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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 218 179 207
Rank change year-on-year
-39 +28
Permanent jobs citing Data Modelling 252 354 316
As % of all permanent IT jobs located in the South East 1.39% 1.70% 1.40%
As % of the Processes & Methodologies category 1.61% 1.98% 1.67%
Number of salaries quoted 211 293 235
Median salary £50,000 £55,000 £50,000
Median salary % change year-on-year
-9.09% +10.00%
90% offered a salary of more than £40,000 £38,800 £40,000
10% offered a salary of more than £80,000 £70,000 £69,750
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
15641 17840 18963
As % of all permanent IT jobs located in the South East 85.98% 85.56% 83.77%
Number of salaries quoted 13099 14560 14678
Median salary £47,500 £45,000 £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 £70,000 £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 25 August 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 25 August 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
Surrey +56 68 £47,500 -5.00% 3
Berkshire -17 60 £55,000 -15.38% 7
Oxfordshire -15 34 £65,000 +13.04% 4
Hampshire -43 31 £47,500 +5.55% 3
East Sussex 0 24 £39,500 -28.18% 5
Buckinghamshire -16 19 £50,000 -9.09% 2
West Sussex +4 7 £35,000 -30.00% 3
Kent +9 5 £50,000 +11.11%
Middlesex +11 3 £55,000 +10.00%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 25 August 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.

1 263 (44.65%) SQL
2 205 (34.80%) Business Intelligence
3 191 (32.43%) ETL
4 179 (30.39%) Agile Software Development
5 175 (29.71%) Oracle
6 156 (26.49%) SQL Server
7 149 (25.30%) Data Warehouse
7 149 (25.30%) Analytical Skills
8 148 (25.13%) Finance
9 136 (23.09%) Degree
10 114 (19.35%) Java
11 110 (18.68%) XML
12 109 (18.51%) Analytics
13 104 (17.66%) OO
14 95 (16.13%) Data Analysis
15 91 (15.45%) SQL Server Integration Services
16 90 (15.28%) Big Data
17 79 (13.41%) SOA
18 77 (13.07%) UML
19 76 (12.90%) Data Management
20 75 (12.73%) Microsoft
21 72 (12.22%) SDLC
22 71 (12.05%) BusinessObjects
23 69 (11.71%) PL/SQL
24 67 (11.38%) Business Analysis
25 65 (11.04%) T-SQL
26 64 (10.87%) Automotive
26 64 (10.87%) Use Case
27 63 (10.70%) Migration
27 63 (10.70%) OOP

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 31 (5.26%) SAS
2 25 (4.24%) Confluence
3 23 (3.90%) JBoss
4 14 (2.38%) CMS
4 14 (2.38%) SharePoint
5 11 (1.87%) NServiceBus
6 9 (1.53%) Apache Spark
7 8 (1.36%) Apache Pig
7 8 (1.36%) WebLogic
8 7 (1.19%) Apache Solr
8 7 (1.19%) Umbraco
9 4 (0.68%) Alfresco
9 4 (0.68%) IIS
9 4 (0.68%) NetWeaver
10 2 (0.34%) Jetty
10 2 (0.34%) SharePoint 2010
10 2 (0.34%) SharePoint 2013
10 2 (0.34%) Tomcat
11 1 (0.17%) Apache
11 1 (0.17%) Elasticsearch
Applications
1 60 (10.19%) MS Excel
2 18 (3.06%) MS PowerPoint
2 18 (3.06%) SPSS
3 16 (2.72%) MS Visio
4 10 (1.70%) MS Office
5 5 (0.85%) MS Project
5 5 (0.85%) Spreadsheet
6 1 (0.17%) Moqups
Business Applications
1 13 (2.21%) Dynamics CRM
2 12 (2.04%) FastStats
3 11 (1.87%) SAP Business One
4 10 (1.70%) SAP CRM
4 10 (1.70%) SAP Oil and Gas
4 10 (1.70%) Tesseract
5 8 (1.36%) Cognos Business Intelligence
6 6 (1.02%) SAP IS-U
7 4 (0.68%) Radian6
8 3 (0.51%) SAP CO
8 3 (0.51%) SAP FI
8 3 (0.51%) SAP FI/CO
9 2 (0.34%) Adobe Campaign
9 2 (0.34%) Eloqua
9 2 (0.34%) SAP Business ByDesign
10 1 (0.17%) IBM Operational Decision Manager
10 1 (0.17%) Oracle Financials
Cloud Services
1 19 (3.23%) SaaS
2 18 (3.06%) PaaS
3 17 (2.89%) Cloud Computing
4 13 (2.21%) Force.com
4 13 (2.21%) IaaS
5 12 (2.04%) Microsoft Azure
6 8 (1.36%) Amazon EC2
7 7 (1.19%) Amazon AWS
7 7 (1.19%) Office 365
8 2 (0.34%) Google Analytics
8 2 (0.34%) Oracle CX
9 1 (0.17%) IBM Cloud
Communications & Networking
1 14 (2.38%) Internet
2 11 (1.87%) HTTP
3 2 (0.34%) LDAP
4 1 (0.17%) SMTP
4 1 (0.17%) SSL
Database & Business Intelligence
1 156 (26.49%) SQL Server
2 149 (25.30%) Data Warehouse
3 91 (15.45%) SQL Server Integration Services
4 90 (15.28%) Big Data
5 71 (12.05%) BusinessObjects
6 54 (9.17%) SQL Server Reporting Services
7 53 (9.00%) SQL Server Analysis Services
8 48 (8.15%) SQL Server 2012
9 44 (7.47%) SQL Server 2014
10 43 (7.30%) QlikView
11 34 (5.77%) BusinessObjects Web Intelligence
11 34 (5.77%) NoSQL
12 33 (5.60%) Oracle Database
12 33 (5.60%) Qlik Sense
13 32 (5.43%) Relational Database
14 29 (4.92%) SQL Server 2008
15 28 (4.75%) MySQL
16 27 (4.58%) Hadoop
16 27 (4.58%) Power BI
17 25 (4.24%) DB2
Development Applications
1 42 (7.13%) JIRA
2 18 (3.06%) Visual Studio
3 15 (2.55%) Talend Open Studio
3 15 (2.55%) Team Foundation Server
4 11 (1.87%) Clang
4 11 (1.87%) GCC
4 11 (1.87%) Jenkins
5 9 (1.53%) Eclipse
6 8 (1.36%) Selenium
7 5 (0.85%) Subversion
8 4 (0.68%) Git (software)
8 4 (0.68%) JUnit
8 4 (0.68%) Oracle APEX
8 4 (0.68%) TestNG
9 3 (0.51%) Axure RP
9 3 (0.51%) Balsamiq Mockups
9 3 (0.51%) NUnit
9 3 (0.51%) TortoiseSVN
9 3 (0.51%) XMLSpy
10 2 (0.34%) SQL Server Management Studio (SSMS)
General
1 148 (25.13%) Finance
2 64 (10.87%) Automotive
3 49 (8.32%) Telecoms
4 44 (7.47%) Aerospace
5 30 (5.09%) Marketing
6 20 (3.40%) Publishing
7 11 (1.87%) Banking
8 7 (1.19%) Billing
8 7 (1.19%) Manufacturing
8 7 (1.19%) Retail
9 6 (1.02%) Advertising
10 5 (0.85%) Investment Banking
10 5 (0.85%) Pharmaceutical
11 2 (0.34%) Legal
12 1 (0.17%) Electronics
Job Titles
1 233 (39.56%) Developer
2 150 (25.47%) Analyst
3 129 (21.90%) Architect
4 70 (11.88%) Data Architect
5 63 (10.70%) Data Analyst
6 62 (10.53%) SQL Developer
7 57 (9.68%) Business Analyst
8 42 (7.13%) Business Intelligence Developer
8 42 (7.13%) Senior Developer
9 40 (6.79%) Business Developer
10 35 (5.94%) Software Developer
11 34 (5.77%) Java Developer
12 33 (5.60%) C++ Developer
12 33 (5.60%) C++ Software Developer
12 33 (5.60%) Oracle Developer
13 32 (5.43%) Solutions Architect
14 26 (4.41%) Business Intelligence Architect
14 26 (4.41%) Business Objects Developer
14 26 (4.41%) Java Architect
15 24 (4.07%) CRM Developer
Libraries, Frameworks & Software Standards
1 110 (18.68%) XML
2 57 (9.68%) XML Schema
3 56 (9.51%) .NET
4 55 (9.34%) Web Services
5 50 (8.49%) HTML
6 48 (8.15%) CSS
7 39 (6.62%) SOAP
8 38 (6.45%) jQuery
8 38 (6.45%) Spring
9 31 (5.26%) REST
10 29 (4.92%) HTML5
11 27 (4.58%) Natural Language Processing
12 26 (4.41%) AngularJS
13 25 (4.24%) MDX
14 24 (4.07%) JSON
15 23 (3.90%) Node.js
16 17 (2.89%) ASP.NET
17 16 (2.72%) Hibernate
17 16 (2.72%) RESTful
18 15 (2.55%) Visualforce
Miscellaneous
1 149 (25.30%) Analytical Skills
2 47 (7.98%) Computer Science
3 44 (7.47%) Visualisation
4 43 (7.30%) Management Information System
5 40 (6.79%) Enterprise Software
6 37 (6.28%) Statistics
7 34 (5.77%) Mathematics
8 29 (4.92%) Data Integration
9 27 (4.58%) Algorithms
10 24 (4.07%) User Experience
11 13 (2.21%) Clustering
12 12 (2.04%) Data Structures
12 12 (2.04%) Taxonomies
13 10 (1.70%) Semantic Web
14 7 (1.19%) Data Protection Act
14 7 (1.19%) Mobile App
15 6 (1.02%) Client/Server
15 6 (1.02%) Economics
15 6 (1.02%) Life Science
16 5 (0.85%) HACMP
Operating Systems
1 33 (5.60%) Windows
2 31 (5.26%) Linux
3 7 (1.19%) Android
3 7 (1.19%) Apple iOS
4 6 (1.02%) Unix
5 1 (0.17%) Red Hat Enterprise Linux
5 1 (0.17%) Windows 7
5 1 (0.17%) Windows 8
5 1 (0.17%) Windows Server
Processes & Methodologies
1 205 (34.80%) Business Intelligence
2 191 (32.43%) ETL
3 179 (30.39%) Agile Software Development
4 109 (18.51%) Analytics
5 104 (17.66%) OO
6 95 (16.13%) Data Analysis
7 79 (13.41%) SOA
8 77 (13.07%) UML
9 76 (12.90%) Data Management
10 72 (12.22%) SDLC
11 67 (11.38%) Business Analysis
12 64 (10.87%) Use Case
13 63 (10.70%) Migration
13 63 (10.70%) OOP
14 61 (10.36%) CRM
15 59 (10.02%) Logical Data Model
16 56 (9.51%) Waterfall
17 51 (8.66%) Scrum
18 48 (8.15%) Data Analytics
19 46 (7.81%) Project Management
Programming Languages
1 263 (44.65%) SQL
2 114 (19.35%) Java
3 69 (11.71%) PL/SQL
4 65 (11.04%) T-SQL
5 60 (10.19%) JavaScript
6 51 (8.66%) C
6 51 (8.66%) C++
7 37 (6.28%) C#
8 24 (4.07%) PHP
9 16 (2.72%) Python
10 15 (2.55%) ABAP
10 15 (2.55%) Apex Code
10 15 (2.55%) SOQL
10 15 (2.55%) SOSL
11 14 (2.38%) Data Analysis Expressions (DAX)
12 13 (2.21%) R
13 11 (1.87%) Perl
14 7 (1.19%) PowerShell
15 5 (0.85%) Ruby
15 5 (0.85%) XQuery
Qualifications
1 136 (23.09%) Degree
2 12 (2.04%) ISEB
3 10 (1.70%) Security Cleared
4 9 (1.53%) SC Cleared
5 5 (0.85%) ISTQB
6 3 (0.51%) MCITP
6 3 (0.51%) Microsoft Certification
7 2 (0.34%) CBAP
7 2 (0.34%) IIBA
8 1 (0.17%) ACCA
8 1 (0.17%) CIMA
8 1 (0.17%) DV Cleared
8 1 (0.17%) MCTS
Quality Assurance & Compliance
1 35 (5.94%) QA
2 20 (3.40%) Data Quality
3 5 (0.85%) GAAP
4 4 (0.68%) ISO 9000
5 2 (0.34%) ISO/IEC 27001
6 1 (0.17%) PCI DSS
6 1 (0.17%) Sarbanes-Oxley
System Software
1 5 (0.85%) Oracle RAC
1 5 (0.85%) Veritas Cluster Server
2 2 (0.34%) Active Directory
Systems Management
1 1 (0.17%) Hadoop YARN
1 1 (0.17%) Oracle RMAN
Vendors
1 175 (29.71%) Oracle
2 75 (12.73%) Microsoft
3 46 (7.81%) Informatica
4 43 (7.30%) SAP
5 42 (7.13%) Cognos
6 41 (6.96%) Tableau
7 33 (5.60%) Salesforce.com
8 21 (3.57%) IBM
9 15 (2.55%) Talend
10 11 (1.87%) Atlassian
10 11 (1.87%) CODA
10 11 (1.87%) Thunderhead
11 10 (1.70%) Hyperion
12 8 (1.36%) Remedy
12 8 (1.36%) Salesforce Marketing Cloud
13 7 (1.19%) Twitter
14 6 (1.02%) Sage
14 6 (1.02%) webMethods
15 5 (0.85%) BT
15 5 (0.85%) Cognizant
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