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Automation Risk Analysis

Will “Braille Translator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #265 of 702. Estimated risk: 38.0%

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AI Exposure Risk

54%

“Braille Translator” 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Braille Translator” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Interpreters and Translators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Interpret oral or sign language, or translate written text from one language into another.

Avg. Annual Salary $64,950
Avg. Hourly Wage $31.22
Available Jobs (US) 53,360
Job Title & Hierarchy Code (SOC) Interpreters and Translators #27-3091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Interpreters and Translators”

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Core Skills & Abilities

  • Compile information on content and context of information to be translated and on intended audience.

  • Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.

  • Educate students, parents, staff, and teachers about the roles and functions of educational interpreters.

  • Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.

  • Proofread, edit, and revise translated materials.

  • Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.

  • Follow ethical codes that protect the confidentiality of information.

  • Discuss translation requirements with clients and determine any fees to be charged for services provided.

  • Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.

  • Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.

  • Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.

  • Travel with or guide tourists who speak another language.

  • Adapt software and accompanying technical documents to another language and culture.

  • Refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.

  • Read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.

  • Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.

  • Train and supervise other translators or interpreters.

Technologies & Software

  • DALL-E 3 (OpenAI)
  • Hypertext markup language HTML
  • Google Translate Client
  • Smart Link Corporation ImTranslator
  • jalada GmbH Just Translate
  • Napkin AI
  • CapCut AI
  • Microsoft PowerPoint
  • Mistral (Mistral AI)
  • Runway ML
  • Web browser software
  • Llama (Meta)
  • LoveArt AI
  • Microsoft Outlook
  • ExcelTrans Translator
  • Claude (Anthropic)
  • Productivity software
  • Midjourney
  • Ashkon Translation Pad
  • Recraft
  • Microsoft Office software
  • Stormdance CatsCradle
  • Gemini for Workspace
  • DocTranslate
  • Nova (Amazon)
  • Adobe Firefly
  • Microsoft Access
  • ElevenLabs
  • AceTools.biz Ace Translator
  • AmoK Translator
  • Qwen (Alibaba)
  • Microsoft Excel
  • Electronic dictionaries
  • DeepSeek
  • HunterSoft Business Translator
  • Babylon Online Translator
  • Suno AI
  • Language Engineering Corporation Translate Pro
  • Adapt It
  • OmegaT
  • Perplexity AI
  • Voice over internet protocol VoIP system software
  • Grok (xAI)
  • Intrado SchoolMessenger
  • Gemini (Google)
  • Extensible hypertext markup language XHTML
  • Udio
  • Lingoes
  • Kimi (Moonshot AI)
  • Microsoft Word
  • ChatGPT (OpenAI)
  • Sora (OpenAI)
  • Laptop computers
  • Desktop computers
  • Headsets
  • Interpreter consoles
  • Tie clip microphones
  • Tablet computers
  • FM transmission equipment
  • Portable calculators
  • Compact binoculars
  • Personal computers
  • Infrared transmission equipment
  • Digital audio recorders