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 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

SPSS
England / London
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 498 502 395
Rank change year-on-year +4 -107  
Permanent jobs citing SPSS 114 142 305
As % of all permanent IT jobs advertised in London 0.31% 0.35% 0.69%
As % of the Applications category 3.67% 3.83% 6.82%
Number of salaries quoted 76 113 210
Median salary £55,000 £51,250 £50,000
Median salary % change year-on-year +7.31% +2.50%  
90% offered a salary of more than £38,000 £32,500 £35,000
10% offered a salary of more than £75,000 £88,500 £90,000
UK excluding London median salary £41,250 £50,000 £44,500
% change year-on-year -17.50% +12.35%  

SPSS is in the software application skills category. The next 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.

Software Application Skills
London
Permanent job vacancies with a requirement for software application skills 3108 3707 4471
As % of all permanent IT job vacancies advertised in London 8.48% 9.26% 10.10%
Number of salaries quoted 2443 3097 3651
Median salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.55%  
90% offered a salary of more than £28,000 £25,500 £26,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £34,000 £33,000 £34,000
% change year-on-year +3.03% -2.94%  

SPSS
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

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 3 months to 28 June 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 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +25 5 £52,500 +5.00% 6
Croydon - 4 £52,500 -
West End of London - 3 £55,000 - 4
Canary Wharf - 1 £62,500 -
SPSS
England

For the 6 months to 28 June 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.

1 183 (79.22%) SAS
2 176 (76.19%) Analytics
3 128 (55.41%) R
3 128 (55.41%) SQL
4 120 (51.95%) Analytical Skills
5 112 (48.48%) Python
6 98 (42.42%) Tableau
7 88 (38.10%) Degree
8 82 (35.50%) Business Intelligence
9 78 (33.77%) Data Analytics
9 78 (33.77%) Big Data
10 69 (29.87%) Microsoft Excel
11 65 (28.14%) Marketing
12 64 (27.71%) Hadoop
13 57 (24.68%) Statistics
14 55 (23.81%) Data Analysis
15 54 (23.38%) Visualisation
15 54 (23.38%) QlikView
16 52 (22.51%) Finance
17 48 (20.78%) Mathematics
18 39 (16.88%) Spotfire
19 37 (16.02%) Microsoft
20 35 (15.15%) Data Visualisation
21 34 (14.72%) Relational Database
21 34 (14.72%) Data Mining
22 33 (14.29%) ETL
22 33 (14.29%) Data Modelling
22 33 (14.29%) Agile Software Development
23 32 (13.85%) CRM
24 30 (12.99%) 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
1 183 (79.22%) SAS
2 20 (8.66%) Apache Spark
3 18 (7.79%) Apache Pig
4 16 (6.93%) Apache
5 2 (0.87%) JBoss
5 2 (0.87%) Tomcat
5 2 (0.87%) WebLogic
5 2 (0.87%) WebSphere
Applications
1 69 (29.87%) Microsoft Excel
2 17 (7.36%) Microsoft PowerPoint
3 16 (6.93%) Microsoft Office
4 8 (3.46%) SPSS Modeler
5 7 (3.03%) EViews
6 4 (1.73%) Stata
7 1 (0.43%) UserZoom
Business Applications
1 20 (8.66%) SAP InfiniteInsight
2 7 (3.03%) Dynamics CRM
3 6 (2.60%) Adobe Campaign
4 3 (1.30%) Unica
5 2 (0.87%) SAP ERP
6 1 (0.43%) FastStats
6 1 (0.43%) WebTrends
Cloud Services
1 27 (11.69%) Google Analytics
2 16 (6.93%) Cloud Computing
3 13 (5.63%) Adobe Analytics
4 7 (3.03%) Amazon AWS
4 7 (3.03%) Microsoft Azure
5 2 (0.87%) Amazon EC2
5 2 (0.87%) Amazon EMR
5 2 (0.87%) Azure Machine Learning
6 1 (0.43%) Cortana Intelligence Suite
6 1 (0.43%) Google Cloud Platform
6 1 (0.43%) Google Tag Manager
6 1 (0.43%) SaaS
6 1 (0.43%) SurveyMonkey
Communications & Networking
1 2 (0.87%) HTTP
1 2 (0.87%) LDAP
1 2 (0.87%) SSL
2 1 (0.43%) Internet
2 1 (0.43%) Intranet
Database & Business Intelligence
1 78 (33.77%) Big Data
2 64 (27.71%) Hadoop
3 54 (23.38%) QlikView
4 39 (16.88%) Spotfire
5 34 (14.72%) Data Mining
5 34 (14.72%) Relational Database
6 29 (12.55%) NoSQL
7 27 (11.69%) Apache Hive
8 21 (9.09%) Power BI
8 21 (9.09%) SQL Server
9 20 (8.66%) RDBMS
10 14 (6.06%) Pentaho
11 12 (5.19%) Data Warehouse
11 12 (5.19%) MongoDB
12 11 (4.76%) SQL Server Integration Services
13 8 (3.46%) SAS EBI
13 8 (3.46%) SQL Server Reporting Services
14 7 (3.03%) Apache Cassandra
14 7 (3.03%) BusinessObjects
14 7 (3.03%) MySQL
Development Applications
1 8 (3.46%) Toad
2 1 (0.43%) Talend Open Studio
General
1 65 (28.14%) Marketing
2 52 (22.51%) Finance
3 29 (12.55%) Retail
4 16 (6.93%) Banking
5 10 (4.33%) Advertising
6 8 (3.46%) German Language
7 5 (2.16%) Aerospace
7 5 (2.16%) Games
7 5 (2.16%) Legal
8 4 (1.73%) French Language
8 4 (1.73%) Investment Banking
8 4 (1.73%) Retail Banking
9 2 (0.87%) Telecoms
10 1 (0.43%) Law
10 1 (0.43%) Publishing
Job Titles
1 79 (34.20%) Analyst
2 35 (15.15%) Analytics Manager
3 31 (13.42%) Data Scientist
4 29 (12.55%) Senior Analyst
5 28 (12.12%) Consultant
6 27 (11.69%) Data Analyst
6 27 (11.69%) Data Analytics Manager
7 21 (9.09%) Analytics Consultant
8 18 (7.79%) Data Analytics Consultant
8 18 (7.79%) Data Consultant
9 17 (7.36%) SQL Analyst
10 14 (6.06%) Data Manager
10 14 (6.06%) Marketing Analyst
11 13 (5.63%) Insight Analyst
12 12 (5.19%) Insight Manager
13 10 (4.33%) Information Analyst
14 9 (3.90%) SPSS Analyst
14 9 (3.90%) SQL Data Analyst
15 8 (3.46%) Senior Marketing Analyst
15 8 (3.46%) User Experience Researcher
Libraries, Frameworks & Software Standards
1 12 (5.19%) HTML
2 7 (3.03%) XML
3 6 (2.60%) Natural Language Processing
4 5 (2.16%) JSON
4 5 (2.16%) Regular Expression
5 2 (0.87%) JSP
5 2 (0.87%) Kafka
5 2 (0.87%) MDX
5 2 (0.87%) Pandas
5 2 (0.87%) scikit-learn
5 2 (0.87%) Spring
5 2 (0.87%) Spring Security
5 2 (0.87%) Web Services
5 2 (0.87%) XSLT
6 1 (0.43%) MLlib
6 1 (0.43%) NumPy
6 1 (0.43%) REST
6 1 (0.43%) TensorFlow
6 1 (0.43%) Theano
6 1 (0.43%) Velocity
Miscellaneous
1 120 (51.95%) Analytical Skills
2 16 (6.93%) Algorithms
2 16 (6.93%) Computer Science
2 16 (6.93%) Credit Risk
3 13 (5.63%) Fintech
4 11 (4.76%) Social Media
5 10 (4.33%) NHS
5 10 (4.33%) User Experience
6 6 (2.60%) Social Network
7 2 (0.87%) Digital Media
7 2 (0.87%) FMCG
8 1 (0.43%) Replication
8 1 (0.43%) Robotics
8 1 (0.43%) Smartphone
8 1 (0.43%) Virtual Team
Operating Systems
1 17 (7.36%) Linux
2 5 (2.16%) Unix
3 2 (0.87%) Solaris
3 2 (0.87%) Windows
Processes & Methodologies
1 176 (76.19%) Analytics
2 82 (35.50%) Business Intelligence
3 78 (33.77%) Data Analytics
4 57 (24.68%) Statistics
5 55 (23.81%) Data Analysis
6 54 (23.38%) Visualisation
7 48 (20.78%) Mathematics
8 35 (15.15%) Data Visualisation
9 33 (14.29%) Agile Software Development
9 33 (14.29%) Data Modelling
9 33 (14.29%) ETL
10 32 (13.85%) CRM
11 30 (12.99%) Data Management
11 30 (12.99%) Statistical Analysis
12 29 (12.55%) Machine Learning
13 26 (11.26%) Statistical Modelling
14 23 (9.96%) Open Source
14 23 (9.96%) Web Analytics
15 22 (9.52%) Data Strategy
16 21 (9.09%) Predictive Analytics
Programming Languages
1 128 (55.41%) R
1 128 (55.41%) SQL
2 112 (48.48%) Python
3 26 (11.26%) MATLAB
3 26 (11.26%) VBA
4 24 (10.39%) Java
5 16 (6.93%) Scala
6 14 (6.06%) PHP
7 11 (4.76%) JavaScript
8 6 (2.60%) C
9 4 (1.73%) C++
10 3 (1.30%) Shell Script
10 3 (1.30%) VB
11 2 (0.87%) C#
11 2 (0.87%) Perl
12 1 (0.43%) F#
12 1 (0.43%) Julia
12 1 (0.43%) T-SQL
Qualifications
1 88 (38.10%) Degree
2 24 (10.39%) PhD
3 22 (9.52%) Security Cleared
4 21 (9.09%) Master's Degree
5 17 (7.36%) Numerate Degree
6 9 (3.90%) Postgraduate
6 9 (3.90%) SC Cleared
7 2 (0.87%) DV Cleared
8 1 (0.43%) AAT
8 1 (0.43%) ACCA
8 1 (0.43%) CIMA
8 1 (0.43%) CTC Cleared
Quality Assurance & Compliance
1 18 (7.79%) Data Quality
2 8 (3.46%) QA
3 4 (1.73%) Actionable Recommendations
3 4 (1.73%) IFRS
3 4 (1.73%) IFRS 9
4 1 (0.43%) Sarbanes-Oxley
System Software
1 3 (1.30%) Apache Flume
2 2 (0.87%) Active Directory
Systems Management
1 1 (0.43%) Tivoli
Vendors
1 98 (42.42%) Tableau
2 37 (16.02%) Microsoft
3 26 (11.26%) Google
4 22 (9.52%) Teradata
5 20 (8.66%) Netezza
5 20 (8.66%) SAP
6 18 (7.79%) Adobe
7 16 (6.93%) IBM
8 13 (5.63%) Alteryx
9 11 (4.76%) Cloudera
9 11 (4.76%) Cognos
10 9 (3.90%) Hortonworks
10 9 (3.90%) Oracle
11 8 (3.46%) MapR
12 7 (3.03%) MicroStrategy
13 5 (2.16%) RapidMiner
13 5 (2.16%) TIBCO
14 4 (1.73%) Facebook
14 4 (1.73%) Omniture
14 4 (1.73%) Twitter
West London
Martin & Conley
Salary: £35000 - £45000 per annum + 10% bonus
Posted: 2 hours ago
East London
Lorien Resourcing
Salary: £28000 - £42000 per annum
Posted: 2 hours ago
City of London
Churchill Frank
Salary: £65000 - £70000 per annum + Lifestyle
Posted: Yesterday
Central London / West End
Spencer Rose
Salary: From £35,000 to £40,000 per annum
Posted: 21 hours ago
Islington, London
Great British Chefs
Posted: 19 hours ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: Yesterday
London
Square One Resources
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
North London
Understanding Recruitment
Salary: £40000 - £46000 per annum + Execllent Benefits
Posted: 2 days ago
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + Lifestyle
Posted: 7 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 5 days ago
Central London / West End
The Workshop
Posted: 7 days ago
London
Oliver James Associates
Salary: £110000 - £120000 per annum
Posted: 6 days ago
London
Oliver James Associates
Salary: £75000 - £85000 per annum
Posted: 6 days ago
Central London / West End
myBench Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 9 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 13 days ago
London
Churchill Frank
Salary: £35000 - £40000 per annum + Lifestyle
Posted: 22 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 13 days ago
Central London / West End
Reed Business Information Ltd
Salary: Competitive + bonus & extensive benefits
Posted: 19 days ago
London
Nespresso
Posted: 21 days ago
City of London
Real Staffing
Salary: £50000 - £60000 per annum + bonus and benefits
Posted: 26 days ago