Period
to 16 February 2020

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 16 February 2020 with a comparison to the same period in the previous 2 years.

SPSS
England > London
6 months to
16 Feb 2020
Same period 2019 Same period 2018
Rank 632 701 655
Rank change year-on-year +69 -46 -31
Permanent jobs citing SPSS 73 85 171
As % of all permanent IT jobs advertised in London 0.15% 0.14% 0.24%
As % of the Applications category 1.90% 1.60% 2.93%
Number of salaries quoted 59 57 116
London median annual salary £46,000 £47,500 £60,000
Median salary % change year-on-year -3.16% -20.83% +11.11%
10th Percentile £29,750 £31,900 £35,000
90th Percentile £83,250 £84,000 £92,500
England median annual salary £43,750 £45,000 £46,000
% change year-on-year -2.78% -2.17% +2.22%

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 3,837 5,322 5,840
As % of all permanent IT jobs advertised in London 7.63% 8.51% 8.34%
Number of salaries quoted 3,126 4,279 4,732
London median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +5.88%
10th Percentile £26,000 £26,500 £26,250
90th Percentile £75,000 £77,100 £71,475
England median annual salary £40,000 £40,000 £37,500
% change year-on-year - +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 16 February 2020.

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 16 February 2020. 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 +41 11 £45,000 +1.12% 3
North London - 2 £55,000 -
West London +13 1 £50,000 -0.99% 1
SPSS
England

For the 6 months to 16 February 2020, 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 50 (68.49%) Analytics
2 48 (65.75%) SQL
3 44 (60.27%) Python
4 35 (47.95%) R
5 32 (43.84%) Analytical Skills
5 32 (43.84%) SAS
6 30 (41.10%) Business Intelligence
7 26 (35.62%) Data Analysis
8 25 (34.25%) Tableau
8 25 (34.25%) Visualisation
8 25 (34.25%) Machine Learning
9 24 (32.88%) Statistical Modelling
9 24 (32.88%) Degree
10 23 (31.51%) Data Science
11 20 (27.40%) Decision-Making
12 19 (26.03%) Finance
13 18 (24.66%) Data Modelling
14 17 (23.29%) Natural Language Processing
15 16 (21.92%) Microsoft Excel
15 16 (21.92%) Stakeholder Management
16 15 (20.55%) Data Visualisation
17 14 (19.18%) ETL
18 13 (17.81%) Statistics
18 13 (17.81%) Power Platform
18 13 (17.81%) Power BI
19 12 (16.44%) Big Data
19 12 (16.44%) Marketing
20 11 (15.07%) Mathematics
20 11 (15.07%) Agile Software Development
21 10 (13.70%) Data Management

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 32 (43.84%) SAS
2 7 (9.59%) Apache Spark
3 6 (8.22%) ArcGIS
4 2 (2.74%) Apache
5 1 (1.37%) WebSphere
5 1 (1.37%) WebSphere Application Server
Applications
1 16 (21.92%) Microsoft Excel
2 3 (4.11%) Microsoft Office
2 3 (4.11%) Spreadsheet
2 3 (4.11%) Stata
3 2 (2.74%) SPSS Modeler
Business Applications
1 10 (13.70%) FastStats
2 5 (6.85%) Dynamics CRM
3 3 (4.11%) Cognos Business Intelligence
4 2 (2.74%) Cognos TM1
4 2 (2.74%) SAP ERP
4 2 (2.74%) SAP InfiniteInsight
Cloud Services
1 13 (17.81%) Power Platform
2 7 (9.59%) AWS
3 2 (2.74%) Azure
3 2 (2.74%) Google Analytics
4 1 (1.37%) GCP
Database & Business Intelligence
1 13 (17.81%) Power BI
2 12 (16.44%) Big Data
3 10 (13.70%) Hadoop
4 6 (8.22%) QlikView
5 5 (6.85%) Neo4j
6 4 (5.48%) SQL Server
7 3 (4.11%) Apache Hive
7 3 (4.11%) BusinessObjects
7 3 (4.11%) OLAP
7 3 (4.11%) Oracle OLAP
7 3 (4.11%) Oracle Reports
7 3 (4.11%) SQL Server Reporting Services
8 2 (2.74%) Amazon Redshift
8 2 (2.74%) Microsoft Power View
8 2 (2.74%) MS Access
8 2 (2.74%) NoSQL
8 2 (2.74%) PostgreSQL
8 2 (2.74%) PowerPivot
8 2 (2.74%) Relational Database
8 2 (2.74%) Spotfire
General
1 19 (26.03%) Finance
2 12 (16.44%) Marketing
3 8 (10.96%) Legal
4 5 (6.85%) Banking
5 3 (4.11%) Law
5 3 (4.11%) Social Science
6 2 (2.74%) Games
6 2 (2.74%) Public Sector
7 1 (1.37%) Retail
Job Titles
1 26 (35.62%) Analyst
2 12 (16.44%) Analytics Manager
3 10 (13.70%) Consultant
4 9 (12.33%) Data Analyst
5 7 (9.59%) Data Consultant
5 7 (9.59%) Data Scientist
5 7 (9.59%) Insight Analyst
6 6 (8.22%) Data Science Consultant
6 6 (8.22%) Management Consultant
7 5 (6.85%) Business Intelligence Analyst
7 5 (6.85%) Credit Risk Manager
7 5 (6.85%) Data Science Manager
7 5 (6.85%) Forensic Manager
7 5 (6.85%) Risk Manager
8 4 (5.48%) Developer
8 4 (5.48%) Tableau Analyst
9 3 (4.11%) Data Manager
9 3 (4.11%) Product Analyst
9 3 (4.11%) Senior Analyst
9 3 (4.11%) SQL Analyst
Libraries, Frameworks & Software Standards
1 17 (23.29%) Natural Language Processing
2 6 (8.22%) Anaconda
3 5 (6.85%) NetworkX
3 5 (6.85%) Web Services
4 1 (1.37%) D3.js
4 1 (1.37%) HTML
4 1 (1.37%) J2EE
Miscellaneous
1 32 (43.84%) Analytical Skills
2 6 (8.22%) Algorithms
2 6 (8.22%) Augmented Reality
2 6 (8.22%) Linked Data
2 6 (8.22%) Semantic Web
2 6 (8.22%) User Experience
3 5 (6.85%) Credit Risk
4 4 (5.48%) Data Structures
5 2 (2.74%) Data Protection Act
5 2 (2.74%) Management Information System
6 1 (1.37%) Robotics
6 1 (1.37%) Social Network
Processes & Methodologies
1 50 (68.49%) Analytics
2 30 (41.10%) Business Intelligence
3 26 (35.62%) Data Analysis
4 25 (34.25%) Machine Learning
4 25 (34.25%) Visualisation
5 24 (32.88%) Statistical Modelling
6 23 (31.51%) Data Science
7 20 (27.40%) Decision-Making
8 18 (24.66%) Data Modelling
9 16 (21.92%) Stakeholder Management
10 15 (20.55%) Data Visualisation
11 14 (19.18%) ETL
12 13 (17.81%) Statistics
13 11 (15.07%) Agile Software Development
13 11 (15.07%) Mathematics
14 10 (13.70%) Actionable Insight
14 10 (13.70%) CRM
14 10 (13.70%) Data Management
14 10 (13.70%) Recommender Systems
15 9 (12.33%) Data Governance
Programming Languages
1 48 (65.75%) SQL
2 44 (60.27%) Python
3 35 (47.95%) R
4 6 (8.22%) C
4 6 (8.22%) MATLAB
5 5 (6.85%) Scala
6 4 (5.48%) VBA
7 3 (4.11%) PL/SQL
8 2 (2.74%) Java
8 2 (2.74%) VB
9 1 (1.37%) T-SQL
Qualifications
1 24 (32.88%) Degree
2 5 (6.85%) Postgraduate
3 2 (2.74%) PhD
4 1 (1.37%) MCSA
4 1 (1.37%) MCSE
4 1 (1.37%) Microsoft Certification
4 1 (1.37%) Numerate Degree
Quality Assurance & Compliance
1 5 (6.85%) IFRS
1 5 (6.85%) IFRS 9
2 4 (5.48%) Actionable Recommendations
2 4 (5.48%) GDPR
3 1 (1.37%) Data Quality
Vendors
1 25 (34.25%) Tableau
2 10 (13.70%) Oracle
3 8 (10.96%) Microsoft
4 7 (9.59%) IBM
5 4 (5.48%) SAP
6 3 (4.11%) Alterian
6 3 (4.11%) Alteryx
6 3 (4.11%) Cognos
6 3 (4.11%) Google
6 3 (4.11%) Salesforce.com
7 2 (2.74%) Hyperion
8 1 (1.37%) Adobe
8 1 (1.37%) comScore
8 1 (1.37%) Coremetrics
8 1 (1.37%) Hitwise
8 1 (1.37%) Informatica
8 1 (1.37%) Omniture
8 1 (1.37%) Sawtooth Software
8 1 (1.37%) Snowplow
8 1 (1.37%) Spotify