Takeover Tracker
29%medium risk

Informatics Nurse Specialists

Apply knowledge of nursing and informatics to assist in the design, development, and ongoing modification of computerized health care systems. May educate staff and assist in problem solving to promote the implementation of the health care system.

Higher risk than 33% of occupations
Checking for existing plan...

How AI Impacts Each Task

17 tasks analyzed

Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.

Risk: 53.4%AI: 65.95ObservedTime: 10%

Analyze and interpret patient, nursing, or information systems data to improve nursing services.

Risk: 48.5%AI: 53.62ObservedTime: 10%

Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists.

Risk: 41.0%AI: 35EstimatedTime: 8%

Translate nursing practice information between nurses and systems engineers, analysts, or designers using object-oriented models or other techniques.

Risk: 31.0%AI: 40EstimatedTime: 8%

Identify, collect, record or analyze data that are relevant to the nursing care of patients.

Risk: 63.6%AI: 36.1ObservedTime: 8%

Develop strategies, policies or procedures for introducing, evaluating or modifying information technology applied to nursing practice, administration, education, or research.

Risk: 47.0%AI: 50EstimatedTime: 6%

Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.

Risk: 44.4%AI: 43.53ObservedTime: 5%

Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.

Risk: 43.0%AI: 40EstimatedTime: 4%

Provide consultation to nurses regarding hardware or software configuration.

Risk: 33.0%AI: 45EstimatedTime: 6%

Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.

Risk: 40.7%AI: 64.28ObservedTime: 5%

Develop, implement or evaluate health information technology applications, tools, processes or structures to assist nurses with data management.

Risk: 49.0%AI: 54.9ObservedTime: 8%

Use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.

Risk: 51.8%AI: 61.88ObservedTime: 6%

Develop or deliver training programs for health information technology, creating operating manuals as needed.

Risk: 35.4%AI: 50.95ObservedTime: 6%

Analyze computer and information technologies to determine applicability to nursing practice, education, administration and research.

Risk: 47.2%AI: 50.58ObservedTime: 4%

Inform local, state, national and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development and economics.

Risk: 23.0%AI: 20EstimatedTime: 2%

Design, conduct, or provide support to nursing informatics research.

Risk: 51.0%AI: 60EstimatedTime: 2%

Plan, install, repair or troubleshoot telehealth technology applications or systems in homes.

Risk: 31.4%AI: 56ObservedTime: 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%

Mathematics 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.

Programming15%

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/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.

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.

Service Orientation82%

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

Instructing75%

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

Persuasion80%

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

Social Perceptiveness90%

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

Recommended Courses

Courses matched to Informatics Nurse Specialists 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

-7.4pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt 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

-4.1pt 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

-4.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree5%
Bachelor's Degree60%
Master's Degree5%
Doctoral/Professional Degree25%
Level 95%

Prior Experience Needed

Work experience required to enter this job

1-2 years20%
2-4 years45%
4-6 years20%
6-8 years15%

Training Provided After Hiring

How long it typically takes to learn on the job

None5%
1-3 months32%
3-6 months21%
6 months - 1 year32%
1-2 years11%

Related News

Recent articles about AI affecting this occupation

5 articles

HTEC Research: Only One in Three Healthcare Organizations is Ready to Scale AI

A new study reveals that 66% of healthcare organizations lack the infrastructure or workforce readiness to deploy artificial intelligence at scale. This massive readiness gap suggests a looming surge in demand for AI-fluent health tech professionals.

NewsData AI & Jobs2d ago

AI Tools Shift Healthcare Data Jobs from Analytics to Strategy

Medical facilities are adopting AI to clear massive data backlogs, fundamentally changing the role of health informatics workers. Instead of manually pulling reports, staff are being pushed to interpret automated insights and manage AI systems.

Health IT AnswersApr 23

HIMSS Conference Highlights AI's Emerging Role in Healthcare Workflows

Industry leaders at the recent HIMSS conference explored how artificial intelligence is reshaping medical workflows. The discussions centered on integrating new technologies without disrupting clinical staff.

MobiHealthNewsApr 20

Medical AI Will Force a Massive Shift in Healthcare Data Roles

Health informatics professionals will need to completely overhaul how medical records are managed to support new AI tools. Experts argue that healthcare data must be reorganized around individuals rather than institutions to make medical AI viable.

STAT NewsApr 16

How AI Integration is Reshaping Healthcare IT Roles

Healthcare organizations are actively determining how artificial intelligence will alter administrative and clinical IT workflows. The shift requires current staff to adapt from traditional data management to overseeing automated systems.

Health IT AnswersApr 8

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