Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with 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 21 August 2018 with a comparison to the same period in the previous 2 years.

SPSS
England > South East
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 515 529 571
Rank change year-on-year +14 +42 -39
Permanent jobs citing SPSS 18 6 38
As % of all permanent IT jobs advertised in the South East 0.061% 0.021% 0.10%
As % of the Applications category 0.65% 0.21% 1.07%
Number of salaries quoted 13 6 21
South East median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -11.11%
10th Percentile £29,400 £28,500 £28,500
90th Percentile £56,200 £85,000 £62,500
England median annual salary £45,000 £47,750 £50,000
% change year-on-year -5.76% -4.50% +5.26%

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 advertised in the South East with a requirement for software application skills.

All Software Application Skills
South East
Permanent vacancies with a requirement for software application skills 2,790 2,910 3,556
As % of all permanent IT jobs advertised in the South East 9.41% 9.99% 9.64%
Number of salaries quoted 2,163 2,321 2,881
South East median annual salary £37,500 £35,000 £35,000
Median salary % change year-on-year +7.14% - -
10th Percentile £21,000 £21,250 £21,113
90th Percentile £60,000 £57,500 £58,750
England median annual salary £38,500 £37,500 £37,500
% change year-on-year +2.67% - -

SPSS
Job Vacancy Trend in the South East

Job postings citing SPSS as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for SPSS in the South East

SPSS
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS in the South East.

Salary trend for SPSS in the South East

SPSS
Salary Histogram in the South East

The salary distribution of IT jobs citing SPSS in the South East over the 6 months to 21 August 2018.

Salary histogram for SPSS in the South East

SPSS
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the South East region over the 6 months to 21 August 2018. 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
Job
Vacancies
Thames Valley +5 9 £40,000 +6.67% 3
Berkshire +7 6 £36,250 -40.82% 3
Hampshire -13 5 £42,500 -50.00%
Buckinghamshire +6 3 £44,000 +51.72%
Surrey +18 2 £28,000 -41.05%
Kent - 1 £65,000 -
SPSS
England

For the 6 months to 21 August 2018, IT jobs citing SPSS 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 across the South East region with a requirement for SPSS.

1 13 (72.22%) SQL
2 12 (66.67%) R
3 9 (50.00%) Degree
4 8 (44.44%) Mathematics
4 8 (44.44%) Microsoft Excel
5 7 (38.89%) SAS
5 7 (38.89%) Python
5 7 (38.89%) Machine Learning
5 7 (38.89%) Data Analysis
5 7 (38.89%) Statistical Analysis
5 7 (38.89%) Statistics
5 7 (38.89%) Analytical Skills
6 6 (33.33%) Actionable Insight
6 6 (33.33%) VBA
7 5 (27.78%) Marketing
7 5 (27.78%) Numerate Degree
7 5 (27.78%) Data Science
8 4 (22.22%) Personalization
8 4 (22.22%) Statistical Learning
8 4 (22.22%) Algorithms
8 4 (22.22%) Analytics
8 4 (22.22%) Customer Segmentation
8 4 (22.22%) Big Data
8 4 (22.22%) CRM
8 4 (22.22%) Retail
8 4 (22.22%) Data Management
8 4 (22.22%) E-Commerce
8 4 (22.22%) ETL
8 4 (22.22%) MATLAB
9 3 (16.67%) SMS

SPSS
Co-occurring IT Skills in the South East 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 7 (38.89%) SAS
Applications
1 8 (44.44%) Microsoft Excel
2 1 (5.56%) Microsoft Office
2 1 (5.56%) Microsoft PowerPoint
Communications & Networking
1 3 (16.67%) SMS
Database & Business Intelligence
1 4 (22.22%) Big Data
2 2 (11.11%) Power BI
3 1 (5.56%) Amazon QuickSight
3 1 (5.56%) Geospatial Data
3 1 (5.56%) GIS
3 1 (5.56%) Hadoop
3 1 (5.56%) KNIME
3 1 (5.56%) NoSQL
3 1 (5.56%) SAS Enterprise Guide
3 1 (5.56%) SQL Server Integration Services
3 1 (5.56%) SQL Server Reporting Services
General
1 5 (27.78%) Marketing
2 4 (22.22%) Retail
3 1 (5.56%) Finance
Job Titles
1 11 (61.11%) Analyst
2 9 (50.00%) Data Analyst
3 6 (33.33%) SPSS Analyst
3 6 (33.33%) SPSS Data Analyst
3 6 (33.33%) SQL Analyst
3 6 (33.33%) SQL Data Analyst
4 4 (22.22%) Data Scientist
5 3 (16.67%) Data Manager
6 2 (11.11%) Excel Analyst
6 2 (11.11%) Graduate
6 2 (11.11%) Graduate Analyst
7 1 (5.56%) Data Modeller
7 1 (5.56%) Graduate Pricing Analyst
7 1 (5.56%) Junior
7 1 (5.56%) Junior Data Scientist
7 1 (5.56%) Pricing Analyst
7 1 (5.56%) Statistical Modeller
7 1 (5.56%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (5.56%) Natural Language Processing
Miscellaneous
1 7 (38.89%) Analytical Skills
2 4 (22.22%) Algorithms
3 1 (5.56%) Computer Science
3 1 (5.56%) Driving Licence
3 1 (5.56%) Greenfield Project
Operating Systems
1 1 (5.56%) Windows
Processes & Methodologies
1 8 (44.44%) Mathematics
2 7 (38.89%) Data Analysis
2 7 (38.89%) Machine Learning
2 7 (38.89%) Statistical Analysis
2 7 (38.89%) Statistics
3 6 (33.33%) Actionable Insight
4 5 (27.78%) Data Science
5 4 (22.22%) Analytics
5 4 (22.22%) CRM
5 4 (22.22%) Customer Segmentation
5 4 (22.22%) Data Management
5 4 (22.22%) E-Commerce
5 4 (22.22%) ETL
5 4 (22.22%) Personalization
5 4 (22.22%) Statistical Learning
6 2 (11.11%) Business Intelligence
6 2 (11.11%) Data Visualisation
6 2 (11.11%) Economics
6 2 (11.11%) Predictive Analytics
6 2 (11.11%) Quantitative Analysis
Programming Languages
1 13 (72.22%) SQL
2 12 (66.67%) R
3 7 (38.89%) Python
4 6 (33.33%) VBA
5 4 (22.22%) MATLAB
6 1 (5.56%) C
6 1 (5.56%) C++
6 1 (5.56%) Java
6 1 (5.56%) VB
Qualifications
1 9 (50.00%) Degree
2 5 (27.78%) Numerate Degree
3 1 (5.56%) PhD
3 1 (5.56%) Postgraduate
3 1 (5.56%) SC Cleared
3 1 (5.56%) Security Cleared
Vendors
1 2 (11.11%) Microsoft
1 2 (11.11%) Minitab
2 1 (5.56%) Capita
2 1 (5.56%) Cognos
2 1 (5.56%) SIMUL8
2 1 (5.56%) Tableau
2 1 (5.56%) Teradata