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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 195 155 205
Rank change year-on-year
-40 +50
Permanent jobs citing Data Modelling 233 438 311
As % of all permanent IT jobs located in the South East 1.44% 2.05% 1.41%
As % of the Processes & Methodologies category 1.68% 2.38% 1.68%
Number of salaries quoted 201 333 214
Median salary £52,500 £50,000 £45,000
Median salary % change year-on-year
+5.00% +11.11%
90% offered a salary of more than £37,500 £38,500 £34,356
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%
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
13901 18409 18505
As % of all permanent IT jobs located in the South East 85.86% 86.17% 84.04%
Number of salaries quoted 11463 15390 14659
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £67,500 £65,000 £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 10 December 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 10 December 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 -2 61 £55,000 +13.40% 5
Surrey +5 41 £55,000 +10.00% 2
Oxfordshire 0 33 £53,500 -2.72% 4
West Sussex +37 26 £57,500 +15.00% 1
Hampshire -46 19 £45,000 -5.26% 4
Buckinghamshire -5 18 £50,000 +5.26% 1
East Sussex +7 15 £42,000 -18.04%
Kent +8 8 £54,000 +44.00% 1
Sussex - 1 £35,000 -
Home Counties - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 10 December 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.

1 248 (54.27%) SQL
2 190 (41.58%) Business Intelligence
3 168 (36.76%) ETL
4 157 (34.35%) SQL Server
5 156 (34.14%) Oracle
6 153 (33.48%) Data Warehouse
7 148 (32.39%) Agile Software Development
8 118 (25.82%) Analytical Skills
9 106 (23.19%) SQL Server Integration Services
10 86 (18.82%) Finance
11 85 (18.60%) Degree
12 81 (17.72%) Analytics
13 74 (16.19%) Java
13 74 (16.19%) PL/SQL
14 69 (15.10%) SQL Server Reporting Services
15 68 (14.88%) SQL Server Analysis Services
16 63 (13.79%) T-SQL
16 63 (13.79%) Big Data
17 60 (13.13%) Microsoft
18 59 (12.91%) XML
19 58 (12.69%) Data Management
20 55 (12.04%) Migration
21 51 (11.16%) Web Services
22 50 (10.94%) OO
22 50 (10.94%) Kimball Methodology
23 48 (10.50%) Statistics
24 47 (10.28%) CRM
24 47 (10.28%) Management Information System
25 45 (9.85%) NoSQL
26 44 (9.63%) SOA

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 (7.66%) SAS
2 22 (4.81%) JBoss
3 21 (4.60%) Oracle SOA Suite
4 12 (2.63%) Apache Pig
4 12 (2.63%) Tomcat
5 8 (1.75%) GlassFish
5 8 (1.75%) NetWeaver
5 8 (1.75%) WebLogic
6 7 (1.53%) SharePoint
7 6 (1.31%) WildFly
8 4 (0.88%) Apache Spark
8 4 (0.88%) Jetty
9 3 (0.66%) IIS
10 2 (0.44%) CMS
11 1 (0.22%) ArcGIS
11 1 (0.22%) ArcSDE
11 1 (0.22%) GeoServer
11 1 (0.22%) MQSeries
Applications
1 41 (8.97%) MS Excel
2 23 (5.03%) SPSS
3 22 (4.81%) MS PowerPoint
4 10 (2.19%) MS Office
5 4 (0.88%) MS Project
6 2 (0.44%) Moqups
7 1 (0.22%) MS Visio
Business Applications
1 22 (4.81%) FastStats
2 17 (3.72%) SAP CRM
2 17 (3.72%) SAP Oil and Gas
3 11 (2.41%) Dynamics CRM
4 9 (1.97%) SAP IS-U
5 5 (1.09%) SAP FI
6 3 (0.66%) Cognos Business Intelligence
6 3 (0.66%) SAP CO
6 3 (0.66%) SAP FI/CO
7 2 (0.44%) Adobe Campaign
7 2 (0.44%) HFM
7 2 (0.44%) Salesforce.com CRM
7 2 (0.44%) SAP FI-CA
8 1 (0.22%) IBM Operational Decision Manager
8 1 (0.22%) Oracle Applications
8 1 (0.22%) SAP Business One
8 1 (0.22%) Tesseract
Cloud Services
1 24 (5.25%) Amazon AWS
2 23 (5.03%) SaaS
3 19 (4.16%) PaaS
4 18 (3.94%) GitHub
5 17 (3.72%) IaaS
6 9 (1.97%) Microsoft Azure
7 7 (1.53%) Amazon S3
8 6 (1.31%) Google Analytics
9 3 (0.66%) Cloud Computing
10 1 (0.22%) Office 365
Communications & Networking
1 14 (3.06%) Internet
2 11 (2.41%) HTTP
3 2 (0.44%) LDAP
3 2 (0.44%) PPP
4 1 (0.22%) SMTP
4 1 (0.22%) SSL
Database & Business Intelligence
1 157 (34.35%) SQL Server
2 153 (33.48%) Data Warehouse
3 106 (23.19%) SQL Server Integration Services
4 69 (15.10%) SQL Server Reporting Services
5 68 (14.88%) SQL Server Analysis Services
6 63 (13.79%) Big Data
7 45 (9.85%) NoSQL
8 43 (9.41%) BusinessObjects
9 41 (8.97%) MySQL
9 41 (8.97%) SQL Server 2012
9 41 (8.97%) SQL Server 2014
10 38 (8.32%) Power BI
11 36 (7.88%) OLAP
12 35 (7.66%) Oracle Database
13 34 (7.44%) SQL Server 2008
14 33 (7.22%) QlikView
15 32 (7.00%) Hadoop
16 29 (6.35%) Relational Database
17 27 (5.91%) Oracle BI EE
18 26 (5.69%) OLTP
Development Applications
1 38 (8.32%) Talend Open Studio
2 28 (6.13%) JIRA
3 19 (4.16%) Visual Studio
4 17 (3.72%) Team Foundation Server
5 13 (2.84%) Jenkins
5 13 (2.84%) Toad
6 9 (1.97%) Vagrant
7 8 (1.75%) Git (software)
8 7 (1.53%) Cucumber
9 6 (1.31%) ERwin
9 6 (1.31%) Maven
10 5 (1.09%) Oracle Forms
10 5 (1.09%) Subversion
11 4 (0.88%) Atlassian Bamboo
11 4 (0.88%) JMeter
11 4 (0.88%) JUnit
11 4 (0.88%) Rational Performance Tester
11 4 (0.88%) TestNG
12 2 (0.44%) Eclipse
12 2 (0.44%) TortoiseSVN
General
1 86 (18.82%) Finance
2 27 (5.91%) Marketing
3 15 (3.28%) Telecoms
4 13 (2.84%) Automotive
5 10 (2.19%) Aerospace
6 9 (1.97%) Retail
7 8 (1.75%) Banking
8 7 (1.53%) Billing
9 6 (1.31%) Multimedia
10 5 (1.09%) Advertising
10 5 (1.09%) Manufacturing
11 3 (0.66%) Publishing
12 2 (0.44%) Pharmaceutical
13 1 (0.22%) Electronics
13 1 (0.22%) Law
13 1 (0.22%) Retail Banking
Job Titles
1 219 (47.92%) Developer
2 93 (20.35%) Analyst
3 81 (17.72%) Architect
4 59 (12.91%) SQL Developer
5 54 (11.82%) Business Intelligence Developer
6 51 (11.16%) Data Architect
7 47 (10.28%) Senior Developer
8 43 (9.41%) Data Analyst
9 35 (7.66%) Business Developer
10 26 (5.69%) Business Analyst
11 25 (5.47%) Java Developer
12 22 (4.81%) SQL BI Developer
13 21 (4.60%) Oracle Developer
13 21 (4.60%) SSIS Developer
14 20 (4.38%) Digital Analyst
14 20 (4.38%) Digital Marketing Analyst
14 20 (4.38%) Marketing Analyst
15 19 (4.16%) CRM Developer
15 19 (4.16%) DBA
15 19 (4.16%) SAP BusinessObjects (BO) Developer
Libraries, Frameworks & Software Standards
1 59 (12.91%) XML
2 51 (11.16%) Web Services
3 42 (9.19%) HTML
4 37 (8.10%) .NET
5 29 (6.35%) Spring
6 26 (5.69%) CSS
7 25 (5.47%) REST
8 23 (5.03%) Middleware
8 23 (5.03%) XML Schema
9 20 (4.38%) ASP.NET
10 19 (4.16%) Hibernate
10 19 (4.16%) SOAP
11 17 (3.72%) MDX
12 16 (3.50%) Java EE
13 14 (3.06%) Ajax
13 14 (3.06%) Apache Camel
14 13 (2.84%) HTML5
14 13 (2.84%) JDBC
14 13 (2.84%) Struts
15 10 (2.19%) jQuery
Miscellaneous
1 118 (25.82%) Analytical Skills
2 48 (10.50%) Statistics
3 47 (10.28%) Management Information System
4 43 (9.41%) Computer Science
5 37 (8.10%) Mathematics
6 36 (7.88%) Data Integration
7 29 (6.35%) Enterprise Software
8 21 (4.60%) Visualisation
9 11 (2.41%) Algorithms
10 9 (1.97%) Data Protection Act
10 9 (1.97%) Taxonomies
11 6 (1.31%) Clustering
11 6 (1.31%) User Experience
12 5 (1.09%) Reinsurance
12 5 (1.09%) Semantic Web
13 4 (0.88%) Cloud Native
13 4 (0.88%) Driving Licence
13 4 (0.88%) HACMP
13 4 (0.88%) Inversion of Control
13 4 (0.88%) Physics
Operating Systems
1 14 (3.06%) Linux
2 9 (1.97%) Windows
3 4 (0.88%) Unix
4 2 (0.44%) Android
4 2 (0.44%) Apple iOS
5 1 (0.22%) Windows 7
5 1 (0.22%) Windows 8
5 1 (0.22%) Windows Server
Processes & Methodologies
1 190 (41.58%) Business Intelligence
2 168 (36.76%) ETL
3 148 (32.39%) Agile Software Development
4 81 (17.72%) Analytics
5 58 (12.69%) Data Management
6 55 (12.04%) Migration
7 50 (10.94%) Kimball Methodology
7 50 (10.94%) OO
8 47 (10.28%) CRM
9 44 (9.63%) SOA
10 43 (9.41%) Scrum
11 42 (9.19%) Logical Data Model
12 41 (8.97%) Software Engineering
13 40 (8.75%) Data Analysis
13 40 (8.75%) Waterfall
14 38 (8.32%) Performance Tuning
15 35 (7.66%) Data Analytics
16 31 (6.78%) Stakeholder Management
17 30 (6.56%) Project Management
18 29 (6.35%) Data Architecture
Programming Languages
1 248 (54.27%) SQL
2 74 (16.19%) Java
2 74 (16.19%) PL/SQL
3 63 (13.79%) T-SQL
4 36 (7.88%) JavaScript
5 34 (7.44%) C#
6 19 (4.16%) C
7 17 (3.72%) ABAP
7 17 (3.72%) Data Analysis Expressions (DAX)
8 16 (3.50%) Python
9 15 (3.28%) C++
10 10 (2.19%) PowerShell
11 8 (1.75%) PHP
12 7 (1.53%) R
12 7 (1.53%) Shell Script
12 7 (1.53%) XQuery
13 6 (1.31%) HQL
14 5 (1.09%) VBA
15 4 (0.88%) Scala
16 2 (0.44%) XPath
Qualifications
1 85 (18.60%) Degree
2 8 (1.75%) Microsoft Certification
3 6 (1.31%) MCSA
4 5 (1.09%) Six Sigma Black Belt
5 4 (0.88%) ISTQB
5 4 (0.88%) Security Cleared
6 2 (0.44%) MCITP
6 2 (0.44%) SC Cleared
7 1 (0.22%) CBAP
7 1 (0.22%) DV Cleared
7 1 (0.22%) IIBA
Quality Assurance & Compliance
1 40 (8.75%) Data Quality
2 20 (4.38%) QA
3 6 (1.31%) PCI DSS
3 6 (1.31%) SLA
4 1 (0.22%) COBIT
4 1 (0.22%) ISO/IEC 27001
System Software
1 5 (1.09%) HDFS
2 4 (0.88%) Oracle RAC
2 4 (0.88%) Veritas Cluster Server
Systems Management
1 18 (3.94%) Puppet
2 8 (1.75%) HP Quality Center
3 4 (0.88%) HP SiteScope
3 4 (0.88%) Perfmon
3 4 (0.88%) SCCM
4 1 (0.22%) Enterprise Manager Cloud Control
4 1 (0.22%) Hadoop YARN
4 1 (0.22%) Oracle RMAN
Vendors
1 156 (34.14%) Oracle
2 60 (13.13%) Microsoft
3 42 (9.19%) Cognos
4 38 (8.32%) Talend
5 37 (8.10%) SAP
6 30 (6.56%) Tableau
7 23 (5.03%) IBM
8 18 (3.94%) Informatica
9 8 (1.75%) HP
9 8 (1.75%) Salesforce.com
10 7 (1.53%) Jaspersoft
11 6 (1.31%) Google
11 6 (1.31%) ServiceNow
12 5 (1.09%) Hyperion
13 4 (0.88%) Riverbed
13 4 (0.88%) Sage
13 4 (0.88%) Salesforce Marketing Cloud
13 4 (0.88%) SOASTA, Inc
13 4 (0.88%) SolarWinds
14 3 (0.66%) Netezza
South East
Austin Fraser
Salary: £55000 - £65000 per annum + Bonus + Benefits
Posted: 2 days ago
Redhill, Surrey
Zorba Consulting Limited
Salary: £48k - 55k per year + bonus + benefits
Posted: 5 days ago
Berkshire
Austin Fraser
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 5 days ago
Bracknell, Berkshire
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 5 days ago
Oxford, Oxfordshire
Corriculo
Salary: Up to £55,000 per annum + 10% Bonus + Benefits
Posted: 4 days ago
Surrey
Edward Carter Solutions
Salary: £55000 - £60000 per annum + Excellent benefits
Posted: 3 days ago
Basingstoke, Hampshire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
Tunbridge Wells, Kent
Searchability
Salary: £20000 - £25000 per annum
Posted: 5 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 4 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Kingfisher Consultancy
Salary: £45000 - £55000 per annum + flexiworking, 26 hols, pension
Posted: 5 days ago
South East England
Computer Futures
Salary: £80000 - £85000 per annum + competitive
Posted: 10 days ago
West Sussex
Lawrence Harvey
Salary: £45000.00 - £55000.00 per annum + bonus, pension, health care
Posted: 16 days ago
Maidenhead
People Source Consulting
Salary: £50000 - £60000 per annum
Posted: 13 days ago
Farnborough, Hampshire
Locus Software
Salary: From £45,000 to £60,000 per annum depending on experience
Posted: 26 days ago