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Automation Risk Analysis

Will “Operations Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #688 of 702. Estimated risk: 98.0%

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AI Exposure Risk

55%

“Operations Specialist” will maybe 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Operations Specialist” 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 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Brokerage Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform duties related to the purchase, sale, or holding of securities. Duties include writing orders for stock purchases or sales, computing transfer taxes, verifying stock transactions, accepting and delivering securities, tracking stock price fluctuations, computing equity, distributing dividends, and keeping records of daily transactions and holdings.

Avg. Annual Salary $67,680
Avg. Hourly Wage $32.54
Available Jobs (US) 40,090
Job Title & Hierarchy Code (SOC) Brokerage Clerks #43-4011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Brokerage Clerks”

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Core Skills & Abilities

  • File, type, or operate standard office machines.

  • Prepare forms, such as receipts, withdrawal orders, transmittal papers, or transfer confirmations, based on transaction requests from stockholders.

  • Schedule and coordinate transfer and delivery of security certificates between companies, departments, and customers.

  • Prepare reports summarizing daily transactions and earnings for individual customer accounts.

  • Verify ownership and transaction information and dividend distribution instructions to ensure conformance with governmental regulations, using stock records and reports.

  • Monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans.

  • Correspond with customers and confer with coworkers to answer inquiries, discuss market fluctuations, or resolve account problems.

  • Compute total holdings, dividends, interest, transfer taxes, brokerage fees, or commissions and allocate appropriate payments to customers.

  • Document security transactions, such as purchases, sales, conversions, redemptions, or payments, using computers, accounting ledgers, or certificate records.

  • Perform clerical tasks, such as answering phones or distributing mail.

Technologies & Software

  • Structured query language SQL
  • Scheduling software
  • Microsoft Excel
  • Napkin AI
  • Microsoft Visual FoxPro
  • Kimi (Moonshot AI)
  • Adobe Photoshop
  • Microsoft Office software
  • Perplexity AI
  • Microsoft Word
  • Mistral (Mistral AI)
  • Royal Alliance VISION2020 Core
  • Customer relationship management CRM software
  • Gemini for Workspace
  • Zapier AI
  • Adobe Illustrator
  • Microsoft Outlook
  • Notion AI
  • Spreadsheet software
  • Qwen (Alibaba)
  • Transaction processing software
  • Claude (Anthropic)
  • Word processing software
  • UiPath (RPA + AI)
  • ChatGPT (OpenAI)
  • Microsoft Copilot
  • Grammarly AI
  • Adobe InDesign
  • Online trading software
  • HEAT Software GoldMine
  • Salesforce software
  • Nova (Amazon)
  • Llama (Meta)
  • Account management software
  • Gemini (Google)
  • Adobe Dreamweaver
  • Microsoft Dynamics
  • Grok (xAI)
  • Web browser software
  • WiredRed Software e/pop Basic
  • DeepSeek
  • Oracle PeopleSoft
  • Adobe Creative Cloud software
  • Microsoft SharePoint
  • Bloomberg Professional
  • Microsoft Access
  • Adobe Acrobat
  • Microsoft PowerPoint
  • Instant messaging software
  • Otter.ai
  • 10-key calculators
  • Desktop computers
  • Multi-line telephone systems
  • Personal computers