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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
SPSS
Rank 670 632 685
Rank change year-on-year
-38 +53
Permanent jobs citing SPSS 246 366 317
As % of all permanent IT jobs located in the UK 0.25% 0.33% 0.27%
As % of the Applications category 2.00% 2.35% 1.78%
Number of salaries quoted 191 259 251
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £33,000 £32,500 £32,500
10% offered a salary of more than £75,900 £79,500 £80,000
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%

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
12326 15582 17836
As % of all permanent IT jobs located in the UK 12.62% 14.20% 15.22%
Number of salaries quoted 10230 12710 14105
Median salary £37,500 £39,000 £37,500
Median salary % change year-on-year
-3.84% +4.00%
90% offered a salary of more than £22,500 £23,000 £22,500
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £35,000 £36,000 £35,000
% change year-on-year
-2.77% +2.85%

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 25 August 2016 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 25 August 2016. 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
(Click see detailed
statistics and trends)
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 -61 231 £50,000 - 33
London -47 139 £50,000 - 23
South West +26 23 £50,000 +33.33% 1
North West +21 21 £45,000 +16.12% 5
South East -10 21 £40,000 -20.00% 1
City of London +34 16 £45,000 +5.88% 3
Manchester -3 16 £50,000 +29.03% 4
Devon - 14 £50,000 - 1
Exeter - 13 £50,000 - 1
Brighton - 12 - - 1
East Sussex - 12 - - 1
Leeds +38 9 £50,000 - 1
Yorkshire +35 9 £50,000 - 1
East of England +34 9 £57,500 +24.32% 1
West Yorkshire +30 9 £50,000 - 1
Scotland +17 9 £45,000 -43.39% 2
Edinburgh +10 9 £45,000 -43.39% 2
Hertfordshire +22 6 - -
St Albans - 6 - -
Bristol +12 5 £77,500 +82.35%
South Wales +12 5 £33,000 -4.69%
East Midlands +8 5 £38,750 -29.54%
Wales +8 5 £33,000 -4.69%
Cardiff - 5 £33,000 -
Buckinghamshire +20 4 £40,000 +60.00%
West Midlands -11 4 £42,500 +6.25% 1
Cambridgeshire +11 3 £57,500 +27.77%
Cambridge - 3 £57,500 -
Cheshire - 3 £34,000 -
Surrey +30 2 £40,750 +25.38%

SPSS
Top 30 Related IT Skills

For the 6 months to 25 August 2016, 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.

1 340 (72.49%) SAS
2 338 (72.07%) Analytics
3 275 (58.64%) Analytical Skills
4 258 (55.01%) SQL
5 208 (44.35%) R
6 194 (41.36%) Degree
7 179 (38.17%) Python
8 159 (33.90%) Business Intelligence
9 157 (33.48%) Data Analytics
10 135 (28.78%) Visualisation
11 128 (27.29%) Statistics
12 126 (26.87%) Marketing
13 123 (26.23%) Big Data
14 114 (24.31%) Data Visualisation
15 112 (23.88%) Finance
16 109 (23.24%) Data Mining
17 105 (22.39%) Java
18 103 (21.96%) SQL Server
19 100 (21.32%) Tableau
20 97 (20.68%) Hadoop
21 94 (20.04%) Data Modelling
22 91 (19.40%) Data Analysis
23 90 (19.19%) Computer Science
24 87 (18.55%) Mathematics
25 79 (16.84%) Machine Learning
26 65 (13.86%) Oracle
26 65 (13.86%) MATLAB
27 61 (13.01%) ETL
28 60 (12.79%) PhD
28 60 (12.79%) SQL Server Reporting Services

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
1 340 (72.49%) SAS
2 43 (9.17%) Apache Spark
3 33 (7.04%) Apache Pig
4 10 (2.13%) ArcGIS
5 8 (1.71%) SharePoint
6 7 (1.49%) Apache
7 3 (0.64%) Elasticsearch
Applications
1 39 (8.32%) MS Excel
2 26 (5.54%) MS PowerPoint
3 19 (4.05%) Stata
4 16 (3.41%) MS Office
5 5 (1.07%) Spreadsheet
6 4 (0.85%) Weka
7 3 (0.64%) EViews
8 2 (0.43%) CPLEX
8 2 (0.43%) S-PLUS
9 1 (0.21%) Gephi
9 1 (0.21%) InVision
9 1 (0.21%) MS Visio
9 1 (0.21%) OmniGraffle
9 1 (0.21%) Photoshop
Business Applications
1 21 (4.48%) FastStats
2 5 (1.07%) WebTrends
3 2 (0.43%) Eloqua
3 2 (0.43%) SAP InfiniteInsight
3 2 (0.43%) Unica
4 1 (0.21%) Aareon QL
4 1 (0.21%) Academy Housing
4 1 (0.21%) Adobe Campaign
4 1 (0.21%) Cognos TM1
4 1 (0.21%) MIS ActiveH
4 1 (0.21%) Northgate Housing
4 1 (0.21%) OPENHousing
4 1 (0.21%) Oracle Financials
4 1 (0.21%) Orchard Housing
4 1 (0.21%) SAP MDM
4 1 (0.21%) SAP Oil and Gas
Cloud Services
1 45 (9.59%) Google Analytics
2 21 (4.48%) Adobe Analytics
3 11 (2.35%) Google Tag Manager
4 10 (2.13%) Amazon AWS
5 7 (1.49%) Amazon EC2
5 7 (1.49%) Amazon EMR
5 7 (1.49%) Cloud Computing
6 2 (0.43%) Google Cloud Platform
7 1 (0.21%) SaaS
Communications & Networking
1 3 (0.64%) Internet
1 3 (0.64%) SMS
2 1 (0.21%) Intranet
Database & Business Intelligence
1 123 (26.23%) Big Data
2 109 (23.24%) Data Mining
3 103 (21.96%) SQL Server
4 97 (20.68%) Hadoop
5 60 (12.79%) SQL Server Reporting Services
6 59 (12.58%) BusinessObjects
7 57 (12.15%) SQL Server Integration Services
8 41 (8.74%) Relational Database
9 39 (8.32%) QlikView
10 38 (8.10%) GIS
11 37 (7.89%) Data Warehouse
12 33 (7.04%) Apache Hive
13 24 (5.12%) NoSQL
14 18 (3.84%) RDBMS
14 18 (3.84%) Spotfire
15 15 (3.20%) MongoDB
16 14 (2.99%) Apache Cassandra
17 13 (2.77%) KNIME
18 12 (2.56%) HBase
18 12 (2.56%) MySQL
Development Applications
1 12 (2.56%) Team Foundation Server
2 4 (0.85%) Talend Open Studio
3 3 (0.64%) Visual Studio
4 1 (0.21%) Axure RP
4 1 (0.21%) Balsamiq Mockups
4 1 (0.21%) ERwin
4 1 (0.21%) Oracle APEX
4 1 (0.21%) Toad
General
1 126 (26.87%) Marketing
2 112 (23.88%) Finance
3 55 (11.73%) Retail
4 45 (9.59%) Banking
5 8 (1.71%) Legal
6 7 (1.49%) Games
7 6 (1.28%) French Language
8 5 (1.07%) Telecoms
9 4 (0.85%) Pharmaceutical
10 3 (0.64%) Advertising
11 2 (0.43%) Automotive
11 2 (0.43%) Retail Banking
12 1 (0.21%) Billing
12 1 (0.21%) Electronics
12 1 (0.21%) Financial Institution
12 1 (0.21%) General Ledger
12 1 (0.21%) German Language
12 1 (0.21%) Law
12 1 (0.21%) Manufacturing
12 1 (0.21%) Spanish Language
Job Titles
1 174 (37.10%) Analyst
2 95 (20.26%) Data Scientist
3 72 (15.35%) Data Analyst
4 71 (15.14%) Analytics Manager
5 63 (13.43%) Data Manager
6 50 (10.66%) Data Analytics Manager
7 48 (10.23%) Senior Manager
8 43 (9.17%) Consultant
9 42 (8.96%) Insight Analyst
9 42 (8.96%) Senior Analytics Manager
10 35 (7.46%) Senior Analyst
11 31 (6.61%) Marketing Analyst
12 30 (6.40%) Analytics Consultant
13 27 (5.76%) Fraud Manager
14 26 (5.54%) Senior Technical Manager
14 26 (5.54%) Technical Manager
15 24 (5.12%) Senior Data Scientist
16 22 (4.69%) Business Intelligence Manager
17 21 (4.48%) Digital Analyst
18 20 (4.26%) SPSS Analyst
Libraries, Frameworks & Software Standards
1 32 (6.82%) .NET
2 17 (3.62%) HTML
3 16 (3.41%) Flash
4 9 (1.92%) Web Services
5 6 (1.28%) D3.js
5 6 (1.28%) NumPy
5 6 (1.28%) Pandas
5 6 (1.28%) SciPy
6 5 (1.07%) jQuery
6 5 (1.07%) Natural Language Processing
7 4 (0.85%) Matplotlib
7 4 (0.85%) scikit-learn
8 2 (0.43%) REST
9 1 (0.21%) Apache Flex
9 1 (0.21%) COM
9 1 (0.21%) CSS
9 1 (0.21%) Middleware
9 1 (0.21%) XML
Miscellaneous
1 275 (58.64%) Analytical Skills
2 135 (28.78%) Visualisation
3 128 (27.29%) Statistics
4 90 (19.19%) Computer Science
5 87 (18.55%) Mathematics
6 46 (9.81%) Credit Risk
7 27 (5.76%) User Experience
8 22 (4.69%) Economics
9 18 (3.84%) Algorithms
9 18 (3.84%) Psychology
10 17 (3.62%) Physics
11 16 (3.41%) Management Information System
12 12 (2.56%) Social Media
13 10 (2.13%) Artificial Intelligence
14 9 (1.92%) Neural Network
15 6 (1.28%) Data Structures
16 5 (1.07%) Digital Media
16 5 (1.07%) iPad
16 5 (1.07%) Smartphone
17 4 (0.85%) Augmented Reality
Operating Systems
1 9 (1.92%) Linux
1 9 (1.92%) Unix
2 2 (0.43%) Windows
Processes & Methodologies
1 338 (72.07%) Analytics
2 159 (33.90%) Business Intelligence
3 157 (33.48%) Data Analytics
4 114 (24.31%) Data Visualisation
5 94 (20.04%) Data Modelling
6 91 (19.40%) Data Analysis
7 79 (16.84%) Machine Learning
8 61 (13.01%) ETL
9 52 (11.09%) Stakeholder Management
10 50 (10.66%) Predictive Modelling
11 47 (10.02%) Statistical Modelling
12 44 (9.38%) Project Management
13 42 (8.96%) Customer Insight
14 38 (8.10%) Business Development
15 37 (7.89%) Statistical Analysis
16 36 (7.68%) Programme Management
17 35 (7.46%) Actionable Insight
18 32 (6.82%) Campaign Analysis
18 32 (6.82%) Resource Management
19 31 (6.61%) Anti-Money Laundering
Programming Languages
1 258 (55.01%) SQL
2 208 (44.35%) R
3 179 (38.17%) Python
4 105 (22.39%) Java
5 65 (13.86%) MATLAB
6 42 (8.96%) C#
7 38 (8.10%) C++
8 33 (7.04%) T-SQL
9 31 (6.61%) VB.NET
10 26 (5.54%) Scala
11 23 (4.90%) VBA
12 21 (4.48%) JavaScript
13 16 (3.41%) Perl
14 10 (2.13%) PHP
15 5 (1.07%) PL/SQL
16 4 (0.85%) C
16 4 (0.85%) Cython
17 3 (0.64%) Lua
17 3 (0.64%) SAS Macro
17 3 (0.64%) Shell Script
Qualifications
1 194 (41.36%) Degree
2 60 (12.79%) PhD
3 11 (2.35%) BPSS Clearance
4 3 (0.64%) PMI Certification
4 3 (0.64%) Security Cleared
5 2 (0.43%) ITIL Foundation Certificate
5 2 (0.43%) SC Cleared
6 1 (0.21%) CIMA
6 1 (0.21%) Postgraduate
Quality Assurance & Compliance
1 26 (5.54%) Data Quality
2 14 (2.99%) QA
3 7 (1.49%) SLA
4 4 (0.85%) CRD IV
4 4 (0.85%) EMIR
4 4 (0.85%) MiFID
5 3 (0.64%) Actionable Recommendations
6 1 (0.21%) SNOMED CT
6 1 (0.21%) Solvency II
System Software
1 7 (1.49%) Apache Flume
2 3 (0.64%) GPFS
2 3 (0.64%) HDFS
Systems Management
1 7 (1.49%) Opscode Chef
2 2 (0.43%) Cisco IPCC
3 1 (0.21%) Tivoli
3 1 (0.21%) Tivoli Storage Manager
Vendors
1 100 (21.32%) Tableau
2 65 (13.86%) Oracle
3 53 (11.30%) Google
4 46 (9.81%) SAP
5 33 (7.04%) Microsoft
6 29 (6.18%) Cognos
7 24 (5.12%) Adobe
8 18 (3.84%) MicroStrategy
9 17 (3.62%) Alteryx
10 16 (3.41%) IBM
10 16 (3.41%) PayPal
11 12 (2.56%) RapidMiner
12 9 (1.92%) Netezza
13 7 (1.49%) Sybase
14 6 (1.28%) Mapinfo
15 5 (1.07%) Hitachi
15 5 (1.07%) Informatica
15 5 (1.07%) Teradata
16 4 (0.85%) Salesforce.com
16 4 (0.85%) Talend
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: Yesterday
London
Capita Resourcing - IT Resourcing
Salary: £30000 - £40000 per annum
Posted: 3 days ago
London
Colston Consulting
Salary: £30000 - £40000 per annum
Posted: 3 days ago
London
Talent International
Salary: £30000 per annum + Benefits
Posted: Yesterday
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 3 days ago
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: 3 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 2 days ago
Luton, Bedfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + Execllent Benefits
Posted: 2 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 2 days ago
London
Experis Ltd
Salary: £40000.00 - £46235.00 per annum + +benefits
Posted: 2 days ago
Staffordshire
Churchill Frank International
Salary: £25000 - £35000 per annum
Posted: 2 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 2 days ago
Manchester
KDR Recruitment
Salary: £55000 - £70000 per annum + Benefits
Posted: 3 days ago
Exeter, Devon
set2recruit
Salary: Competitive salary based on experience.
Posted: 6 days ago
London
Colston Consulting
Salary: £45000 - £55000 per annum
Posted: 3 days ago
North London
Understanding Recruitment
Salary: £30000.00 - £37000.00 per annum + Execllent Benefits
Posted: 4 days ago
City Of London
HFG
Salary: £40000 - £55000 per annum
Posted: 7 days ago
City of London
Vivid Resourcing
Posted: 8 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Highly Competitive
Posted: 6 days ago
East London
Exponential-e Limited
Salary: From £30,000 to £40,000 per annum
Posted: 8 days ago
London
iKas International
Salary: £65000 - £80000 per annum + bonus
Posted: 10 days ago
London
Accenture
Posted: 8 days ago
London
iKas International
Salary: £90000 - £120000 per annum
Posted: 17 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 13 days ago
London
HFG
Salary: £100000 - £150000 per annum
Posted: 22 days ago
Edinburgh
Real Staffing
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 15 days ago
London
Accenture
Posted: 8 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £37000.00 - £40000.00 per annum
Posted: 21 days ago