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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 662 708 654
Rank change year-on-year
+46 -54
Permanent jobs citing SPSS 223 263 343
As % of all permanent IT jobs located in the UK 0.25% 0.24% 0.30%
As % of the Applications category 1.95% 1.79% 1.91%
Number of salaries quoted 167 193 278
Median salary £47,500 £49,250 £47,500
Median salary % change year-on-year
-3.55% +3.68%
90% offered a salary of more than £35,000 £34,000 £30,000
10% offered a salary of more than £75,000 £65,000 £72,500
UK excluding London median salary £45,000 £48,500 £43,750
% change year-on-year
-7.21% +10.85%

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
11462 14718 17948
As % of all permanent IT jobs located in the UK 12.82% 13.68% 15.66%
Number of salaries quoted 9441 11943 14728
Median salary £38,000 £38,000 £37,500
Median salary % change year-on-year
- +1.33%
90% offered a salary of more than £23,050 £23,000 £22,500
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £36,000 £35,000 £34,500
% change year-on-year
+2.85% +1.44%

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 4 December 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 4 December 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 +64 219 £47,500 -2.06% 27
London +61 99 £57,500 +15.00% 10
East Midlands +26 27 £45,000 -43.75% 2
West Midlands -10 19 £40,000 -5.88%
East of England +35 18 £42,500 -11.45%
North West -3 18 £46,250 +105.55% 7
South West +8 16 £50,000 +17.64% 4
Northamptonshire +21 15 £36,250 - 2
Northampton - 15 £36,250 - 1
South East +12 12 £37,500 -28.57%
Birmingham -6 11 £42,500 +10.38%
Devon - 11 £50,000 -
Exeter - 11 £50,000 -
Leicestershire +5 10 £45,000 -47.05%
Manchester - 10 £50,000 - 4
Yorkshire +28 9 £50,000 -13.04% 3
City of London +19 9 £46,868 -6.26% 3
Leicester +4 8 £45,000 -47.05%
East Sussex - 8 £37,500 -
Brighton - 8 £37,500 -
Essex - 8 - -
Leeds +28 7 £50,000 -13.04% 2
West Yorkshire +27 7 £50,000 -13.04% 2
Harlow - 7 - -
Hertfordshire +15 6 £42,500 -32.00%
Warwickshire - 5 £37,000 -
St Albans - 5 - -
Wiltshire +18 4 £50,000 +5.26% 1
Cheshire +15 4 £34,000 +51.11% 2
Nuneaton - 4 £37,000 -

SPSS
Top 30 Related IT Skills

For the 6 months to 4 December 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.

1 378 (81.82%) SAS
2 319 (69.05%) Analytics
3 295 (63.85%) SQL
4 279 (60.39%) Analytical Skills
5 226 (48.92%) R
6 193 (41.77%) Python
6 193 (41.77%) Degree
7 163 (35.28%) Business Intelligence
8 143 (30.95%) Statistics
9 132 (28.57%) Data Analytics
10 128 (27.71%) Marketing
11 120 (25.97%) Tableau
12 119 (25.76%) Hadoop
13 117 (25.32%) Big Data
14 107 (23.16%) Finance
15 106 (22.94%) Visualisation
16 102 (22.08%) Mathematics
17 101 (21.86%) Java
18 96 (20.78%) SQL Server
19 90 (19.48%) Data Modelling
20 88 (19.05%) Data Analysis
21 84 (18.18%) Machine Learning
22 77 (16.67%) ETL
23 73 (15.80%) Computer Science
24 69 (14.94%) Data Visualisation
25 60 (12.99%) PhD
26 58 (12.55%) Data Mining
27 57 (12.34%) MS Excel
27 57 (12.34%) Predictive Modelling
28 56 (12.12%) MATLAB

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
1 378 (81.82%) SAS
2 53 (11.47%) Apache Spark
3 38 (8.23%) Apache Pig
4 17 (3.68%) Apache
5 11 (2.38%) ArcGIS
6 2 (0.43%) OpenStack
6 2 (0.43%) SharePoint
7 1 (0.22%) Adobe Experience Manager
7 1 (0.22%) Elasticsearch
Applications
1 57 (12.34%) MS Excel
2 41 (8.87%) MS PowerPoint
3 27 (5.84%) Stata
4 17 (3.68%) MS Office
5 5 (1.08%) Spreadsheet
6 3 (0.65%) S-PLUS
7 2 (0.43%) CPLEX
7 2 (0.43%) EViews
7 2 (0.43%) MS Visio
8 1 (0.22%) Gephi
8 1 (0.22%) Maple
8 1 (0.22%) Simulink
Business Applications
1 36 (7.79%) FastStats
2 8 (1.73%) Dynamics CRM
2 8 (1.73%) Dynamics NAV
3 3 (0.65%) Unica
3 3 (0.65%) WebTrends
4 2 (0.43%) Adobe Campaign
4 2 (0.43%) Oracle Financials
4 2 (0.43%) SAP InfiniteInsight
5 1 (0.22%) Cognos TM1
5 1 (0.22%) Data Workbench
5 1 (0.22%) FastStats PeopleStage
5 1 (0.22%) Kissmetrics
5 1 (0.22%) SAP MDM
5 1 (0.22%) SAP Oil and Gas
Cloud Services
1 25 (5.41%) Google Analytics
2 22 (4.76%) Amazon AWS
3 18 (3.90%) Cloud Computing
4 17 (3.68%) Amazon EC2
4 17 (3.68%) Google Cloud Platform
5 14 (3.03%) Amazon EMR
6 10 (2.16%) Adobe Analytics
7 3 (0.65%) Amazon S3
7 3 (0.65%) AWS Data Pipeline
8 2 (0.43%) AWS Lambda
9 1 (0.22%) Google Tag Manager
9 1 (0.22%) Responsys
9 1 (0.22%) Silverpop
Communications & Networking
1 5 (1.08%) SMS
2 2 (0.43%) Internet
3 1 (0.22%) Intranet
Database & Business Intelligence
1 119 (25.76%) Hadoop
2 117 (25.32%) Big Data
3 96 (20.78%) SQL Server
4 58 (12.55%) Data Mining
5 52 (11.26%) SQL Server Integration Services
6 51 (11.04%) QlikView
7 48 (10.39%) Apache Hive
7 48 (10.39%) BusinessObjects
8 47 (10.17%) Data Warehouse
9 40 (8.66%) Relational Database
10 37 (8.01%) GIS
11 35 (7.58%) RDBMS
12 31 (6.71%) SQL Server Reporting Services
13 22 (4.76%) NoSQL
14 21 (4.55%) Spotfire
15 20 (4.33%) Power BI
16 17 (3.68%) Oracle Database
17 16 (3.46%) HBase
17 16 (3.46%) MongoDB
18 14 (3.03%) Apache Cassandra
Development Applications
1 6 (1.30%) Talend Open Studio
2 1 (0.22%) ERwin
2 1 (0.22%) Oracle APEX
2 1 (0.22%) Team Foundation Server
General
1 128 (27.71%) Marketing
2 107 (23.16%) Finance
3 52 (11.26%) Retail
4 46 (9.96%) Banking
5 4 (0.87%) Legal
5 4 (0.87%) Telecoms
6 3 (0.65%) French Language
6 3 (0.65%) Pharmaceutical
7 2 (0.43%) Games
7 2 (0.43%) Investment Banking
8 1 (0.22%) Advertising
8 1 (0.22%) Automotive
8 1 (0.22%) Law
8 1 (0.22%) Manufacturing
8 1 (0.22%) Music Industry
8 1 (0.22%) Retail Banking
Job Titles
1 175 (37.88%) Analyst
2 91 (19.70%) Data Scientist
3 86 (18.61%) Data Analyst
4 49 (10.61%) Consultant
5 46 (9.96%) Analytics Manager
6 43 (9.31%) Marketing Analyst
7 37 (8.01%) Insight Analyst
8 33 (7.14%) Analytics Consultant
9 32 (6.93%) Data Manager
10 31 (6.71%) Data Analytics Manager
10 31 (6.71%) Senior Manager
11 30 (6.49%) Developer
12 29 (6.28%) Senior Analytics Manager
13 28 (6.06%) Digital Analyst
14 23 (4.98%) Business Intelligence Consultant
14 23 (4.98%) Data Consultant
15 22 (4.76%) Marketing Data Analyst
16 20 (4.33%) Business Consultant
16 20 (4.33%) Digital Marketing Analyst
17 19 (4.11%) SAS Analyst
Libraries, Frameworks & Software Standards
1 26 (5.63%) .NET
2 15 (3.25%) HTML
2 15 (3.25%) Web Services
3 8 (1.73%) RESTful
4 6 (1.30%) MLlib
5 5 (1.08%) Flash
5 5 (1.08%) Natural Language Processing
6 4 (0.87%) D3.js
6 4 (0.87%) NumPy
6 4 (0.87%) scikit-learn
7 3 (0.65%) CSS
7 3 (0.65%) jQuery
7 3 (0.65%) TensorFlow
7 3 (0.65%) Theano
8 2 (0.43%) Apache Flex
8 2 (0.43%) Catalyst
8 2 (0.43%) REST
9 1 (0.22%) Middleware
9 1 (0.22%) Spark Streaming
9 1 (0.22%) XML
Miscellaneous
1 279 (60.39%) Analytical Skills
2 143 (30.95%) Statistics
3 106 (22.94%) Visualisation
4 102 (22.08%) Mathematics
5 73 (15.80%) Computer Science
6 36 (7.79%) Credit Risk
7 29 (6.28%) Physics
8 24 (5.19%) Economics
9 19 (4.11%) Algorithms
10 17 (3.68%) User Experience
11 16 (3.46%) Social Media
12 9 (1.95%) Management Information System
12 9 (1.95%) Neural Network
13 7 (1.52%) Data Extraction
13 7 (1.52%) Psychology
14 4 (0.87%) Digital Media
15 3 (0.65%) Chemistry
15 3 (0.65%) Data Centre
15 3 (0.65%) Data Structures
15 3 (0.65%) Social Network
Operating Systems
1 17 (3.68%) Linux
2 12 (2.60%) Unix
3 5 (1.08%) Windows
Processes & Methodologies
1 319 (69.05%) Analytics
2 163 (35.28%) Business Intelligence
3 132 (28.57%) Data Analytics
4 90 (19.48%) Data Modelling
5 88 (19.05%) Data Analysis
6 84 (18.18%) Machine Learning
7 77 (16.67%) ETL
8 69 (14.94%) Data Visualisation
9 57 (12.34%) Predictive Modelling
10 54 (11.69%) Actionable Insight
11 45 (9.74%) Stakeholder Management
12 43 (9.31%) Business Analytics
12 43 (9.31%) Customer Insight
12 43 (9.31%) Statistical Analysis
13 41 (8.87%) Customer Segmentation
14 40 (8.66%) Agile Software Development
15 34 (7.36%) Predictive Analytics
15 34 (7.36%) Project Management
16 31 (6.71%) Statistical Modelling
17 30 (6.49%) Programme Management
Programming Languages
1 295 (63.85%) SQL
2 226 (48.92%) R
3 193 (41.77%) Python
4 101 (21.86%) Java
5 56 (12.12%) MATLAB
6 52 (11.26%) VBA
7 39 (8.44%) Scala
8 36 (7.79%) C++
9 35 (7.58%) C#
10 31 (6.71%) T-SQL
11 25 (5.41%) VB.NET
12 21 (4.55%) Perl
12 21 (4.55%) PHP
13 18 (3.90%) JavaScript
14 9 (1.95%) C
15 6 (1.30%) Shell Script
15 6 (1.30%) VB
16 3 (0.65%) PL/SQL
16 3 (0.65%) Ruby
17 2 (0.43%) Clojure
Qualifications
1 193 (41.77%) Degree
2 60 (12.99%) PhD
3 5 (1.08%) BPSS Clearance
4 3 (0.65%) MBA
4 3 (0.65%) PMI Certification
5 2 (0.43%) ITIL Foundation Certificate
6 1 (0.22%) CIMA
6 1 (0.22%) SC Cleared
6 1 (0.22%) Security Cleared
Quality Assurance & Compliance
1 34 (7.36%) Data Quality
2 13 (2.81%) QA
3 4 (0.87%) Actionable Recommendations
3 4 (0.87%) SLA
4 2 (0.43%) IAS 39
5 1 (0.22%) SNOMED CT
System Software
1 13 (2.81%) Apache Flume
2 3 (0.65%) HDFS
3 2 (0.43%) GPFS
Systems Management
1 11 (2.38%) Opscode Chef
2 2 (0.43%) Tivoli
3 1 (0.22%) Graphite
3 1 (0.22%) Systems Management Server (SMS)
Vendors
1 120 (25.97%) Tableau
2 45 (9.74%) Google
3 44 (9.52%) SAP
4 43 (9.31%) Oracle
5 41 (8.87%) Microsoft
6 23 (4.98%) Cognos
7 15 (3.25%) Adobe
7 15 (3.25%) Alteryx
7 15 (3.25%) IBM
8 14 (3.03%) MicroStrategy
9 13 (2.81%) Netezza
10 11 (2.38%) Teradata
11 9 (1.95%) Mapinfo
12 8 (1.73%) Hitachi
13 6 (1.30%) Actimize
13 6 (1.30%) Informatica
13 6 (1.30%) Lavastorm
13 6 (1.30%) Norkom
13 6 (1.30%) Talend
14 5 (1.08%) PayPal
Leeds
Real Staffing
Salary: £30000 - £45000 per annum + competitive
Posted: 2 days ago
Manchester
Churchill Frank
Salary: £30000 - £36000 per annum + benefits package
Posted: 2 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: Yesterday
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 2 days ago
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: Yesterday
Manchester, Lancashire
Oliver James Associates
Salary: £45000 - £61000 per annum
Posted: 2 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 3 days ago
Northampton, Northamptonshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £40000.00 per annum
Posted: 4 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 3 days ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 3 days ago
Bristol, Avon
Robert Half
Salary: £30000 - £35000 per annum + Benefits
Posted: 3 days ago
Northamptonshire
Parallel Consulting
Salary: £28000 - £31000 per annum + bonus, benefits, pension
Posted: 5 days ago
Cheshire
Computer People
Salary: £32000.00 - £36000.00 per annum
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 5 days ago
City, London
Hiring People
Salary: £50k - 60k per year + benefits
Posted: 5 days ago
Manchester
Computer Futures
Salary: £50000 - £80000 per annum + Strong
Posted: 13 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 8 days ago
Belfast
Churchill Frank
Salary: £25000 - £35000 per annum + BONUS, PENSION
Posted: 23 days ago
North West London
JP Boden & Co Ltd
Posted: 23 days ago
London
Venturi
Salary: £35000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 20 days ago
Bristol, Avon
myBench Ltd
Salary: Competitive
Posted: 24 days ago