The table below looks at the statistics for SPSS skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
SPSS
Rank 691 560 614
Rank change year-on-year
-131 +54
Permanent jobs citing SPSS 207 423 391
As % of all permanent IT jobs located in England 0.23% 0.41% 0.35%
As % of the Applications category 1.72% 2.81% 2.27%
Number of salaries quoted 164 300 300
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year
+5.26% -5.00%
90% offered a salary of more than £31,400 £32,500 £34,000
10% offered a salary of more than £77,300 £80,000 £80,000
UK excluding London median salary £50,000 £44,500 £41,500
% change year-on-year
+12.35% +7.22%
SPSS
UK

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

Applications Category
England
Permanent IT job ads with a match in the
Applications category
12037 15060 17230
As % of all permanent IT jobs located in England 13.14% 14.56% 15.30%
Number of salaries quoted 10034 12272 14137
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £23,000 £22,500 £22,500
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in England

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

SPSS Jobs Demand Trend in England

SPSS
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS across the England region.

SPSS Salary Trend in England

SPSS
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing SPSS across the England region over the 3 months to 30 June 2016.

SPSS Salary Histogram in England

SPSS
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the England region over the 3 months to 30 June 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
London -120 138 £50,000 - 8
South West +35 23 £60,000 +60.00% 4
South East -9 15 £33,500 -25.55% 3
Yorkshire +17 9 £45,000 +95.65% 2
North West +15 9 £52,500 +17.97% 1
East of England +30 7 £45,000 +9.09%
West Midlands -26 4 £33,250 +2.30%
East Midlands +11 2 £30,000 -38.77%
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 30 June 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 across the England region with a requirement for SPSS.

1 355 (72.15%) SAS
2 334 (67.89%) Analytics
3 287 (58.33%) Analytical Skills
4 265 (53.86%) SQL
5 202 (41.06%) R
6 191 (38.82%) Degree
7 157 (31.91%) Python
8 152 (30.89%) Business Intelligence
9 146 (29.67%) Marketing
9 146 (29.67%) Data Analytics
10 138 (28.05%) Finance
11 130 (26.42%) Statistics
12 112 (22.76%) Visualisation
13 106 (21.54%) Big Data
14 104 (21.14%) Tableau
15 98 (19.92%) Data Mining
16 96 (19.51%) Data Visualisation
17 88 (17.89%) Mathematics
18 87 (17.68%) SQL Server
18 87 (17.68%) Java
19 86 (17.48%) Data Analysis
20 72 (14.63%) Hadoop
20 72 (14.63%) SQL Server Reporting Services
21 71 (14.43%) BusinessObjects
22 70 (14.23%) Computer Science
23 67 (13.62%) Data Modelling
24 65 (13.21%) Statistical Modelling
25 61 (12.40%) Google
25 61 (12.40%) SQL Server Integration Services
26 60 (12.20%) Oracle

SPSS
Top Related IT Skills in England 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
1 355 (72.15%) SAS
2 32 (6.50%) Apache Spark
3 20 (4.07%) Apache Pig
4 11 (2.24%) SharePoint
5 4 (0.81%) Apache
6 3 (0.61%) ArcGIS
6 3 (0.61%) Elasticsearch
7 2 (0.41%) Adobe Experience Manager
8 1 (0.20%) Skype for Business
Applications
1 46 (9.35%) MS Excel
2 16 (3.25%) MS PowerPoint
3 12 (2.44%) MS Office
4 8 (1.63%) Stata
5 4 (0.81%) EViews
5 4 (0.81%) Weka
6 3 (0.61%) Spreadsheet
7 2 (0.41%) Gephi
7 2 (0.41%) MS Visio
8 1 (0.20%) InVision
8 1 (0.20%) OmniGraffle
8 1 (0.20%) Photoshop
8 1 (0.20%) S-PLUS
Business Applications
1 18 (3.66%) FastStats
2 4 (0.81%) WebTrends
3 3 (0.61%) Eloqua
3 3 (0.61%) SAP InfiniteInsight
3 3 (0.61%) SAP Oil and Gas
3 3 (0.61%) Unica
4 2 (0.41%) Adobe Campaign
4 2 (0.41%) FastStats PeopleStage
5 1 (0.20%) Aareon QL
5 1 (0.20%) Academy Housing
5 1 (0.20%) MIS ActiveH
5 1 (0.20%) Northgate Housing
5 1 (0.20%) OPENHousing
5 1 (0.20%) Orchard Housing
Cloud Services
1 54 (10.98%) Google Analytics
2 26 (5.28%) Adobe Analytics
3 15 (3.05%) Google Tag Manager
4 5 (1.02%) Amazon AWS
5 4 (0.81%) Amazon EMR
5 4 (0.81%) Cloud Computing
6 3 (0.61%) Amazon EC2
7 2 (0.41%) Silverpop
8 1 (0.20%) SaaS
8 1 (0.20%) SmartFocus
Communications & Networking
1 3 (0.61%) Internet
2 2 (0.41%) SMS
3 1 (0.20%) Broadband
Database & Business Intelligence
1 106 (21.54%) Big Data
2 98 (19.92%) Data Mining
3 87 (17.68%) SQL Server
4 72 (14.63%) Hadoop
4 72 (14.63%) SQL Server Reporting Services
5 71 (14.43%) BusinessObjects
6 61 (12.40%) SQL Server Integration Services
7 47 (9.55%) QlikView
8 43 (8.74%) Data Warehouse
9 37 (7.52%) Relational Database
10 31 (6.30%) GIS
11 23 (4.67%) NoSQL
12 21 (4.27%) Apache Hive
13 17 (3.46%) Spotfire
14 15 (3.05%) SQL Server Analysis Services
15 14 (2.85%) MongoDB
16 12 (2.44%) Base SAS
17 11 (2.24%) Apache Cassandra
17 11 (2.24%) KNIME
17 11 (2.24%) MS Access
Development Applications
1 12 (2.44%) Team Foundation Server
2 8 (1.63%) Visual Studio
3 7 (1.42%) ERwin
4 1 (0.20%) Axure RP
4 1 (0.20%) Balsamiq Mockups
4 1 (0.20%) SQL Server Management Studio (SSMS)
4 1 (0.20%) Talend Open Studio
4 1 (0.20%) Toad
General
1 146 (29.67%) Marketing
2 138 (28.05%) Finance
3 41 (8.33%) Retail
4 32 (6.50%) Banking
5 14 (2.85%) Games
5 14 (2.85%) Telecoms
6 9 (1.83%) French Language
7 8 (1.63%) Legal
8 7 (1.42%) Advertising
9 6 (1.22%) Pharmaceutical
10 5 (1.02%) General Ledger
10 5 (1.02%) German Language
10 5 (1.02%) Publishing
10 5 (1.02%) Spanish Language
11 4 (0.81%) Retail Banking
12 3 (0.61%) Electronics
12 3 (0.61%) Manufacturing
13 2 (0.41%) Automotive
13 2 (0.41%) Italian Language
13 2 (0.41%) Russian Language
Job Titles
1 200 (40.65%) Analyst
2 82 (16.67%) Data Scientist
3 69 (14.02%) Data Analyst
4 64 (13.01%) Analytics Manager
5 54 (10.98%) Insight Analyst
6 53 (10.77%) Senior Manager
7 51 (10.37%) Senior Analyst
8 48 (9.76%) Data Manager
8 48 (9.76%) Senior Analytics Manager
9 41 (8.33%) Consultant
10 40 (8.13%) SAS Analyst
11 36 (7.32%) Data Analytics Manager
12 28 (5.69%) Senior Data Scientist
12 28 (5.69%) SPSS Analyst
13 27 (5.49%) Analytics Consultant
13 27 (5.49%) Senior Technical Manager
13 27 (5.49%) SQL Analyst
13 27 (5.49%) Technical Manager
14 20 (4.07%) Fraud Manager
15 19 (3.86%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 30 (6.10%) .NET
2 20 (4.07%) HTML
3 18 (3.66%) Flash
4 9 (1.83%) NumPy
4 9 (1.83%) Pandas
4 9 (1.83%) SciPy
5 7 (1.42%) scikit-learn
6 6 (1.22%) D3.js
7 5 (1.02%) Middleware
8 4 (0.81%) Matplotlib
8 4 (0.81%) Web Services
9 3 (0.61%) jQuery
10 2 (0.41%) CSS
10 2 (0.41%) Natural Language Processing
11 1 (0.20%) AngularJS
11 1 (0.20%) COM
Miscellaneous
1 287 (58.33%) Analytical Skills
2 130 (26.42%) Statistics
3 112 (22.76%) Visualisation
4 88 (17.89%) Mathematics
5 70 (14.23%) Computer Science
6 32 (6.50%) Credit Risk
7 31 (6.30%) User Experience
8 30 (6.10%) Economics
9 26 (5.28%) Management Information System
10 18 (3.66%) Psychology
11 17 (3.46%) Physics
12 13 (2.64%) Algorithms
13 12 (2.44%) Smart Meter
14 10 (2.03%) Freedom of Information
14 10 (2.03%) Mobile App
15 9 (1.83%) iPad
15 9 (1.83%) Social Media
16 8 (1.63%) Artificial Intelligence
17 7 (1.42%) Data Structures
18 6 (1.22%) Neural Network
Operating Systems
1 12 (2.44%) Linux
2 9 (1.83%) Unix
Processes & Methodologies
1 334 (67.89%) Analytics
2 152 (30.89%) Business Intelligence
3 146 (29.67%) Data Analytics
4 96 (19.51%) Data Visualisation
5 86 (17.48%) Data Analysis
6 67 (13.62%) Data Modelling
7 65 (13.21%) Statistical Modelling
8 58 (11.79%) Stakeholder Management
9 57 (11.59%) Machine Learning
10 56 (11.38%) Project Management
11 53 (10.77%) ETL
12 52 (10.57%) Predictive Modelling
13 50 (10.16%) Statistical Analysis
14 41 (8.33%) CRM
15 37 (7.52%) Data Management
16 35 (7.11%) Anti-Money Laundering
16 35 (7.11%) Customer Insight
16 35 (7.11%) Information Management
17 32 (6.50%) CHAID
17 32 (6.50%) Programme Management
Programming Languages
1 265 (53.86%) SQL
2 202 (41.06%) R
3 157 (31.91%) Python
4 87 (17.68%) Java
5 55 (11.18%) MATLAB
6 38 (7.72%) VBA
7 36 (7.32%) C++
8 34 (6.91%) C#
8 34 (6.91%) T-SQL
9 28 (5.69%) VB.NET
10 23 (4.67%) JavaScript
11 21 (4.27%) Scala
12 19 (3.86%) Perl
13 7 (1.42%) Bash Shell
13 7 (1.42%) Cython
13 7 (1.42%) PHP
13 7 (1.42%) PL/SQL
14 6 (1.22%) SAS Macro
15 5 (1.02%) VB
16 3 (0.61%) C
Qualifications
1 191 (38.82%) Degree
2 48 (9.76%) PhD
3 12 (2.44%) CITP
4 10 (2.03%) Security Cleared
5 8 (1.63%) SC Cleared
6 4 (0.81%) BPSS Clearance
7 3 (0.61%) Postgraduate
8 2 (0.41%) CIMA
8 2 (0.41%) PMI Certification
9 1 (0.20%) MBA
Quality Assurance & Compliance
1 31 (6.30%) Data Quality
2 7 (1.42%) CRD IV
2 7 (1.42%) EMIR
2 7 (1.42%) ISO 9001
2 7 (1.42%) MiFID
2 7 (1.42%) QA
2 7 (1.42%) TickIT
3 5 (1.02%) Solvency II
4 4 (0.81%) SLA
5 2 (0.41%) Basel II
System Software
1 8 (1.63%) GPFS
2 4 (0.81%) Apache Flume
3 2 (0.41%) HDFS
Systems Management
1 7 (1.42%) Tivoli
1 7 (1.42%) Tivoli Storage Manager
2 4 (0.81%) Opscode Chef
3 2 (0.41%) Cisco IPCC
Vendors
1 104 (21.14%) Tableau
2 61 (12.40%) Google
3 60 (12.20%) Oracle
4 48 (9.76%) Microsoft
5 43 (8.74%) SAP
6 31 (6.30%) Adobe
7 25 (5.08%) IBM
8 24 (4.88%) Cognos
9 18 (3.66%) PayPal
10 15 (3.05%) MicroStrategy
11 11 (2.24%) RapidMiner
12 9 (1.83%) Alteryx
13 8 (1.63%) Netezza
14 7 (1.42%) Intel
15 6 (1.22%) Informatica
15 6 (1.22%) Teradata
16 5 (1.02%) Salesforce.com
16 5 (1.02%) Sybase
17 4 (0.81%) Minitab
17 4 (0.81%) Omniture
South West
Harrington Starr
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Reading, Berkshire
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: Yesterday
Leeds, West Yorkshire
Rullion IT Plus
Salary: £26000 - £44000 per annum + Bonus + Ex Bens
Posted: 2 days ago
Reading, Berkshire
Oliver James Associates
Salary: £75000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
City, London
Oxbridge Answers
Salary: 35000 - 40000
Posted: 2 days ago
Bristol, Avon
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
Exeter, Devon
set2recruit
Salary: Competitive Salary and Benefits Package
Posted: 5 days ago
Bristol, Avon
Cognizant
Posted: 7 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Highly Competitive
Posted: 5 days ago
London
Lawrence Harvey
Salary: £70000 - £82000 per annum + 10% Bonus + Pension + Health
Posted: 8 days ago
London
EY
Salary: Competitive
Posted: 7 days ago
London
Venturi
Salary: £40000.00 - £44000.00 per annum + Bonus and Benefits
Posted: 8 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £70000 per annum + bonus + Benefits
Posted: 8 days ago
Manchester
Robert Walters UK
Salary: £33000 - £45000 per annum
Posted: 17 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 23 days ago
London
Hitachi Consulting UK
Salary: From £75,000 to £95,000 per annum Incl Benefits + Bonus
Posted: 14 days ago