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.
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% |
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.
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.
Score History
Risk score over 2 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
Lovelace's New AI Threatens to Automate Complex Investigative Work
Startup Lovelace launched an AI engine designed to perform deep investigative research with massive processing power. This technology aims to automate complex analytical tasks traditionally performed by human researchers.
Military AI Speeds Up Targeting, Transforming Defense Analyst Roles
The US military used Project Maven to process over 1,000 targets in 24 hours, doubling historical strike rates. This massive acceleration shifts human defense personnel from manual target identification to algorithmic oversight.
Met Police Weighs Palantir AI, Shifting Detective Workflows
London's Metropolitan Police is negotiating to integrate Palantir's AI systems into criminal investigations, sparking internal data privacy concerns. The move signals a major shift in how detectives will process evidence and conduct daily casework.
CIA Creates First Intelligence Report Written Without Humans
The US intelligence community has successfully generated a complete briefing document using artificial intelligence, bypassing human analysts entirely. This milestone signals a major shift in how classified information is synthesized and distributed.
Military AI is pushing human intelligence analysts out of the decision loop
A legal battle between Anthropic and the Pentagon highlights how AI is moving beyond basic data analysis to active decision-making in warfare. The traditional role of human intelligence analysts is being rapidly automated on the battlefield.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis