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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
England / South East
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 182 178 168
Rank change year-on-year -4 -10  
Permanent jobs citing Data Modelling 240 320 394
As % of all permanent IT jobs advertised in the South East 1.66% 1.73% 1.84%
As % of the Processes & Methodologies category 1.91% 2.00% 2.13%
Number of salaries quoted 196 256 326
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00%  
90% offered a salary of more than £40,000 £40,000 £36,500
10% offered a salary of more than £77,500 £69,000 £65,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 12557 16019 18460
As % of all permanent IT job vacancies advertised in the South East 86.81% 86.69% 86.42%
Number of salaries quoted 10374 13429 14775
Median salary £47,500 £46,796 £45,000
Median salary % change year-on-year +1.50% +3.99%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £67,500 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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
Berkshire +66 88 £50,000 -14.31% 7
Surrey -21 38 £55,000 +15.78% 9
Oxfordshire -17 27 £53,750 -2.27% 5
Hampshire +3 23 £46,500 +6.28% 3
Buckinghamshire 0 23 £62,000 +30.52% 6
Kent +5 18 £45,000 -18.18% 3
West Sussex +3 13 £53,750 -2.27% 2
East Sussex +3 7 £65,000 +62.50%
Data Modelling
England

For the 6 months to 24 June 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.

1 266 (52.36%) SQL
2 186 (36.61%) Agile Software Development
3 179 (35.24%) Business Intelligence
4 178 (35.04%) ETL
5 170 (33.46%) SQL Server
6 140 (27.56%) Finance
7 128 (25.20%) Data Warehouse
8 125 (24.61%) Oracle
9 112 (22.05%) Microsoft
10 110 (21.65%) Big Data
11 105 (20.67%) Analytical Skills
12 98 (19.29%) T-SQL
13 97 (19.09%) SQL Server Integration Services
13 97 (19.09%) Analytics
14 94 (18.50%) XML
15 89 (17.52%) Degree
16 79 (15.55%) SQL Server Reporting Services
17 73 (14.37%) Data Management
18 72 (14.17%) Continuous Integration
19 69 (13.58%) C#
19 69 (13.58%) .NET
20 68 (13.39%) BusinessObjects
21 67 (13.19%) Scrum
22 66 (12.99%) Data Quality
23 65 (12.80%) Web Services
24 62 (12.20%) Java
25 61 (12.01%) SOAP
26 60 (11.81%) Hadoop
27 58 (11.42%) JavaScript
27 58 (11.42%) Data Strategy

Data Modelling
Co-occurring 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 34 (6.69%) JBoss
2 11 (2.17%) Apache Spark
3 8 (1.57%) CMS
3 8 (1.57%) Sitefinity
4 7 (1.38%) Oracle SOA Suite
5 6 (1.18%) SharePoint
6 5 (0.98%) Luigi
7 4 (0.79%) Apache Pig
7 4 (0.79%) Elasticsearch
8 3 (0.59%) Apache
8 3 (0.59%) SAS
9 2 (0.39%) Cloud Foundry
9 2 (0.39%) NetWeaver
9 2 (0.39%) NServiceBus
9 2 (0.39%) WildFly
10 1 (0.20%) BizTalk Server
10 1 (0.20%) Oracle Workflow
10 1 (0.20%) WebLogic
Applications
1 18 (3.54%) Microsoft Excel
2 15 (2.95%) Spreadsheet
3 6 (1.18%) Microsoft Office
4 2 (0.39%) Moqups
4 2 (0.39%) MS Visio
4 2 (0.39%) SPSS
5 1 (0.20%) Microsoft PowerPoint
5 1 (0.20%) Microsoft Project
5 1 (0.20%) SPSS Modeler
Business Applications
1 8 (1.57%) SAP CO
1 8 (1.57%) SAP FI
1 8 (1.57%) SAP FI/CO
1 8 (1.57%) SAP FSCM
1 8 (1.57%) SAP MM
1 8 (1.57%) SAP PS
1 8 (1.57%) SAP SD
2 2 (0.39%) Dynamics CRM
3 1 (0.20%) Cognos TM1
3 1 (0.20%) Dynamics GP
3 1 (0.20%) Oracle EBS
3 1 (0.20%) SAP CRM
3 1 (0.20%) SAP ERP
3 1 (0.20%) SAP IS-U
3 1 (0.20%) SAP Oil and Gas
3 1 (0.20%) SAP R/3
Cloud Services
1 22 (4.33%) Amazon AWS
2 17 (3.35%) Microsoft Azure
3 11 (2.17%) SaaS
4 9 (1.77%) Azure Machine Learning
5 6 (1.18%) Adobe Analytics
5 6 (1.18%) Amazon S3
5 6 (1.18%) Amazon SQS
6 5 (0.98%) Google Cloud Platform
7 4 (0.79%) IaaS
7 4 (0.79%) PaaS
8 3 (0.59%) Cloud Computing
8 3 (0.59%) Force.com
9 2 (0.39%) Cortana Intelligence Suite
Communications & Networking
1 1 (0.20%) HTTP
1 1 (0.20%) Internet
1 1 (0.20%) PPP
1 1 (0.20%) SMTP
1 1 (0.20%) SSL
Database & Business Intelligence
1 170 (33.46%) SQL Server
2 128 (25.20%) Data Warehouse
3 110 (21.65%) Big Data
4 97 (19.09%) SQL Server Integration Services
5 79 (15.55%) SQL Server Reporting Services
6 68 (13.39%) BusinessObjects
7 60 (11.81%) Hadoop
8 57 (11.22%) Power BI
9 51 (10.04%) Relational Database
10 45 (8.86%) QlikView
11 35 (6.89%) Data Mining
12 33 (6.50%) Data Lake
13 32 (6.30%) Apache Hive
14 29 (5.71%) DB2
15 28 (5.51%) Qlik Sense
15 28 (5.51%) SQL Server Analysis Services
16 25 (4.92%) Oracle Database
17 21 (4.13%) SQL Server 2008
18 18 (3.54%) Oracle BI EE
19 16 (3.15%) NoSQL
Development Applications
1 40 (7.87%) Talend Open Studio
2 39 (7.68%) JIRA
3 27 (5.31%) Team Foundation Server
4 18 (3.54%) Git (software)
5 16 (3.15%) NuGet
6 14 (2.76%) Subversion
7 10 (1.97%) gulp
7 10 (1.97%) Visual Studio
8 8 (1.57%) Jenkins
8 8 (1.57%) Oracle Forms
8 8 (1.57%) Toad
9 7 (1.38%) Atlassian Bamboo
9 7 (1.38%) NUnit
10 6 (1.18%) Ant
10 6 (1.18%) JUnit
10 6 (1.18%) Mockito
10 6 (1.18%) Selenium
11 5 (0.98%) webpack
12 4 (0.79%) ERwin
13 3 (0.59%) Rational Rose
General
1 140 (27.56%) Finance
2 37 (7.28%) Marketing
3 25 (4.92%) Retail
4 21 (4.13%) Telecoms
5 12 (2.36%) Games
6 10 (1.97%) Banking
7 9 (1.77%) Automotive
7 9 (1.77%) Publishing
8 6 (1.18%) Legal
9 4 (0.79%) Multimedia
10 3 (0.59%) Back Office
10 3 (0.59%) Electronics
11 2 (0.39%) Billing
11 2 (0.39%) Financial Institution
11 2 (0.39%) German Language
11 2 (0.39%) Law
12 1 (0.20%) Advertising
12 1 (0.20%) Italian Language
12 1 (0.20%) Portuguese Language
12 1 (0.20%) Spanish Language
Job Titles
1 201 (39.57%) Developer
2 102 (20.08%) Analyst
3 91 (17.91%) Architect
4 71 (13.98%) SQL Developer
5 59 (11.61%) Data Architect
6 44 (8.66%) Business Intelligence Developer
7 39 (7.68%) Data Warehouse Developer
8 37 (7.28%) Business Analyst
9 35 (6.89%) Senior Developer
10 34 (6.69%) Data Analyst
11 32 (6.30%) .NET Developer
12 29 (5.71%) C# Developer
12 29 (5.71%) Java Developer
13 28 (5.51%) ASP.NET Developer
13 28 (5.51%) Senior Analyst
14 27 (5.31%) C# .NET Developer
14 27 (5.31%) C# ASP.NET Developer
15 25 (4.92%) QlikView Developer
16 22 (4.33%) Oracle Developer
16 22 (4.33%) SSIS Developer
Libraries, Frameworks & Software Standards
1 94 (18.50%) XML
2 69 (13.58%) .NET
3 65 (12.80%) Web Services
4 61 (12.01%) SOAP
5 57 (11.22%) REST
6 48 (9.45%) ASP.NET
7 44 (8.66%) HTML
8 34 (6.69%) Spring
9 32 (6.30%) Apache Camel
9 32 (6.30%) RESTful
10 29 (5.71%) ASP.NET MVC
11 27 (5.31%) CSS
11 27 (5.31%) Java EE
11 27 (5.31%) XML Schema
12 25 (4.92%) JSON
13 23 (4.53%) .NET Framework
14 22 (4.33%) HTML5
15 16 (3.15%) Ajax
15 16 (3.15%) ASP.NET Web API
16 14 (2.76%) JSP
Miscellaneous
1 105 (20.67%) Analytical Skills
2 40 (7.87%) Computer Science
3 27 (5.31%) Enterprise Software
4 23 (4.53%) Algorithms
5 19 (3.74%) User Experience
6 15 (2.95%) Data Structures
6 15 (2.95%) Greenfield Project
6 15 (2.95%) Management Information System
7 13 (2.56%) Semantic Web
8 11 (2.17%) Mobile App
9 7 (1.38%) Reinsurance
10 6 (1.18%) Kinect
10 6 (1.18%) N-Tier
10 6 (1.18%) Wiki
10 6 (1.18%) Xbox
11 5 (0.98%) Cyber Attack
11 5 (0.98%) Cyberthreat
11 5 (0.98%) EPoS
12 3 (0.59%) iPad
12 3 (0.59%) Virtual Team
Operating Systems
1 29 (5.71%) Windows
2 22 (4.33%) Windows Server
3 21 (4.13%) Linux
4 18 (3.54%) Unix
5 6 (1.18%) Android
5 6 (1.18%) Apple iOS
6 1 (0.20%) Windows 10
6 1 (0.20%) Windows 8
Processes & Methodologies
1 186 (36.61%) Agile Software Development
2 179 (35.24%) Business Intelligence
3 178 (35.04%) ETL
4 97 (19.09%) Analytics
5 73 (14.37%) Data Management
6 72 (14.17%) Continuous Integration
7 67 (13.19%) Scrum
8 58 (11.42%) Data Strategy
9 54 (10.63%) Test Automation
10 52 (10.24%) SDLC
11 47 (9.25%) Data Analysis
11 47 (9.25%) TDD
12 46 (9.06%) Data Integration
13 44 (8.66%) Mathematics
14 43 (8.46%) Mentoring
14 43 (8.46%) Software Engineering
15 42 (8.27%) Data Architecture
15 42 (8.27%) Visualisation
16 40 (7.87%) MVC
17 38 (7.48%) Performance Tuning
Programming Languages
1 266 (52.36%) SQL
2 98 (19.29%) T-SQL
3 69 (13.58%) C#
4 62 (12.20%) Java
5 58 (11.42%) JavaScript
6 51 (10.04%) Python
7 22 (4.33%) PL/SQL
8 21 (4.13%) C++
9 20 (3.94%) R
10 18 (3.54%) PowerShell
11 16 (3.15%) C
12 15 (2.95%) Ruby
13 9 (1.77%) ABAP
13 9 (1.77%) VB
13 9 (1.77%) VB.NET
14 6 (1.18%) Bash Shell
14 6 (1.18%) Scala
14 6 (1.18%) TypeScript
15 5 (0.98%) MATLAB
15 5 (0.98%) VBA
Qualifications
1 89 (17.52%) Degree
2 21 (4.13%) Security Cleared
3 15 (2.95%) SC Cleared
4 14 (2.76%) PhD
5 12 (2.36%) Computer Science Degree
5 12 (2.36%) Numerate Degree
6 9 (1.77%) Master's Degree
7 8 (1.57%) DV Cleared
8 3 (0.59%) MCITP
8 3 (0.59%) MCTS
8 3 (0.59%) Microsoft Certification
8 3 (0.59%) PMI Certification
9 2 (0.39%) CCIE
9 2 (0.39%) CCNP
9 2 (0.39%) Cisco Certification
9 2 (0.39%) ISEB
10 1 (0.20%) ITIL Certification
10 1 (0.20%) PRINCE2 Certification
Quality Assurance & Compliance
1 66 (12.99%) Data Quality
2 19 (3.74%) QA
3 5 (0.98%) SLA
4 4 (0.79%) GDPR
5 3 (0.59%) PCI DSS
6 2 (0.39%) COBIT
6 2 (0.39%) ISO/IEC 27001
7 1 (0.20%) ISO/IEC 19770
System Software
1 5 (0.98%) Oracle RAC
2 2 (0.39%) Active Directory
3 1 (0.20%) Apache Flume
3 1 (0.20%) HDFS
Systems Management
1 4 (0.79%) Kibana
1 4 (0.79%) Oozie
2 2 (0.39%) Ansible
Vendors
1 125 (24.61%) Oracle
2 112 (22.05%) Microsoft
3 46 (9.06%) SAP
4 40 (7.87%) Talend
5 32 (6.30%) Tableau
6 28 (5.51%) Cognos
7 12 (2.36%) Informatica
7 12 (2.36%) MicroStrategy
8 11 (2.17%) Google
9 9 (1.77%) Hortonworks
9 9 (1.77%) IBM
10 7 (1.38%) Adobe
10 7 (1.38%) Xamarin
11 6 (1.18%) Facebook
11 6 (1.18%) Salesforce.com
12 4 (0.79%) Teradata
13 3 (0.59%) HP
13 3 (0.59%) webMethods
14 2 (0.39%) Casewise
14 2 (0.39%) Sun
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £48K plus bonus plus benefits
Posted: Yesterday
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £60000 - £70000 per annum + Plus Bonus and Benefits
Posted: Yesterday
Maidenhead, Berkshire
onezeero.
Salary: £44000 - £60000 per annum
Posted: 3 days ago
Reigate, Surrey
TLP Consultancy Ltd.
Salary: £40000 - £48000 per annum + excellent package
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: Yesterday
Reigate, Surrey
Client Server
Salary: £55k to £65k + benefits
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Eurostaff Group Limited
Posted: 2 days ago
Crawley, West Sussex
Comtecs
Salary: £65000 - £70000 Per Annum + Bonus + Excellent Benefits
Posted: 3 days ago
Surrey
Pioneer Search
Salary: £55000.00 - £65000.00 per annum
Posted: 3 days ago
South East
Schroders plc
Posted: 4 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £70,000 per annum + benefits like Training, Healthcare coverage
Posted: 2 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £35,000 per annum
Posted: 5 days ago
West Malling, Kent
Intotec
Salary: Great Company Benefits including Contribution Pension and PMI
Posted: 2 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 3 days ago
Bracknell, Berkshire
Oblix IT
Salary: From £60,000 to £65,000 per annum + Benefits
Posted: Yesterday
Beaconsfield, Buckinghamshire
Davanti Solutions
Salary: From £50,000 to £55,000 per annum
Posted: 4 days ago
Southampton, Hampshire
Kingfisher IT Services
Salary: Negotiable dependent on exp. + Benefits and Bonus potential
Posted: 10 days ago
Milton Keynes
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £50000.00 per annum
Posted: 22 days ago
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 60,000 + Car + Benefits
Posted: 5 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £65,000 to £70,000 per annum + bonus & extensive benefits
Posted: 19 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 19 days ago
Crawley
Ampersand Consulting
Salary: £30000 - £35000 per annum
Posted: 22 days ago
Oxford, Oxfordshire
Real Time Recruitment Solutions
Salary: Circa 50,000 plus benefits
Posted: 5 days ago
Portsmouth
aap3
Salary: £45000.00 - £48000.00 per annum
Posted: 19 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £50,000 to £60,000 per annum + 7.5% bonus + benefits
Posted: 18 days ago
Kent
Ampersand Consulting
Salary: £70000 - £80000 per annum + Fantastic Benefits
Posted: 18 days ago
Oxford
Hays West And Wales
Salary: £12000.00 - £90000.00 per annum
Posted: 16 days ago