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.
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% |
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.
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.
Score History
Risk score over 3 scoring runs
overall change
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
Related News
Recent articles about AI affecting this occupation
Crafting Strategy in the Age of AI
AI tools are taking over routine data analysis, forcing corporate strategists to pivot toward exercising high-level human judgment. Professionals who adapt can reclaim significant time to focus on complex decision-making.
Texas DOT deploys AI to boost employee efficiency and manage traffic
The state agency is actively integrating AI tools to streamline employee workflows and analyze crash data. The move signals a growing push for responsible AI adoption within public sector jobs.
New 9verse AI Engine Automates Complex Enterprise Research Tasks
The Hubble Research Intelligence model is designed to verify facts and resolve conflicting information autonomously. This tool directly targets knowledge worker tasks by automating deep domain reasoning and evidence verification.
Why communication skills are critical as AI commoditizes technical tasks
As algorithms increasingly automate routine coding and data analysis, the premium on human interaction is rising. Workers must master nuanced language and interpersonal abilities to avoid being categorized as easily replaceable.
Skill up: How to use Google Gemini for competitive analysis
Professionals can leverage Google's Gemini to rapidly synthesize market data and track competitor movements. Mastering these specific prompt workflows gives analysts a significant speed advantage over manual research methods.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis