Biostatistiker
Computer und MathematikKI-Exposition
- Datenquelle: BLSVeröffentlicht: 2026-08
Sehr hoch· relativ
NiedrigVier relative BänderSehr hochWert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)
831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band
- Datenquelle: AnthropicVeröffentlicht: 2026-03
0.211
0.000Spannweite der hier geführten Werte0.745Skala, Bezugsmenge und Quelle
Index der beobachteten Exposition, 0–1 wie veröffentlicht
Auf O*NET-Aufgaben abgebildet
- Datenquelle: ILOVeröffentlicht: 2025
0.56
0.09Spannweite der hier geführten Werte0.70Wert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Index der Exposition gegenüber generativer KI, 0–1 wie veröffentlicht
ISCO-08-Berufsgattung — alle Berufe mit demselben Code erhalten diesen Wert
Von dieser Website berechnet, nicht von der IAO veröffentlicht: Von den 1.012 Berufen, die diese Website mit dem IAO-Datensatz verknüpft, erreichen oder übertreffen 8% diesen Wert.
Welche Art von Wert diese Quelle veröffentlicht
Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.
Task-level exposure
Nur exponierte Aufgaben| Task | Claude.aiRaw / share % |
|---|---|
Draw conclusions or make predictions based on data summaries or statistical analyses.15-2041 | 0.169513.1 |
Evaluate sources of information to determine any limitations in terms of reliability or usability.15-2041 | 0.162512.6 |
Prepare appropriate formatting to data sets as requested.15-2041 | 0.12389.6 |
Identify relationships and trends in data, as well as any factors that could affect the results of research.15-2041 | 0.09897.7 |
Report results of statistical analyses, including information in the form of graphs, charts, and tables.15-2041 | 0.07575.9 |
Process large amounts of data for statistical modeling and graphic analysis, using computers.15-2041 | 0.07325.7 |
Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.15-2041 | 0.06795.3 |
Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.15-2041 | 0.05904.6 |
Develop an understanding of fields to which statistical methods are to be applied to determine whether methods and results are appropriate.15-2041 | 0.05884.6 |
Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.15-2041 | 0.05864.5 |
| Not observed on any surface — 26 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy. | —0 |
Plan data collection methods for specific projects and determine the types and sizes of sample groups to be used. | —0 |
Supervise and provide instructions for workers collecting and tabulating data. | —0 |
Apply sampling techniques or use complete enumeration bases to determine and define groups to be surveyed. | —0 |
Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering. | —0 |
Teach graduate or continuing education courses or seminars in biostatistics. | —0 |
Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients. | —0 |
Prepare articles for publication or presentation at professional conferences. | —0 |
Calculate sample size requirements for clinical studies. | —0 |
Assign work to biostatistical assistants or programmers. | —0 |
Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected. | —0 |
Develop or use mathematical models to track changes in biological phenomena such as the spread of infectious diseases. | —0 |
Design or maintain databases of biological data. | —0 |
Collect data through surveys or experimentation. | —0 |
Analyze archival data such as birth, death, and disease records. | —0 |
Provide biostatistical consultation to clients or colleagues. | —0 |
Apply research or simulation results to extend biological theory or recommend new research projects. | —0 |
Design surveys to assess health issues. | —0 |
Write work instruction manuals, data capture guidelines, or standard operating procedures. | —0 |
Track the flow of work forms including in-house data flow or electronic forms transfer. | —0 |
Train staff on technical procedures or software program usage. | —0 |
Supervise the work of data management project staff. | —0 |
Monitor work productivity or quality to ensure compliance with standard operating procedures. | —0 |
Generate data queries based on validation checks or errors and omissions identified during data entry to resolve identified problems. | —0 |
Develop project-specific data management plans that address areas such as data coding, reporting, or transfer, database locks, and work flow processes. | —0 |
Develop or select specific software programs for various research scenarios. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Write research proposals or grant applications for submission to external bodies.O*NET Task ID 16241 | 1.0 |
Prepare articles for publication or presentation at professional conferences.O*NET Task ID 16245 | 1.0 |
Calculate sample size requirements for clinical studies.O*NET Task ID 16246 | 1.0 |
Assign work to biostatistical assistants or programmers.O*NET Task ID 16248 | 1.0 |
Write program code to analyze data with statistical analysis software.O*NET Task ID 16249 | 1.0 |
Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.O*NET Task ID 16250 | 1.0 |
Develop or implement data analysis algorithms.O*NET Task ID 16257 | 1.0 |
Design or maintain databases of biological data.O*NET Task ID 16259 | 1.0 |
Teach graduate or continuing education courses or seminars in biostatistics.O*NET Task ID 16242 | 0.5 |
Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.O*NET Task ID 16243 | 0.5 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Berufsinformationen
Aktuelle Veränderungen mit Bezug zu diesem Beruf
März 2026: New evergreen blog post: Will AI Replace Biostatisticians?
[Quelle: AI Changing Work Blog]