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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
SPSS
UK
Rank 669 636 630
Rank change year-on-year
-33 -6
Permanent jobs citing SPSS 176 299 330
As % of all permanent IT jobs located in the UK 0.21% 0.30% 0.32%
As % of the Applications category 1.65% 2.18% 2.01%
Number of salaries quoted 133 218 279
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 £35,000 £34,900 £30,000
10% offered a salary of more than £74,500 £67,500 £70,000
UK excluding London median salary £40,000 £47,500 £45,000
% change year-on-year
-15.78% +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
10677 13746 16408
As % of all permanent IT jobs located in the UK 12.70% 13.73% 15.92%
Number of salaries quoted 8816 11163 13473
Median salary £37,500 £38,000 £37,500
Median salary % change year-on-year
-1.31% +1.33%
90% offered a salary of more than £23,000 £23,500 £22,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £35,000 £35,000 £34,748
% change year-on-year
- +0.72%

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 18 January 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 18 January 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 -21 171 £45,000 -5.26% 33
London +12 91 £55,000 +15.78% 15
East Midlands +20 17 £45,000 +50.00% 2
West Midlands +2 17 £37,000 -1.33% 4
South West +14 12 £50,000 +21.21% 1
East of England +30 10 £40,000 -23.80% 1
Northampton +22 10 £36,250 - 1
Northamptonshire +17 10 £36,250 - 1
North West -14 10 £50,000 -41.17% 3
City of London +17 8 £55,000 +2.32% 1
South East -12 8 £40,750 -22.38% 4
Warwickshire - 8 £37,000 -
Hertfordshire +15 7 - -
St Albans +2 7 - -
Birmingham -12 7 £41,250 +7.14% 2
Nuneaton - 7 £37,000 -
Leicestershire - 7 £45,000 - 1
Yorkshire +23 5 £35,000 - 3
Somerset +9 5 £50,000 -23.07%
Leicester - 5 £45,000 -
Surrey +30 4 £44,000 -19.63% 2
Bristol +15 4 £36,250 +3.57% 1
Manchester - 4 £57,500 - 3
Leeds +27 3 £35,000 - 3
West Yorkshire +21 3 £35,000 - 3
Cheshire +12 3 £34,000 -60.00%
Guildford +26 2 £44,000 -2.22%
Wiltshire +22 2 £50,000 +5.26%
West Sussex +13 2 £52,250 +58.33%
Cambridge +4 2 £40,000 -52.94% 1

SPSS
Top 30 Related IT Skills

For the 6 months to 18 January 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.

1 361 (81.86%) SAS
2 305 (69.16%) Analytics
3 293 (66.44%) SQL
4 271 (61.45%) Analytical Skills
5 220 (49.89%) R
6 181 (41.04%) Business Intelligence
7 179 (40.59%) Python
8 164 (37.19%) Degree
9 141 (31.97%) Marketing
10 128 (29.02%) Tableau
11 120 (27.21%) Big Data
11 120 (27.21%) Statistics
12 119 (26.98%) Hadoop
13 113 (25.62%) Data Analytics
14 102 (23.13%) Finance
15 98 (22.22%) Visualisation
16 89 (20.18%) SQL Server
17 88 (19.95%) Mathematics
18 75 (17.01%) Data Analysis
19 74 (16.78%) Java
20 73 (16.55%) Machine Learning
21 72 (16.33%) Data Modelling
22 67 (15.19%) Retail
22 67 (15.19%) ETL
23 64 (14.51%) MS Excel
24 62 (14.06%) Predictive Modelling
25 61 (13.83%) Data Visualisation
26 59 (13.38%) Actionable Insight
27 58 (13.15%) Credit Risk
28 56 (12.70%) PhD

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
1 361 (81.86%) SAS
2 54 (12.24%) Apache Spark
3 33 (7.48%) Apache Pig
4 17 (3.85%) Apache
5 8 (1.81%) ArcGIS
6 4 (0.91%) OpenStack
7 2 (0.45%) SharePoint
8 1 (0.23%) Adobe Experience Manager
8 1 (0.23%) Elasticsearch
Applications
1 64 (14.51%) MS Excel
2 33 (7.48%) MS PowerPoint
3 24 (5.44%) Stata
4 18 (4.08%) MS Office
5 6 (1.36%) Spreadsheet
6 5 (1.13%) EViews
7 3 (0.68%) S-PLUS
8 2 (0.45%) CPLEX
8 2 (0.45%) MS Visio
9 1 (0.23%) Gephi
9 1 (0.23%) Maple
9 1 (0.23%) Simulink
Business Applications
1 29 (6.58%) FastStats
2 8 (1.81%) Dynamics CRM
2 8 (1.81%) Dynamics NAV
3 2 (0.45%) Adobe Campaign
3 2 (0.45%) Oracle Financials
3 2 (0.45%) SAP InfiniteInsight
3 2 (0.45%) Unica
3 2 (0.45%) WebTrends
4 1 (0.23%) Data Workbench
4 1 (0.23%) FastStats PeopleStage
4 1 (0.23%) Kissmetrics
4 1 (0.23%) SAP MDM
4 1 (0.23%) SAP Oil and Gas
Cloud Services
1 29 (6.58%) Google Analytics
2 20 (4.54%) Google Cloud Platform
3 19 (4.31%) Amazon AWS
4 16 (3.63%) Cloud Computing
5 12 (2.72%) Amazon EC2
6 11 (2.49%) Adobe Analytics
7 9 (2.04%) Amazon EMR
8 3 (0.68%) Amazon S3
8 3 (0.68%) AWS Data Pipeline
9 2 (0.45%) AWS Lambda
10 1 (0.23%) Microsoft Azure
10 1 (0.23%) Responsys
10 1 (0.23%) Silverpop
Communications & Networking
1 4 (0.91%) SMS
2 1 (0.23%) Internet
2 1 (0.23%) Intranet
Database & Business Intelligence
1 120 (27.21%) Big Data
2 119 (26.98%) Hadoop
3 89 (20.18%) SQL Server
4 52 (11.79%) Apache Hive
5 51 (11.56%) QlikView
6 48 (10.88%) Data Warehouse
7 47 (10.66%) SQL Server Integration Services
8 46 (10.43%) Data Mining
9 45 (10.20%) BusinessObjects
10 42 (9.52%) Relational Database
11 33 (7.48%) RDBMS
12 32 (7.26%) GIS
12 32 (7.26%) Power BI
13 27 (6.12%) SQL Server Reporting Services
14 20 (4.54%) NoSQL
15 17 (3.85%) Oracle Database
16 16 (3.63%) Spotfire
17 15 (3.40%) MongoDB
18 13 (2.95%) HBase
19 12 (2.72%) Apache Cassandra
Development Applications
1 8 (1.81%) Talend Open Studio
2 2 (0.45%) Team Foundation Server
3 1 (0.23%) ERwin
3 1 (0.23%) JIRA
3 1 (0.23%) Oracle APEX
General
1 141 (31.97%) Marketing
2 102 (23.13%) Finance
3 67 (15.19%) Retail
4 48 (10.88%) Banking
5 9 (2.04%) Games
6 5 (1.13%) Legal
7 4 (0.91%) Retail Banking
7 4 (0.91%) Telecoms
8 3 (0.68%) Law
9 2 (0.45%) Advertising
9 2 (0.45%) Investment Banking
9 2 (0.45%) Publishing
10 1 (0.23%) French Language
10 1 (0.23%) German Language
10 1 (0.23%) Manufacturing
10 1 (0.23%) Military
10 1 (0.23%) Music Industry
10 1 (0.23%) Pharmaceutical
Job Titles
1 179 (40.59%) Analyst
2 80 (18.14%) Data Scientist
3 68 (15.42%) Data Analyst
4 48 (10.88%) Analytics Manager
5 46 (10.43%) Consultant
6 43 (9.75%) Marketing Analyst
7 41 (9.30%) Insight Analyst
8 33 (7.48%) Data Analytics Manager
9 30 (6.80%) Analytics Consultant
10 28 (6.35%) Senior Manager
11 27 (6.12%) Senior Analytics Manager
12 26 (5.90%) Developer
12 26 (5.90%) Digital Analyst
13 25 (5.67%) Data Manager
14 23 (5.22%) Business Intelligence Consultant
15 22 (4.99%) Data Consultant
16 20 (4.54%) Business Consultant
17 19 (4.31%) SAS Analyst
18 18 (4.08%) Senior Data Scientist
19 17 (3.85%) Senior Analyst
Libraries, Frameworks & Software Standards
1 21 (4.76%) .NET
2 10 (2.27%) HTML
2 10 (2.27%) Web Services
3 8 (1.81%) MLlib
3 8 (1.81%) RESTful
4 7 (1.59%) Natural Language Processing
5 6 (1.36%) NumPy
6 5 (1.13%) scikit-learn
7 3 (0.68%) CSS
7 3 (0.68%) TensorFlow
7 3 (0.68%) Theano
8 2 (0.45%) Apache Flex
8 2 (0.45%) Catalyst
8 2 (0.45%) REST
9 1 (0.23%) ASP.NET
9 1 (0.23%) D3.js
9 1 (0.23%) Kafka
9 1 (0.23%) Pandas
9 1 (0.23%) SciPy
9 1 (0.23%) Spark Streaming
Miscellaneous
1 271 (61.45%) Analytical Skills
2 120 (27.21%) Statistics
3 98 (22.22%) Visualisation
4 88 (19.95%) Mathematics
5 58 (13.15%) Credit Risk
6 56 (12.70%) Computer Science
7 29 (6.58%) Economics
8 23 (5.22%) Physics
9 19 (4.31%) Algorithms
10 17 (3.85%) Social Media
11 9 (2.04%) Data Extraction
11 9 (2.04%) User Experience
12 8 (1.81%) Neural Network
13 5 (1.13%) Management Information System
14 3 (0.68%) Artificial Intelligence
14 3 (0.68%) Chemistry
14 3 (0.68%) Data Centre
14 3 (0.68%) Digital Media
15 2 (0.45%) Cybercrime
15 2 (0.45%) Fintech
Operating Systems
1 16 (3.63%) Unix
2 15 (3.40%) Linux
3 5 (1.13%) Windows
Processes & Methodologies
1 305 (69.16%) Analytics
2 181 (41.04%) Business Intelligence
3 113 (25.62%) Data Analytics
4 75 (17.01%) Data Analysis
5 73 (16.55%) Machine Learning
6 72 (16.33%) Data Modelling
7 67 (15.19%) ETL
8 62 (14.06%) Predictive Modelling
9 61 (13.83%) Data Visualisation
10 59 (13.38%) Actionable Insight
11 47 (10.66%) Agile Software Development
12 44 (9.98%) Customer Segmentation
12 44 (9.98%) Statistical Analysis
13 41 (9.30%) Business Analytics
13 41 (9.30%) Stakeholder Management
14 38 (8.62%) Predictive Analytics
14 38 (8.62%) Statistical Modelling
14 38 (8.62%) Web Analytics
15 31 (7.03%) Project Management
16 29 (6.58%) Customer Insight
Programming Languages
1 293 (66.44%) SQL
2 220 (49.89%) R
3 179 (40.59%) Python
4 74 (16.78%) Java
5 53 (12.02%) VBA
6 49 (11.11%) MATLAB
7 44 (9.98%) Scala
8 30 (6.80%) C#
9 25 (5.67%) T-SQL
10 24 (5.44%) C++
11 20 (4.54%) VB.NET
12 19 (4.31%) PHP
13 13 (2.95%) JavaScript
13 13 (2.95%) Perl
14 10 (2.27%) Shell Script
15 7 (1.59%) C
16 6 (1.36%) VB
17 3 (0.68%) PL/SQL
17 3 (0.68%) Ruby
18 2 (0.45%) Clojure
Qualifications
1 164 (37.19%) Degree
2 56 (12.70%) PhD
3 4 (0.91%) Postgraduate
4 3 (0.68%) BPSS Clearance
4 3 (0.68%) MBA
5 2 (0.45%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 36 (8.16%) Data Quality
2 10 (2.27%) QA
3 3 (0.68%) Actionable Recommendations
4 2 (0.45%) IAS 39
4 2 (0.45%) SLA
5 1 (0.23%) SNOMED CT
System Software
1 9 (2.04%) Apache Flume
2 2 (0.45%) HDFS
3 1 (0.23%) GPFS
Systems Management
1 6 (1.36%) Opscode Chef
2 2 (0.45%) Tivoli
3 1 (0.23%) Graphite
3 1 (0.23%) Systems Management Server (SMS)
Vendors
1 128 (29.02%) Tableau
2 48 (10.88%) Google
3 44 (9.98%) Microsoft
4 39 (8.84%) SAP
5 38 (8.62%) Oracle
6 17 (3.85%) Cognos
7 15 (3.40%) Adobe
7 15 (3.40%) Netezza
7 15 (3.40%) Teradata
8 11 (2.49%) Alteryx
9 10 (2.27%) IBM
10 8 (1.81%) Mapinfo
10 8 (1.81%) Talend
11 7 (1.59%) MicroStrategy
12 6 (1.36%) Actimize
12 6 (1.36%) Informatica
12 6 (1.36%) Lavastorm
12 6 (1.36%) Norkom
13 4 (0.91%) Hitachi
13 4 (0.91%) Vertica
Leeds, West Yorkshire
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: Yesterday
South West London
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: Yesterday
London
Talendrone.com
Salary: Negotiable
Posted: 20 hours ago
Cambridge, Cambridgeshire
Hanover IT Recruitment
Salary: plus bonus and benefits
Posted: 14 hours ago
Richmond, Surrey
Searchability
Salary: £30000 - £40000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: Yesterday
London
Venturi
Salary: £30000.00 - £37500.00 per annum + Excellent Benefits
Posted: Yesterday
London
Redrock Consulting Ltd
Salary: £0.00 per annum
Posted: Yesterday
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £37500.00 per annum + Benefits
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 2 days ago
Buckinghamshire
Verticality Ltd
Salary: £32000 - £38000 per annum
Posted: 2 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
West London
Michael Page Technology
Salary: £45000 - £50000 per annum + Benefits
Posted: 6 days ago
Northampton, Northamptonshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Surrey
Churchill Frank
Salary: £75000 - £85000 per annum + Lifestyle
Posted: 5 days ago
Sutton Coldfield, West Midlands
Defence Infrastructure Organisation
Posted: 7 days ago
London
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 5 days ago
Birmingham
Interquest - Korus Group - Brighton
Salary: £25000 - £37000 per annum
Posted: 15 days ago
Bristol, Avon
Square One Resources
Salary: From £30,000 to £50,000 per annum
Posted: 5 days ago
West London
Martin & Conley
Salary: From £65,000 to £75,000 per annum
Posted: 7 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 15 days ago
Manchester
Computer Futures
Salary: £60000 - £80000 per annum + Strong
Posted: 21 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 20 days ago