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Automation Risk Analysis

Will “Card Grader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #639 of 702. Estimated risk: 96.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

42%

“Card Grader” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Card Grader” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Gambling Dealers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate table games. Stand or sit behind table and operate games of chance by dispensing the appropriate number of cards or blocks to players, or operating other gambling equipment. Distribute winnings or collect players' money or chips. May compare the house's hand against players' hands.

Avg. Annual Salary $40,420
Avg. Hourly Wage $19.43
Available Jobs (US) 82,980
Job Title & Hierarchy Code (SOC) Gambling Dealers #39-3011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Gambling Dealers”

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Core Skills & Abilities

  • Stand behind a gaming table and deal the appropriate number of cards to each player.

  • Inspect cards and equipment to be used in games to ensure that they are in good condition.

  • Train new dealers.

  • Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.

  • Open and close cash floats and game tables.

  • Supervise staff and monitor gambling tables to ensure security of the game.

  • Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.

  • Prepare collection reports for submission to supervisors.

  • Greet customers and make them feel welcome.

  • Work as part of a team of dealers in games, such as baccarat or craps.

  • Receive, verify, and record patrons' cash wagers.

  • Compute amounts of players' wins or losses, or scan winning tickets presented by patrons to calculate the amount of money won.

  • Answer questions about game rules and casino policies.

  • Refer patrons to gaming cashiers to collect winnings.

  • Seat patrons at gaming tables.

  • Participate in games for gambling establishments to provide the minimum complement of players at a table.

  • Pay winnings or collect losing bets as established by the rules and procedures of a specific game.

  • Start and control games and gaming equipment, and announce winning numbers or colors.

  • Exchange paper currency for playing chips or coin money.

  • Apply rule variations to card games such as poker, in which players bet on the value of their hands.

  • Check to ensure that all players have placed bets before play begins.

Technologies & Software

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  • ChatGPT (OpenAI)
  • Email software
  • Microsoft Office software
  • Apache Spark
  • Gemini for Workspace
  • Slack
  • Roulette wheels
  • Imprest banks
  • Table banks
  • Dice
  • Laptop computers
  • Player tracking system software
  • Table game drop boxes
  • Progressive Gaming Chip Inventory System
  • Desktop computers
  • Tangam Gaming TableEye21
  • Table game management system software
  • Baccarat tables
  • Tangam Gaming TableEyeBacc
  • Personal computers
  • Table chip trays
  • Poker tables
  • Craps tables
  • Playing cards
  • Blackjack tables