The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / South East
Rank 168 193 169
Rank change year-on-year +25 -24  
Permanent jobs citing Data Modelling 268 314 361
As % of all permanent IT jobs advertised in the South East 1.81% 1.63% 1.75%
As % of the Processes & Methodologies category 2.11% 1.87% 2.04%
Number of salaries quoted 225 264 266
Median salary £55,000 £48,500 £50,000
Median salary % change year-on-year +13.40% -3.00%  
90% offered a salary of more than £36,500 £32,500 £37,925
10% offered a salary of more than £70,000 £70,000 £70,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12730 16774 17676
As % of all permanent IT job vacancies advertised in the South East 86.02% 87.11% 85.82%
Number of salaries quoted 10442 14131 14083
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in the South East.

Salary trend for Data Modelling in the South East

Data Modelling
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Modelling in the South East over the 3 months to 26 March 2017.

Salary histogram for Data Modelling 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 March 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 +37 72 £62,500 +38.88% 2
Berkshire +8 63 £52,500 +5.00% 8
Surrey +17 47 £57,500 +4.54% 3
Kent +32 21 £30,000 -54.71%
Hampshire +21 19 £45,000 - 6
East Sussex -2 18 £65,000 +53.84% 1
West Sussex -4 18 £57,500 +27.77% 1
Buckinghamshire +11 17 £45,000 -7.21% 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 March 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.

1 287 (56.72%) SQL
2 207 (40.91%) Agile Software Development
3 202 (39.92%) Business Intelligence
4 195 (38.54%) ETL
5 183 (36.17%) SQL Server
6 174 (34.39%) Oracle
7 149 (29.45%) Data Warehouse
8 120 (23.72%) Analytical Skills
9 108 (21.34%) Degree
10 105 (20.75%) SQL Server Integration Services
11 92 (18.18%) Finance
12 91 (17.98%) XML
13 86 (17.00%) SQL Server Reporting Services
14 78 (15.42%) Web Services
14 78 (15.42%) Java
15 77 (15.22%) Microsoft
16 75 (14.82%) Analytics
16 75 (14.82%) Big Data
17 71 (14.03%) MS Excel
18 70 (13.83%) BusinessObjects
19 66 (13.04%) T-SQL
19 66 (13.04%) Talend Open Studio
19 66 (13.04%) Talend
20 63 (12.45%) SQL Server Analysis Services
20 63 (12.45%) Data Management
21 62 (12.25%) Data Quality
22 61 (12.06%) Computer Science
22 61 (12.06%) Scrum
23 59 (11.66%) PL/SQL
24 58 (11.46%) 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 (8.50%) JBoss
2 17 (3.36%) Oracle SOA Suite
3 10 (1.98%) SAS
4 9 (1.78%) Apache Pig
5 7 (1.38%) NetWeaver
5 7 (1.38%) SharePoint
6 6 (1.19%) Tomcat
6 6 (1.19%) WildFly
7 5 (0.99%) Luigi
7 5 (0.99%) WebLogic
8 4 (0.79%) GlassFish
9 3 (0.59%) Apache Spark
9 3 (0.59%) CMS
10 2 (0.40%) ArcGIS
10 2 (0.40%) ArcSDE
10 2 (0.40%) Cloud Foundry
10 2 (0.40%) GeoServer
10 2 (0.40%) IIS
10 2 (0.40%) Jetty
11 1 (0.20%) Apache
Applications
1 71 (14.03%) MS Excel
2 11 (2.17%) MS Office
3 7 (1.38%) SPSS
4 6 (1.19%) MS PowerPoint
5 4 (0.79%) Spreadsheet
6 3 (0.59%) Moqups
7 1 (0.20%) SPSS Modeler
Business Applications
1 10 (1.98%) SAP Oil and Gas
2 9 (1.78%) SAP CRM
2 9 (1.78%) SAP IS-U
3 5 (0.99%) FastStats
4 4 (0.79%) Dynamics CRM
4 4 (0.79%) SAP FI
5 2 (0.40%) HFM
5 2 (0.40%) Salesforce.com CRM
5 2 (0.40%) SAP CO
5 2 (0.40%) SAP FI/CO
5 2 (0.40%) SAP FI-CA
5 2 (0.40%) SAP FSCM
5 2 (0.40%) SAP MM
5 2 (0.40%) SAP PS
5 2 (0.40%) SAP SD
6 1 (0.20%) Oracle EBS
Cloud Services
1 36 (7.11%) Amazon AWS
2 14 (2.77%) SaaS
3 12 (2.37%) PaaS
4 10 (1.98%) IaaS
4 10 (1.98%) Microsoft Azure
5 9 (1.78%) GitHub
6 8 (1.58%) Amazon S3
6 8 (1.58%) Google Cloud Platform
7 6 (1.19%) Amazon SQS
8 3 (0.59%) Cloud Computing
8 3 (0.59%) Google Analytics
9 2 (0.40%) Force.com
Communications & Networking
1 9 (1.78%) HTTP
2 4 (0.79%) Internet
2 4 (0.79%) PPP
3 2 (0.40%) LDAP
4 1 (0.20%) SMTP
4 1 (0.20%) SSL
Database & Business Intelligence
1 183 (36.17%) SQL Server
2 149 (29.45%) Data Warehouse
3 105 (20.75%) SQL Server Integration Services
4 86 (17.00%) SQL Server Reporting Services
5 75 (14.82%) Big Data
6 70 (13.83%) BusinessObjects
7 63 (12.45%) SQL Server Analysis Services
8 49 (9.68%) Oracle Database
9 46 (9.09%) Power BI
10 45 (8.89%) Relational Database
11 38 (7.51%) Hadoop
11 38 (7.51%) Oracle BI EE
12 37 (7.31%) QlikView
13 35 (6.92%) SQL Server 2008
14 30 (5.93%) MySQL
15 28 (5.53%) Apache Hive
16 27 (5.34%) NoSQL
17 25 (4.94%) Data Mining
17 25 (4.94%) SQL Server 2012
18 24 (4.74%) SAP HANA
Development Applications
1 66 (13.04%) Talend Open Studio
2 45 (8.89%) JIRA
3 30 (5.93%) Team Foundation Server
4 24 (4.74%) Visual Studio
5 21 (4.15%) Toad
6 14 (2.77%) Oracle Forms
7 11 (2.17%) Atlassian Bamboo
7 11 (2.17%) Jenkins
7 11 (2.17%) Subversion
8 10 (1.98%) Git (software)
9 8 (1.58%) JUnit
9 8 (1.58%) NuGet
10 6 (1.19%) Ant
10 6 (1.19%) Maven
10 6 (1.19%) Mockito
10 6 (1.19%) Selenium
11 4 (0.79%) JMeter
11 4 (0.79%) Rational Performance Tester
12 3 (0.59%) Axure RP
12 3 (0.59%) Balsamiq Mockups
General
1 92 (18.18%) Finance
2 29 (5.73%) Marketing
3 23 (4.55%) Retail
4 16 (3.16%) Banking
5 12 (2.37%) Telecoms
6 7 (1.38%) Multimedia
7 6 (1.19%) Games
7 6 (1.19%) Legal
8 4 (0.79%) Automotive
8 4 (0.79%) Electronics
8 4 (0.79%) Publishing
9 3 (0.59%) Billing
9 3 (0.59%) Pharmaceutical
10 2 (0.40%) Manufacturing
11 1 (0.20%) Advertising
11 1 (0.20%) Financial Institution
11 1 (0.20%) German Language
11 1 (0.20%) Law
11 1 (0.20%) Retail Banking
Job Titles
1 219 (43.28%) Developer
2 99 (19.57%) Architect
3 81 (16.01%) Analyst
4 60 (11.86%) SQL Developer
5 50 (9.88%) Data Architect
6 46 (9.09%) Business Intelligence Developer
7 41 (8.10%) Senior Developer
8 31 (6.13%) Java Developer
9 29 (5.73%) Data Analyst
9 29 (5.73%) Oracle Developer
10 28 (5.53%) Business Analyst
11 22 (4.35%) .NET Developer
11 22 (4.35%) SQL Server Developer
12 21 (4.15%) Data Warehouse Developer
13 20 (3.95%) C# Developer
13 20 (3.95%) DBA
14 19 (3.75%) Consultant
14 19 (3.75%) Database Developer
14 19 (3.75%) Java Engineer
15 18 (3.56%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 91 (17.98%) XML
2 78 (15.42%) Web Services
3 55 (10.87%) HTML
4 53 (10.47%) SOAP
5 52 (10.28%) .NET
6 47 (9.29%) REST
7 39 (7.71%) Apache Camel
8 37 (7.31%) Spring
9 33 (6.52%) ASP.NET
10 32 (6.32%) Java EE
11 29 (5.73%) CSS
12 28 (5.53%) XML Schema
13 27 (5.34%) RESTful
14 25 (4.94%) Ajax
14 25 (4.94%) HTML5
15 19 (3.75%) ASP.NET MVC
16 14 (2.77%) JSON
16 14 (2.77%) Middleware
17 13 (2.57%) jQuery
18 12 (2.37%) JSF
Miscellaneous
1 120 (23.72%) Analytical Skills
2 61 (12.06%) Computer Science
3 38 (7.51%) Management Information System
4 37 (7.31%) Enterprise Software
5 22 (4.35%) Semantic Web
6 12 (2.37%) Algorithms
6 12 (2.37%) Mobile App
7 10 (1.98%) Data Protection Act
8 8 (1.58%) N-Tier
8 8 (1.58%) Reinsurance
9 7 (1.38%) Data Structures
10 6 (1.19%) Kinect
10 6 (1.19%) User Experience
10 6 (1.19%) Xbox
11 5 (0.99%) Cyber Attack
11 5 (0.99%) NHS
12 4 (0.79%) iPad
13 3 (0.59%) Reference Data
13 3 (0.59%) Replication
13 3 (0.59%) Robotics
Operating Systems
1 25 (4.94%) Linux
2 21 (4.15%) Unix
3 19 (3.75%) Windows
4 11 (2.17%) Windows Server
5 8 (1.58%) Android
5 8 (1.58%) Apple iOS
6 1 (0.20%) Windows 10
6 1 (0.20%) Windows 8
Processes & Methodologies
1 207 (40.91%) Agile Software Development
2 202 (39.92%) Business Intelligence
3 195 (38.54%) ETL
4 75 (14.82%) Analytics
5 63 (12.45%) Data Management
6 61 (12.06%) Scrum
7 58 (11.46%) Software Engineering
8 51 (10.08%) Kimball Methodology
9 47 (9.29%) Performance Tuning
10 45 (8.89%) Continuous Integration
11 44 (8.70%) Data Integration
12 43 (8.50%) Migration
13 39 (7.71%) Data Analysis
13 39 (7.71%) Waterfall
14 37 (7.31%) SDLC
14 37 (7.31%) Stakeholder Management
15 36 (7.11%) Data Architecture
15 36 (7.11%) Project Management
15 36 (7.11%) SOA
16 35 (6.92%) TDD
Programming Languages
1 287 (56.72%) SQL
2 78 (15.42%) Java
3 66 (13.04%) T-SQL
4 59 (11.66%) PL/SQL
5 51 (10.08%) C#
6 49 (9.68%) JavaScript
7 33 (6.52%) Python
8 25 (4.94%) C++
9 21 (4.15%) C
10 14 (2.77%) ABAP
11 9 (1.78%) Ruby
12 8 (1.58%) VBA
13 7 (1.38%) R
13 7 (1.38%) VB
14 6 (1.19%) HQL
14 6 (1.19%) PowerShell
15 4 (0.79%) Data Analysis Expressions (DAX)
16 3 (0.59%) Bash Shell
16 3 (0.59%) Perl
17 2 (0.40%) Apex Code
Qualifications
1 108 (21.34%) Degree
2 11 (2.17%) Microsoft Certification
3 10 (1.98%) PhD
4 7 (1.38%) MCSA
4 7 (1.38%) Security Cleared
5 5 (0.99%) SC Cleared
6 4 (0.79%) ISTQB
6 4 (0.79%) MCITP
7 3 (0.59%) PMI Certification
7 3 (0.59%) Six Sigma Black Belt
8 2 (0.40%) MCTS
9 1 (0.20%) ITIL Certification
9 1 (0.20%) PRINCE2 Certification
Quality Assurance & Compliance
1 62 (12.25%) Data Quality
2 14 (2.77%) QA
3 10 (1.98%) PCI DSS
4 7 (1.38%) SLA
5 3 (0.59%) GDPR
6 2 (0.40%) ISO/IEC 27001
7 1 (0.20%) COBIT
System Software
1 7 (1.38%) Oracle RAC
2 2 (0.40%) Active Directory
Systems Management
1 9 (1.78%) Puppet
2 8 (1.58%) HP Quality Center
3 4 (0.79%) HP SiteScope
3 4 (0.79%) Perfmon
3 4 (0.79%) SCCM
4 3 (0.59%) Oozie
5 2 (0.40%) Ansible
Vendors
1 174 (34.39%) Oracle
2 77 (15.22%) Microsoft
3 66 (13.04%) Talend
4 52 (10.28%) SAP
5 37 (7.31%) Cognos
6 29 (5.73%) Tableau
7 24 (4.74%) Informatica
8 11 (2.17%) HP
9 8 (1.58%) Google
9 8 (1.58%) IBM
9 8 (1.58%) Teradata
10 7 (1.38%) Xamarin
11 6 (1.19%) Netezza
11 6 (1.19%) ServiceNow
12 5 (0.99%) Jaspersoft
13 4 (0.79%) Riverbed
13 4 (0.79%) Salesforce.com
13 4 (0.79%) SOASTA, Inc
14 3 (0.59%) Hyperion
15 2 (0.40%) Virgin Media
Wokingham, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £30000 per annum
Posted: 2 days ago
Berkshire
Austin Fraser
Salary: £55000 - £60000 per annum + Bonus + Benefits
Posted: 3 days ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £26000 - £35000 per annum
Posted: 4 days ago
Berkshire
Tria Recruitment
Salary: £0.00 - £90000 per annum + Benefits
Posted: 5 days ago
Reigate, Surrey
Client Server
Salary: £50k to £55k + benefits
Posted: 6 days ago
Winchester, Hampshire
University of Winchester
Salary: From £26,829 to £32,004 per annum plus £3,000 Market Supplement
Posted: 5 days ago
Wokingham, Berkshire
Experis Ltd
Salary: £25000 - £30000 per annum + Plus Excellent Benefits
Posted: 6 days ago
Berkshire
Computer People
Salary: £45000.00 - £55000.00 per annum
Posted: 2 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 3 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 3 days ago
Reading, Berkshire
Sanderson
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
Hampshire
Stott & May
Salary: £25000 - £35000 per annum
Posted: 5 days ago
Surrey
La Fosse Associates Limited
Salary: benefits package
Posted: 6 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £20000.00 - £26000.00 per annum + benefits
Posted: 24 days ago
Maidenhead, Berkshire
Maersk Line
Salary: Competitive
Posted: 10 days ago
High Wycombe
Michael Page Technology
Posted: 24 days ago
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 19 days ago
Maidenhead, Berkshire
Maersk Line
Salary: Competitive
Posted: 10 days ago