The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 136 162 189
Rank change year-on-year
+26 +27
Permanent jobs citing Data Modelling 114 118 99
As % of all permanent IT jobs located in the East of England 1.74% 1.52% 1.19%
As % of the Processes & Methodologies category 2.03% 1.80% 1.44%
Number of salaries quoted 89 100 83
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £37,000 £35,000 £35,000
10% offered a salary of more than £70,000 £60,250 £72,500
UK excluding London median salary £47,500 £45,250 £45,000
% change year-on-year
+4.97% +0.55%
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 East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5618 6549 6872
As % of all permanent IT jobs located in the East of England 85.90% 84.35% 82.37%
Number of salaries quoted 4746 5400 5680
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,000 £30,000 £31,500
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 East of England

Data Modelling
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the East of England region.

Data Modelling Salary Trend in the East of England

Data Modelling
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Modelling across the East of England region over the 3 months to 30 June 2016.

Data Modelling Salary Histogram in the East of England

Data Modelling
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the East of England region over the 3 months to 30 June 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
Hertfordshire +27 43 £52,500 +5.00% 2
Cambridgeshire +13 33 £60,000 +69.01% 2
Bedfordshire +19 22 £50,000 +5.26% 2
Suffolk -1 15 £45,000 -5.26% 1
Norfolk - 5 £44,025 - 1
Essex -10 2 £50,000 +33.33%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East of England

For the 6 months to 30 June 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 East of England region with a requirement for Data Modelling.

1 91 (45.96%) SQL
2 67 (33.84%) Agile Software Development
3 63 (31.82%) Oracle
4 62 (31.31%) Business Intelligence
5 59 (29.80%) Data Warehouse
6 53 (26.77%) Finance
7 46 (23.23%) SQL Server
8 42 (21.21%) ETL
9 40 (20.20%) Microsoft
10 39 (19.70%) Java
11 38 (19.19%) PL/SQL
12 36 (18.18%) MS Excel
13 33 (16.67%) Web Services
13 33 (16.67%) SDLC
14 32 (16.16%) SQL Server Integration Services
15 31 (15.66%) CRM
15 31 (15.66%) Analytics
16 30 (15.15%) Analytical Skills
17 28 (14.14%) T-SQL
17 28 (14.14%) Data Architecture
17 28 (14.14%) SQL Server Reporting Services
18 27 (13.64%) Management Information System
18 27 (13.64%) BDD
19 26 (13.13%) Enterprise Software
20 25 (12.63%) Scrum
20 25 (12.63%) Data Management
21 24 (12.12%) TDD
21 24 (12.12%) Data Integration
22 23 (11.62%) Automated Testing
22 23 (11.62%) Pair Programming

Data Modelling
Top Related IT Skills in the East of England 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 10 (5.05%) Apache ServiceMix
2 8 (4.04%) SAS
2 8 (4.04%) WebLogic
3 5 (2.53%) Apache
4 2 (1.01%) SharePoint
5 1 (0.51%) BizTalk Server
5 1 (0.51%) IIS
5 1 (0.51%) SharePoint 2010
5 1 (0.51%) SharePoint 2013
5 1 (0.51%) Sonic ESB
Applications
1 36 (18.18%) MS Excel
2 8 (4.04%) MS Visio
3 5 (2.53%) MS Office
4 1 (0.51%) MS PowerPoint
Business Applications
1 19 (9.60%) Dynamics CRM
2 7 (3.54%) SAP BPC
3 5 (2.53%) HFM
4 3 (1.52%) SAP FI
5 2 (1.01%) Cognos TM1
6 1 (0.51%) Dynamics AX
6 1 (0.51%) ResourceLink
Cloud Services
1 3 (1.52%) Google Analytics
2 1 (0.51%) Office 365
Database & Business Intelligence
1 59 (29.80%) Data Warehouse
2 46 (23.23%) SQL Server
3 32 (16.16%) SQL Server Integration Services
4 28 (14.14%) SQL Server Reporting Services
5 23 (11.62%) NoSQL
6 19 (9.60%) Enterprise Data Warehouse
7 17 (8.59%) BusinessObjects
7 17 (8.59%) Oracle Database
7 17 (8.59%) SQL Server Analysis Services
8 15 (7.58%) MySQL
9 13 (6.57%) OLAP
10 12 (6.06%) Crystal Reports
11 11 (5.56%) OLAP Cube
12 10 (5.05%) QlikView
12 10 (5.05%) SQL Server 2012
13 9 (4.55%) Hadoop
13 9 (4.55%) Power BI
13 9 (4.55%) Relational Database
13 9 (4.55%) SQL Server 2008
14 8 (4.04%) Oracle BI Publisher
Development Applications
1 22 (11.11%) Cucumber
2 18 (9.09%) Selenium
3 17 (8.59%) Team Foundation Server
4 16 (8.08%) ERwin
5 12 (6.06%) HP UFT
5 12 (6.06%) Jenkins
6 10 (5.05%) JUnit
6 10 (5.05%) Maven
7 4 (2.02%) Toad
8 3 (1.52%) JIRA
9 2 (1.01%) MagicDraw
9 2 (1.01%) SQL Server Management Studio (SSMS)
General
1 53 (26.77%) Finance
2 20 (10.10%) Retail
3 5 (2.53%) Marketing
3 5 (2.53%) Pharmaceutical
4 4 (2.02%) Telecoms
5 2 (1.01%) Advertising
5 2 (1.01%) Banking
5 2 (1.01%) Games
5 2 (1.01%) Interactive Media
6 1 (0.51%) Publishing
Job Titles
1 74 (37.37%) Developer
2 51 (25.76%) Architect
3 35 (17.68%) Data Architect
4 33 (16.67%) Analyst
5 28 (14.14%) CRM Developer
6 24 (12.12%) Microsoft Developer
7 21 (10.61%) Oracle Developer
8 17 (8.59%) Database Developer
9 13 (6.57%) Business Analyst
9 13 (6.57%) Information Architect
9 13 (6.57%) Senior Developer
10 11 (5.56%) Designer
10 11 (5.56%) Dynamics CRM Developer
11 10 (5.05%) Cloud Developer
11 10 (5.05%) Data Modeller
11 10 (5.05%) Test Analyst
12 9 (4.55%) Business Intelligence Developer
12 9 (4.55%) Data Warehouse Architect
13 8 (4.04%) SQL Developer
14 7 (3.54%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 33 (16.67%) Web Services
2 21 (10.61%) .NET
2 21 (10.61%) REST
3 20 (10.10%) CSS
3 20 (10.10%) XML
4 19 (9.60%) SOAP
5 18 (9.09%) JSON
6 13 (6.57%) RESTful
7 11 (5.56%) MDX
8 10 (5.05%) Apache Camel
8 10 (5.05%) HTML
8 10 (5.05%) Spring
9 7 (3.54%) Ajax
9 7 (3.54%) CSS3
9 7 (3.54%) HTML5
9 7 (3.54%) jQuery
9 7 (3.54%) WCF
10 6 (3.03%) .NET Framework
10 6 (3.03%) LINQ
10 6 (3.03%) OAuth
Miscellaneous
1 30 (15.15%) Analytical Skills
2 27 (13.64%) Management Information System
3 26 (13.13%) Enterprise Software
4 24 (12.12%) Data Integration
5 21 (10.61%) Virtual Team
6 11 (5.56%) Computer Science
7 9 (4.55%) Data Structures
8 7 (3.54%) iPad
8 7 (3.54%) Mobile App
9 5 (2.53%) Visualisation
10 4 (2.02%) Foreign Exchange (FX)
11 3 (1.52%) User Experience
12 2 (1.01%) Fintech
12 2 (1.01%) FMCG
13 1 (0.51%) Biology
13 1 (0.51%) e-Learning
13 1 (0.51%) Life Science
13 1 (0.51%) Semantic Web
13 1 (0.51%) Social Media
Operating Systems
1 16 (8.08%) Unix
2 4 (2.02%) Linux
3 1 (0.51%) Windows
Processes & Methodologies
1 67 (33.84%) Agile Software Development
2 62 (31.31%) Business Intelligence
3 42 (21.21%) ETL
4 33 (16.67%) SDLC
5 31 (15.66%) Analytics
5 31 (15.66%) CRM
6 28 (14.14%) Data Architecture
7 27 (13.64%) BDD
8 25 (12.63%) Data Management
8 25 (12.63%) Scrum
9 24 (12.12%) TDD
10 23 (11.62%) Automated Testing
10 23 (11.62%) Pair Programming
11 22 (11.11%) Enterprise Architecture
11 22 (11.11%) Logical Data Model
11 22 (11.11%) Physical Data Model
12 20 (10.10%) OO
13 18 (9.09%) Data Governance
13 18 (9.09%) Information Architecture
14 17 (8.59%) Performance Tuning
Programming Languages
1 91 (45.96%) SQL
2 39 (19.70%) Java
3 38 (19.19%) PL/SQL
4 28 (14.14%) T-SQL
5 23 (11.62%) C#
6 22 (11.11%) JavaScript
7 13 (6.57%) PHP
8 7 (3.54%) VBA
9 6 (3.03%) PowerShell
9 6 (3.03%) Shell Script
9 6 (3.03%) VB.NET
10 4 (2.02%) Python
11 3 (1.52%) R
12 2 (1.01%) MATLAB
13 1 (0.51%) Bourne shell
13 1 (0.51%) Clojure
13 1 (0.51%) Scala
13 1 (0.51%) VB
Qualifications
1 17 (8.59%) Degree
2 5 (2.53%) ACCA
2 5 (2.53%) CIMA
3 4 (2.02%) ISEB
4 2 (1.01%) CBAP
Quality Assurance & Compliance
1 18 (9.09%) QA
2 14 (7.07%) SLA
3 11 (5.56%) Data Quality
4 2 (1.01%) ISO 8583
4 2 (1.01%) ISO20022
Vendors
1 63 (31.82%) Oracle
2 40 (20.20%) Microsoft
3 20 (10.10%) SAP
4 19 (9.60%) IBM
5 13 (6.57%) Cognos
6 12 (6.06%) HP
7 11 (5.56%) Tableau
8 10 (5.05%) Netezza
8 10 (5.05%) Red Hat
8 10 (5.05%) Teradata
9 5 (2.53%) Hyperion
10 4 (2.02%) JDA
10 4 (2.02%) WSO2
11 3 (1.52%) Google
11 3 (1.52%) Informatica
12 2 (1.01%) CA
12 2 (1.01%) MicroStrategy
13 1 (0.51%) Avaya
13 1 (0.51%) CheckPoint
13 1 (0.51%) JD Edwards
Ipswich, Suffolk
Oho Group Ltd.
Salary: £28k - 40k per year + excellent benefits
Posted: 2 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £60000.00 - £62000.00 per annum
Posted: 2 days ago
Norwich, Norfolk
Aviva
Salary: Benefits
Posted: 2 days ago
Huntingdon, Cambridgeshire
Mick George
Salary: DOE Negotiable
Posted: 20 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 16 days ago