewers, Government Programs
- Painters, Transportation Equipment
- Maids and Housekeeping Cleaners
- Light Truck or Delivery Services Drivers
- Dental Hygienists
- Mechanical Drafters
- Boilermakers
- Roustabouts, Oil and Gas
- Postal Service Mail Carriers
- Industrial Machinery Mechanics
- Lifeguards, Ski Patrol, and Other Recreational Protective ServiceWorkers
- Bus Drivers, Transit and Intercity
- Atmospheric and Space Scientists
- Foundry Mold and Coremakers
- Paper Goods Machine Setters, Operators, and Tenders
- Motorboat Mechanics and Service Technicians
- Janitors and Cleaners, Except Maids and Housekeeping Cleaners
- Statistical Assistants
- Helpers–Production Workers
- Pest Control Workers
- Hoist and Winch Operators
- Heating, Air Conditioning, and Refrigeration Mechanics and Installers
- Electronic Home Entertainment Equipment Installers and Repairers
- Librarians
- Computer Support Specialists
- Machinists
- Social Science Research Assistants
- Insulation Workers, Mechanical
- Power Distributors and Dispatchers
- Stock Clerks and Order Fillers
- Administrative Law Judges, Adjudicators, and Hearing Officers
- Maintenance and Repair Workers, General
- Cutters and Trimmers, Hand
- Construction and Building Inspectors
- First-Line Supervisors of Food Preparation and Serving Workers
- Healthcare Support Workers, All Other
- Control and Valve Installers and Repairers, Except Mechanical Door
- Geoscientists, Except Hydrologists and Geographers
- Pipelayers
- Tapers
- Motorboat Operators
- Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
- Food Cooking Machine Operators and Tenders
- Life, Physical, and Social Science Technicians, All Other
- Water and Wastewater Treatment Plant and System Operators
- Reservation and Transportation Ticket Agents and Travel Clerks
- Market Research Analysts and Marketing Specialists
- Costume Attendants
- Physical Therapist Aides
- Electronic Equipment Installers and Repairers, Motor Vehicles
- Slaughterers and Meat Packers
- Camera Operators, Television, Video, and Motion Picture
- Correctional Officers and Jailers
- Automotive Service Technicians and Mechanics
- Recreational Vehicle Service Technicians
- Transportation, Storage, and Distribution Managers
- Mine Cutting and Channeling Machine Operators
- Museum Technicians and Conservators
- Millwrights
- Personal Financial Advisors
- First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
- Transit and Railroad Police
- Cost Estimators
- Helpers–Pipelayers, Plumbers, Pipefitters, and Steamfitters
- Chemical Technicians
- First-Line Supervisors of Farming, Fishing, and Forestry Workers
- Teacher Assistants
- Audio and Video Equipment Technicians
- Customer Service Representatives
- Commercial Pilots
- Automotive Glass Installers and Repairers
- Advertising Sales Agents
Nigel Todman is an Independent Journalist, Technical Consultant, Social Activist, Web Developer and Computer Programmer from Ontario, Canada. Add him to Facebook and/or Follow him on Twitter E-mail: veritas [at] vts-tech [dot] org This article can be republished under a Creative Commons Attribution 4.0 International License, With a link back to this article and attribution to Nigel Todman