The table below looks at the statistics for SPSS skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
SPSS
UK
Rank 677 616 628
Rank change year-on-year
-61 +12
Permanent jobs citing SPSS 170 330 345
As % of all permanent IT jobs located in the UK 0.20% 0.32% 0.32%
As % of the Applications category 1.59% 2.28% 2.06%
Number of salaries quoted 132 264 286
Median salary £45,000 £47,500 £50,000
Median salary % change year-on-year
-5.26% -5.00%
90% offered a salary of more than £33,750 £32,650 £30,000
10% offered a salary of more than £70,000 £80,000 £73,750
UK excluding London median salary £38,250 £47,500 £45,000
% change year-on-year
-19.47% +5.55%

The following table is for comparison with the above and provides statistics for the entire Applications category in permanent jobs advertised across the UK.

Applications Category
UK
Permanent IT job ads with a match in the
Applications category
10676 14459 16714
As % of all permanent IT jobs located in the UK 12.72% 14.15% 15.65%
Number of salaries quoted 8833 11750 13661
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £23,000 £24,000 £22,500
10% offered a salary of more than £62,800 £60,000 £62,500
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend

The demand trend of job ads citing SPSS as a proportion of all IT jobs with a match in the Applications category.

SPSS Jobs Demand Trend in the UK

SPSS
Salary Trend

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

SPSS Salary Trend in the UK

SPSS
Salary Histogram

This chart provides a salary histogram for IT jobs citing SPSS over the 3 months to 23 February 2017 within the UK.

SPSS Salary Histogram in the UK

SPSS
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the UK over the 3 months to 23 February 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
England -37 165 £45,000 -5.26% 29
London -17 91 £52,500 +5.00% 18
South West +20 19 £41,500 -2.35%
West Midlands +23 15 £37,000 +1.36%
City of London +30 10 £52,500 +10.52% 6
East of England +23 10 £40,000 -23.80% 1
North West -14 10 £35,000 -37.77% 4
Bristol - 10 £40,000 -
Warwickshire - 10 £37,000 -
South East +22 9 £37,000 -22.10%
Nuneaton - 9 £37,000 -
Hertfordshire +21 8 - -
St Albans +3 8 - -
Somerset +5 6 £50,000 -20.00%
East Midlands +16 5 £37,500 +25.00% 2
West Yorkshire +16 5 £35,000 -41.66% 3
Yorkshire +13 5 £35,000 -41.66% 4
Leeds +13 5 £35,000 -63.15% 3
Cheshire +6 4 £35,000 -39.24% 3
Manchester -21 4 £35,000 -6.66% 1
Northampton +23 3 £35,000 -
Northamptonshire +18 3 £35,000 -
West Sussex +14 3 £37,000 +12.12%
Sutton Coldfield - 3 - -
Chester - 3 £35,000 - 2
Surrey +37 2 - -
Swindon +18 2 £43,000 +1.17%
Wiltshire +18 2 £43,000 +1.17%
Cambridge +12 2 £40,000 -52.94% 1
Birmingham +8 2 £31,000 -19.48%

SPSS
Top 30 Related IT Skills

For the 6 months to 23 February 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 with a requirement for SPSS.

1 345 (82.34%) SAS
2 293 (69.93%) Analytics
3 292 (69.69%) SQL
4 258 (61.58%) Analytical Skills
5 209 (49.88%) R
6 175 (41.77%) Python
7 169 (40.33%) Business Intelligence
8 147 (35.08%) Degree
9 138 (32.94%) Marketing
10 135 (32.22%) Tableau
11 118 (28.16%) Big Data
12 111 (26.49%) Statistics
13 108 (25.78%) Hadoop
14 104 (24.82%) Data Analytics
15 103 (24.58%) Finance
16 101 (24.11%) Mathematics
17 89 (21.24%) Visualisation
18 81 (19.33%) SQL Server
19 80 (19.09%) Data Analysis
20 76 (18.14%) QlikView
21 64 (15.27%) Java
21 64 (15.27%) MS Excel
22 63 (15.04%) Retail
23 62 (14.80%) Machine Learning
24 61 (14.56%) Data Modelling
25 60 (14.32%) ETL
26 59 (14.08%) Data Visualisation
27 58 (13.84%) Predictive Modelling
28 55 (13.13%) Actionable Insight
29 53 (12.65%) VBA

SPSS
Top Related IT Skills 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
1 345 (82.34%) SAS
2 44 (10.50%) Apache Spark
3 29 (6.92%) Apache Pig
4 19 (4.53%) Apache
5 4 (0.95%) OpenStack
6 3 (0.72%) ArcGIS
6 3 (0.72%) SharePoint
7 1 (0.24%) Adobe Experience Manager
7 1 (0.24%) Elasticsearch
Applications
1 64 (15.27%) MS Excel
2 22 (5.25%) MS PowerPoint
3 21 (5.01%) Stata
4 16 (3.82%) MS Office
5 13 (3.10%) SPSS Modeler
6 6 (1.43%) EViews
6 6 (1.43%) Spreadsheet
7 2 (0.48%) MS Visio
7 2 (0.48%) S-PLUS
8 1 (0.24%) Gephi
8 1 (0.24%) Maple
8 1 (0.24%) Simulink
8 1 (0.24%) UserZoom
Business Applications
1 23 (5.49%) FastStats
2 10 (2.39%) Dynamics CRM
3 8 (1.91%) Dynamics NAV
4 4 (0.95%) SAP InfiniteInsight
5 2 (0.48%) Oracle Financials
6 1 (0.24%) Adobe Campaign
6 1 (0.24%) Data Workbench
6 1 (0.24%) FastStats PeopleStage
6 1 (0.24%) Kissmetrics
6 1 (0.24%) SAP Oil and Gas
6 1 (0.24%) Unica
Cloud Services
1 31 (7.40%) Google Analytics
2 20 (4.77%) Google Cloud Platform
3 18 (4.30%) Cloud Computing
4 17 (4.06%) Amazon AWS
5 12 (2.86%) Amazon EC2
6 10 (2.39%) Adobe Analytics
7 9 (2.15%) Amazon EMR
8 3 (0.72%) Amazon S3
8 3 (0.72%) AWS Data Pipeline
9 2 (0.48%) AWS Lambda
10 1 (0.24%) Google Tag Manager
10 1 (0.24%) Microsoft Azure
10 1 (0.24%) Responsys
10 1 (0.24%) Silverpop
Communications & Networking
1 4 (0.95%) SMS
2 1 (0.24%) Internet
Database & Business Intelligence
1 118 (28.16%) Big Data
2 108 (25.78%) Hadoop
3 81 (19.33%) SQL Server
4 76 (18.14%) QlikView
5 47 (11.22%) Apache Hive
5 47 (11.22%) Data Mining
6 41 (9.79%) Data Warehouse
6 41 (9.79%) Power BI
7 40 (9.55%) Relational Database
7 40 (9.55%) SQL Server Integration Services
8 38 (9.07%) BusinessObjects
9 30 (7.16%) RDBMS
10 23 (5.49%) NoSQL
11 22 (5.25%) GIS
11 22 (5.25%) SQL Server Reporting Services
12 19 (4.53%) Spotfire
13 16 (3.82%) MongoDB
14 13 (3.10%) HBase
15 12 (2.86%) SAS Enterprise Guide
16 10 (2.39%) Apache Cassandra
Development Applications
1 6 (1.43%) Talend Open Studio
2 2 (0.48%) RStudio
3 1 (0.24%) JIRA
3 1 (0.24%) Team Foundation Server
3 1 (0.24%) Toad
General
1 138 (32.94%) Marketing
2 103 (24.58%) Finance
3 63 (15.04%) Retail
4 42 (10.02%) Banking
5 9 (2.15%) Games
5 9 (2.15%) Legal
6 6 (1.43%) Telecoms
7 4 (0.95%) Automotive
7 4 (0.95%) Retail Banking
8 3 (0.72%) Advertising
8 3 (0.72%) Law
8 3 (0.72%) Military
8 3 (0.72%) Publishing
9 2 (0.48%) Investment Banking
10 1 (0.24%) French Language
10 1 (0.24%) German Language
10 1 (0.24%) Manufacturing
10 1 (0.24%) Music Industry
Job Titles
1 188 (44.87%) Analyst
2 70 (16.71%) Data Scientist
3 68 (16.23%) Data Analyst
4 54 (12.89%) Insight Analyst
5 48 (11.46%) Analytics Manager
6 40 (9.55%) Marketing Analyst
7 36 (8.59%) Consultant
8 32 (7.64%) Data Analytics Manager
9 28 (6.68%) Senior Manager
10 26 (6.21%) Data Insight Analyst
10 26 (6.21%) Insight Data Analyst
11 25 (5.97%) Senior Analyst
11 25 (5.97%) Senior Analytics Manager
12 24 (5.73%) Data Manager
12 24 (5.73%) Developer
12 24 (5.73%) SQL Analyst
13 20 (4.77%) Analytics Consultant
13 20 (4.77%) SAS Analyst
14 19 (4.53%) Digital Analyst
14 19 (4.53%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 17 (4.06%) .NET
2 10 (2.39%) HTML
3 9 (2.15%) Web Services
4 8 (1.91%) MLlib
4 8 (1.91%) RESTful
5 6 (1.43%) NumPy
5 6 (1.43%) scikit-learn
6 5 (1.19%) Natural Language Processing
7 4 (0.95%) CSS
8 3 (0.72%) Apache Flex
8 3 (0.72%) TensorFlow
8 3 (0.72%) Theano
9 2 (0.48%) Catalyst
9 2 (0.48%) D3.js
10 1 (0.24%) Ajax
10 1 (0.24%) AngularJS
10 1 (0.24%) Kafka
10 1 (0.24%) Pandas
10 1 (0.24%) SciPy
10 1 (0.24%) Spark Streaming
Miscellaneous
1 258 (61.58%) Analytical Skills
2 49 (11.69%) Credit Risk
3 47 (11.22%) Computer Science
4 21 (5.01%) Algorithms
5 14 (3.34%) Social Media
6 12 (2.86%) User Experience
7 7 (1.67%) Management Information System
8 5 (1.19%) Fintech
8 5 (1.19%) FMCG
9 3 (0.72%) Data Centre
10 2 (0.48%) Cybercrime
10 2 (0.48%) Reference Data
10 2 (0.48%) Smart Home
10 2 (0.48%) Social Network
11 1 (0.24%) Blog
11 1 (0.24%) Data Structures
11 1 (0.24%) Digital Media
11 1 (0.24%) Foreign Exchange (FX)
11 1 (0.24%) Life Science
11 1 (0.24%) Replication
Operating Systems
1 17 (4.06%) Linux
2 10 (2.39%) Unix
3 3 (0.72%) Windows
Processes & Methodologies
1 293 (69.93%) Analytics
2 169 (40.33%) Business Intelligence
3 111 (26.49%) Statistics
4 104 (24.82%) Data Analytics
5 101 (24.11%) Mathematics
6 89 (21.24%) Visualisation
7 80 (19.09%) Data Analysis
8 62 (14.80%) Machine Learning
9 61 (14.56%) Data Modelling
10 60 (14.32%) ETL
11 59 (14.08%) Data Visualisation
12 58 (13.84%) Predictive Modelling
13 55 (13.13%) Actionable Insight
14 46 (10.98%) Stakeholder Management
15 43 (10.26%) Agile Software Development
16 42 (10.02%) Statistical Analysis
17 41 (9.79%) Statistical Modelling
18 40 (9.55%) Web Analytics
19 36 (8.59%) Customer Segmentation
20 34 (8.11%) Predictive Analytics
Programming Languages
1 292 (69.69%) SQL
2 209 (49.88%) R
3 175 (41.77%) Python
4 64 (15.27%) Java
5 53 (12.65%) VBA
6 47 (11.22%) MATLAB
7 36 (8.59%) Scala
8 25 (5.97%) C#
9 22 (5.25%) PHP
10 21 (5.01%) T-SQL
11 17 (4.06%) C++
12 16 (3.82%) VB.NET
13 14 (3.34%) Perl
14 11 (2.63%) JavaScript
15 8 (1.91%) C
15 8 (1.91%) Shell Script
16 6 (1.43%) VB
17 2 (0.48%) PL/SQL
18 1 (0.24%) Delphi
18 1 (0.24%) Pascal
Qualifications
1 147 (35.08%) Degree
2 50 (11.93%) PhD
3 7 (1.67%) Postgraduate
4 3 (0.72%) MBA
4 3 (0.72%) Security Cleared
5 1 (0.24%) SC Cleared
Quality Assurance & Compliance
1 30 (7.16%) Data Quality
2 16 (3.82%) IFRS
2 16 (3.82%) IFRS 9
3 7 (1.67%) QA
4 2 (0.48%) Actionable Recommendations
4 2 (0.48%) IAS 39
System Software
1 9 (2.15%) Apache Flume
2 2 (0.48%) HDFS
3 1 (0.24%) GPFS
Systems Management
1 6 (1.43%) Opscode Chef
2 2 (0.48%) Tivoli
3 1 (0.24%) Graphite
3 1 (0.24%) Systems Management Server (SMS)
Vendors
1 135 (32.22%) Tableau
2 49 (11.69%) Microsoft
3 48 (11.46%) Google
4 36 (8.59%) SAP
5 28 (6.68%) Oracle
6 18 (4.30%) Teradata
7 16 (3.82%) Adobe
7 16 (3.82%) Cognos
8 13 (3.10%) Netezza
9 12 (2.86%) IBM
10 8 (1.91%) MicroStrategy
11 6 (1.43%) Talend
12 5 (1.19%) Actimize
12 5 (1.19%) Informatica
12 5 (1.19%) Lavastorm
12 5 (1.19%) Norkom
13 4 (0.95%) Alteryx
13 4 (0.95%) Hitachi
13 4 (0.95%) Minitab
13 4 (0.95%) TIBCO
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Posted: 8 hours ago
London
Cheapside DT
Salary: £30000.00 - £45000.00 per annum
Posted: 11 hours ago
London
Codex
Salary: From £30,000 to £60,000 per annum
Posted: 14 hours ago
West London
Cheapside DT
Salary: £50000.00 - £60000.00 per annum
Posted: Yesterday
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: Yesterday
Nottingham, Nottinghamshire
Experis Ltd
Posted: Yesterday
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 15 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 17 hours ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: 2 days ago
London
myBench Ltd
Salary: From £25,000 to £45,000 per annum
Posted: Yesterday
Leicester, Leicestershire
Emponics Ltd
Salary: to £40,000
Posted: Yesterday
Warrington
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + benefits
Posted: 2 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 2 days ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £50000.00 per annum + Benefits
Posted: 2 days ago
London
Parallel Consulting
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Hanover Recruitment
Salary: £70000.00 per annum + Bonus and Shares
Posted: Yesterday
London
IntaPeople
Salary: £40000 - £50000 per annum
Posted: 2 days ago
Chester, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: 6 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 7 days ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 3 days ago
South West London
set2recruit
Salary: Up to £45,000 per annum
Posted: 6 days ago
London
Churchill Frank
Salary: £35000 per annum
Posted: 9 days ago
City of London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum
Posted: 15 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 15 days ago
UK Wide
Capgemini
Salary: Negotiable
Posted: 13 days ago
South West London
Venturi
Salary: £40000.00 - £50000.00 per annum + Plus Generous Benefits
Posted: 15 days ago
Chester
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 21 days ago