Period
to 20 October 2017

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 20 October 2017 with a comparison to the same period in the previous 2 years.

SPSS
England > London
6 months to
20 Oct 2017
Same period 2016 Same period 2015
Rank 617 594 502
Rank change year-on-year -23 -92 +26
Permanent jobs citing SPSS 201 259 474
As % of all permanent IT jobs advertised in London 0.27% 0.34% 0.53%
As % of the Applications category 3.17% 3.79% 5.14%
Number of salaries quoted 142 210 340
London median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - -0.99%
10th Percentile £37,050 £32,000 £31,250
90th Percentile £98,000 £90,000 £82,750
England median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - -

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 6347 6839 9229
As % of all permanent IT jobs advertised in London 8.56% 8.89% 10.35%
Number of salaries quoted 4801 5747 7635
London median annual salary £47,000 £42,500 £42,500
Median salary % change year-on-year +10.59% - +3.66%
10th Percentile £26,000 £25,500 £25,000
90th Percentile £75,000 £73,750 £72,500
England median annual salary £37,500 £37,500 £37,500

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 20 October 2017.

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 20 October 2017. 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 +20 20 £55,000 +15.79% 2
West London -3 13 £40,500 -24.65%
SPSS
England

For the 6 months to 20 October 2017, IT jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for SPSS.

1 163 (81.09%) Analytics
2 162 (80.60%) SAS
3 116 (57.71%) R
4 101 (50.25%) SQL
5 97 (48.26%) Python
6 96 (47.76%) Tableau
7 84 (41.79%) Analytical Skills
8 76 (37.81%) Data Analytics
9 68 (33.83%) Degree
10 66 (32.84%) Business Intelligence
11 65 (32.34%) Microsoft Excel
11 65 (32.34%) Visualisation
12 62 (30.85%) Hadoop
12 62 (30.85%) Big Data
13 57 (28.36%) Statistics
14 51 (25.37%) Spotfire
15 50 (24.88%) QlikView
15 50 (24.88%) Marketing
16 44 (21.89%) ETL
17 42 (20.90%) Finance
18 41 (20.40%) Google
19 40 (19.90%) Data Analysis
20 38 (18.91%) Data Visualisation
20 38 (18.91%) NoSQL
21 36 (17.91%) Google Analytics
21 36 (17.91%) Mathematics
21 36 (17.91%) Data Mining
22 34 (16.92%) Statistical Analysis
23 33 (16.42%) Machine Learning
24 32 (15.92%) Data Quality

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
1 162 (80.60%) SAS
2 16 (7.96%) Apache
3 15 (7.46%) Apache Spark
4 14 (6.97%) Apache Pig
5 2 (1.00%) JBoss
5 2 (1.00%) Tomcat
5 2 (1.00%) WebLogic
5 2 (1.00%) WebSphere
Applications
1 65 (32.34%) Microsoft Excel
2 17 (8.46%) Microsoft PowerPoint
3 15 (7.46%) Microsoft Office
4 7 (3.48%) SPSS Modeler
5 5 (2.49%) EViews
6 4 (1.99%) Stata
7 1 (0.50%) Mathematica
7 1 (0.50%) Vensim
Business Applications
1 15 (7.46%) SAP InfiniteInsight
2 11 (5.47%) SAP ERP
3 7 (3.48%) Adobe Campaign
3 7 (3.48%) Dynamics CRM
4 2 (1.00%) FastStats
4 2 (1.00%) Unica
Cloud Services
1 36 (17.91%) Google Analytics
2 17 (8.46%) Amazon AWS
2 17 (8.46%) Cloud Computing
3 15 (7.46%) Adobe Analytics
4 14 (6.97%) Microsoft Azure
5 7 (3.48%) Google Cloud Platform
6 6 (2.99%) Amazon EC2
6 6 (2.99%) Amazon EMR
7 5 (2.49%) Amazon Kinesis
8 3 (1.49%) Azure Machine Learning
9 1 (0.50%) Data Lake Analytics
9 1 (0.50%) SaaS
Communications & Networking
1 3 (1.49%) Internet
2 2 (1.00%) HTTP
2 2 (1.00%) LDAP
2 2 (1.00%) SSL
Database & Business Intelligence
1 62 (30.85%) Big Data
1 62 (30.85%) Hadoop
2 51 (25.37%) Spotfire
3 50 (24.88%) QlikView
4 38 (18.91%) NoSQL
5 36 (17.91%) Data Mining
6 28 (13.93%) Relational Database
7 22 (10.95%) Power BI
8 21 (10.45%) Apache Hive
9 19 (9.45%) Data Warehouse
10 18 (8.96%) Apache Cassandra
11 16 (7.96%) Pentaho
12 14 (6.97%) RDBMS
12 14 (6.97%) SQL Server
13 11 (5.47%) MongoDB
13 11 (5.47%) SQL Server Reporting Services
14 10 (4.98%) Sqoop
15 9 (4.48%) SAS EBI
16 8 (3.98%) Amazon Redshift
17 7 (3.48%) BigQuery
Development Applications
1 7 (3.48%) Toad
2 5 (2.49%) Talend Open Studio
3 2 (1.00%) Maven
4 1 (0.50%) Git (software)
General
1 50 (24.88%) Marketing
2 42 (20.90%) Finance
3 27 (13.43%) Retail
4 15 (7.46%) German Language
5 12 (5.97%) Advertising
5 12 (5.97%) Banking
6 10 (4.98%) Aerospace
7 4 (1.99%) French Language
7 4 (1.99%) Legal
8 3 (1.49%) Manufacturing
8 3 (1.49%) Telecoms
9 2 (1.00%) Electronics
10 1 (0.50%) Automotive
10 1 (0.50%) Games
10 1 (0.50%) Investment Banking
10 1 (0.50%) Law
10 1 (0.50%) Pharmaceutical
10 1 (0.50%) Retail Banking
Job Titles
1 60 (29.85%) Analyst
2 34 (16.92%) Analytics Manager
3 33 (16.42%) Data Analytics Manager
4 26 (12.94%) Data Analyst
5 23 (11.44%) Data Manager
5 23 (11.44%) Data Scientist
6 19 (9.45%) Consultant
7 17 (8.46%) Insight Analyst
8 15 (7.46%) Senior Analyst
9 13 (6.47%) Analytics Consultant
10 11 (5.47%) Marketing Analyst
10 11 (5.47%) User Experience Researcher
11 9 (4.48%) Senior Insight Analyst
12 8 (3.98%) ERP Manager
13 7 (3.48%) Customer Analyst
13 7 (3.48%) Data Analytics Consultant
13 7 (3.48%) Data Consultant
13 7 (3.48%) Data Insight Analyst
13 7 (3.48%) Insight Data Analyst
13 7 (3.48%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (8.96%) HTML
2 12 (5.97%) Web Services
3 7 (3.48%) Natural Language Processing
4 5 (2.49%) AngularJS
4 5 (2.49%) CSS
4 5 (2.49%) D3.js
4 5 (2.49%) HTML5
4 5 (2.49%) React
5 4 (1.99%) Kafka
5 4 (1.99%) Pandas
6 2 (1.00%) GraphX
6 2 (1.00%) JSP
6 2 (1.00%) MDX
6 2 (1.00%) MLlib
6 2 (1.00%) NumPy
6 2 (1.00%) scikit-learn
6 2 (1.00%) Spring
6 2 (1.00%) Spring Security
6 2 (1.00%) XML
6 2 (1.00%) XSLT
Miscellaneous
1 84 (41.79%) Analytical Skills
2 22 (10.95%) Computer Science
3 18 (8.96%) User Experience
4 13 (6.47%) Algorithms
5 8 (3.98%) Fintech
5 8 (3.98%) Social Network
6 7 (3.48%) Management Information System
7 6 (2.99%) Social Media
8 5 (2.49%) FMCG
9 4 (1.99%) Credit Risk
9 4 (1.99%) Digital Media
10 2 (1.00%) Online Gambling
11 1 (0.50%) Linked Data
11 1 (0.50%) Robotics
11 1 (0.50%) Smartphone
Operating Systems
1 17 (8.46%) Linux
2 2 (1.00%) Solaris
2 2 (1.00%) Windows
Processes & Methodologies
1 163 (81.09%) Analytics
2 76 (37.81%) Data Analytics
3 66 (32.84%) Business Intelligence
4 65 (32.34%) Visualisation
5 57 (28.36%) Statistics
6 44 (21.89%) ETL
7 40 (19.90%) Data Analysis
8 38 (18.91%) Data Visualisation
9 36 (17.91%) Mathematics
10 34 (16.92%) Statistical Analysis
11 33 (16.42%) Machine Learning
12 30 (14.93%) Agile Software Development
13 28 (13.93%) Actionable Insight
13 28 (13.93%) CRM
13 28 (13.93%) Data Governance
14 25 (12.44%) Data Management
14 25 (12.44%) Open Source
15 23 (11.44%) Stakeholder Management
16 22 (10.95%) Data Modelling
17 20 (9.95%) Web Analytics
Programming Languages
1 116 (57.71%) R
2 101 (50.25%) SQL
3 97 (48.26%) Python
4 30 (14.93%) Java
5 27 (13.43%) VBA
6 22 (10.95%) MATLAB
7 18 (8.96%) JavaScript
8 15 (7.46%) PHP
9 11 (5.47%) C++
10 9 (4.48%) Perl
11 8 (3.98%) Scala
12 6 (2.99%) C
12 6 (2.99%) VB
13 3 (1.49%) C#
13 3 (1.49%) Fortran
14 1 (0.50%) Clojure
14 1 (0.50%) Julia
14 1 (0.50%) T-SQL
Qualifications
1 68 (33.83%) Degree
2 20 (9.95%) Master's Degree
3 15 (7.46%) Numerate Degree
3 15 (7.46%) Security Cleared
4 13 (6.47%) SC Cleared
5 9 (4.48%) PhD
6 6 (2.99%) Postgraduate
7 4 (1.99%) DV Cleared
8 3 (1.49%) Computer Science Degree
9 2 (1.00%) CTC Cleared
10 1 (0.50%) AAT
10 1 (0.50%) ACCA
10 1 (0.50%) CIMA
Quality Assurance & Compliance
1 32 (15.92%) Data Quality
2 8 (3.98%) Actionable Recommendations
3 7 (3.48%) CRD IV
3 7 (3.48%) EMIR
3 7 (3.48%) MiFID
3 7 (3.48%) QA
System Software
1 6 (2.99%) Apache Flume
2 2 (1.00%) Active Directory
Systems Management
1 5 (2.49%) Opscode Chef
2 1 (0.50%) Hadoop YARN
2 1 (0.50%) Puppet
Vendors
1 96 (47.76%) Tableau
2 41 (20.40%) Google
3 30 (14.93%) Oracle
4 23 (11.44%) Cloudera
5 21 (10.45%) Microsoft
6 20 (9.95%) Adobe
7 19 (9.45%) Teradata
8 18 (8.96%) Netezza
9 17 (8.46%) SAP
10 14 (6.97%) Hortonworks
11 13 (6.47%) MapR
12 10 (4.98%) Facebook
12 10 (4.98%) Twitter
13 8 (3.98%) IBM
14 7 (3.48%) Cognos
15 6 (2.99%) Alteryx
15 6 (2.99%) Minitab
16 5 (2.49%) Informatica
16 5 (2.49%) Omniture
16 5 (2.49%) Talend