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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
SPSS
England / London
Rank 465 460 493
Rank change year-on-year -5 +33  
Permanent jobs citing SPSS 111 197 171
As % of all permanent IT jobs advertised in London 0.33% 0.47% 0.40%
As % of the Applications category 2.78% 3.54% 2.73%
Number of salaries quoted 91 160 146
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% -  
90% offered a salary of more than £40,000 £35,000 £34,000
10% offered a salary of more than £75,000 £77,750 £75,000
UK excluding London median salary £40,000 £42,500 £45,000
% change year-on-year -5.88% -5.55%  

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 3987 5558 6257
As % of all permanent IT job vacancies advertised in London 11.91% 13.25% 14.60%
Number of salaries quoted 3349 4621 5187
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £27,500 £26,500 £25,500
10% offered a salary of more than £75,000 £67,500 £70,000
UK excluding London median salary £35,000 £35,000 £35,000

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 27 March 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 27 March 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 +41 15 £52,500 +10.52% 6
Chiswick - 2 £50,000 -
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 27 March 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.

1 156 (79.19%) SAS
2 147 (74.62%) Analytics
3 120 (60.91%) R
4 112 (56.85%) SQL
5 100 (50.76%) Analytical Skills
6 96 (48.73%) Python
7 75 (38.07%) Degree
8 72 (36.55%) Tableau
9 71 (36.04%) Business Intelligence
9 71 (36.04%) Big Data
10 63 (31.98%) Marketing
11 55 (27.92%) Statistics
11 55 (27.92%) Hadoop
12 52 (26.40%) Mathematics
13 48 (24.37%) Visualisation
14 46 (23.35%) Data Analytics
15 45 (22.84%) Finance
16 42 (21.32%) QlikView
17 37 (18.78%) Data Analysis
18 35 (17.77%) Retail
19 31 (15.74%) PhD
19 31 (15.74%) Data Visualisation
20 30 (15.23%) Agile Software Development
21 29 (14.72%) Web Analytics
22 28 (14.21%) Statistical Modelling
22 28 (14.21%) Apache Hive
23 27 (13.71%) Predictive Modelling
24 26 (13.20%) Credit Risk
24 26 (13.20%) Java
25 25 (12.69%) Machine Learning

SPSS
Top Related 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
1 156 (79.19%) SAS
2 22 (11.17%) Apache Spark
3 15 (7.61%) Apache
4 12 (6.09%) Apache Pig
5 1 (0.51%) Elasticsearch
5 1 (0.51%) OpenStack
Applications
1 18 (9.14%) MS Excel
2 11 (5.58%) MS PowerPoint
3 8 (4.06%) MS Office
4 7 (3.55%) SPSS Modeler
5 6 (3.05%) EViews
6 5 (2.54%) Stata
7 3 (1.52%) Spreadsheet
8 1 (0.51%) Gephi
8 1 (0.51%) Maple
8 1 (0.51%) Simulink
8 1 (0.51%) UserZoom
Business Applications
1 11 (5.58%) SAP InfiniteInsight
2 1 (0.51%) FastStats
2 1 (0.51%) WebTrends
Cloud Services
1 16 (8.12%) Google Analytics
2 14 (7.11%) Cloud Computing
3 9 (4.57%) Adobe Analytics
4 6 (3.05%) Amazon AWS
5 4 (2.03%) Google Cloud Platform
6 2 (1.02%) Amazon EC2
6 2 (1.02%) Amazon EMR
7 1 (0.51%) Amazon S3
7 1 (0.51%) AWS Data Pipeline
7 1 (0.51%) Google Tag Manager
7 1 (0.51%) Microsoft Azure
Communications & Networking
1 1 (0.51%) HTTP
1 1 (0.51%) Intranet
Database & Business Intelligence
1 71 (36.04%) Big Data
2 55 (27.92%) Hadoop
3 42 (21.32%) QlikView
4 28 (14.21%) Apache Hive
5 23 (11.68%) Spotfire
6 20 (10.15%) Data Mining
6 20 (10.15%) Relational Database
6 20 (10.15%) SQL Server
7 17 (8.63%) NoSQL
7 17 (8.63%) RDBMS
8 14 (7.11%) Power BI
9 12 (6.09%) MongoDB
10 7 (3.55%) Pentaho
11 6 (3.05%) Amazon Redshift
11 6 (3.05%) BusinessObjects
11 6 (3.05%) HBase
12 5 (2.54%) Data Warehouse
12 5 (2.54%) PostgreSQL
12 5 (2.54%) SAS Visual Analytics
12 5 (2.54%) SQL Server Reporting Services
Development Applications
1 2 (1.02%) Talend Open Studio
2 1 (0.51%) Toad
General
1 63 (31.98%) Marketing
2 45 (22.84%) Finance
3 35 (17.77%) Retail
4 22 (11.17%) Banking
5 8 (4.06%) Games
6 4 (2.03%) Advertising
6 4 (2.03%) Retail Banking
7 3 (1.52%) Legal
7 3 (1.52%) Telecoms
8 2 (1.02%) French Language
8 2 (1.02%) German Language
8 2 (1.02%) Investment Banking
9 1 (0.51%) Music Industry
9 1 (0.51%) Publishing
Job Titles
1 75 (38.07%) Analyst
2 38 (19.29%) Data Scientist
3 30 (15.23%) Data Analyst
4 29 (14.72%) Analytics Manager
5 22 (11.17%) Consultant
6 20 (10.15%) Senior Analyst
7 17 (8.63%) Data Analytics Manager
8 16 (8.12%) Insight Analyst
8 16 (8.12%) SQL Analyst
9 13 (6.60%) Analytics Consultant
9 13 (6.60%) Data Consultant
10 12 (6.09%) Marketing Analyst
11 11 (5.58%) SPSS Analyst
12 10 (5.08%) Data Analytics Consultant
12 10 (5.08%) Data Engineer
13 9 (4.57%) SQL Data Analyst
14 8 (4.06%) SAS Analyst
14 8 (4.06%) Senior Data Scientist
15 7 (3.55%) Senior Marketing Analyst
15 7 (3.55%) SPSS Data Analyst
Libraries, Frameworks & Software Standards
1 5 (2.54%) HTML
2 3 (1.52%) MLlib
2 3 (1.52%) Natural Language Processing
2 3 (1.52%) NumPy
3 2 (1.02%) scikit-learn
3 2 (1.02%) Web Services
4 1 (0.51%) .NET
4 1 (0.51%) Ajax
4 1 (0.51%) D3.js
4 1 (0.51%) JSON
4 1 (0.51%) Kafka
4 1 (0.51%) LAMP
4 1 (0.51%) Regular Expression
4 1 (0.51%) REST
4 1 (0.51%) Spark Streaming
4 1 (0.51%) Velocity
4 1 (0.51%) XML
Miscellaneous
1 100 (50.76%) Analytical Skills
2 26 (13.20%) Credit Risk
3 21 (10.66%) Computer Science
4 14 (7.11%) Social Media
5 10 (5.08%) Algorithms
6 7 (3.55%) Fintech
7 6 (3.05%) User Experience
8 5 (2.54%) Social Network
9 2 (1.02%) FMCG
10 1 (0.51%) Blog
10 1 (0.51%) Management Information System
10 1 (0.51%) Replication
10 1 (0.51%) Virtual Team
Operating Systems
1 13 (6.60%) Linux
2 8 (4.06%) Unix
3 1 (0.51%) Windows
Processes & Methodologies
1 147 (74.62%) Analytics
2 71 (36.04%) Business Intelligence
3 55 (27.92%) Statistics
4 52 (26.40%) Mathematics
5 48 (24.37%) Visualisation
6 46 (23.35%) Data Analytics
7 37 (18.78%) Data Analysis
8 31 (15.74%) Data Visualisation
9 30 (15.23%) Agile Software Development
10 29 (14.72%) Web Analytics
11 28 (14.21%) Statistical Modelling
12 27 (13.71%) Predictive Modelling
13 25 (12.69%) Machine Learning
14 24 (12.18%) Actionable Insight
15 23 (11.68%) ETL
15 23 (11.68%) Statistical Analysis
16 21 (10.66%) Stakeholder Management
17 20 (10.15%) Data Modelling
17 20 (10.15%) Open Source
17 20 (10.15%) Predictive Analytics
Programming Languages
1 120 (60.91%) R
2 112 (56.85%) SQL
3 96 (48.73%) Python
4 26 (13.20%) Java
5 24 (12.18%) VBA
6 22 (11.17%) Scala
7 19 (9.64%) MATLAB
8 16 (8.12%) PHP
9 9 (4.57%) C#
10 7 (3.55%) C++
10 7 (3.55%) Shell Script
11 5 (2.54%) C
11 5 (2.54%) Perl
12 4 (2.03%) JavaScript
12 4 (2.03%) VB
13 2 (1.02%) T-SQL
14 1 (0.51%) F#
14 1 (0.51%) Objective-C
14 1 (0.51%) Ruby
14 1 (0.51%) VB.NET
Qualifications
1 75 (38.07%) Degree
2 31 (15.74%) PhD
3 11 (5.58%) Security Cleared
4 7 (3.55%) Postgraduate
5 3 (1.52%) SC Cleared
Quality Assurance & Compliance
1 16 (8.12%) Data Quality
2 5 (2.54%) IFRS
2 5 (2.54%) IFRS 9
3 1 (0.51%) Actionable Recommendations
3 1 (0.51%) IAS 39
3 1 (0.51%) QA
System Software
1 3 (1.52%) Apache Flume
Systems Management
1 1 (0.51%) Opscode Chef
1 1 (0.51%) Tivoli
Vendors
1 72 (36.55%) Tableau
2 20 (10.15%) Google
3 18 (9.14%) Microsoft
3 18 (9.14%) Teradata
4 16 (8.12%) Netezza
5 12 (6.09%) Adobe
5 12 (6.09%) SAP
6 10 (5.08%) IBM
7 7 (3.55%) MicroStrategy
7 7 (3.55%) Oracle
8 6 (3.05%) Cognos
9 5 (2.54%) TIBCO
10 4 (2.03%) RapidMiner
11 3 (1.52%) Cloudera
11 3 (1.52%) Hortonworks
11 3 (1.52%) MapR
11 3 (1.52%) Sun
12 2 (1.02%) Alteryx
12 2 (1.02%) Optimizely
12 2 (1.02%) Talend
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 3 hours ago
London
McGregor Boyall
Posted: 13 hours ago
London
Churchill Frank
Salary: £45000 - £55000 per annum + 10% bonus
Posted: 2 days ago
London
NHS Improvement
Posted: 4 days ago
London
Capgemini UK
Posted: 3 days ago
East London
Lorien Resourcing
Salary: £60000 - £75000 per annum + Car Allow + Bonus + Benefits
Posted: 5 days ago
London
Capgemini UK
Posted: 5 days ago
South West London
set2recruit
Salary: Up to £45,000 per annum
Posted: 5 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 3 days ago
London
myBench Ltd
Salary: From £35,000 to £50,000 per annum
Posted: 7 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 7 days ago
City, London
Martin & Conley
Salary: £54000 - £75000 per annum + bonus
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 6 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 18 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 24 days ago
City, London
Martin & Conley
Salary: £45000 - £55000 per annum + Benefits
Posted: 24 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 24 days ago