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 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
SPSS
Rank 690 547 602
Rank change year-on-year
-143 +55
Permanent jobs citing SPSS 216 411 394
As % of all permanent IT jobs located in England 0.23% 0.41% 0.36%
As % of the Applications category 1.71% 2.80% 2.34%
Number of salaries quoted 181 317 307
Median salary £50,000 £45,000 £49,000
Median salary % change year-on-year
+11.11% -8.16%
90% offered a salary of more than £32,000 £32,500 £35,000
10% offered a salary of more than £77,000 £75,000 £80,000
UK excluding London median salary £50,000 £44,250 £41,500
% change year-on-year
+12.99% +6.62%
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
12649 14656 16823
As % of all permanent IT jobs located in England 13.55% 14.71% 15.24%
Number of salaries quoted 10533 11902 13831
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £23,000 £22,500 £23,000
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £35,000 £35,000 £34,000
% change year-on-year
- +2.94%

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 27 May 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 27 May 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 -74 150 £50,000 -4.76% 25
South West +11 20 £60,000 +53.84% 4
South East -49 17 £36,000 -20.00% 4
Yorkshire -14 9 £50,000 +117.39% 4
East of England +21 8 £47,500 +46.15%
North West +5 7 £51,250 +72.26% 3
West Midlands -27 4 £29,500 -26.25%
East Midlands +8 1 £30,000 -25.00%
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 27 May 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.

1 381 (73.13%) SAS
2 329 (63.15%) Analytics
3 288 (55.28%) Analytical Skills
4 250 (47.98%) SQL
5 192 (36.85%) R
6 190 (36.47%) Degree
7 169 (32.44%) Business Intelligence
8 154 (29.56%) Finance
9 151 (28.98%) Data Analytics
10 149 (28.60%) Marketing
11 138 (26.49%) Python
12 129 (24.76%) Statistics
13 111 (21.31%) Visualisation
14 109 (20.92%) Tableau
15 108 (20.73%) Big Data
16 96 (18.43%) Data Mining
17 95 (18.23%) Data Visualisation
18 90 (17.27%) BusinessObjects
19 89 (17.08%) Data Analysis
20 88 (16.89%) Mathematics
21 87 (16.70%) SQL Server
22 78 (14.97%) Data Modelling
23 74 (14.20%) SQL Server Reporting Services
24 72 (13.82%) Oracle
25 70 (13.44%) Statistical Modelling
25 70 (13.44%) Java
26 66 (12.67%) Hadoop
27 65 (12.48%) QlikView
28 64 (12.28%) ETL
28 64 (12.28%) SQL Server Integration Services

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
1 381 (73.13%) SAS
2 25 (4.80%) Apache Spark
3 13 (2.50%) Apache Pig
4 12 (2.30%) SharePoint
5 4 (0.77%) Elasticsearch
6 2 (0.38%) Adobe Experience Manager
6 2 (0.38%) ArcGIS
7 1 (0.19%) Apache
7 1 (0.19%) Skype for Business
Applications
1 57 (10.94%) MS Excel
2 10 (1.92%) MS Office
2 10 (1.92%) MS PowerPoint
3 6 (1.15%) Stata
4 3 (0.58%) EViews
4 3 (0.58%) Spreadsheet
4 3 (0.58%) Weka
5 2 (0.38%) Gephi
5 2 (0.38%) MS Visio
6 1 (0.19%) OmniGraffle
6 1 (0.19%) Photoshop
6 1 (0.19%) S-PLUS
Business Applications
1 17 (3.26%) FastStats
2 6 (1.15%) Adobe Campaign
3 5 (0.96%) SAP InfiniteInsight
4 3 (0.58%) SAP Oil and Gas
5 2 (0.38%) FastStats PeopleStage
5 2 (0.38%) Unica
6 1 (0.19%) Aareon QL
6 1 (0.19%) Academy Housing
6 1 (0.19%) Eloqua
6 1 (0.19%) MIS ActiveH
6 1 (0.19%) Northgate Housing
6 1 (0.19%) OPENHousing
6 1 (0.19%) Oracle BPM
6 1 (0.19%) Orchard Housing
6 1 (0.19%) SAP MDM
6 1 (0.19%) WebTrends
Cloud Services
1 48 (9.21%) Google Analytics
2 23 (4.41%) Adobe Analytics
3 13 (2.50%) Google Tag Manager
4 2 (0.38%) Silverpop
5 1 (0.19%) Amazon AWS
5 1 (0.19%) Amazon EMR
5 1 (0.19%) Cloud Computing
5 1 (0.19%) SmartFocus
Communications & Networking
1 4 (0.77%) Internet
2 1 (0.19%) Broadband
2 1 (0.19%) SMS
Database & Business Intelligence
1 108 (20.73%) Big Data
2 96 (18.43%) Data Mining
3 90 (17.27%) BusinessObjects
4 87 (16.70%) SQL Server
5 74 (14.20%) SQL Server Reporting Services
6 66 (12.67%) Hadoop
7 65 (12.48%) QlikView
8 64 (12.28%) SQL Server Integration Services
9 55 (10.56%) Data Warehouse
10 33 (6.33%) Relational Database
11 32 (6.14%) GIS
12 25 (4.80%) Spotfire
13 20 (3.84%) NoSQL
14 16 (3.07%) Base SAS
14 16 (3.07%) SQL Server Analysis Services
15 15 (2.88%) Apache Hive
16 14 (2.69%) MongoDB
17 13 (2.50%) MS Access
18 11 (2.11%) Apache Cassandra
19 9 (1.73%) SAS EBI
Development Applications
1 12 (2.30%) Team Foundation Server
2 10 (1.92%) ERwin
3 8 (1.54%) Visual Studio
4 1 (0.19%) Axure RP
4 1 (0.19%) Balsamiq Mockups
4 1 (0.19%) Oracle APEX
4 1 (0.19%) SQL Server Management Studio (SSMS)
4 1 (0.19%) Toad
General
1 154 (29.56%) Finance
2 149 (28.60%) Marketing
3 53 (10.17%) Retail
4 40 (7.68%) Banking
5 16 (3.07%) Games
5 16 (3.07%) Telecoms
6 12 (2.30%) Pharmaceutical
7 8 (1.54%) General Ledger
7 8 (1.54%) Legal
8 7 (1.34%) French Language
9 6 (1.15%) Advertising
9 6 (1.15%) German Language
9 6 (1.15%) Spanish Language
10 5 (0.96%) Financial Institution
10 5 (0.96%) Publishing
11 4 (0.77%) Brand Awareness
12 3 (0.58%) Electronics
12 3 (0.58%) Italian Language
12 3 (0.58%) Manufacturing
12 3 (0.58%) Retail Banking
Job Titles
1 220 (42.23%) Analyst
2 78 (14.97%) Data Analyst
3 71 (13.63%) Data Scientist
4 60 (11.52%) Analytics Manager
5 54 (10.36%) Insight Analyst
6 51 (9.79%) Senior Analyst
7 50 (9.60%) Senior Manager
8 49 (9.40%) Data Manager
9 47 (9.02%) Senior Analytics Manager
10 46 (8.83%) Consultant
11 43 (8.25%) SAS Analyst
12 37 (7.10%) Data Analytics Manager
13 31 (5.95%) Analytics Consultant
13 31 (5.95%) SPSS Analyst
14 29 (5.57%) SQL Analyst
15 28 (5.37%) Senior Technical Manager
15 28 (5.37%) Technical Manager
16 27 (5.18%) Senior Data Scientist
17 19 (3.65%) Developer
17 19 (3.65%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 31 (5.95%) .NET
2 17 (3.26%) HTML
3 15 (2.88%) Flash
4 8 (1.54%) Middleware
4 8 (1.54%) NumPy
4 8 (1.54%) Pandas
4 8 (1.54%) SciPy
5 6 (1.15%) D3.js
5 6 (1.15%) scikit-learn
6 3 (0.58%) Matplotlib
7 2 (0.38%) CSS
7 2 (0.38%) jQuery
7 2 (0.38%) Natural Language Processing
8 1 (0.19%) AngularJS
8 1 (0.19%) COM
Miscellaneous
1 288 (55.28%) Analytical Skills
2 129 (24.76%) Statistics
3 111 (21.31%) Visualisation
4 88 (16.89%) Mathematics
5 60 (11.52%) Computer Science
6 36 (6.91%) Economics
7 32 (6.14%) Credit Risk
8 28 (5.37%) Management Information System
9 26 (4.99%) User Experience
10 18 (3.45%) Smart Meter
11 16 (3.07%) Psychology
12 14 (2.69%) Mobile App
13 13 (2.50%) Freedom of Information
14 12 (2.30%) Algorithms
15 10 (1.92%) Physics
16 8 (1.54%) Data Integration
16 8 (1.54%) iPad
16 8 (1.54%) Social Media
17 7 (1.34%) Artificial Intelligence
17 7 (1.34%) Data Structures
Operating Systems
1 9 (1.73%) Linux
2 8 (1.54%) Unix
Processes & Methodologies
1 329 (63.15%) Analytics
2 169 (32.44%) Business Intelligence
3 151 (28.98%) Data Analytics
4 95 (18.23%) Data Visualisation
5 89 (17.08%) Data Analysis
6 78 (14.97%) Data Modelling
7 70 (13.44%) Statistical Modelling
8 64 (12.28%) ETL
9 62 (11.90%) Stakeholder Management
10 60 (11.52%) Project Management
11 53 (10.17%) Statistical Analysis
12 51 (9.79%) Data Management
12 51 (9.79%) Predictive Modelling
13 50 (9.60%) CRM
14 47 (9.02%) Information Management
15 44 (8.45%) Machine Learning
16 42 (8.06%) Anti-Money Laundering
17 41 (7.87%) Business Analysis
18 40 (7.68%) CHAID
19 31 (5.95%) Programme Management
Programming Languages
1 250 (47.98%) SQL
2 192 (36.85%) R
3 138 (26.49%) Python
4 70 (13.44%) Java
5 44 (8.45%) MATLAB
6 40 (7.68%) VBA
7 35 (6.72%) T-SQL
8 34 (6.53%) C#
9 30 (5.76%) C++
10 28 (5.37%) VB.NET
11 20 (3.84%) JavaScript
12 17 (3.26%) Scala
13 13 (2.50%) Perl
14 9 (1.73%) PL/SQL
15 8 (1.54%) Bash Shell
16 6 (1.15%) Cython
16 6 (1.15%) SAS Macro
16 6 (1.15%) VB
17 2 (0.38%) C
17 2 (0.38%) PHP
Qualifications
1 190 (36.47%) Degree
2 45 (8.64%) PhD
3 18 (3.45%) CITP
4 15 (2.88%) Security Cleared
5 8 (1.54%) SC Cleared
6 4 (0.77%) BPSS Clearance
7 3 (0.58%) Postgraduate
8 1 (0.19%) CIMA
8 1 (0.19%) MBA
Quality Assurance & Compliance
1 47 (9.02%) Data Quality
2 13 (2.50%) CRD IV
2 13 (2.50%) EMIR
2 13 (2.50%) MiFID
3 10 (1.92%) ISO 9001
3 10 (1.92%) TickIT
4 8 (1.54%) Solvency II
5 5 (0.96%) QA
6 3 (0.58%) Basel II
7 2 (0.38%) SLA
System Software
1 7 (1.34%) GPFS
2 2 (0.38%) Apache Flume
3 1 (0.19%) HDFS
Systems Management
1 7 (1.34%) Tivoli
1 7 (1.34%) Tivoli Storage Manager
2 2 (0.38%) Cisco IPCC
3 1 (0.19%) Hadoop YARN
3 1 (0.19%) Oozie
3 1 (0.19%) Opscode Chef
Vendors
1 109 (20.92%) Tableau
2 72 (13.82%) Oracle
3 59 (11.32%) Microsoft
4 57 (10.94%) SAP
5 52 (9.98%) Google
6 39 (7.49%) Cognos
7 33 (6.33%) IBM
8 25 (4.80%) Adobe
9 20 (3.84%) MicroStrategy
10 15 (2.88%) PayPal
11 11 (2.11%) Informatica
11 11 (2.11%) Teradata
12 8 (1.54%) Netezza
12 8 (1.54%) RapidMiner
13 7 (1.34%) Alteryx
13 7 (1.34%) Hyperion
13 7 (1.34%) Intel
14 5 (0.96%) Omniture
15 4 (0.77%) Minitab
16 3 (0.58%) Capita
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: Yesterday
Bath, Avon
Clearwater People Solutions
Salary: £55000 - £65000 Per Annum
Posted: Yesterday
London
Premier IT
Salary: £22000 - £27000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £45,000 per annum + benefits
Posted: 3 days ago
South West London
Eligo Recruitment Ltd
Salary: £40000 - £60000 per annum + OTE 100+ benefits
Posted: 2 days ago
Wimbledon
Eligo Recruitment
Salary: £40000 - £60000 per annum + OTE 100+ benefits
Posted: 2 days ago
South West London
Michael Page Technology
Posted: 15 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: Yesterday
Horsham, West Sussex
Clearwater People Solutions
Salary: £30000 - £32000 Per Annum benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: Yesterday
Milton Keynes, Buckinghamshire
ANSON MCCADE
Salary: £35,000 -£40,000 plus an attractive benefits package
Posted: 2 days ago
Bristol, Avon
Oliver James Associates
Salary: £42500 - £47500 per annum + bonus & pension
Posted: 3 days ago
London
Oliver James Associates
Salary: £65000 - £75000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 3 days ago
Leeds, West Yorkshire
Digicentric
Salary: From £40,000 to £50,000 per annum Excellent benefits package
Posted: 6 days ago
London
Churchill Frank
Salary: £60000 - £85000 per annum
Posted: 5 days ago
City, London
Blue Glue
Posted: 6 days ago
Bristol
Real Staffing
Salary: £36000 per annum + competitive benefits and holiday allowance
Posted: 7 days ago
London
Churchill Frank International
Salary: £30000 - £50000 per annum
Posted: 10 days ago
London
Initi8 Recruitment
Salary: £32000 Per Annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 2 days ago
South West London
Venturi
Salary: £45000 - £50000.00 per annum + bonus +Full bens
Posted: 6 days ago
Wimbledon
Venturi
Salary: £45000 - £50000.00 per annum + bonus +Full bens
Posted: 7 days ago
Horsham, Sussex
Clearwater People Solutions Ltd
Posted: 9 days ago
London
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 6 days ago
London
Lawrence Harvey
Salary: £70000 - £82000 per annum + 10% Bonus + Pension + Health
Posted: 10 days ago
London
HFG
Salary: £40000 - £50000 per annum, Benefits: Excellent benefits
Posted: 9 days ago
London
Churchill Frank International
Salary: £50000 per annum + Benefits
Posted: 6 days ago
London
ARC IT Recruitment Ltd
Salary: £Flexible, depending on experience
Posted: 6 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £60000.00 per annum + bonus + Benefits
Posted: 7 days ago