Period
to 9 December 2019

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 9 December 2019 with a comparison to the same period in the previous 2 years.

SPSS
England > London
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 652 676 650
Rank change year-on-year +24 -26 -16
Permanent jobs citing SPSS 78 119 209
As % of all permanent IT jobs advertised in London 0.14% 0.18% 0.28%
As % of the Applications category 1.83% 2.08% 3.30%
Number of salaries quoted 68 89 146
London median annual salary £49,500 £50,500 £62,500
Median salary % change year-on-year -1.98% -19.20% +21.95%
10th Percentile £25,200 £36,250 £37,250
90th Percentile £84,675 £90,750 £101,500
England median annual salary £46,750 £50,000 £45,750
% change year-on-year -6.50% +9.29% -8.50%

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 4,262 5,731 6,324
As % of all permanent IT jobs advertised in London 7.91% 8.67% 8.56%
Number of salaries quoted 3,473 4,652 4,843
London median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +5.88%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £75,000 £75,000 £75,000
England median annual salary £38,500 £40,000 £37,500
% change year-on-year -3.75% +6.67% -

SPSS
Job Vacancy Trend in London

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

Job vacancy trend for SPSS in London

SPSS
Salary Trend in London

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

Salary trend for SPSS in London

SPSS
Salary Histogram in London

The salary distribution of IT jobs citing SPSS in London over the 6 months to 9 December 2019.

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 9 December 2019. 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
Central London +36 13 £40,000 -23.08% 1
West London +6 3 £50,000 -7.41%
North London - 2 £55,000 -
SPSS
England

For the 6 months to 9 December 2019, 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 47 (60.26%) SQL
2 46 (58.97%) Analytics
3 44 (56.41%) Python
4 43 (55.13%) SAS
5 40 (51.28%) R
6 37 (47.44%) Analytical Skills
7 31 (39.74%) Degree
8 24 (30.77%) Visualisation
9 23 (29.49%) Tableau
10 22 (28.21%) Statistical Modelling
10 22 (28.21%) Business Intelligence
11 21 (26.92%) Power BI
11 21 (26.92%) Power Platform
12 19 (24.36%) Decision-Making
13 18 (23.08%) Data Science
13 18 (23.08%) Machine Learning
13 18 (23.08%) Finance
14 17 (21.79%) Microsoft Excel
15 16 (20.51%) Recommender Systems
16 15 (19.23%) Natural Language Processing
16 15 (19.23%) Data Visualisation
17 13 (16.67%) Data Modelling
18 12 (15.38%) Workflow
18 12 (15.38%) Data Analysis
18 12 (15.38%) Anomaly Detection
18 12 (15.38%) Dimensionality Reduction
19 11 (14.10%) Problem-Solving
19 11 (14.10%) Mathematics
19 11 (14.10%) Microsoft
20 10 (12.82%) IBM

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 43 (55.13%) SAS
2 2 (2.56%) Apache
2 2 (2.56%) Apache Spark
2 2 (2.56%) WebSphere
2 2 (2.56%) WebSphere Application Server
3 1 (1.28%) Apache Pig
3 1 (1.28%) ArcGIS
Applications
1 17 (21.79%) Microsoft Excel
2 5 (6.41%) Stata
3 4 (5.13%) Microsoft Office
4 3 (3.85%) Spreadsheet
5 2 (2.56%) SPSS Modeler
6 1 (1.28%) EViews
6 1 (1.28%) Mathematica
Business Applications
1 7 (8.97%) FastStats
2 5 (6.41%) Dynamics CRM
3 3 (3.85%) Cognos Business Intelligence
4 2 (2.56%) Cognos TM1
Cloud Services
1 21 (26.92%) Power Platform
2 4 (5.13%) Azure
3 3 (3.85%) GCP
4 2 (2.56%) AWS
5 1 (1.28%) Google Analytics
Database & Business Intelligence
1 21 (26.92%) Power BI
2 8 (10.26%) QlikView
3 5 (6.41%) Big Data
4 4 (5.13%) Hadoop
5 3 (3.85%) OLAP
5 3 (3.85%) Oracle OLAP
5 3 (3.85%) Oracle Reports
6 2 (2.56%) Amazon Redshift
6 2 (2.56%) Apache Hive
6 2 (2.56%) Data Mining
6 2 (2.56%) Data Warehouse
6 2 (2.56%) IBM InfoSphere
6 2 (2.56%) Mahout
6 2 (2.56%) Neo4j
6 2 (2.56%) PostgreSQL
6 2 (2.56%) SQL Server
6 2 (2.56%) SQL Server Integration Services
7 1 (1.28%) Cognos Transformer
7 1 (1.28%) Impala
7 1 (1.28%) Relational Database
General
1 18 (23.08%) Finance
2 8 (10.26%) Marketing
2 8 (10.26%) Retail
3 7 (8.97%) Banking
3 7 (8.97%) Local Government
3 7 (8.97%) Pharmaceutical
4 4 (5.13%) Social Science
5 3 (3.85%) Law
5 3 (3.85%) Legal
6 2 (2.56%) Games
Job Titles
1 29 (37.18%) Analyst
2 13 (16.67%) Consultant
3 11 (14.10%) Data Analyst
3 11 (14.10%) Data Consultant
4 10 (12.82%) Data Science Consultant
5 9 (11.54%) Management Consultant
6 7 (8.97%) Applications Support
6 7 (8.97%) Applications Support Analyst
6 7 (8.97%) Software Analyst
6 7 (8.97%) Software Support Analyst
6 7 (8.97%) Support Analyst
7 6 (7.69%) Analytics Manager
8 5 (6.41%) Credit Risk Manager
8 5 (6.41%) Risk Manager
9 4 (5.13%) Architect
9 4 (5.13%) Data Scientist
9 4 (5.13%) Developer
9 4 (5.13%) Insight Analyst
9 4 (5.13%) Junior
10 3 (3.85%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 15 (19.23%) Natural Language Processing
2 2 (2.56%) J2EE
2 2 (2.56%) MLlib
3 1 (1.28%) Anaconda
3 1 (1.28%) CSS
3 1 (1.28%) D3.js
3 1 (1.28%) XML
Miscellaneous
1 37 (47.44%) Analytical Skills
2 7 (8.97%) NHS
3 5 (6.41%) Credit Risk
4 3 (3.85%) Linked Data
4 3 (3.85%) Management Information System
4 3 (3.85%) Robotics
5 2 (2.56%) Algorithms
5 2 (2.56%) Social Network
6 1 (1.28%) Augmented Reality
6 1 (1.28%) Data Protection Act
6 1 (1.28%) Semantic Web
6 1 (1.28%) User Experience
Processes & Methodologies
1 46 (58.97%) Analytics
2 24 (30.77%) Visualisation
3 22 (28.21%) Business Intelligence
3 22 (28.21%) Statistical Modelling
4 19 (24.36%) Decision-Making
5 18 (23.08%) Data Science
5 18 (23.08%) Machine Learning
6 16 (20.51%) Recommender Systems
7 15 (19.23%) Data Visualisation
8 13 (16.67%) Data Modelling
9 12 (15.38%) Anomaly Detection
9 12 (15.38%) Data Analysis
9 12 (15.38%) Dimensionality Reduction
9 12 (15.38%) Workflow
10 11 (14.10%) Mathematics
10 11 (14.10%) Problem-Solving
11 10 (12.82%) Actionable Insight
11 10 (12.82%) Agile Software Development
11 10 (12.82%) CRM
12 9 (11.54%) Statistics
Programming Languages
1 47 (60.26%) SQL
2 44 (56.41%) Python
3 40 (51.28%) R
4 9 (11.54%) MATLAB
5 3 (3.85%) Java
5 3 (3.85%) PL/SQL
6 2 (2.56%) SPARQL
6 2 (2.56%) VB
7 1 (1.28%) C
7 1 (1.28%) C++
7 1 (1.28%) JavaScript
7 1 (1.28%) Ruby
7 1 (1.28%) T-SQL
7 1 (1.28%) VBA
Qualifications
1 31 (39.74%) Degree
2 7 (8.97%) DBS Check
3 3 (3.85%) PhD
4 2 (2.56%) Numerate Degree
5 1 (1.28%) MCSA
5 1 (1.28%) MCSE
5 1 (1.28%) Microsoft Certification
Quality Assurance & Compliance
1 5 (6.41%) IFRS
1 5 (6.41%) IFRS 9
2 3 (3.85%) Data Quality
2 3 (3.85%) GDPR
3 1 (1.28%) Actionable Recommendations
Vendors
1 23 (29.49%) Tableau
2 11 (14.10%) Microsoft
3 10 (12.82%) IBM
4 6 (7.69%) Oracle
5 3 (3.85%) Cognos
5 3 (3.85%) Informatica
5 3 (3.85%) Salesforce.com
6 2 (2.56%) Alteryx
6 2 (2.56%) Blue Prism
6 2 (2.56%) Google
6 2 (2.56%) Hyperion
6 2 (2.56%) SAP
6 2 (2.56%) UiPath
7 1 (1.28%) Ab Initio
7 1 (1.28%) Adobe
7 1 (1.28%) Alterian
7 1 (1.28%) comScore
7 1 (1.28%) Hitwise
7 1 (1.28%) RapidMiner
7 1 (1.28%) Snowplow