Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies with a requirement for Stata skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Stata over the 6 months to 22 May 2022 with a comparison to the same period in the previous 2 years.

StataCorp Stata
UK
6 months to
22 May 2022		 Same period 2021 Same period 2020
Rank 1172 883 908
Rank change year-on-year -289 +25 +173
Permanent jobs citing Stata 41 19 6
As % of all permanent jobs advertised in the UK 0.025% 0.021% 0.006%
As % of the Applications category 0.30% 0.30% 0.087%
Number of salaries quoted 19 8 5
10th Percentile £30,169 £49,050 £36,000
25th Percentile £31,250 £54,375 £37,500
Median annual salary (50th Percentile) £45,000 £59,844 £50,000
Median % change year-on-year -24.80% +19.69% +8.11%
75th Percentile £47,500 £61,095 £67,500
90th Percentile £53,750 - -
UK excluding London median annual salary £40,000 £55,000 £37,500
% change year-on-year -27.27% +46.67% -23.08%

Stata is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for software application skills.

All Software Application Skills
UK
Permanent vacancies with a requirement for software application skills 13,503 6,262 6,872
As % of all permanent IT jobs advertised in the UK 8.27% 6.80% 7.39%
Number of salaries quoted 7,008 4,260 5,376
10th Percentile £26,000 £24,000 £23,938
25th Percentile £31,250 £31,188 £30,000
Median annual salary (50th Percentile) £45,000 £42,500 £42,500
Median % change year-on-year +5.88% - +6.25%
75th Percentile £60,000 £57,500 £56,250
90th Percentile £75,000 £70,000 £70,000
UK excluding London median annual salary £38,875 £38,750 £37,500
% change year-on-year +0.32% +3.33% +7.14%

Stata
Job Vacancy Trend

Job postings citing Stata as a proportion of all IT jobs advertised.

Job vacancy trend for Stata in the UK

Stata
Salary Trend

3-month moving average salary quoted in jobs citing Stata.

Salary trend for Stata in the UK

Stata
Salary Histogram

Salary distribution for jobs citing Stata over the 6 months to 22 May 2022.

Salary histogram for Stata in the UK

Stata
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stata within the UK over the 6 months to 22 May 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Jobs
England -259 41 £45,000 -24.80% 4
London -255 38 £45,000 -24.80% 4
Work from Home -272 9 £32,875 -
UK excluding London -159 3 £40,000 -27.27%
North West -64 2 £36,625 -
North of England -79 2 £36,625 -
East of England - 1 £60,000 -

For the 6 months to 22 May 2022, IT jobs citing Stata also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Stata.

1 37 (90.24%) Python
2 34 (82.93%) Data Analysis
3 32 (78.05%) R
4 29 (70.73%) Business Intelligence
5 28 (68.29%) Social Skills
6 27 (65.85%) Analytics
6 27 (65.85%) Coaching
6 27 (65.85%) Degree
7 26 (63.41%) SQL
7 26 (63.41%) Power BI
7 26 (63.41%) Power Platform
8 25 (60.98%) Analytical Skills
9 24 (58.54%) Data Science
9 24 (58.54%) Mathematics
9 24 (58.54%) Marketing
10 23 (56.10%) Statistics
10 23 (56.10%) Self-Motivation
11 21 (51.22%) Machine Learning
11 21 (51.22%) Data Modelling
12 20 (48.78%) Applied Mathematics
12 20 (48.78%) Knowledge Management
12 20 (48.78%) Customer Analytics
12 20 (48.78%) Data Transformation
12 20 (48.78%) Data Engineering
12 20 (48.78%) Data Lake
12 20 (48.78%) Collaborative Working
12 20 (48.78%) Numerate Degree
12 20 (48.78%) Data Strategy
12 20 (48.78%) Thought Leadership
13 18 (43.90%) Project Management

Stata
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (12.20%) SAS
2 1 (2.44%) R Markdown
Applications
1 16 (39.02%) SPSS
2 10 (24.39%) Microsoft Excel
3 2 (4.88%) Microsoft Office
4 1 (2.44%) Microsoft PowerPoint
Cloud Services
1 26 (63.41%) Power Platform
2 2 (4.88%) AWS
2 2 (4.88%) Google Analytics
Database & Business Intelligence
1 26 (63.41%) Power BI
2 20 (48.78%) Data Lake
3 9 (21.95%) Tableau
4 2 (4.88%) Looker
4 2 (4.88%) NoSQL
4 2 (4.88%) SQLite
5 1 (2.44%) Big Data
5 1 (2.44%) SAS EBI
5 1 (2.44%) SQL Server
Development Applications
1 1 (2.44%) Git (software)
General
1 28 (68.29%) Social Skills
2 25 (60.98%) Analytical Skills
3 24 (58.54%) Marketing
4 11 (26.83%) Finance
5 10 (24.39%) Retail
6 3 (7.32%) Advertising
7 1 (2.44%) Games
7 1 (2.44%) Inclusion and Diversity
7 1 (2.44%) Influencing Skills
7 1 (2.44%) Organisational Skills
7 1 (2.44%) Social Science
Job Titles
1 17 (41.46%) Analyst
1 17 (41.46%) Data Analyst
2 12 (29.27%) Data Science Manager
3 8 (19.51%) Consultant
3 8 (19.51%) Data Consultant
3 8 (19.51%) Data Science Consultant
3 8 (19.51%) Senior Analyst
3 8 (19.51%) Senior Data Analyst
4 7 (17.07%) Senior Manager
5 5 (12.20%) Senior Consultant
6 3 (7.32%) Data Scientist
7 2 (4.88%) Junior
7 2 (4.88%) Junior Analyst
7 2 (4.88%) Junior Data Analyst
8 1 (2.44%) Data Analytics Manager
8 1 (2.44%) Data Manager
8 1 (2.44%) Insight Analyst
8 1 (2.44%) Market Analyst
8 1 (2.44%) Market Research Analyst
8 1 (2.44%) Research Analyst
Libraries, Frameworks & Software Standards
1 10 (24.39%) Pandas
2 7 (17.07%) Velocity
3 1 (2.44%) Matplotlib
3 1 (2.44%) NumPy
3 1 (2.44%) SciPy
Miscellaneous
1 23 (56.10%) Self-Motivation
2 3 (7.32%) Social Media
3 2 (4.88%) User Experience
Processes & Methodologies
1 34 (82.93%) Data Analysis
2 29 (70.73%) Business Intelligence
3 27 (65.85%) Analytics
3 27 (65.85%) Coaching
4 24 (58.54%) Data Science
4 24 (58.54%) Mathematics
5 23 (56.10%) Statistics
6 21 (51.22%) Data Modelling
6 21 (51.22%) Machine Learning
7 20 (48.78%) Applied Mathematics
7 20 (48.78%) Collaborative Working
7 20 (48.78%) Customer Analytics
7 20 (48.78%) Data Engineering
7 20 (48.78%) Data Strategy
7 20 (48.78%) Data Transformation
7 20 (48.78%) Knowledge Management
7 20 (48.78%) Thought Leadership
8 18 (43.90%) Project Management
9 17 (41.46%) Business Analysis
9 17 (41.46%) Customer Engagement
Programming Languages
1 37 (90.24%) Python
2 32 (78.05%) R
3 26 (63.41%) SQL
4 6 (14.63%) MATLAB
Qualifications
1 27 (65.85%) Degree
2 20 (48.78%) Numerate Degree
Quality Assurance & Compliance
1 1 (2.44%) Data Quality
1 1 (2.44%) QA
Vendors
1 3 (7.32%) Microsoft
2 2 (4.88%) Google