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

Health IT Sector Continues Hiring Spree for Specialized Tech Talent

NextGen Healthcare and other medical tech organizations are actively recruiting new talent. The ongoing appointments signal strong demand for specialized professionals who can navigate healthcare and emerging tech.

Health IT Answers5d ago

Bridging the Gap Between AI Innovation and Clinical Workflow Integration

Healthcare providers are struggling to seamlessly incorporate new artificial intelligence tools into the daily routines of doctors and nurses. This friction highlights a growing demand for clinical workflow specialists to bridge the gap.

Health IT AnswersJun 7

Nurses Reclaim Patient Time by Redesigning Hospital Automation

Clinicians are taking control of hospital tech deployments to eliminate administrative bloat and disconnected systems. By shaping automation tools themselves, nurses are reducing burnout and shifting their daily focus back to direct patient care.

Healthcare IT NewsMay 28

Healthcare CIO warns AI will disrupt medical IT roles more than EHRs

A leading healthcare technology executive predicts artificial intelligence will fundamentally reshape medical IT departments. The transition will require current health tech workers to rapidly adapt their skills beyond traditional electronic health record management.

Healthcare IT NewsMay 28

Nursing Education Must Evolve to Teach AI Data and Ethics Skills

A new investigation reveals that future nurses must learn to standardize patient data and design AI systems that align with healthcare ethics. The focus is shifting from just using tools to actively shaping how AI integrates into patient care.

Healthcare IT NewsMay 28

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