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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / South East
Rank 169 199 185
Rank change year-on-year
+30 -14
Permanent jobs citing Data Modelling 258 314 342
As % of all permanent IT jobs located in the South East 1.77% 1.63% 1.65%
As % of the Processes & Methodologies category 2.06% 1.87% 1.93%
Number of salaries quoted 212 255 246
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £37,000 £35,000 £36,120
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £47,500 £47,500 £47,500

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
12514 16818 17706
As % of all permanent IT jobs located in the South East 85.90% 87.17% 85.45%
Number of salaries quoted 10194 14272 14314
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,500 £30,000
10% offered a salary of more than £66,000 £67,500 £67,500
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 26 February 2017.

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 26 February 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
Oxfordshire +47 69 £62,500 +11.11% 8
Berkshire -14 46 £55,000 +18.91% 9
Surrey +31 44 £55,000 - 6
West Sussex +4 23 £58,750 +6.81%
Buckinghamshire +27 22 £45,000 -28.00%
Kent +31 21 £30,000 -50.00% 1
Hampshire +12 20 £43,750 -2.77% 8
East Sussex -4 11 £65,000 +58.53% 1
Thames Valley - 1 £50,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 26 February 2017, 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.

1 274 (56.96%) SQL
2 201 (41.79%) Business Intelligence
3 200 (41.58%) Agile Software Development
4 187 (38.88%) ETL
5 175 (36.38%) Oracle
6 170 (35.34%) SQL Server
7 146 (30.35%) Data Warehouse
8 115 (23.91%) Analytical Skills
9 103 (21.41%) Degree
10 98 (20.37%) SQL Server Integration Services
11 89 (18.50%) Java
12 83 (17.26%) XML
13 82 (17.05%) SQL Server Reporting Services
14 81 (16.84%) Finance
15 74 (15.38%) Web Services
16 70 (14.55%) Talend Open Studio
16 70 (14.55%) Big Data
16 70 (14.55%) Talend
17 68 (14.14%) SQL Server Analysis Services
18 67 (13.93%) PL/SQL
19 66 (13.72%) Analytics
20 65 (13.51%) BusinessObjects
21 61 (12.68%) Computer Science
22 59 (12.27%) Kimball Methodology
22 59 (12.27%) Data Quality
23 58 (12.06%) T-SQL
24 57 (11.85%) Microsoft
25 56 (11.64%) Scrum
26 54 (11.23%) Data Management
26 54 (11.23%) Software Engineering

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 43 (8.94%) JBoss
2 22 (4.57%) Oracle SOA Suite
3 17 (3.53%) Apache Pig
4 13 (2.70%) SAS
5 11 (2.29%) Tomcat
6 9 (1.87%) WebLogic
7 8 (1.66%) GlassFish
7 8 (1.66%) NetWeaver
8 7 (1.46%) SharePoint
9 6 (1.25%) WildFly
10 5 (1.04%) Luigi
11 3 (0.62%) Apache Spark
11 3 (0.62%) IIS
11 3 (0.62%) Jetty
12 2 (0.42%) ArcGIS
12 2 (0.42%) ArcSDE
12 2 (0.42%) Cloud Foundry
12 2 (0.42%) CMS
12 2 (0.42%) GeoServer
13 1 (0.21%) OpenStack
Applications
1 51 (10.60%) MS Excel
2 13 (2.70%) MS Office
3 11 (2.29%) SPSS
4 10 (2.08%) MS PowerPoint
5 4 (0.83%) Moqups
6 1 (0.21%) Spreadsheet
6 1 (0.21%) SPSS Modeler
Business Applications
1 13 (2.70%) SAP Oil and Gas
2 12 (2.49%) SAP CRM
2 12 (2.49%) SAP IS-U
3 9 (1.87%) FastStats
4 5 (1.04%) Dynamics CRM
5 2 (0.42%) HFM
5 2 (0.42%) Salesforce.com CRM
5 2 (0.42%) SAP FI
5 2 (0.42%) SAP FI-CA
6 1 (0.21%) Oracle Applications
6 1 (0.21%) Oracle EBS
Cloud Services
1 39 (8.11%) Amazon AWS
2 20 (4.16%) GitHub
3 13 (2.70%) Amazon S3
4 11 (2.29%) SaaS
5 10 (2.08%) Microsoft Azure
6 9 (1.87%) PaaS
7 8 (1.66%) Google Cloud Platform
8 7 (1.46%) IaaS
9 6 (1.25%) Amazon SQS
10 4 (0.83%) Google Analytics
11 3 (0.62%) Cloud Computing
12 2 (0.42%) Force.com
Communications & Networking
1 10 (2.08%) HTTP
2 6 (1.25%) Internet
3 4 (0.83%) PPP
4 2 (0.42%) LDAP
5 1 (0.21%) SMTP
5 1 (0.21%) SSL
Database & Business Intelligence
1 170 (35.34%) SQL Server
2 146 (30.35%) Data Warehouse
3 98 (20.37%) SQL Server Integration Services
4 82 (17.05%) SQL Server Reporting Services
5 70 (14.55%) Big Data
6 68 (14.14%) SQL Server Analysis Services
7 65 (13.51%) BusinessObjects
8 49 (10.19%) Oracle Database
8 49 (10.19%) Power BI
9 44 (9.15%) Relational Database
10 42 (8.73%) MySQL
11 41 (8.52%) Hadoop
12 39 (8.11%) Oracle BI EE
13 37 (7.69%) NoSQL
14 32 (6.65%) Apache Hive
14 32 (6.65%) OLAP
14 32 (6.65%) SQL Server 2008
15 31 (6.44%) QlikView
16 26 (5.41%) SQL Server 2012
17 24 (4.99%) Star Schema
Development Applications
1 70 (14.55%) Talend Open Studio
2 46 (9.56%) JIRA
3 23 (4.78%) Visual Studio
4 21 (4.37%) Team Foundation Server
5 20 (4.16%) Jenkins
6 18 (3.74%) Toad
7 14 (2.91%) Oracle Forms
8 11 (2.29%) Atlassian Bamboo
8 11 (2.29%) Git (software)
9 9 (1.87%) JUnit
9 9 (1.87%) Vagrant
10 7 (1.46%) Cucumber
10 7 (1.46%) ERwin
10 7 (1.46%) Subversion
11 6 (1.25%) Ant
11 6 (1.25%) Maven
11 6 (1.25%) Mockito
11 6 (1.25%) Selenium
12 4 (0.83%) JMeter
12 4 (0.83%) Rational Performance Tester
General
1 81 (16.84%) Finance
2 27 (5.61%) Marketing
3 23 (4.78%) Retail
4 16 (3.33%) Banking
5 9 (1.87%) Telecoms
6 7 (1.46%) Multimedia
7 6 (1.25%) Legal
8 5 (1.04%) Billing
8 5 (1.04%) Games
9 4 (0.83%) Automotive
9 4 (0.83%) Electronics
9 4 (0.83%) Publishing
10 3 (0.62%) Pharmaceutical
11 2 (0.42%) Advertising
11 2 (0.42%) Manufacturing
12 1 (0.21%) German Language
12 1 (0.21%) Law
12 1 (0.21%) Retail Banking
Job Titles
1 219 (45.53%) Developer
2 91 (18.92%) Architect
3 78 (16.22%) Analyst
4 56 (11.64%) SQL Developer
5 45 (9.36%) Senior Developer
6 44 (9.15%) Business Intelligence Developer
7 41 (8.52%) Data Architect
8 33 (6.86%) Data Analyst
9 30 (6.24%) Java Developer
10 29 (6.03%) Oracle Developer
11 25 (5.20%) Business Analyst
12 22 (4.57%) Database Developer
13 21 (4.37%) Consultant
14 18 (3.74%) Business Developer
14 18 (3.74%) Solutions Architect
14 18 (3.74%) SQL Server Developer
15 17 (3.53%) .NET Developer
15 17 (3.53%) Data Warehouse Developer
16 16 (3.33%) Java Engineer
17 15 (3.12%) ETL Developer
Libraries, Frameworks & Software Standards
1 83 (17.26%) XML
2 74 (15.38%) Web Services
3 52 (10.81%) .NET
4 48 (9.98%) HTML
5 42 (8.73%) SOAP
6 37 (7.69%) REST
7 35 (7.28%) Apache Camel
8 34 (7.07%) Spring
9 33 (6.86%) Java EE
10 26 (5.41%) ASP.NET
10 26 (5.41%) XML Schema
11 23 (4.78%) CSS
12 22 (4.57%) RESTful
13 19 (3.95%) Middleware
14 18 (3.74%) Ajax
14 18 (3.74%) HTML5
15 12 (2.49%) JMS
15 12 (2.49%) jQuery
15 12 (2.49%) JSF
16 11 (2.29%) JSP
Miscellaneous
1 115 (23.91%) Analytical Skills
2 61 (12.68%) Computer Science
3 44 (9.15%) Management Information System
4 33 (6.86%) Enterprise Software
5 20 (4.16%) Semantic Web
6 10 (2.08%) Algorithms
7 8 (1.66%) N-Tier
7 8 (1.66%) Reinsurance
8 7 (1.46%) Data Protection Act
9 6 (1.25%) Mobile App
9 6 (1.25%) User Experience
10 5 (1.04%) Data Structures
10 5 (1.04%) Kinect
10 5 (1.04%) NHS
10 5 (1.04%) Xbox
11 4 (0.83%) Cyber Attack
11 4 (0.83%) iPad
12 3 (0.62%) Driving Licence
12 3 (0.62%) Replication
12 3 (0.62%) Virtual Team
Operating Systems
1 25 (5.20%) Linux
2 21 (4.37%) Unix
3 10 (2.08%) Windows
4 7 (1.46%) Android
4 7 (1.46%) Apple iOS
5 2 (0.42%) Windows Server
6 1 (0.21%) Windows 10
6 1 (0.21%) Windows 8
Processes & Methodologies
1 201 (41.79%) Business Intelligence
2 200 (41.58%) Agile Software Development
3 187 (38.88%) ETL
4 66 (13.72%) Analytics
5 59 (12.27%) Kimball Methodology
6 56 (11.64%) Scrum
7 54 (11.23%) Data Management
7 54 (11.23%) Software Engineering
8 46 (9.56%) Waterfall
9 45 (9.36%) Data Integration
9 45 (9.36%) Migration
10 43 (8.94%) SOA
11 42 (8.73%) Performance Tuning
12 39 (8.11%) Stakeholder Management
13 34 (7.07%) Mentoring
13 34 (7.07%) Project Management
14 33 (6.86%) Continuous Integration
15 30 (6.24%) Data Architecture
15 30 (6.24%) SDLC
16 28 (5.82%) Logical Data Model
Programming Languages
1 274 (56.96%) SQL
2 89 (18.50%) Java
3 67 (13.93%) PL/SQL
4 58 (12.06%) T-SQL
5 42 (8.73%) C#
6 40 (8.32%) JavaScript
7 26 (5.41%) Python
8 22 (4.57%) C++
9 20 (4.16%) C
10 14 (2.91%) ABAP
11 13 (2.70%) PowerShell
12 7 (1.46%) Shell Script
12 7 (1.46%) VBA
13 6 (1.25%) HQL
13 6 (1.25%) R
13 6 (1.25%) Ruby
14 5 (1.04%) Data Analysis Expressions (DAX)
15 4 (0.83%) XQuery
16 3 (0.62%) VB
16 3 (0.62%) XPath
Qualifications
1 103 (21.41%) Degree
2 9 (1.87%) Microsoft Certification
3 7 (1.46%) MCSA
3 7 (1.46%) PhD
4 5 (1.04%) Security Cleared
4 5 (1.04%) Six Sigma Black Belt
5 4 (0.83%) ISTQB
6 3 (0.62%) SC Cleared
7 2 (0.42%) MCITP
8 1 (0.21%) ITIL Certification
8 1 (0.21%) PRINCE2 Certification
Quality Assurance & Compliance
1 59 (12.27%) Data Quality
2 13 (2.70%) QA
3 7 (1.46%) PCI DSS
3 7 (1.46%) SLA
4 2 (0.42%) GDPR
4 2 (0.42%) ISO/IEC 27001
5 1 (0.21%) COBIT
System Software
1 7 (1.46%) Oracle RAC
2 5 (1.04%) HDFS
Systems Management
1 20 (4.16%) Puppet
2 8 (1.66%) HP Quality Center
3 4 (0.83%) HP SiteScope
3 4 (0.83%) Perfmon
3 4 (0.83%) SCCM
4 3 (0.62%) Oozie
5 2 (0.42%) Ansible
Vendors
1 175 (36.38%) Oracle
2 70 (14.55%) Talend
3 57 (11.85%) Microsoft
4 51 (10.60%) SAP
5 39 (8.11%) Cognos
6 27 (5.61%) Tableau
7 24 (4.99%) Informatica
8 9 (1.87%) Google
8 9 (1.87%) HP
9 8 (1.66%) Teradata
10 7 (1.46%) IBM
10 7 (1.46%) Jaspersoft
11 6 (1.25%) Netezza
11 6 (1.25%) ServiceNow
12 5 (1.04%) Hyperion
13 4 (0.83%) Riverbed
13 4 (0.83%) Salesforce.com
13 4 (0.83%) SOASTA, Inc
14 2 (0.42%) TIBCO
14 2 (0.42%) webMethods
Berkshire
Spargonet Consulting Plc
Salary: £55000 - £60000 per annum, Benefits Pension, Life, Health and 25 days
Posted: 7 hours ago
Guildford, Surrey
Reed Technology
Salary: £35000 - £40000 per annum
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Berkshire
Austin Fraser
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 3 days ago
Staines
Centrica
Salary: Competitive with extensive benefits on offer
Posted: 4 days ago
Berkshire
Computer People
Salary: £45000.00 - £52000.00 per annum
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Brighton
Michael Page Technology
Salary: £85000 - £100000 per annum
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Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £70,000 per annum + benefits like Training, Healthcare coverage
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Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
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Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
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Oxford, Oxfordshire
Clear Edge Consulting
Salary: From £60,000 to £70,000 per annum Bonus and Benefits
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Oxford, Oxfordshire
Corriculo
Salary: Up to £55,000 per annum + 10% Bonus + Benefits
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Oxford, Oxfordshire
RedCat Solutions
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Tunbridge Wells, Kent
Searchability
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Berkshire
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Salary: £45000.00 - £52000.00 per annum
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Staines
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Sussex
Clearwater People Solutions Ltd
Posted: 11 days ago
Staines
Bupa
Posted: 9 days ago
Wokingham, Berkshire
The People Network
Salary: £35000 - £38000 per annum + Superb Benefits
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Hampshire
Hays Specialist Recruitment Ltd
Salary: £70000.00 - £90000.00 per annum + bens
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Bracknell
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Guildford, Surrey
Allianz
Salary: £50,000 - £70,000 per year
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Oxford
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Maidenhead, Berkshire
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Romsey, Hampshire
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