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

The following table provides summary statistics for permanent job vacancies advertised in London 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 23 May 2022 with a comparison to the same period in the previous 2 years.

SPSS
England > London
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 797 576 591
Rank change year-on-year -221 +15 +82
Permanent jobs citing SPSS 77 34 47
As % of all permanent jobs advertised in London 0.11% 0.099% 0.12%
As % of the Applications category 1.43% 1.55% 1.71%
Number of salaries quoted 33 9 35
10th Percentile £37,491 £47,000 £31,250
25th Percentile £40,000 £52,500 £36,250
Median annual salary (50th Percentile) £45,000 £61,500 £45,000
Median % change year-on-year -26.83% +36.67% +4.05%
75th Percentile £60,000 £62,250 £58,750
90th Percentile £72,000 £96,000 £72,500
England median annual salary £45,000 £55,000 £42,500
% change year-on-year -18.18% +29.41% -

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 London with a requirement for software application skills.

All Software Application Skills
London
Permanent vacancies with a requirement for software application skills 5,379 2,198 2,756
As % of all permanent IT jobs advertised in London 7.65% 6.39% 7.11%
Number of salaries quoted 2,616 1,508 2,218
10th Percentile £29,750 £30,500 £27,000
25th Percentile £37,500 £40,000 £35,063
Median annual salary (50th Percentile) £54,362 £52,500 £50,000
Median % change year-on-year +3.55% +5.00% +5.26%
75th Percentile £70,000 £67,500 £65,000
90th Percentile £85,000 £85,000 £80,000
England median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +6.25%

SPSS
Job Vacancy Trend in London

Job postings citing SPSS as a proportion of all IT jobs advertised in London.

Job vacancy trend for SPSS in London

SPSS
Salary Trend in London

3-month moving average salary quoted in jobs citing SPSS in London.

Salary trend for SPSS in London

SPSS
Salary Histogram in London

Salary distribution for jobs citing SPSS in London over the 6 months to 23 May 2022.

Salary histogram for SPSS in London

SPSS
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the London region over the 6 months to 23 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
Central London -25 4 £38,750 -36.99% 1
East London - 1 - - 1
SPSS
England

For the 6 months to 23 May 2022, 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 London region with a requirement for SPSS.

1 59 (76.62%) Analytics
2 47 (61.04%) SQL
3 38 (49.35%) Data Analytics
4 35 (45.45%) Data Analysis
5 33 (42.86%) Mathematics
6 32 (41.56%) Power BI
6 32 (41.56%) Power Platform
7 31 (40.26%) SAS
8 30 (38.96%) Analytical Skills
8 30 (38.96%) Computer Science
9 29 (37.66%) Python
10 27 (35.06%) ETL
10 27 (35.06%) Business Intelligence
10 27 (35.06%) Tableau
10 27 (35.06%) R
11 26 (33.77%) Statistics
12 23 (29.87%) Economics
13 22 (28.57%) Google
14 21 (27.27%) Google Analytics
15 19 (24.68%) Data Modelling
15 19 (24.68%) Data Mining
16 18 (23.38%) XML
16 18 (23.38%) JavaScript
16 18 (23.38%) BusinessObjects
16 18 (23.38%) Information Management
17 16 (20.78%) Alteryx
17 16 (20.78%) Social Skills
18 15 (19.48%) Agile
18 15 (19.48%) Finance
18 15 (19.48%) Advertising

SPSS
Co-occurring IT Skills in London 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 31 (40.26%) SAS
2 1 (1.30%) Kinematics
Applications
1 14 (18.18%) Stata
2 13 (16.88%) Microsoft Excel
3 2 (2.60%) EViews
3 2 (2.60%) Microsoft Office
4 1 (1.30%) Microsoft PowerPoint
4 1 (1.30%) SPSS Modeler
Cloud Services
1 32 (41.56%) Power Platform
2 21 (27.27%) Google Analytics
3 12 (15.58%) Snowflake
4 2 (2.60%) AWS
Database & Business Intelligence
1 32 (41.56%) Power BI
2 27 (35.06%) Tableau
3 19 (24.68%) Data Mining
4 18 (23.38%) BusinessObjects
5 7 (9.09%) SQL Server
6 6 (7.79%) MySQL
7 4 (5.19%) GIS
8 3 (3.90%) Data Warehouse
9 2 (2.60%) NoSQL
9 2 (2.60%) QlikView
10 1 (1.30%) Data Lake
10 1 (1.30%) Looker
10 1 (1.30%) PostgreSQL
10 1 (1.30%) Relational Database
Development Applications
1 5 (6.49%) RStudio
2 1 (1.30%) Git (software)
General
1 30 (38.96%) Analytical Skills
2 16 (20.78%) Social Skills
3 15 (19.48%) Advertising
3 15 (19.48%) Finance
4 6 (7.79%) Presentation Skills
5 4 (5.19%) Marketing
6 3 (3.90%) Publishing
7 2 (2.60%) Retail
8 1 (1.30%) Influencing Skills
8 1 (1.30%) Legal
8 1 (1.30%) Organisational Skills
Job Titles
1 57 (74.03%) Analyst
2 50 (64.94%) Data Analyst
3 30 (38.96%) Senior Analyst
4 29 (37.66%) Senior Data Analyst
5 7 (9.09%) Commercial Analyst
6 5 (6.49%) Digital Analyst
7 4 (5.19%) Data Scientist
7 4 (5.19%) Performance Manager
8 3 (3.90%) Insight Analyst
9 2 (2.60%) Analytics Manager
9 2 (2.60%) Data Analytics Manager
9 2 (2.60%) Data Insight Analyst
9 2 (2.60%) Data Manager
9 2 (2.60%) Insight Data Analyst
9 2 (2.60%) Junior
9 2 (2.60%) Junior Analyst
9 2 (2.60%) Junior Data Analyst
10 1 (1.30%) Business Intelligence Analyst
10 1 (1.30%) Data Analytics Scientist
10 1 (1.30%) Research Analyst
Libraries, Frameworks & Software Standards
1 18 (23.38%) XML
2 9 (11.69%) Pandas
3 1 (1.30%) REST
Miscellaneous
1 12 (15.58%) User Experience
2 3 (3.90%) Greenfield Project
2 3 (3.90%) Self-Motivation
2 3 (3.90%) Social Media
3 2 (2.60%) Credit Risk
4 1 (1.30%) STB
Processes & Methodologies
1 59 (76.62%) Analytics
2 38 (49.35%) Data Analytics
3 35 (45.45%) Data Analysis
4 33 (42.86%) Mathematics
5 30 (38.96%) Computer Science
6 27 (35.06%) Business Intelligence
6 27 (35.06%) ETL
7 26 (33.77%) Statistics
8 23 (29.87%) Economics
9 19 (24.68%) Data Modelling
10 18 (23.38%) Information Management
11 15 (19.48%) Agile
12 13 (16.88%) Actionable Insight
12 13 (16.88%) Collaborative Working
13 12 (15.58%) Campaign Analysis
13 12 (15.58%) Data Strategy
13 12 (15.58%) Post-Campaign Analysis
13 12 (15.58%) Process Improvement
14 10 (12.99%) B2B
14 10 (12.99%) Web Analytics
Programming Languages
1 47 (61.04%) SQL
2 29 (37.66%) Python
3 27 (35.06%) R
4 18 (23.38%) JavaScript
5 5 (6.49%) MATLAB
6 2 (2.60%) C++
Qualifications
1 9 (11.69%) Degree
2 1 (1.30%) PhD
Quality Assurance & Compliance
1 1 (1.30%) Data Quality
1 1 (1.30%) QA
Vendors
1 22 (28.57%) Google
2 16 (20.78%) Alteryx
3 9 (11.69%) Microsoft
4 6 (7.79%) Qualtrics
5 5 (6.49%) Adobe
5 5 (6.49%) IBM
6 2 (2.60%) Informatica
6 2 (2.60%) Lavastorm
6 2 (2.60%) Oracle
6 2 (2.60%) SAP
7 1 (1.30%) Cognos
7 1 (1.30%) Facebook
7 1 (1.30%) Salesforce.com