Takeover Tracker
41%medium risk

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.

Higher risk than 83% of occupations
Checking for existing plan...

How AI Impacts Each Task

17 tasks analyzed

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

Risk: 51.9%AI: 62.28ObservedTime: 10%

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

Risk: 51.1%AI: 60.27ObservedTime: 10%

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

Risk: 35.0%AI: 50ObservedTime: 8%

Manage timely flow of business intelligence information to users.

Risk: 64.7%AI: 38.75ObservedTime: 5%

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

Risk: 66.7%AI: 43.73ObservedTime: 8%

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

Risk: 53.7%AI: 66.72ObservedTime: 8%

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

Risk: 54.1%AI: 67.62ObservedTime: 6%

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

Risk: 69.7%AI: 51.32ObservedTime: 10%

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

Risk: 66.0%AI: 42.1ObservedTime: 5%

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

Risk: 68.5%AI: 48.25ObservedTime: 6%

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

Risk: 66.8%AI: 43.95ObservedTime: 3%

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

Risk: 47.5%AI: 51.32ObservedTime: 6%

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

Risk: 49.0%AI: 55EstimatedTime: 4%

Disseminate information regarding tools, reports, or metadata enhancements.

Risk: 70.4%AI: 53ObservedTime: 3%

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

Risk: 75.7%AI: 66.3ObservedTime: 3%

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

Risk: 53.0%AI: 65EstimatedTime: 3%

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

Risk: 66.8%AI: 44ObservedTime: 2%

Skill Impact 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 (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

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

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.

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.3pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk

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

-9.1

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Post-Secondary Certificate4%
Bachelor's Degree58%
Master's Degree4%
Doctoral/Professional Degree33%

Prior Experience Needed

Work experience required to enter this job

None8%
3-6 months4%
1-2 years13%
2-4 years25%
4-6 years25%
6-8 years13%
8-10 years4%
Over 10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None8%
Up to 1 month13%
1-3 months25%
3-6 months8%
6 months - 1 year29%
1-2 years13%
2-4 years4%

Related News

Recent articles about AI affecting this occupation

5 articles

Developers turn Claude into an autonomous deep research worker

Tech enthusiasts are successfully modifying Anthropic's coding assistant to function as an autonomous research agent. This grassroots development proves that AI can now handle complex, multi-step research tasks previously reserved for junior analysts.

r/singularityyesterday

How AI Agents Will Reshape Business Operations and Data Roles

Companies are restructuring their data pipelines to support autonomous AI agents capable of executing complex tasks. This transition will require data professionals to shift from building dashboards to managing agent workflows.

Forbes AI2d ago

SAS Integrates AI Agents, Shifting Data Analytics Workflows

Data scientists will soon share their primary analytics environments with autonomous agents like Claude and Copilot. This integration allows AI to directly execute complex data tasks, fundamentally altering the daily workflow of analytics professionals.

The New Stack2d ago

AI automation threatens knowledge work at legacy consulting firms

Artificial intelligence is increasingly automating the core knowledge work that traditional consulting firms rely on for billable hours. This shift threatens the traditional pyramid structure of junior analysts doing grunt work.

Fast Company3d ago

AI shipping tools democratize data access across logistics roles.

Reveel's new AI platform allows logistics workers at any expertise level to query complex shipping data using plain English. This shift reduces reliance on specialized data analysts by empowering everyday staff to extract their own insights.

Commercial Carrier JournalApr 23

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis