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

3 months to
20 Jan 2017
Same period 2016 Same period 2015
SPSS
UK / England
Rank 644 623 625
Rank change year-on-year
-21 +2
Permanent jobs citing SPSS 170 282 312
As % of all permanent IT jobs located in England 0.21% 0.30% 0.32%
As % of the Applications category 1.69% 2.19% 1.99%
Number of salaries quoted 128 206 271
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 £35,000 £30,000
10% offered a salary of more than £73,250 £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 in the England region.

Applications Category
England
Permanent IT job ads with a match in the
Applications category
10031 12860 15715
As % of all permanent IT jobs located in England 12.68% 13.78% 15.98%
Number of salaries quoted 8335 10580 13048
Median salary £37,500 £38,500 £37,500
Median salary % change year-on-year
-2.59% +2.66%
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 £34,250
% change year-on-year
- +2.18%

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 20 January 2017.

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 20 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
London +19 89 £55,000 +18.91% 15
West Midlands -2 17 £37,000 -1.33% 3
East Midlands +15 16 £43,750 +45.83% 1
South West +8 13 £50,000 +21.21% 1
East of England +26 11 £40,000 -23.80% 1
North West -14 10 £50,000 -41.17% 4
South East +4 8 £40,750 -19.30% 4
Yorkshire +23 5 £35,000 - 4
North East - 1 £28,500 - 1
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 20 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 across the England region with a requirement for SPSS.

1 357 (83.02%) SAS
2 299 (69.53%) Analytics
3 287 (66.74%) SQL
4 265 (61.63%) Analytical Skills
5 212 (49.30%) R
6 177 (41.16%) Python
7 176 (40.93%) Business Intelligence
8 162 (37.67%) Degree
9 136 (31.63%) Marketing
10 125 (29.07%) Tableau
11 121 (28.14%) Big Data
12 119 (27.67%) Hadoop
13 117 (27.21%) Statistics
14 108 (25.12%) Data Analytics
15 103 (23.95%) Finance
16 95 (22.09%) Visualisation
17 87 (20.23%) Mathematics
18 86 (20.00%) SQL Server
19 74 (17.21%) Java
20 72 (16.74%) Machine Learning
21 71 (16.51%) Data Analysis
22 69 (16.05%) Data Modelling
23 67 (15.58%) ETL
24 66 (15.35%) Retail
25 60 (13.95%) MS Excel
25 60 (13.95%) Data Visualisation
26 59 (13.72%) Credit Risk
26 59 (13.72%) Actionable Insight
27 58 (13.49%) Predictive Modelling
28 55 (12.79%) PhD

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
1 357 (83.02%) SAS
2 54 (12.56%) Apache Spark
3 33 (7.67%) Apache Pig
4 17 (3.95%) Apache
5 8 (1.86%) ArcGIS
6 4 (0.93%) OpenStack
7 2 (0.47%) SharePoint
8 1 (0.23%) Adobe Experience Manager
8 1 (0.23%) Elasticsearch
Applications
1 60 (13.95%) MS Excel
2 31 (7.21%) MS PowerPoint
3 24 (5.58%) Stata
4 14 (3.26%) MS Office
5 6 (1.40%) Spreadsheet
6 5 (1.16%) EViews
7 3 (0.70%) S-PLUS
8 2 (0.47%) CPLEX
8 2 (0.47%) MS Visio
9 1 (0.23%) Gephi
9 1 (0.23%) Maple
9 1 (0.23%) Simulink
Business Applications
1 29 (6.74%) FastStats
2 8 (1.86%) Dynamics CRM
2 8 (1.86%) Dynamics NAV
3 2 (0.47%) Adobe Campaign
3 2 (0.47%) Oracle Financials
3 2 (0.47%) SAP InfiniteInsight
3 2 (0.47%) Unica
4 1 (0.23%) Data Workbench
4 1 (0.23%) FastStats PeopleStage
4 1 (0.23%) SAP MDM
4 1 (0.23%) SAP Oil and Gas
4 1 (0.23%) WebTrends
Cloud Services
1 28 (6.51%) Google Analytics
2 20 (4.65%) Google Cloud Platform
3 19 (4.42%) Amazon AWS
4 16 (3.72%) Cloud Computing
5 12 (2.79%) Amazon EC2
6 10 (2.33%) Adobe Analytics
7 9 (2.09%) Amazon EMR
8 3 (0.70%) Amazon S3
8 3 (0.70%) AWS Data Pipeline
9 2 (0.47%) AWS Lambda
10 1 (0.23%) Google Tag Manager
10 1 (0.23%) Microsoft Azure
10 1 (0.23%) Responsys
10 1 (0.23%) Silverpop
Communications & Networking
1 3 (0.70%) SMS
2 1 (0.23%) Internet
2 1 (0.23%) Intranet
Database & Business Intelligence
1 121 (28.14%) Big Data
2 119 (27.67%) Hadoop
3 86 (20.00%) SQL Server
4 52 (12.09%) Apache Hive
5 51 (11.86%) QlikView
6 47 (10.93%) SQL Server Integration Services
7 45 (10.47%) BusinessObjects
8 44 (10.23%) Data Warehouse
9 42 (9.77%) Relational Database
10 39 (9.07%) Data Mining
11 33 (7.67%) RDBMS
12 32 (7.44%) GIS
13 29 (6.74%) Power BI
14 26 (6.05%) SQL Server Reporting Services
15 20 (4.65%) NoSQL
16 17 (3.95%) Oracle Database
17 16 (3.72%) Spotfire
18 15 (3.49%) MongoDB
19 13 (3.02%) HBase
20 12 (2.79%) Apache Cassandra
Development Applications
1 8 (1.86%) Talend Open Studio
2 1 (0.23%) ERwin
2 1 (0.23%) JIRA
2 1 (0.23%) Oracle APEX
2 1 (0.23%) Team Foundation Server
General
1 136 (31.63%) Marketing
2 103 (23.95%) Finance
3 66 (15.35%) Retail
4 48 (11.16%) Banking
5 7 (1.63%) Games
6 5 (1.16%) Legal
7 4 (0.93%) Retail Banking
7 4 (0.93%) Telecoms
8 3 (0.70%) Law
8 3 (0.70%) Publishing
9 2 (0.47%) Advertising
9 2 (0.47%) Investment Banking
10 1 (0.23%) Automotive
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
1 172 (40.00%) Analyst
2 79 (18.37%) Data Scientist
3 65 (15.12%) Data Analyst
4 49 (11.40%) Analytics Manager
5 46 (10.70%) Consultant
6 41 (9.53%) Marketing Analyst
7 40 (9.30%) Insight Analyst
8 33 (7.67%) Data Analytics Manager
9 30 (6.98%) Analytics Consultant
10 28 (6.51%) Senior Analytics Manager
10 28 (6.51%) Senior Manager
11 25 (5.81%) Data Manager
11 25 (5.81%) Developer
11 25 (5.81%) Digital Analyst
12 23 (5.35%) Business Intelligence Consultant
13 22 (5.12%) Data Consultant
14 20 (4.65%) Business Consultant
15 19 (4.42%) SAS Analyst
16 18 (4.19%) Senior Data Scientist
17 17 (3.95%) Fraud Manager
Libraries, Frameworks & Software Standards
1 21 (4.88%) .NET
2 10 (2.33%) Web Services
3 9 (2.09%) HTML
4 8 (1.86%) MLlib
4 8 (1.86%) RESTful
5 7 (1.63%) Natural Language Processing
6 6 (1.40%) NumPy
7 5 (1.16%) scikit-learn
8 3 (0.70%) CSS
8 3 (0.70%) TensorFlow
8 3 (0.70%) Theano
9 2 (0.47%) Apache Flex
9 2 (0.47%) Catalyst
9 2 (0.47%) REST
10 1 (0.23%) D3.js
10 1 (0.23%) Kafka
10 1 (0.23%) Pandas
10 1 (0.23%) SciPy
10 1 (0.23%) Spark Streaming
10 1 (0.23%) XML
Miscellaneous
1 265 (61.63%) Analytical Skills
2 117 (27.21%) Statistics
3 95 (22.09%) Visualisation
4 87 (20.23%) Mathematics
5 59 (13.72%) Credit Risk
6 55 (12.79%) Computer Science
7 29 (6.74%) Economics
8 23 (5.35%) Physics
9 19 (4.42%) Algorithms
10 18 (4.19%) Social Media
11 9 (2.09%) Data Extraction
11 9 (2.09%) User Experience
12 8 (1.86%) Neural Network
13 5 (1.16%) Management Information System
14 3 (0.70%) Artificial Intelligence
14 3 (0.70%) Chemistry
14 3 (0.70%) Data Centre
14 3 (0.70%) Digital Media
14 3 (0.70%) FMCG
15 2 (0.47%) Reference Data
Operating Systems
1 16 (3.72%) Unix
2 15 (3.49%) Linux
3 5 (1.16%) Windows
Processes & Methodologies
1 299 (69.53%) Analytics
2 176 (40.93%) Business Intelligence
3 108 (25.12%) Data Analytics
4 72 (16.74%) Machine Learning
5 71 (16.51%) Data Analysis
6 69 (16.05%) Data Modelling
7 67 (15.58%) ETL
8 60 (13.95%) Data Visualisation
9 59 (13.72%) Actionable Insight
10 58 (13.49%) Predictive Modelling
11 46 (10.70%) Agile Software Development
12 44 (10.23%) Customer Segmentation
12 44 (10.23%) Statistical Analysis
13 41 (9.53%) Business Analytics
13 41 (9.53%) Stakeholder Management
14 38 (8.84%) Predictive Analytics
14 38 (8.84%) Web Analytics
15 36 (8.37%) Statistical Modelling
16 30 (6.98%) Project Management
17 26 (6.05%) Business Development
Programming Languages
1 287 (66.74%) SQL
2 212 (49.30%) R
3 177 (41.16%) Python
4 74 (17.21%) Java
5 53 (12.33%) VBA
6 49 (11.40%) MATLAB
7 44 (10.23%) Scala
8 29 (6.74%) C#
9 25 (5.81%) T-SQL
10 24 (5.58%) C++
11 20 (4.65%) VB.NET
12 19 (4.42%) PHP
13 13 (3.02%) Perl
14 12 (2.79%) JavaScript
15 10 (2.33%) Shell Script
16 7 (1.63%) C
17 6 (1.40%) VB
18 3 (0.70%) PL/SQL
18 3 (0.70%) Ruby
19 2 (0.47%) Clojure
Qualifications
1 162 (37.67%) Degree
2 55 (12.79%) PhD
3 4 (0.93%) Postgraduate
4 3 (0.70%) MBA
5 2 (0.47%) BPSS Clearance
5 2 (0.47%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 36 (8.37%) Data Quality
2 8 (1.86%) QA
3 3 (0.70%) Actionable Recommendations
4 2 (0.47%) IAS 39
4 2 (0.47%) SLA
5 1 (0.23%) SNOMED CT
System Software
1 9 (2.09%) Apache Flume
2 2 (0.47%) HDFS
3 1 (0.23%) GPFS
Systems Management
1 6 (1.40%) Opscode Chef
2 2 (0.47%) Tivoli
3 1 (0.23%) Systems Management Server (SMS)
Vendors
1 125 (29.07%) Tableau
2 47 (10.93%) Google
3 41 (9.53%) Microsoft
4 39 (9.07%) SAP
5 37 (8.60%) Oracle
6 16 (3.72%) Cognos
7 15 (3.49%) Netezza
7 15 (3.49%) Teradata
8 14 (3.26%) Adobe
9 11 (2.56%) Alteryx
10 10 (2.33%) IBM
11 8 (1.86%) Mapinfo
11 8 (1.86%) Talend
12 6 (1.40%) Actimize
12 6 (1.40%) Informatica
12 6 (1.40%) Lavastorm
12 6 (1.40%) MicroStrategy
12 6 (1.40%) Norkom
13 4 (0.93%) Hitachi
13 4 (0.93%) Minitab
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 12 hours ago
Newcastle-upon-Tyne, Tyne and Wear
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 12 hours ago
Bristol Area
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 12 hours ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 12 hours ago
Greater Manchester
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 12 hours ago
City, London
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 12 hours ago
Leeds, West Yorkshire
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: 3 days ago
South West London
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: 3 days ago
Richmond, Surrey
Searchability
Salary: £30000 - £40000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £40000 per annum
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 3 days ago
London
Venturi
Salary: £30000.00 - £37500.00 per annum + Excellent Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Hanover IT Recruitment
Salary: plus bonus and benefits
Posted: 2 days ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £37500.00 per annum + Benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 4 days ago
London
Redrock Consulting Ltd
Salary: £0.00 per annum
Posted: 3 days ago
Buckinghamshire
Verticality Ltd
Salary: £32000 - £38000 per annum
Posted: 4 days ago
West London
Michael Page Technology
Salary: £45000 - £50000 per annum + Benefits
Posted: 7 days ago
Northampton
Hays Specialist Recruitment Ltd
Salary: £35000.00 per annum
Posted: 8 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Sutton Coldfield, West Midlands
Defence Infrastructure Organisation
Posted: 9 days ago
Surrey
Churchill Frank
Salary: £75000 - £85000 per annum + Lifestyle
Posted: 7 days ago
Birmingham
Interquest - Korus Group - Brighton
Salary: £25000 - £37000 per annum
Posted: 17 days ago
West London
Martin & Conley
Salary: From £65,000 to £75,000 per annum
Posted: 9 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 17 days ago
Manchester
Computer Futures
Salary: £60000 - £80000 per annum + Strong
Posted: 23 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 22 days ago