Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 6 months to 7 August 2022 with a comparison to the same period in the previous 2 years.

SPSS
UK > Work from Home
6 months to
7 Aug 2022
Same period 2021 Same period 2020
Rank 851 650 303
Rank change year-on-year -201 -347 +52
Permanent jobs citing SPSS 17 8 1
As % of all permanent jobs with a WFH option 0.022% 0.020% 0.011%
As % of the Applications category 0.30% 0.33% 0.25%
Number of salaries quoted 13 6 1
10th Percentile - £46,625 -
25th Percentile £37,491 £60,750 £45,000
Median annual salary (50th Percentile) £57,500 £63,250 £50,000
Median % change year-on-year -9.09% +26.50% -
75th Percentile £62,500 £129,375 £55,000
90th Percentile £79,750 £150,000 -
UK median annual salary £48,750 £55,000 £37,500
% change year-on-year -11.36% +46.67% -12.79%

SPSS 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 WFH option and a requirement for software application skills.

All Software Application Skills
Work from Home
Permanent vacancies with a requirement for software application skills 5,741 2,405 398
As % of all permanent jobs with a WFH option 7.44% 5.91% 4.51%
Number of salaries quoted 2,872 1,660 305
10th Percentile £27,750 £27,500 £26,250
25th Percentile £34,314 £34,500 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £42,500
Median % change year-on-year +5.56% +5.88% -5.56%
75th Percentile £62,500 £58,750 £53,750
90th Percentile £76,250 £71,250 £71,250
UK median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +10.68%

SPSS
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing SPSS as a proportion of all IT jobs advertised.

SPSS trend for jobs with a WFH option

SPSS
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing SPSS.

SPSS salary trend for jobs with a WFH option

SPSS
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing SPSS over the 6 months to 7 August 2022.

SPSS salary histogram for jobs with a WFH option

For the 6 months to 7 August 2022, SPSS job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for SPSS.

1 16 (94.12%) Visualisation
1 16 (94.12%) Analytics
1 16 (94.12%) Power BI
1 16 (94.12%) Power Platform
2 15 (88.24%) R
3 12 (70.59%) Python
4 11 (64.71%) Business Intelligence
4 11 (64.71%) Analytical Skills
5 10 (58.82%) Data Analytics
5 10 (58.82%) SQL
6 9 (52.94%) Data Analysis
6 9 (52.94%) Machine Learning
7 7 (41.18%) Tableau
7 7 (41.18%) Data Visualisation
8 6 (35.29%) SAS
8 6 (35.29%) Microsoft Excel
9 5 (29.41%) IBM
9 5 (29.41%) Microsoft
9 5 (29.41%) Adobe
9 5 (29.41%) SQL Server
9 5 (29.41%) Agile
9 5 (29.41%) Artificial Intelligence
9 5 (29.41%) Google
9 5 (29.41%) Statistical Analysis
9 5 (29.41%) Statistics
9 5 (29.41%) Hadoop
9 5 (29.41%) Azure
9 5 (29.41%) AWS
9 5 (29.41%) Apache Hive
9 5 (29.41%) NoSQL

SPSS
Co-occurring IT Skills with a WFH Option 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 6 (35.29%) SAS
2 5 (29.41%) Apache Spark
3 1 (5.88%) Apache Airflow
3 1 (5.88%) Luigi
Applications
1 6 (35.29%) Microsoft Excel
2 1 (5.88%) Microsoft Office
2 1 (5.88%) Stata
Cloud Services
1 16 (94.12%) Power Platform
2 5 (29.41%) AWS
2 5 (29.41%) Azure
2 5 (29.41%) GCP
3 4 (23.53%) Cloud Computing
Database & Business Intelligence
1 16 (94.12%) Power BI
2 7 (41.18%) Tableau
3 5 (29.41%) Apache Hive
3 5 (29.41%) Hadoop
3 5 (29.41%) Looker
3 5 (29.41%) NoSQL
3 5 (29.41%) SQL Server
4 4 (23.53%) Amazon QuickSight
4 4 (23.53%) Data Mining
4 4 (23.53%) QlikView
5 2 (11.76%) Data Lake
6 1 (5.88%) Apache Cassandra
6 1 (5.88%) Big Data
6 1 (5.88%) Data Warehouse
6 1 (5.88%) Impala
6 1 (5.88%) MongoDB
Development Applications
1 5 (29.41%) RStudio
2 4 (23.53%) Git (software)
General
1 11 (64.71%) Analytical Skills
2 1 (5.88%) Finance
2 1 (5.88%) Legal
2 1 (5.88%) Social Skills
Job Titles
1 6 (35.29%) Analyst
1 6 (35.29%) Data Analyst
2 4 (23.53%) Data Scientist
3 1 (5.88%) Business Intelligence Lead
3 1 (5.88%) Market Analyst
3 1 (5.88%) Market Research Analyst
3 1 (5.88%) Research Analyst
Libraries, Frameworks & Software Standards
1 4 (23.53%) scikit-learn
1 4 (23.53%) TensorFlow
1 4 (23.53%) Torch
Miscellaneous
1 4 (23.53%) Algorithms
Operating Systems
1 4 (23.53%) Linux
1 4 (23.53%) Windows
Processes & Methodologies
1 16 (94.12%) Analytics
1 16 (94.12%) Visualisation
2 11 (64.71%) Business Intelligence
3 10 (58.82%) Data Analytics
4 9 (52.94%) Data Analysis
4 9 (52.94%) Machine Learning
5 7 (41.18%) Data Visualisation
6 5 (29.41%) Agile
6 5 (29.41%) Artificial Intelligence
6 5 (29.41%) Data Science
6 5 (29.41%) Statistical Analysis
6 5 (29.41%) Statistics
6 5 (29.41%) Time Series Analysis
7 4 (23.53%) A/B Testing
7 4 (23.53%) Actionable Insight
7 4 (23.53%) MLOps
7 4 (23.53%) Post-Campaign Analysis
7 4 (23.53%) Prototyping
7 4 (23.53%) Reinforcement Learning
7 4 (23.53%) Scenario Testing
Programming Languages
1 15 (88.24%) R
2 12 (70.59%) Python
3 10 (58.82%) SQL
4 4 (23.53%) C++
4 4 (23.53%) Julia
4 4 (23.53%) MATLAB
Qualifications
1 4 (23.53%) Degree
Vendors
1 5 (29.41%) Adobe
1 5 (29.41%) Google
1 5 (29.41%) IBM
1 5 (29.41%) Microsoft
1 5 (29.41%) Qualtrics
2 4 (23.53%) MicroStrategy
3 1 (5.88%) Alteryx