Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
personnel composition
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "personnel composition" is correct and usable in written English.
It can be used when discussing the makeup or structure of a group of employees or staff within an organization. Example: "The personnel composition of our team has changed significantly over the past year, reflecting our commitment to diversity and inclusion."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
3 human-written examples
We study the link between a laboratory's personnel composition, its number and types of graduate students and postdocs, and the laboratory's productive output.
Science
Taken together, this study contributes to our understanding of knowledge work, as well as reinforcing the importance of a laboratory's personnel composition.
Science
Institutions will have to make important changes to their health personnel composition, including specialist doctors, in the coming years.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
On 24 October 2008, the airline announced plans in preparation for the arrival of the Airbus A330-200 wide-body aircraft, which included personnel and fleet composition.
Wiki
It is essential that human resources personnel consider the composition of the health workforce in terms of both skill categories and training levels [ 2].
Science
An ICU can be created to prioritise basic and inexpensive therapies and fit into a coordinated service that benefits all critically ill patients [ 17], with the exact personnel and equipment composition of such an ICU depending on local diseases, the hospital's financial and human resources and the community's needs [ 3].
"The bid it presented to the Department on 29 September 2009 consisted of a deliberate and fraudulent misrepresentation in respect of the profile, composition, experience, personnel, assets, annual turnover and contribution to youth business development, and therefore the functionality and track record of the company".
News & Media
The subject of my article was the distorted perception about the composition of O.S.S. personnel created by "Inglorious Basterds" and another recent film, "The Good Shepherd".
News & Media
This paper empirically analyses the relationship between the composition of industrial research labs' personnel, basic research and scientific disclosure capabilities.
Science
Structural criteria include education and training of personnel, safety and health practices, and group composition (child-to-adult ratio and group size) (e.g., Fiene, 2002).
But Spearin notes that while the PMSC industry still values individuals with SOF expertise, its utilization of these personnel now differs from the earlier EO composition.
News & Media
Expert writing Tips
Best practice
When discussing the skill sets and experience of a team, use "personnel composition" to highlight how these factors contribute to the team's overall effectiveness.
Common error
While "personnel composition" is a technically correct phrase, it can sound overly formal in casual conversations. Consider using simpler terms like "team makeup" or "staff structure" in less formal settings.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "personnel composition" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies the specific attributes or characteristics of a group of individuals within an organization, as seen in the Ludwig examples which study the relationship between a laboratory's personnel makeup and its output. The AI confirms its usability in written English.
Frequent in
Science
40%
News & Media
30%
Encyclopedias
10%
Less common in
Formal & Business
5%
Wiki
5%
Reference
5%
Ludwig's WRAP-UP
In summary, "personnel composition" is a noun phrase used to describe the structure and makeup of a team or workforce. While grammatically correct and usable, as Ludwig AI confirms, it is relatively rare in overall usage and tends to be more common in formal and scientific contexts. Alternatives such as "staff structure" or "workforce makeup" might be more appropriate in informal settings. The phrase's purpose is typically analytical, examining how different personnel mixes affect organizational outcomes. While present across various domains, its strongest presence is within science and research, as supported by the authoritative sources and examples provided by Ludwig.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
staff composition
A more generic term referring to overall makeup. Omits 'personnel'.
staff structure
Focuses on the organizational arrangement of staff, rather than the specific individuals.
personnel structure
Similar to "staff structure" but more specific to individual roles.
workforce makeup
Emphasizes the demographic characteristics of the employees.
team configuration
Highlights the arrangement and roles within a specific team.
personnel arrangement
Focuses on the organization and deployment of staff.
employee demographics
Refers specifically to the statistical characteristics of the employee base.
workforce demographics
Similar to "employee demographics" but more broadly applicable to all workers.
employee profile
Highlights the experience, skills, and attributes of the workforce.
organizational staffing
Focuses on the process of staffing the organization.
FAQs
How can I use "personnel composition" in a sentence?
You can use "personnel composition" to describe the makeup of a team or workforce, for example, "The "personnel composition" of the department has shifted since last year."
What's a good alternative to "personnel composition"?
Alternatives include "staff structure", "workforce makeup", or "team configuration", depending on the specific context.
Is "personnel composition" formal or informal?
"Personnel composition" tends to be more formal. In informal settings, consider using phrases like "team makeup".
In what situations is "personnel composition" most appropriate?
"Personnel composition" is particularly suitable for discussing the skill sets, demographics, or experience levels within a team in professional or academic settings.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested