AITakeover Tracker
50%medium risk

Business Intelligence Analysts

SOC: 15-1199.08 · Job Zone 4 (Considerable preparation)

Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

MediumEst. full displacement: 20462076high confidence
Raw task score: 64.7Protective discount: 23.2%17 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Business Intelligence Analysts faces moderate AI displacement risk with a score of 50/100. Significant displacement is estimated between 2046 and 2076. Of 17 analyzed tasks, 10 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Protective Factors

Total protective discount: 23.2%

Skill Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Critical ThinkingActive LearningJudgment and Decision MakingWritingSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Business Intelligence Analysts professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Programming

    Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

  • Negotiation

    Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

17 tasks analyzed

Analyze competitive market strategies through analysis of related product, market, or share trends.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 10%

Synthesize current business intelligence or trend data to support recommendations for action.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 10%

Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 8%

Manage timely flow of business intelligence information to users.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.

Routine CognitiveAI: 90Risk: 85.2Time: 8%

Identify and analyze industry or geographic trends with business strategy implications.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 8%

Analyze technology trends to identify markets for future product development or to improve sales of existing products.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 8%

Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

Identify or monitor current and potential customers, using business intelligence tools.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Maintain or update business intelligence tools, databases, dashboards, systems, or methods.

Routine CognitiveAI: 80Risk: 81.2Time: 5%

Maintain library of model documents, templates, or other reusable knowledge assets.

Routine CognitiveAI: 85Risk: 83.2Time: 3%

Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 8%

Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.

Routine CognitiveAI: 75Risk: 79.2Time: 3%

Disseminate information regarding tools, reports, or metadata enhancements.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Document specifications for business intelligence or information technology reports, dashboards, or other outputs.

Routine CognitiveAI: 85Risk: 83.2Time: 3%

Create or review technical design documentation to ensure the accurate development of reporting solutions.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 2%

Provide technical support for existing reports, dashboards, or other tools.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

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