Intelligence Analysts
Gather, analyze, or evaluate information from a variety of sources, such as law enforcement databases, surveillance, intelligence networks or geographic information systems. Use intelligence data to anticipate and prevent organized crime activities, such as terrorism.
AI Impact Summary
Intelligence Analysts faces moderate AI displacement risk with a score of 34/100. This occupation has higher AI displacement risk than 60% of all analyzed occupations. Of 20 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.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics 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.
Programming 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to 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
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
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
20 tasks analyzed
Validate known intelligence with data from other sources.
Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.
Prepare comprehensive written reports, presentations, maps, or charts based on research, collection, and analysis of intelligence data.
Study activities relating to narcotics, money laundering, gangs, auto theft rings, terrorism, or other national security threats.
Collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities.
Link or chart suspects to criminal organizations or events to determine activities and interrelationships.
Evaluate records of communications, such as telephone calls, to plot activity and determine the size and location of criminal groups and members.
Gather intelligence information by field observation, confidential information sources, or public records.
Study the assets of criminal suspects to determine the flow of money from or to targeted groups.
Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools.
Predict future gang, organized crime, or terrorist activity, using analyses of intelligence data.
Establish criminal profiles to aid in connecting criminal organizations with their members.
Gather and evaluate information, using tools such as aerial photographs, radar equipment, or sensitive radio equipment.
Interview, interrogate, or interact with witnesses or crime suspects to collect human intelligence.
Study communication code languages or foreign languages to translate intelligence.
Develop defense plans or tactics, using intelligence and other information.
Prepare plans to intercept foreign communications transmissions.
Operate cameras, radios, or other surveillance equipment to intercept communications or document activities.
Conduct presentations of analytic findings.
Analyze intelligence data to identify patterns and trends in criminal activity.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Validate known intelligence with data from other sources. | 65Estimated | 53.0% | 8% | |
| Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases. | 50.3Observed | 47.1% | 10% | |
| Prepare comprehensive written reports, presentations, maps, or charts based on research, collection, and analysis of intelligence data. | 55.85Observed | 71.5% | 8% | |
| Study activities relating to narcotics, money laundering, gangs, auto theft rings, terrorism, or other national security threats. | 60Estimated | 51.0% | 6% | |
| Collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities. | 15Estimated | 21.0% | 6% | |
| Link or chart suspects to criminal organizations or events to determine activities and interrelationships. | 75Estimated | 57.0% | 5% | |
| Evaluate records of communications, such as telephone calls, to plot activity and determine the size and location of criminal groups and members. | 80Estimated | 59.0% | 5% | |
| Gather intelligence information by field observation, confidential information sources, or public records. | 54.12Observed | 48.7% | 4% | |
| Study the assets of criminal suspects to determine the flow of money from or to targeted groups. | 55.88Observed | 49.4% | 5% | |
| Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools. | 58.75Observed | 50.5% | 5% | |
| Predict future gang, organized crime, or terrorist activity, using analyses of intelligence data. | 50Estimated | 47.0% | 5% | |
| Establish criminal profiles to aid in connecting criminal organizations with their members. | 55Estimated | 49.0% | 4% | |
| Gather and evaluate information, using tools such as aerial photographs, radar equipment, or sensitive radio equipment. | 90Estimated | 85.2% | 3% | |
| Interview, interrogate, or interact with witnesses or crime suspects to collect human intelligence. | 10Estimated | 19.0% | 4% | |
| Study communication code languages or foreign languages to translate intelligence. | 85Estimated | 61.0% | 2% | |
| Develop defense plans or tactics, using intelligence and other information. | 65.67Observed | 53.3% | 2% | |
| Prepare plans to intercept foreign communications transmissions. | 40Estimated | 43.0% | 2% | |
| Operate cameras, radios, or other surveillance equipment to intercept communications or document activities. | 20Estimated | 17.0% | 2% | |
| Conduct presentations of analytic findings. | 35Estimated | 29.0% | 5% | |
| Analyze intelligence data to identify patterns and trends in criminal activity. | 70Estimated | 55.0% | 10% |
Protective Factors
Total protective discount: 31.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$93,580
per year
Mean Wage
$98,770
per year
Employment
111K
workers
Wage Range
$54,160 - $159,410
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Recommendations
Skills to Develop
These skills are at risk from AI automation. 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
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization 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.
- 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.
- Social Perceptiveness
Social Perceptiveness 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.
- Writing
Writing 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.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change