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

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / South East
Rank 182 167 207
Rank change year-on-year
-15 +40
Permanent jobs citing Data Modelling 237 378 272
As % of all permanent IT jobs located in the South East 1.61% 1.94% 1.32%
As % of the Processes & Methodologies category 1.88% 2.24% 1.56%
Number of salaries quoted 199 287 192
Median salary £53,500 £50,000 £47,500
Median salary % change year-on-year
+7.00% +5.26%
90% offered a salary of more than £36,800 £37,500 £33,500
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
12593 16856 17464
As % of all permanent IT jobs located in the South East 85.68% 86.54% 84.76%
Number of salaries quoted 10272 14212 14014
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 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £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 21 January 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 21 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
Berkshire -13 58 £55,000 +22.22% 8
Oxfordshire +26 55 £53,500 -10.83% 4
Surrey +16 39 £52,500 - 4
Hampshire -13 20 £43,500 -14.28% 9
West Sussex +11 19 £58,750 -6.00%
Buckinghamshire +16 17 £50,000 -28.57% 4
Kent +14 13 £31,750 -44.78% 3
East Sussex -2 6 £43,000 +4.87%
Sussex - 1 £35,000 -
Thames Valley - 1 £50,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 21 January 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.

1 273 (59.48%) SQL
2 202 (44.01%) Business Intelligence
3 178 (38.78%) ETL
4 177 (38.56%) Agile Software Development
5 172 (37.47%) Oracle
6 161 (35.08%) SQL Server
7 158 (34.42%) Data Warehouse
8 127 (27.67%) Analytical Skills
9 107 (23.31%) SQL Server Integration Services
10 84 (18.30%) Degree
11 80 (17.43%) PL/SQL
12 78 (16.99%) SQL Server Reporting Services
13 77 (16.78%) Analytics
14 71 (15.47%) SQL Server Analysis Services
14 71 (15.47%) Java
15 69 (15.03%) XML
15 69 (15.03%) Finance
16 65 (14.16%) Data Management
17 64 (13.94%) Big Data
18 62 (13.51%) Web Services
18 62 (13.51%) T-SQL
19 60 (13.07%) Kimball Methodology
20 59 (12.85%) Migration
21 56 (12.20%) Talend Open Studio
21 56 (12.20%) Talend
22 54 (11.76%) Computer Science
22 54 (11.76%) Management Information System
23 53 (11.55%) Data Quality
24 50 (10.89%) Scrum
24 50 (10.89%) Microsoft

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 33 (7.19%) JBoss
2 21 (4.58%) SAS
3 20 (4.36%) Oracle SOA Suite
4 17 (3.70%) Apache Pig
5 12 (2.61%) Tomcat
6 9 (1.96%) NetWeaver
6 9 (1.96%) WebLogic
7 8 (1.74%) GlassFish
8 7 (1.53%) SharePoint
9 6 (1.31%) WildFly
10 4 (0.87%) Jetty
11 3 (0.65%) IIS
12 2 (0.44%) Apache Spark
12 2 (0.44%) ArcGIS
12 2 (0.44%) ArcSDE
12 2 (0.44%) CMS
12 2 (0.44%) GeoServer
12 2 (0.44%) Luigi
13 1 (0.22%) MQSeries
13 1 (0.22%) OpenStack
Applications
1 42 (9.15%) MS Excel
2 17 (3.70%) SPSS
3 15 (3.27%) MS PowerPoint
4 12 (2.61%) MS Office
5 4 (0.87%) Moqups
Business Applications
1 18 (3.92%) SAP CRM
1 18 (3.92%) SAP Oil and Gas
2 15 (3.27%) FastStats
3 9 (1.96%) Dynamics CRM
3 9 (1.96%) SAP IS-U
4 5 (1.09%) SAP FI
5 3 (0.65%) SAP CO
5 3 (0.65%) SAP FI/CO
6 2 (0.44%) Adobe Campaign
6 2 (0.44%) HFM
6 2 (0.44%) Salesforce.com CRM
6 2 (0.44%) SAP FI-CA
7 1 (0.22%) IBM Operational Decision Manager
7 1 (0.22%) Oracle Applications
Cloud Services
1 33 (7.19%) Amazon AWS
2 23 (5.01%) SaaS
3 20 (4.36%) GitHub
4 19 (4.14%) PaaS
5 17 (3.70%) IaaS
6 11 (2.40%) Amazon S3
6 11 (2.40%) Microsoft Azure
7 5 (1.09%) Google Cloud Platform
8 4 (0.87%) Amazon SQS
8 4 (0.87%) Google Analytics
9 3 (0.65%) Cloud Computing
10 2 (0.44%) Force.com
Communications & Networking
1 10 (2.18%) HTTP
2 9 (1.96%) Internet
3 4 (0.87%) PPP
4 2 (0.44%) LDAP
Database & Business Intelligence
1 161 (35.08%) SQL Server
2 158 (34.42%) Data Warehouse
3 107 (23.31%) SQL Server Integration Services
4 78 (16.99%) SQL Server Reporting Services
5 71 (15.47%) SQL Server Analysis Services
6 64 (13.94%) Big Data
7 50 (10.89%) BusinessObjects
8 47 (10.24%) Power BI
9 46 (10.02%) NoSQL
10 45 (9.80%) Relational Database
11 43 (9.37%) Oracle Database
12 42 (9.15%) MySQL
13 38 (8.28%) Hadoop
14 37 (8.06%) OLAP
15 36 (7.84%) SQL Server 2008
16 34 (7.41%) SQL Server 2012
17 33 (7.19%) Oracle BI EE
18 32 (6.97%) QlikView
19 29 (6.32%) Apache Hive
20 27 (5.88%) SQL Server 2014
Development Applications
1 56 (12.20%) Talend Open Studio
2 38 (8.28%) JIRA
3 19 (4.14%) Team Foundation Server
4 18 (3.92%) Visual Studio
5 17 (3.70%) Jenkins
5 17 (3.70%) Toad
6 9 (1.96%) Oracle Forms
6 9 (1.96%) Vagrant
7 8 (1.74%) Atlassian Bamboo
7 8 (1.74%) Git (software)
7 8 (1.74%) JUnit
8 7 (1.53%) Cucumber
9 6 (1.31%) ERwin
9 6 (1.31%) Maven
10 5 (1.09%) Subversion
11 4 (0.87%) Balsamiq Mockups
11 4 (0.87%) Mockito
11 4 (0.87%) Rational Performance Tester
11 4 (0.87%) Selenium
11 4 (0.87%) TestNG
General
1 69 (15.03%) Finance
2 28 (6.10%) Marketing
3 19 (4.14%) Retail
4 12 (2.61%) Banking
5 8 (1.74%) Billing
6 7 (1.53%) Multimedia
7 6 (1.31%) Publishing
7 6 (1.31%) Telecoms
8 5 (1.09%) Manufacturing
9 4 (0.87%) Advertising
10 3 (0.65%) Electronics
10 3 (0.65%) Pharmaceutical
11 2 (0.44%) Automotive
12 1 (0.22%) Law
12 1 (0.22%) Legal
12 1 (0.22%) Retail Banking
Job Titles
1 215 (46.84%) Developer
2 82 (17.86%) Architect
3 79 (17.21%) Analyst
4 56 (12.20%) SQL Developer
5 50 (10.89%) Senior Developer
6 47 (10.24%) Business Intelligence Developer
7 43 (9.37%) Data Architect
8 36 (7.84%) Data Analyst
9 26 (5.66%) Oracle Developer
10 24 (5.23%) Business Developer
11 22 (4.79%) Business Analyst
11 22 (4.79%) Database Developer
12 20 (4.36%) Java Developer
12 20 (4.36%) SQL BI Developer
13 19 (4.14%) Solutions Architect
14 18 (3.92%) SSIS Developer
15 17 (3.70%) Data Warehouse Developer
15 17 (3.70%) SQL Server Developer
16 16 (3.49%) Consultant
17 15 (3.27%) DBA
Libraries, Frameworks & Software Standards
1 69 (15.03%) XML
2 62 (13.51%) Web Services
3 40 (8.71%) .NET
4 38 (8.28%) HTML
5 35 (7.63%) Spring
6 30 (6.54%) REST
7 29 (6.32%) SOAP
8 25 (5.45%) Apache Camel
9 24 (5.23%) Java EE
9 24 (5.23%) Middleware
10 21 (4.58%) XML Schema
11 20 (4.36%) ASP.NET
11 20 (4.36%) CSS
12 18 (3.92%) Hibernate
13 16 (3.49%) Struts
14 14 (3.05%) RESTful
15 12 (2.61%) Ajax
15 12 (2.61%) HTML5
15 12 (2.61%) JDBC
16 10 (2.18%) JMS
Miscellaneous
1 127 (27.67%) Analytical Skills
2 54 (11.76%) Computer Science
2 54 (11.76%) Management Information System
3 39 (8.50%) Data Integration
4 38 (8.28%) Enterprise Software
5 34 (7.41%) Statistics
6 23 (5.01%) Visualisation
7 22 (4.79%) Mathematics
8 15 (3.27%) Semantic Web
9 10 (2.18%) Taxonomies
10 9 (1.96%) Data Protection Act
11 7 (1.53%) User Experience
12 6 (1.31%) N-Tier
13 5 (1.09%) iPad
13 5 (1.09%) Mobile App
13 5 (1.09%) NHS
13 5 (1.09%) Reinsurance
14 4 (0.87%) Economics
14 4 (0.87%) Informatics
14 4 (0.87%) Inversion of Control
Operating Systems
1 22 (4.79%) Linux
2 17 (3.70%) Unix
3 6 (1.31%) Windows
4 2 (0.44%) Android
4 2 (0.44%) Apple iOS
Processes & Methodologies
1 202 (44.01%) Business Intelligence
2 178 (38.78%) ETL
3 177 (38.56%) Agile Software Development
4 77 (16.78%) Analytics
5 65 (14.16%) Data Management
6 60 (13.07%) Kimball Methodology
7 59 (12.85%) Migration
8 50 (10.89%) Scrum
9 49 (10.68%) Software Engineering
10 45 (9.80%) SOA
11 42 (9.15%) Performance Tuning
11 42 (9.15%) Waterfall
12 38 (8.28%) CRM
12 38 (8.28%) Stakeholder Management
13 36 (7.84%) Logical Data Model
14 35 (7.63%) Project Management
15 34 (7.41%) OO
16 32 (6.97%) Data Analytics
17 31 (6.75%) Mentoring
18 30 (6.54%) Data Architecture
Programming Languages
1 273 (59.48%) SQL
2 80 (17.43%) PL/SQL
3 71 (15.47%) Java
4 62 (13.51%) T-SQL
5 33 (7.19%) JavaScript
6 28 (6.10%) C#
7 18 (3.92%) ABAP
8 17 (3.70%) C
9 16 (3.49%) Python
10 14 (3.05%) Data Analysis Expressions (DAX)
11 13 (2.83%) C++
12 12 (2.61%) PowerShell
13 7 (1.53%) Shell Script
13 7 (1.53%) XQuery
14 6 (1.31%) HQL
15 5 (1.09%) R
15 5 (1.09%) VBA
16 2 (0.44%) Bash Shell
16 2 (0.44%) PHP
16 2 (0.44%) RPG
Qualifications
1 84 (18.30%) Degree
2 9 (1.96%) Microsoft Certification
3 7 (1.53%) MCSA
4 5 (1.09%) Six Sigma Black Belt
5 4 (0.87%) ISTQB
6 3 (0.65%) Security Cleared
7 2 (0.44%) MCITP
8 1 (0.22%) SC Cleared
Quality Assurance & Compliance
1 53 (11.55%) Data Quality
2 18 (3.92%) QA
3 7 (1.53%) PCI DSS
3 7 (1.53%) SLA
4 1 (0.22%) COBIT
4 1 (0.22%) GDPR
System Software
1 7 (1.53%) Oracle RAC
2 5 (1.09%) HDFS
Systems Management
1 20 (4.36%) Puppet
2 8 (1.74%) HP Quality Center
3 4 (0.87%) HP SiteScope
3 4 (0.87%) Perfmon
3 4 (0.87%) SCCM
4 2 (0.44%) Oozie
5 1 (0.22%) Hadoop YARN
Vendors
1 172 (37.47%) Oracle
2 56 (12.20%) Talend
3 50 (10.89%) Microsoft
4 43 (9.37%) SAP
5 42 (9.15%) Cognos
6 29 (6.32%) Tableau
7 25 (5.45%) Informatica
8 12 (2.61%) IBM
9 8 (1.74%) HP
10 7 (1.53%) Jaspersoft
11 6 (1.31%) Google
11 6 (1.31%) Netezza
11 6 (1.31%) Salesforce.com
11 6 (1.31%) ServiceNow
11 6 (1.31%) Teradata
12 5 (1.09%) Hyperion
13 4 (0.87%) Riverbed
13 4 (0.87%) SOASTA, Inc
14 2 (0.44%) Sophos
14 2 (0.44%) TIBCO
South East
Lawrence Harvey Enterprise
Salary: £40000.00 - £50000.00 per annum + Pension
Posted: 23 hours ago
Wokingham, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £35000 per annum
Posted: Yesterday
Southampton
Churchill Frank
Salary: £40000 - £45000 per annum + Lifestyle
Posted: 21 hours ago
Redhill, Surrey
Complete Tech Limited
Salary: Up to £60,000 per annum + fantastic benefits
Posted: 17 hours ago
Milton Keynes, Buckinghamshire
Robert Walters
Salary: £80000 - £94000 per annum + 10% Bonus, Car Allowance
Posted: Yesterday
Hampshire
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Portsmouth, Hampshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: Yesterday
Godalming
Nigel Frank International
Salary: £65000 - £70000 per annum + Benefits
Posted: 3 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: Yesterday
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: Yesterday
Berkshire
Austin Fraser
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 5 days ago
Woking, Surrey
Talent International
Salary: £45000 - £55000 per annum + negotiable
Posted: 5 days ago
Folkestone, Kent
Deerfoot IT Resources Ltd
Salary: £30000 - £35000 per annum
Posted: 4 days ago
Petersfield, Hampshire
Rullion IT Plus
Salary: £42000 - £55000 per annum + Pension
Posted: 5 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £55,000 per annum + 10% Bonus + Benefits
Posted: 5 days ago
Kent
Harvey Nash plc
Posted: 4 days ago
High Wycombe
Michael Page Technology
Salary: £40000 - £48000 per annum + Bonus + Benefits
Posted: 3 days ago
Oxford
Hays West And Wales
Salary: £30000 - £35000 per annum + Benefits
Posted: 9 days ago
Milton Keynes-CS
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 6 days ago
Lyndhurst
Spencer Ogden
Posted: 19 days ago
Wokingham, Berkshire
The People Network
Salary: £35000 - £38000 per annum + Superb Benefits
Posted: 4 days ago
Windsor, Berkshire
ANSON MCCADE
Salary: Competitive
Posted: 3 days ago
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: From £40,000 to £50,000 per annum
Posted: 15 days ago
Milton Keynes
Mint
Salary: £75000 - £90000 per annum + Excellent benefits package
Posted: 18 days ago
Hythe, Kent
Holiday Extra's
Salary: Excellent
Posted: 18 days ago
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: From £80,000 to £90,000 per annum
Posted: 17 days ago
Staines
Centrica
Salary: Competitive + benefits
Posted: 16 days ago