What Do Data Analyst Specialists Do?
Wondering what the job is really like for data analyst specialists?
You've come to the right place.
Keep reading to find detailed information about what data analyst specialists do, including the type of work they are tasked with on a daily basis, industries in which they work, and the specific skills needed for a successful career.
Data Analyst Specialists Overview & Description
Let's get started with the basics about data analyst specialists by taking a look at a simple description and popular job titles.
Data Analyst Specialists develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.
Popular Job Titles For Data Analyst Specialists
Sample of Reported Job Titles
- Biostatisticians
- Directors of Biostatistics
- Statisticians
- Biostatistics Managers
- Principal Biostatisticians
- Statistical Analysts
- Statisticians/Data Scientists
- Statistical Programming Managers
- Research Statisticians
- Mathematical Statisticians
- Statistical Data Analysts
- Biometricians
Read on for insight into the industries where the highest concentration of jobs for data analyst specialists can be found.
Best Industries for Data Analyst Specialists
Data Analyst Specialists Jobs By Industry
- Federal Government, Civilian: 18.9%
- Scientific Research and Development Services: 16.7%
- Education and Hospitals (State Government): 7.4%
- State Government, Excluding Education and Hospitals: 7.3%
- Colleges, Universities, and Professional Schools: 6.2%
- Computer Systems Design and Related Services: 5.7%
- Other: 37.8%
When it comes to jobs in the United States, the largest single category of data analyst specialists can be found working in the Federal Government, Civilian sector. In 2023, about 18.9% of all jobs for data analyst specialists were found there.
Other top industries by percentage include Scientific Research and Development Services (16.7%), Education and Hospitals (State Government) (7.4%), State Government, Excluding Education and Hospitals (7.3%), Colleges, Universities, and Professional Schools (6.2%) and Computer Systems Design and Related Services (5.7%).
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What Do Data Analyst Specialists Do on a Daily Basis?
So you have a high-level understanding of what data analyst specialists do and the types of industries in which they work - but what do they really do each day?
A great way to understand the type of work data analyst specialists do is to examine actual job postings and focus on the specific skills that employers are seeking. That will help paint a clearer picture of the tasks that data analyst specialists tackle each day.
Continue reading for a breakdown of specialized skills found in job postings for data analyst specialists, as well as common skills - interpersonal qualities and attributes - that can help you thrive in the workplace.
In-Demand Skills for Today's Data Analyst Specialists
Based on 12,615 job postings
Top 5 Specialized Skills for Data Analyst Specialists
| Skills | Postings | % of Total Postings |
|---|---|---|
| Statistics | 10,070 | 80% |
| SAS (Software) | 6,679 | 53% |
| Biostatistics | 6,621 | 52% |
| Statistical Analysis | 6,172 | 49% |
| R (Programming Language) | 5,312 | 42% |
Top 5 Common Skills for Data Analyst Specialists
| Skills | Postings | % of Total Postings |
|---|---|---|
| Research | 6,682 | 53% |
| Communication | 4,758 | 38% |
| Management | 4,192 | 33% |
| Mathematics | 3,625 | 29% |
| Leadership | 3,566 | 28% |
Based on 12,615 job postings related to data analyst specialists, statistics was the top specialized skill sought by employers, with 80% of all postings looking for that skillset. Skills for sas (software), biostatistics, statistical analysis, r (programming language) and clinical trials were also highly sought.
As for common skills, research was the most desired skill found in job postings for data analyst specialists, followed by communication, management, mathematics, leadership and writing.
| Skill | Postings | % of Total Postings |
|---|---|---|
| Statistics | 10,070 | 80% |
| SAS (Software) | 6,679 | 53% |
| Biostatistics | 6,621 | 52% |
| Statistical Analysis | 6,172 | 49% |
| R (Programming Language) | 5,312 | 42% |
| Clinical Trials | 5,116 | 41% |
| Data Analysis | 4,669 | 37% |
| Statistical Methods | 3,756 | 30% |
| Statistical Programming | 2,976 | 24% |
| Pharmaceuticals | 2,919 | 23% |
| Data Management | 2,671 | 21% |
| Clinical Study Design | 2,474 | 20% |
| Python (Programming Language) | 2,401 | 19% |
| Data Science | 2,388 | 19% |
| Statistical Software | 2,280 | 18% |
| Project Management | 2,202 | 17% |
| Pre-Clinical Development | 2,102 | 17% |
| Data Collection | 1,891 | 15% |
| Computer Science | 1,794 | 14% |
| Drug Development | 1,739 | 14% |
| Skill | Postings | % of Total Postings |
|---|---|---|
| Research | 6,682 | 53% |
| Communication | 4,758 | 38% |
| Management | 4,192 | 33% |
| Mathematics | 3,625 | 29% |
| Leadership | 3,566 | 28% |
| Writing | 3,557 | 28% |
| Innovation | 2,891 | 23% |
| Presentations | 2,841 | 23% |
| Planning | 2,751 | 22% |
| Operations | 2,233 | 18% |
| Verbal Communication Skills | 1,881 | 15% |
| Interpersonal Communications | 1,852 | 15% |
| Problem Solving | 1,850 | 15% |
| Microsoft Excel | 1,546 | 12% |
| Detail Oriented | 1,524 | 12% |
| Mentorship | 1,480 | 12% |
| Microsoft Office | 1,428 | 11% |
| Timelines | 1,344 | 11% |
| Quality Control | 1,198 | 9% |
| Microsoft PowerPoint | 1,122 | 9% |
Most In-Demand Jobs for Data Analyst Specialists
Top 5 Posted Job Titles
| Job Title | Postings | % of Total Postings |
|---|---|---|
| Biostatisticians | 5,456 | 29% |
| Directors of Biostatistics | 2,290 | 12.2% |
| Statisticians | 1,935 | 10.3% |
| Biostatistics Managers | 2,344 | 12.4% |
| Principal Biostatisticians | 1,063 | 5.6% |
According to job postings that were published between September 2022 and August 2023, the top job sought by employers was biostatisticians, with 2,188 unique job postings. Directors of biostatistics were second, with 859 postings, followed by statisticians, biostatistics managers and principal biostatisticians.
Expand the section below to see unique job postings for all occupations related to data analyst specialists.
| Job Title | Postings | % of Total Postings |
|---|---|---|
| Biostatisticians | 5,456 | 29% |
| Directors of Biostatistics | 2,290 | 12.2% |
| Statisticians | 1,935 | 10.3% |
| Biostatistics Managers | 2,344 | 12.4% |
| Principal Biostatisticians | 1,063 | 5.6% |
| Statistical Analysts | 852 | 4.5% |
| Statisticians/Data Scientists | 610 | 3.2% |
| Statistical Programming Managers | 718 | 3.8% |
| Research Statisticians | 475 | 2.5% |
| Mathematical Statisticians | 427 | 2.3% |
| Statistical Data Analysts | 370 | 2% |
| Biometricians | 311 | 1.7% |
| Principals | 264 | 1.4% |
| Survey Statisticians | 272 | 1.4% |
| Statistical Research Analysts | 263 | 1.4% |
| Statistical Scientists | 221 | 1.2% |
| Research Biostatisticians | 259 | 1.4% |
| Statistical Programmers | 235 | 1.2% |
| Statistical Programming Analysts | 304 | 1.6% |
| Directors of Statistics | 171 | 0.9% |
Additional Links
Ready to dig deeper into career information for data analyst specialists? Visit our other pages focused on salary and education for data analyst specialists.
How much do data analyst specialists make?
Data Analyst Specialists: How do you become one?
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