AI exposure: Health Informatics 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.
Reading this score
computed56.7% of this occupation's weighted task load is exposed, which puts Health Informatics Specialists at the 93th percentile of 923 occupations. The capability is largely there. Its average task scores 3.4 out of 4 on what a current system can produce, and the frictions that hold other jobs in place are comparatively weak here.
What holds the line here is context. Across this occupation's 17 tasks it averages 1.86 out of 3, the highest of the five friction dimensions. In plain terms, the work depends on knowledge the model cannot hold. Much of this job runs on things that were never written down: what this particular organisation does, what happened last week, what the person across the table actually meant. That context is the barrier, and it erodes as systems are given more access.
The most exposed thing this job does is Provide consultation to nurses regarding hardware or software configuration, at 80.0%. The least is Develop or implement policies or practices to ensure the privacy, confidentiality, or security..., at 42.5%. A gap of 37.5% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within computer and mathematical occupations, this one is less exposed than the median of 57.8% across the group's 36 roles, with 18 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 17 tasks, 17 are currently banded exposed, 0 assisted and 0 untouched. For that distribution to shift materially would take cheaper ways to verify output, since the cost of checking is currently doing more to hold this work in place than the cost of producing it. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
17 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Provide consultation to nurses regarding hardware or software configuration. | 80.0% | 20.0% | 0.0% | 3.43 | exposed |
| Translate nursing practice information between nurses and systems engineers, analysts, or designers, using object-oriented models or other techniques. | 73.3% | 26.7% | 0.0% | 4.81 | exposed |
| Analyze computer and information technologies to determine applicability to nursing practice, education, administration, and research. | 73.3% | 26.7% | 0.0% | 3.90 | exposed |
| Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics. | 65.0% | 10.0% | 25.0% | 3.71 | exposed |
| Identify, collect, record, or analyze data relevant to the nursing care of patients. | 63.3% | 36.7% | 0.0% | 4.24 | exposed |
| Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes. | 61.1% | 22.2% | 16.7% | 2.75 | exposed |
| Develop, implement, or evaluate health information technology applications, tools, processes, or structures to assist nurses with data management. | 55.4% | 32.1% | 12.5% | 4.15 | exposed |
| Develop strategies, policies or procedures for introducing, evaluating, or modifying information technology applied to nursing practice, administration, education, or research. | 55.0% | 20.0% | 25.0% | 3.81 | exposed |
| Develop or deliver training programs for health information technology, creating operating manuals as needed. | 55.0% | 20.0% | 25.0% | 3.70 | exposed |
| 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. | 53.7% | 29.6% | 16.7% | 4.14 | exposed |
| Analyze and interpret patient, nursing, or information systems data to improve nursing services. | 53.3% | 46.7% | 0.0% | 4.33 | exposed |
| 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. | 50.0% | 25.0% | 25.0% | 4.19 | exposed |
| Inform local, state, national, and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development, and economics. | 50.0% | 25.0% | 25.0% | 3.68 | exposed |
| Design, conduct, or provide support to nursing informatics research. | 47.5% | 27.5% | 25.0% | 3.70 | exposed |
| Use informatics science to design or implement health information technology applications for resolution of clinical or health care administrative problems. | 45.0% | 30.0% | 25.0% | 4.71 | exposed |
| Disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public. | 45.0% | 30.0% | 25.0% | 4.00 | exposed |
| Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information. | 42.5% | 32.5% | 25.0% | 4.43 | exposed |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 3.36 | 0-4 |
| Embodiment | 0.18 | 0-3 |
| Presence | 0.18 | 0-3 |
| Accountability | 1.00 | 0-3 |
| Context | 1.86 | 0-3 |
| Verification cost | 1.63 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.