Business Intelligence Analysts
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.
AI Impact Summary
Business Intelligence Analysts faces moderate AI displacement risk with a score of 41/100. This occupation has higher AI displacement risk than 83% of all analyzed occupations. Of 17 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Business Intelligence Analysts skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
17 tasks analyzed
Analyze competitive market strategies through analysis of related product, market, or share trends.
Synthesize current business intelligence or trend data to support recommendations for action.
Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.
Manage timely flow of business intelligence information to users.
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Identify and analyze industry or geographic trends with business strategy implications.
Analyze technology trends to identify markets for future product development or to improve sales of existing products.
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Identify or monitor current and potential customers, using business intelligence tools.
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
Maintain library of model documents, templates, or other reusable knowledge assets.
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.
Disseminate information regarding tools, reports, or metadata enhancements.
Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
Create or review technical design documentation to ensure the accurate development of reporting solutions.
Provide technical support for existing reports, dashboards, or other tools.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Analyze competitive market strategies through analysis of related product, market, or share trends. | 62.28Observed | 51.9% | 10% | |
| Synthesize current business intelligence or trend data to support recommendations for action. | 60.27Observed | 51.1% | 10% | |
| Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends. | 50Observed | 35.0% | 8% | |
| Manage timely flow of business intelligence information to users. | 38.75Observed | 64.7% | 5% | |
| Collect business intelligence data from available industry reports, public information, field reports, or purchased sources. | 43.73Observed | 66.7% | 8% | |
| Identify and analyze industry or geographic trends with business strategy implications. | 66.72Observed | 53.7% | 8% | |
| Analyze technology trends to identify markets for future product development or to improve sales of existing products. | 67.62Observed | 54.1% | 6% | |
| Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders. | 51.32Observed | 69.7% | 10% | |
| Identify or monitor current and potential customers, using business intelligence tools. | 42.1Observed | 66.0% | 5% | |
| Maintain or update business intelligence tools, databases, dashboards, systems, or methods. | 48.25Observed | 68.5% | 6% | |
| Maintain library of model documents, templates, or other reusable knowledge assets. | 43.95Observed | 66.8% | 3% | |
| Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs. | 51.32Observed | 47.5% | 6% | |
| Conduct or coordinate tests to ensure that intelligence is consistent with defined needs. | 55Estimated | 49.0% | 4% | |
| Disseminate information regarding tools, reports, or metadata enhancements. | 53Observed | 70.4% | 3% | |
| Document specifications for business intelligence or information technology reports, dashboards, or other outputs. | 66.3Observed | 75.7% | 3% | |
| Create or review technical design documentation to ensure the accurate development of reporting solutions. | 65Estimated | 53.0% | 3% | |
| Provide technical support for existing reports, dashboards, or other tools. | 44Observed | 66.8% | 2% |
Protective Factors
Total protective discount: 29.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
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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.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- 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.
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.
Score History
Risk score over 3 scoring runs
overall change