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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 230 162 187
Rank change year-on-year
-68 +25
Permanent jobs citing Data Modelling 222 421 338
As % of all permanent IT jobs located in the South East 1.27% 2.00% 1.55%
As % of the Processes & Methodologies category 1.47% 2.34% 1.85%
Number of salaries quoted 181 333 241
Median salary £54,000 £55,000 £48,000
Median salary % change year-on-year
-1.81% +14.58%
90% offered a salary of more than £39,500 £39,500 £37,500
10% offered a salary of more than £80,000 £70,000 £65,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
15075 17979 18269
As % of all permanent IT jobs located in the South East 86.06% 85.43% 83.53%
Number of salaries quoted 12496 14949 14096
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the South East

Data Modelling
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the South East region.

Data Modelling Salary Trend in the South East

Data Modelling
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Data Modelling across the South East region over the 3 months to 30 September 2016.

Data Modelling Salary Histogram in the South East

Data Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South East region over the 3 months to 30 September 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
Berkshire -53 56 £55,000 -12.00% 6
Surrey +22 54 £57,500 +15.00% 4
East Sussex -5 25 £43,500 -20.90% 1
Oxfordshire -10 24 £51,750 -0.95% 6
West Sussex +32 19 £61,000 +22.00% 5
Buckinghamshire -20 17 £47,500 +5.55% 3
Hampshire -53 17 £82,500 +55.66% 3
Kent +9 6 £54,000 +44.00% 4
Middlesex +16 3 £55,000 -31.25%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 30 September 2016, IT jobs citing Data Modelling 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 South East region with a requirement for Data Modelling.

1 250 (46.82%) SQL
2 200 (37.45%) ETL
3 195 (36.52%) Business Intelligence
4 172 (32.21%) Agile Software Development
5 169 (31.65%) Oracle
6 156 (29.21%) SQL Server
7 142 (26.59%) Data Warehouse
8 127 (23.78%) Finance
9 126 (23.60%) Analytical Skills
10 114 (21.35%) Degree
11 109 (20.41%) Java
12 104 (19.48%) OO
13 100 (18.73%) XML
14 93 (17.42%) SQL Server Integration Services
15 92 (17.23%) Analytics
16 84 (15.73%) Big Data
17 78 (14.61%) Data Analysis
17 78 (14.61%) PL/SQL
18 74 (13.86%) Microsoft
19 72 (13.48%) SOA
20 69 (12.92%) BusinessObjects
21 67 (12.55%) T-SQL
22 64 (11.99%) UML
22 64 (11.99%) Migration
23 63 (11.80%) OOP
23 63 (11.80%) CRM
23 63 (11.80%) Waterfall
24 61 (11.42%) Scrum
25 60 (11.24%) SDLC
26 57 (10.67%) .NET

Data Modelling
Top Related IT Skills in the South East 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 35 (6.55%) SAS
2 22 (4.12%) Confluence
3 19 (3.56%) JBoss
4 12 (2.25%) Apache Pig
5 10 (1.87%) NServiceBus
5 10 (1.87%) WebLogic
6 8 (1.50%) SharePoint
7 7 (1.31%) NetWeaver
8 6 (1.12%) Apache Spark
8 6 (1.12%) Tomcat
9 5 (0.94%) CMS
10 4 (0.75%) Alfresco
10 4 (0.75%) Apache Solr
10 4 (0.75%) GlassFish
10 4 (0.75%) IIS
11 2 (0.37%) Jetty
11 2 (0.37%) SharePoint 2010
12 1 (0.19%) Elasticsearch
12 1 (0.19%) MQSeries
Applications
1 46 (8.61%) MS Excel
2 22 (4.12%) SPSS
3 19 (3.56%) MS PowerPoint
4 8 (1.50%) MS Office
5 4 (0.75%) MS Project
5 4 (0.75%) MS Visio
6 2 (0.37%) Moqups
7 1 (0.19%) Spreadsheet
Business Applications
1 18 (3.37%) FastStats
2 17 (3.18%) SAP CRM
3 16 (3.00%) SAP Oil and Gas
4 10 (1.87%) Dynamics CRM
4 10 (1.87%) SAP IS-U
5 6 (1.12%) SAP Business One
5 6 (1.12%) Tesseract
6 5 (0.94%) Cognos Business Intelligence
7 4 (0.75%) SAP FI
8 3 (0.56%) Radian6
8 3 (0.56%) SAP CO
8 3 (0.56%) SAP FI/CO
9 2 (0.37%) Adobe Campaign
9 2 (0.37%) SAP Business ByDesign
10 1 (0.19%) Eloqua
10 1 (0.19%) HFM
10 1 (0.19%) IBM Operational Decision Manager
10 1 (0.19%) Oracle Applications
10 1 (0.19%) SAP FI-CA
Cloud Services
1 19 (3.56%) SaaS
2 17 (3.18%) Amazon AWS
3 14 (2.62%) PaaS
4 13 (2.43%) Cloud Computing
4 13 (2.43%) IaaS
5 11 (2.06%) GitHub
6 10 (1.87%) Force.com
7 8 (1.50%) Microsoft Azure
8 6 (1.12%) Amazon EC2
8 6 (1.12%) Office 365
9 5 (0.94%) Amazon S3
10 3 (0.56%) Google Analytics
11 1 (0.19%) Oracle CX
Communications & Networking
1 16 (3.00%) Internet
2 7 (1.31%) HTTP
3 2 (0.37%) LDAP
4 1 (0.19%) SMTP
4 1 (0.19%) SSL
Database & Business Intelligence
1 156 (29.21%) SQL Server
2 142 (26.59%) Data Warehouse
3 93 (17.42%) SQL Server Integration Services
4 84 (15.73%) Big Data
5 69 (12.92%) BusinessObjects
6 56 (10.49%) SQL Server Analysis Services
7 53 (9.93%) SQL Server Reporting Services
8 46 (8.61%) SQL Server 2012
9 41 (7.68%) QlikView
9 41 (7.68%) SQL Server 2014
10 40 (7.49%) NoSQL
11 39 (7.30%) BusinessObjects Web Intelligence
12 38 (7.12%) MySQL
13 36 (6.74%) Qlik Sense
14 31 (5.81%) Power BI
15 30 (5.62%) BusinessObjects XI
15 30 (5.62%) SQL Server 2008
16 29 (5.43%) Hadoop
16 29 (5.43%) OLAP
17 28 (5.24%) Oracle Database
Development Applications
1 48 (8.99%) JIRA
2 26 (4.87%) Talend Open Studio
3 20 (3.75%) Jenkins
4 18 (3.37%) Visual Studio
5 16 (3.00%) Team Foundation Server
6 11 (2.06%) Clang
6 11 (2.06%) GCC
7 9 (1.69%) Eclipse
7 9 (1.69%) Vagrant
8 8 (1.50%) Selenium
9 7 (1.31%) Cucumber
10 6 (1.12%) ERwin
11 5 (0.94%) Subversion
12 4 (0.75%) Toad
13 3 (0.56%) NUnit
13 3 (0.56%) Oracle APEX
13 3 (0.56%) Oracle Forms
13 3 (0.56%) TortoiseSVN
13 3 (0.56%) XMLSpy
14 2 (0.37%) Git (software)
General
1 127 (23.78%) Finance
2 45 (8.43%) Automotive
3 42 (7.87%) Telecoms
4 39 (7.30%) Aerospace
5 31 (5.81%) Marketing
6 18 (3.37%) Publishing
7 9 (1.69%) Billing
8 8 (1.50%) Banking
8 8 (1.50%) Retail
9 7 (1.31%) Advertising
10 6 (1.12%) Manufacturing
11 2 (0.37%) Pharmaceutical
12 1 (0.19%) Investment Banking
Job Titles
1 242 (45.32%) Developer
2 116 (21.72%) Analyst
3 112 (20.97%) Architect
4 69 (12.92%) SQL Developer
5 64 (11.99%) Data Architect
6 51 (9.55%) Data Analyst
7 47 (8.80%) Business Intelligence Developer
8 46 (8.61%) Business Developer
9 45 (8.43%) Senior Developer
10 35 (6.55%) Business Analyst
10 35 (6.55%) Software Developer
11 33 (6.18%) C++ Developer
11 33 (6.18%) C++ Software Developer
11 33 (6.18%) Oracle Developer
12 32 (5.99%) Java Developer
13 31 (5.81%) Business Objects Developer
14 29 (5.43%) CRM Developer
14 29 (5.43%) Solutions Architect
15 23 (4.31%) Java Architect
15 23 (4.31%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 100 (18.73%) XML
2 57 (10.67%) .NET
3 52 (9.74%) XML Schema
4 49 (9.18%) Web Services
5 44 (8.24%) HTML
6 40 (7.49%) CSS
7 35 (6.55%) SOAP
8 32 (5.99%) jQuery
8 32 (5.99%) Spring
9 28 (5.24%) REST
10 27 (5.06%) Natural Language Processing
11 25 (4.68%) HTML5
12 24 (4.49%) MDX
13 19 (3.56%) Middleware
13 19 (3.56%) Node.js
14 18 (3.37%) AngularJS
14 18 (3.37%) ASP.NET
14 18 (3.37%) JSON
15 15 (2.81%) JDBC
15 15 (2.81%) Struts
Miscellaneous
1 126 (23.60%) Analytical Skills
2 41 (7.68%) Statistics
3 37 (6.93%) Management Information System
4 36 (6.74%) Visualisation
5 33 (6.18%) Enterprise Software
5 33 (6.18%) Mathematics
6 31 (5.81%) Data Integration
7 30 (5.62%) Computer Science
8 28 (5.24%) Algorithms
9 14 (2.62%) User Experience
10 12 (2.25%) Taxonomies
11 11 (2.06%) Clustering
12 7 (1.31%) Semantic Web
13 6 (1.12%) Client/Server
14 5 (0.94%) Data Protection Act
14 5 (0.94%) Data Structures
14 5 (0.94%) HACMP
14 5 (0.94%) Mobile App
15 4 (0.75%) Cloud Native
15 4 (0.75%) Driving Licence
Operating Systems
1 33 (6.18%) Windows
2 26 (4.87%) Linux
3 6 (1.12%) Android
3 6 (1.12%) Apple iOS
4 4 (0.75%) Unix
5 1 (0.19%) Windows 7
5 1 (0.19%) Windows 8
5 1 (0.19%) Windows Server
Processes & Methodologies
1 200 (37.45%) ETL
2 195 (36.52%) Business Intelligence
3 172 (32.21%) Agile Software Development
4 104 (19.48%) OO
5 92 (17.23%) Analytics
6 78 (14.61%) Data Analysis
7 72 (13.48%) SOA
8 64 (11.99%) Migration
8 64 (11.99%) UML
9 63 (11.80%) CRM
9 63 (11.80%) OOP
9 63 (11.80%) Waterfall
10 61 (11.42%) Scrum
11 60 (11.24%) SDLC
12 55 (10.30%) Data Management
13 53 (9.93%) Logical Data Model
14 50 (9.36%) Use Case
15 49 (9.18%) Data Analytics
16 42 (7.87%) Software Engineering
17 41 (7.68%) TOGAF
Programming Languages
1 250 (46.82%) SQL
2 109 (20.41%) Java
3 78 (14.61%) PL/SQL
4 67 (12.55%) T-SQL
5 47 (8.80%) JavaScript
6 46 (8.61%) C
7 43 (8.05%) C++
8 36 (6.74%) C#
9 24 (4.49%) PHP
10 22 (4.12%) ABAP
11 15 (2.81%) Data Analysis Expressions (DAX)
12 14 (2.62%) Python
13 13 (2.43%) PowerShell
13 13 (2.43%) R
14 11 (2.06%) Apex Code
14 11 (2.06%) Perl
14 11 (2.06%) SOQL
14 11 (2.06%) SOSL
15 7 (1.31%) Shell Script
15 7 (1.31%) XQuery
Qualifications
1 114 (21.35%) Degree
2 9 (1.69%) Security Cleared
3 8 (1.50%) SC Cleared
4 2 (0.37%) CBAP
4 2 (0.37%) IIBA
4 2 (0.37%) MCITP
4 2 (0.37%) Microsoft Certification
4 2 (0.37%) Six Sigma Black Belt
5 1 (0.19%) DV Cleared
5 1 (0.19%) ISEB
5 1 (0.19%) MCTS
Quality Assurance & Compliance
1 26 (4.87%) QA
2 23 (4.31%) Data Quality
3 2 (0.37%) ISO/IEC 27001
4 1 (0.19%) GAAP
4 1 (0.19%) ISO 9000
System Software
1 5 (0.94%) HDFS
1 5 (0.94%) Oracle RAC
1 5 (0.94%) Veritas Cluster Server
2 2 (0.37%) Active Directory
Systems Management
1 11 (2.06%) Puppet
2 1 (0.19%) Hadoop YARN
2 1 (0.19%) Oracle RMAN
Vendors
1 169 (31.65%) Oracle
2 74 (13.86%) Microsoft
3 45 (8.43%) SAP
4 43 (8.05%) Cognos
5 38 (7.12%) Informatica
6 36 (6.74%) Tableau
7 28 (5.24%) Salesforce.com
8 26 (4.87%) Talend
9 18 (3.37%) IBM
10 10 (1.87%) Atlassian
10 10 (1.87%) CODA
10 10 (1.87%) Thunderhead
11 8 (1.50%) Remedy
12 7 (1.31%) Salesforce Marketing Cloud
13 6 (1.12%) Google
13 6 (1.12%) Sage
14 5 (0.94%) Hyperion
15 4 (0.75%) Jaspersoft
15 4 (0.75%) SolarWinds
16 3 (0.56%) Pardot
Berkshire
Austin Fraser
Salary: £55000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 4 hours ago
Berkshire
Austin Fraser
Salary: £45000.00 - £55000.00 per annum + Bonus + Benefits
Posted: 4 hours ago
West Sussex
Clearwater People Solutions
Salary: £40000 - £50000 Per Annum +excellent benefits
Posted: 4 hours ago
Crawley, West Sussex
Sanderson
Salary: £40000.00 - £50000.00 per annum
Posted: 4 hours ago
Oxford, Oxfordshire
Ingenta UK Ltd
Salary: Competitive Salary + Benefits
Posted: 10 hours ago
Kent
Exposed Solutions
Salary: £20000 - £25000 per annum
Posted: Yesterday
Sussex
The Bridge Ltd
Salary: Benefits
Posted: 3 days ago
Surrey
Haysfm
Salary: £65000.00 - £80000.00 per annum
Posted: 3 days ago
Oxford, Oxfordshire
Ingenta UK Ltd
Salary: Competitive Salary + Benefits
Posted: 10 hours ago
Petersfield, Hampshire
Rullion IT Plus
Salary: £42000 - £50000 per annum + Pension
Posted: 3 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £50,000 per annum + 10% Bonus + Benefits
Posted: 3 days ago
Tunbridge Wells, Kent
Searchability
Salary: £25000 - £30000 per annum + benefits
Posted: 4 days ago
Berkshire
Nigel Frank International
Posted: 3 days ago
Crawley, West Sussex
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £50000.00 per annum
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £40,000 to £40,000 per annum Upto £40,000
Posted: 4 days ago
Southampton, Hampshire
RecruitmentRevolution.com Limited
Salary: From £55,000 to £65,000 per annum + Pension + Flexible Hours
Posted: 3 days ago
Kent
Venturi
Salary: £50000 - £58000 per annum + full bens
Posted: 7 days ago
Brighton
Hays Specialist Recruitment
Salary: £40000 - £50000 per annum + benefits
Posted: 16 days ago
Kent
Reco Group
Salary: £30,000 - £50,000 per year
Posted: 21 days ago
Staines
Centrica
Salary: starting £50,000+
Posted: 10 days ago
Oxford, Oxfordshire
Premier Media
Salary: £40000 per annum
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Milton Keynes, Buckinghamshire
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 14 days ago
Bracknell, Berkshire
Sally Salon Services
Salary: Benefits
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Staines
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Salary: starting salary £50,000+
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Staines
Centrica
Salary: starting at £50,000
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