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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 637 689 651
Rank change year-on-year
+52 -38
Permanent jobs citing SPSS 219 244 321
As % of all permanent IT jobs located in England 0.26% 0.24% 0.30%
As % of the Applications category 2.04% 1.77% 1.90%
Number of salaries quoted 163 177 259
Median salary £47,500 £48,500 £50,000
Median salary % change year-on-year
-2.06% -3.00%
90% offered a salary of more than £35,000 £34,000 £32,000
10% offered a salary of more than £75,000 £65,000 £73,000
UK excluding London median salary £45,000 £50,000 £43,500
% change year-on-year
-10.00% +14.94%
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
10752 13800 16929
As % of all permanent IT jobs located in England 12.82% 13.73% 15.69%
Number of salaries quoted 8903 11306 14014
Median salary £38,000 £38,500 £37,500
Median salary % change year-on-year
-1.29% +2.66%
90% offered a salary of more than £23,500 £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 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 3 December 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 3 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
London +51 99 £57,500 +21.05% 10
East Midlands +30 27 £45,000 -43.75% 2
West Midlands -14 19 £40,000 -5.88%
East of England +40 18 £42,500 +26.86%
North West -3 18 £46,250 +105.55% 7
South West +3 16 £50,000 +17.64% 4
South East +14 12 £37,500 -28.57%
Yorkshire +18 9 £50,000 -13.04% 3
North East - 1 £30,000 - 1
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 3 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 across the England region with a requirement for SPSS.

1 374 (83.30%) SAS
2 312 (69.49%) Analytics
3 291 (64.81%) SQL
4 279 (62.14%) Analytical Skills
5 225 (50.11%) R
6 197 (43.88%) Python
7 192 (42.76%) Degree
8 160 (35.63%) Business Intelligence
9 142 (31.63%) Statistics
10 123 (27.39%) Data Analytics
11 122 (27.17%) Tableau
11 122 (27.17%) Hadoop
12 121 (26.95%) Marketing
13 119 (26.50%) Big Data
14 110 (24.50%) Finance
15 104 (23.16%) Mathematics
15 104 (23.16%) Visualisation
16 103 (22.94%) Java
17 94 (20.94%) SQL Server
18 88 (19.60%) Machine Learning
19 85 (18.93%) Data Analysis
20 83 (18.49%) Data Modelling
21 77 (17.15%) ETL
21 77 (17.15%) Computer Science
22 68 (15.14%) Data Visualisation
23 63 (14.03%) PhD
24 60 (13.36%) MATLAB
25 56 (12.47%) MS Excel
25 56 (12.47%) Apache Spark
26 55 (12.25%) Predictive Modelling

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
1 374 (83.30%) SAS
2 56 (12.47%) Apache Spark
3 39 (8.69%) Apache Pig
4 17 (3.79%) Apache
5 11 (2.45%) ArcGIS
6 2 (0.45%) OpenStack
6 2 (0.45%) SharePoint
7 1 (0.22%) Adobe Experience Manager
7 1 (0.22%) Elasticsearch
Applications
1 56 (12.47%) MS Excel
2 40 (8.91%) MS PowerPoint
3 27 (6.01%) Stata
4 14 (3.12%) MS Office
5 5 (1.11%) Spreadsheet
6 3 (0.67%) S-PLUS
7 2 (0.45%) CPLEX
7 2 (0.45%) EViews
7 2 (0.45%) MS Visio
8 1 (0.22%) Gephi
8 1 (0.22%) Maple
8 1 (0.22%) Simulink
8 1 (0.22%) Weka
Business Applications
1 36 (8.02%) FastStats
2 8 (1.78%) Dynamics CRM
2 8 (1.78%) Dynamics NAV
3 3 (0.67%) Unica
4 2 (0.45%) Adobe Campaign
4 2 (0.45%) Oracle Financials
4 2 (0.45%) SAP InfiniteInsight
4 2 (0.45%) WebTrends
5 1 (0.22%) Cognos TM1
5 1 (0.22%) Data Workbench
5 1 (0.22%) FastStats PeopleStage
5 1 (0.22%) SAP MDM
5 1 (0.22%) SAP Oil and Gas
Cloud Services
1 24 (5.35%) Google Analytics
2 23 (5.12%) Amazon AWS
3 18 (4.01%) Cloud Computing
4 17 (3.79%) Amazon EC2
4 17 (3.79%) Google Cloud Platform
5 14 (3.12%) Amazon EMR
6 9 (2.00%) Adobe Analytics
7 3 (0.67%) Amazon S3
7 3 (0.67%) AWS Data Pipeline
8 2 (0.45%) AWS Lambda
8 2 (0.45%) Google Tag Manager
9 1 (0.22%) Responsys
9 1 (0.22%) SaaS
9 1 (0.22%) Silverpop
Communications & Networking
1 4 (0.89%) SMS
2 2 (0.45%) Internet
3 1 (0.22%) Intranet
Database & Business Intelligence
1 122 (27.17%) Hadoop
2 119 (26.50%) Big Data
3 94 (20.94%) SQL Server
4 52 (11.58%) Data Mining
4 52 (11.58%) QlikView
5 51 (11.36%) SQL Server Integration Services
6 49 (10.91%) Apache Hive
7 48 (10.69%) BusinessObjects
8 46 (10.24%) Data Warehouse
9 41 (9.13%) Relational Database
10 37 (8.24%) GIS
11 35 (7.80%) RDBMS
12 33 (7.35%) SQL Server Reporting Services
13 24 (5.35%) NoSQL
14 21 (4.68%) Spotfire
15 20 (4.45%) Power BI
16 17 (3.79%) Oracle Database
17 16 (3.56%) HBase
17 16 (3.56%) MongoDB
18 14 (3.12%) Apache Cassandra
Development Applications
1 6 (1.34%) Talend Open Studio
2 1 (0.22%) ERwin
2 1 (0.22%) Oracle APEX
General
1 121 (26.95%) Marketing
2 110 (24.50%) Finance
3 51 (11.36%) Retail
4 45 (10.02%) Banking
5 4 (0.89%) Legal
5 4 (0.89%) Telecoms
6 3 (0.67%) French Language
6 3 (0.67%) Pharmaceutical
7 2 (0.45%) Games
7 2 (0.45%) 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
1 163 (36.30%) Analyst
2 95 (21.16%) Data Scientist
3 76 (16.93%) Data Analyst
4 49 (10.91%) Consultant
5 46 (10.24%) Analytics Manager
6 37 (8.24%) Marketing Analyst
7 36 (8.02%) Insight Analyst
8 33 (7.35%) Analytics Consultant
9 32 (7.13%) Senior Manager
10 31 (6.90%) Data Manager
11 30 (6.68%) Data Analytics Manager
11 30 (6.68%) Senior Analytics Manager
12 29 (6.46%) Developer
13 27 (6.01%) Digital Analyst
14 23 (5.12%) Business Intelligence Consultant
14 23 (5.12%) Data Consultant
15 20 (4.45%) Business Consultant
15 20 (4.45%) Digital Marketing Analyst
16 19 (4.23%) SAS Analyst
16 19 (4.23%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 26 (5.79%) .NET
2 16 (3.56%) Web Services
3 14 (3.12%) HTML
4 8 (1.78%) RESTful
5 6 (1.34%) MLlib
5 6 (1.34%) Natural Language Processing
6 5 (1.11%) Flash
6 5 (1.11%) NumPy
6 5 (1.11%) scikit-learn
7 4 (0.89%) D3.js
8 3 (0.67%) CSS
8 3 (0.67%) jQuery
8 3 (0.67%) TensorFlow
8 3 (0.67%) Theano
9 2 (0.45%) Apache Flex
9 2 (0.45%) Catalyst
9 2 (0.45%) Pandas
9 2 (0.45%) REST
9 2 (0.45%) SciPy
10 1 (0.22%) Spark Streaming
Miscellaneous
1 279 (62.14%) Analytical Skills
2 142 (31.63%) Statistics
3 104 (23.16%) Mathematics
3 104 (23.16%) Visualisation
4 77 (17.15%) Computer Science
5 36 (8.02%) Credit Risk
6 29 (6.46%) Physics
7 25 (5.57%) Economics
8 21 (4.68%) Algorithms
9 17 (3.79%) User Experience
10 16 (3.56%) Social Media
11 10 (2.23%) Management Information System
12 9 (2.00%) Neural Network
13 7 (1.56%) Data Extraction
13 7 (1.56%) Psychology
14 4 (0.89%) Artificial Intelligence
14 4 (0.89%) Data Structures
14 4 (0.89%) Digital Media
14 4 (0.89%) Social Network
15 3 (0.67%) Chemistry
Operating Systems
1 17 (3.79%) Linux
2 12 (2.67%) Unix
3 5 (1.11%) Windows
Processes & Methodologies
1 312 (69.49%) Analytics
2 160 (35.63%) Business Intelligence
3 123 (27.39%) Data Analytics
4 88 (19.60%) Machine Learning
5 85 (18.93%) Data Analysis
6 83 (18.49%) Data Modelling
7 77 (17.15%) ETL
8 68 (15.14%) Data Visualisation
9 55 (12.25%) Predictive Modelling
10 54 (12.03%) Actionable Insight
11 46 (10.24%) Stakeholder Management
12 43 (9.58%) Business Analytics
12 43 (9.58%) Statistical Analysis
13 41 (9.13%) Customer Segmentation
14 39 (8.69%) Agile Software Development
15 38 (8.46%) Customer Insight
16 34 (7.57%) Predictive Analytics
16 34 (7.57%) Project Management
17 30 (6.68%) Programme Management
18 29 (6.46%) Digital Marketing
Programming Languages
1 291 (64.81%) SQL
2 225 (50.11%) R
3 197 (43.88%) Python
4 103 (22.94%) Java
5 60 (13.36%) MATLAB
6 52 (11.58%) VBA
7 40 (8.91%) Scala
8 37 (8.24%) C++
9 34 (7.57%) C#
10 31 (6.90%) T-SQL
11 25 (5.57%) VB.NET
12 21 (4.68%) Perl
12 21 (4.68%) PHP
13 17 (3.79%) JavaScript
14 9 (2.00%) C
15 6 (1.34%) Shell Script
15 6 (1.34%) VB
16 3 (0.67%) PL/SQL
16 3 (0.67%) Ruby
17 2 (0.45%) Clojure
Qualifications
1 192 (42.76%) Degree
2 63 (14.03%) PhD
3 3 (0.67%) MBA
3 3 (0.67%) PMI Certification
4 2 (0.45%) BPSS Clearance
4 2 (0.45%) ITIL Foundation Certificate
5 1 (0.22%) CIMA
5 1 (0.22%) SC Cleared
5 1 (0.22%) Security Cleared
Quality Assurance & Compliance
1 32 (7.13%) Data Quality
2 11 (2.45%) QA
3 4 (0.89%) Actionable Recommendations
3 4 (0.89%) SLA
4 2 (0.45%) IAS 39
5 1 (0.22%) SNOMED CT
System Software
1 13 (2.90%) Apache Flume
2 3 (0.67%) HDFS
3 2 (0.45%) GPFS
Systems Management
1 11 (2.45%) Opscode Chef
2 2 (0.45%) Tivoli
3 1 (0.22%) Systems Management Server (SMS)
Vendors
1 122 (27.17%) Tableau
2 44 (9.80%) Google
2 44 (9.80%) SAP
3 43 (9.58%) Oracle
4 38 (8.46%) Microsoft
5 18 (4.01%) Cognos
6 16 (3.56%) Alteryx
7 15 (3.34%) IBM
8 14 (3.12%) Adobe
9 13 (2.90%) MicroStrategy
9 13 (2.90%) Netezza
10 11 (2.45%) Teradata
11 9 (2.00%) Mapinfo
12 8 (1.78%) Hitachi
13 6 (1.34%) Actimize
13 6 (1.34%) Informatica
13 6 (1.34%) Lavastorm
13 6 (1.34%) Norkom
13 6 (1.34%) RapidMiner
13 6 (1.34%) Talend
Leeds
Real Staffing
Salary: £30000 - £45000 per annum + competitive
Posted: Yesterday
Manchester
Churchill Frank
Salary: £30000 - £36000 per annum + benefits package
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: 19 hours ago
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: Yesterday
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: 22 hours ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: 23 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £45000 - £61000 per annum
Posted: Yesterday
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 2 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 2 days ago
Northampton, Northamptonshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £40000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 2 days ago
Bristol, Avon
Robert Half
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
Northamptonshire
Parallel Consulting
Salary: £28000 - £31000 per annum + bonus, benefits, pension
Posted: 4 days ago
Cheshire
Computer People
Salary: £32000.00 - £36000.00 per annum
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 4 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: 12 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 7 days ago
North West London
JP Boden & Co Ltd
Posted: 22 days ago
London
Venturi
Salary: £35000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 19 days ago
Bristol, Avon
myBench Ltd
Salary: Competitive
Posted: 23 days ago