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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 153 169 203
Rank change year-on-year
+16 +34
Permanent jobs citing Data Modelling 96 118 82
As % of all permanent IT jobs located in the East of England 1.46% 1.54% 1.02%
As % of the Processes & Methodologies category 1.71% 1.82% 1.24%
Number of salaries quoted 74 97 72
Median salary £52,500 £47,500 £46,250
Median salary % change year-on-year
+10.52% +2.70%
90% offered a salary of more than £44,318 £35,000 £37,750
10% offered a salary of more than £67,500 £62,500 £71,750
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 East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5604 6499 6602
As % of all permanent IT jobs located in the East of England 85.19% 84.93% 82.50%
Number of salaries quoted 4723 5371 5445
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 £30,000 £31,000
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 25 July 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 25 July 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
Cambridgeshire +18 32 £60,000 +69.01% 3
Hertfordshire +20 30 £52,500 +5.00% 2
Bedfordshire +24 17 £50,000 -
Suffolk -13 12 £45,000 -
Norfolk +3 5 £47,250 +13.85% 2
Essex -13 4 £50,000 +28.20%
Data Modelling
England

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

For the 6 months to 25 July 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 97 (48.74%) SQL
2 70 (35.18%) Business Intelligence
3 68 (34.17%) Oracle
4 65 (32.66%) Data Warehouse
5 58 (29.15%) Agile Software Development
6 56 (28.14%) SQL Server
7 54 (27.14%) Finance
8 48 (24.12%) ETL
9 45 (22.61%) Microsoft
10 41 (20.60%) SQL Server Integration Services
11 36 (18.09%) MS Excel
11 36 (18.09%) Web Services
12 35 (17.59%) PL/SQL
13 33 (16.58%) Java
14 32 (16.08%) SQL Server Reporting Services
14 32 (16.08%) SDLC
15 31 (15.58%) Analytical Skills
15 31 (15.58%) T-SQL
16 30 (15.08%) C#
16 30 (15.08%) CRM
16 30 (15.08%) Analytics
17 29 (14.57%) Management Information System
17 29 (14.57%) Data Architecture
18 26 (13.07%) .NET
19 24 (12.06%) JavaScript
19 24 (12.06%) Data Integration
20 23 (11.56%) Data Management
20 23 (11.56%) SQL Server Analysis Services
20 23 (11.56%) SAP
20 23 (11.56%) BDD

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 9 (4.52%) Apache ServiceMix
1 9 (4.52%) SAS
2 8 (4.02%) WebLogic
3 5 (2.51%) Apache
3 5 (2.51%) SharePoint
4 1 (0.50%) BizTalk Server
4 1 (0.50%) CMS
4 1 (0.50%) IIS
4 1 (0.50%) SharePoint 2010
4 1 (0.50%) SharePoint 2013
4 1 (0.50%) Sonic ESB
Applications
1 36 (18.09%) MS Excel
2 6 (3.02%) MS Visio
3 5 (2.51%) MS Office
4 2 (1.01%) MS PowerPoint
5 1 (0.50%) SPSS
Business Applications
1 16 (8.04%) Dynamics CRM
2 9 (4.52%) SAP BPC
3 4 (2.01%) HFM
4 3 (1.51%) SAP FI
5 2 (1.01%) Cognos TM1
6 1 (0.50%) Dynamics AX
6 1 (0.50%) Remedy ITSM
6 1 (0.50%) ResourceLink
6 1 (0.50%) SAP MDM
Cloud Services
1 3 (1.51%) Google Analytics
2 1 (0.50%) Amazon AWS
2 1 (0.50%) Microsoft Azure
2 1 (0.50%) Office 365
Communications & Networking
1 2 (1.01%) LDAP
2 1 (0.50%) DNS
2 1 (0.50%) Firewall
2 1 (0.50%) Wi-Fi
Database & Business Intelligence
1 65 (32.66%) Data Warehouse
2 56 (28.14%) SQL Server
3 41 (20.60%) SQL Server Integration Services
4 32 (16.08%) SQL Server Reporting Services
5 23 (11.56%) SQL Server Analysis Services
6 21 (10.55%) Enterprise Data Warehouse
6 21 (10.55%) NoSQL
7 20 (10.05%) BusinessObjects
8 16 (8.04%) MySQL
9 15 (7.54%) Oracle Database
9 15 (7.54%) SQL Server 2012
10 14 (7.04%) Crystal Reports
10 14 (7.04%) SQL Server 2008
11 13 (6.53%) OLAP
12 12 (6.03%) Power BI
12 12 (6.03%) QlikView
13 11 (5.53%) OLAP Cube
14 10 (5.03%) Relational Database
15 9 (4.52%) Big Data
15 9 (4.52%) Hadoop
Development Applications
1 22 (11.06%) Team Foundation Server
2 18 (9.05%) Cucumber
3 16 (8.04%) ERwin
4 15 (7.54%) Selenium
5 9 (4.52%) HP UFT
5 9 (4.52%) Jenkins
5 9 (4.52%) JUnit
5 9 (4.52%) Maven
6 4 (2.01%) Toad
7 3 (1.51%) JIRA
8 2 (1.01%) MagicDraw
8 2 (1.01%) SQL Server Management Studio (SSMS)
9 1 (0.50%) Oracle APEX
9 1 (0.50%) Talend Open Studio
General
1 54 (27.14%) Finance
2 15 (7.54%) Retail
3 5 (2.51%) Games
3 5 (2.51%) Marketing
4 4 (2.01%) Pharmaceutical
4 4 (2.01%) Telecoms
5 2 (1.01%) Advertising
5 2 (1.01%) Banking
5 2 (1.01%) Interactive Media
6 1 (0.50%) Publishing
Job Titles
1 79 (39.70%) Developer
2 52 (26.13%) Architect
3 35 (17.59%) Data Architect
4 30 (15.08%) Analyst
5 28 (14.07%) CRM Developer
6 24 (12.06%) Oracle Developer
7 23 (11.56%) Microsoft Developer
8 17 (8.54%) Database Developer
9 14 (7.04%) Business Intelligence Developer
10 13 (6.53%) Cloud Developer
10 13 (6.53%) Information Architect
10 13 (6.53%) Senior Developer
11 12 (6.03%) Data Warehouse Architect
12 11 (5.53%) Dynamics CRM Developer
12 11 (5.53%) SQL Developer
13 10 (5.03%) Business Analyst
14 9 (4.52%) Data Modeller
14 9 (4.52%) Designer
14 9 (4.52%) Test Analyst
15 8 (4.02%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 36 (18.09%) Web Services
2 26 (13.07%) .NET
3 22 (11.06%) CSS
3 22 (11.06%) REST
4 20 (10.05%) SOAP
4 20 (10.05%) XML
5 17 (8.54%) JSON
6 13 (6.53%) MDX
7 12 (6.03%) RESTful
8 10 (5.03%) HTML
9 9 (4.52%) Apache Camel
9 9 (4.52%) Spring
10 8 (4.02%) jQuery
11 7 (3.52%) .NET Framework
11 7 (3.52%) Ajax
11 7 (3.52%) CSS3
11 7 (3.52%) HTML5
11 7 (3.52%) WCF
12 6 (3.02%) Entity Framework
12 6 (3.02%) Razor View Engine
Miscellaneous
1 31 (15.58%) Analytical Skills
2 29 (14.57%) Management Information System
3 24 (12.06%) Data Integration
4 23 (11.56%) Enterprise Software
5 20 (10.05%) Virtual Team
6 14 (7.04%) Computer Science
7 7 (3.52%) Data Structures
7 7 (3.52%) iPad
8 6 (3.02%) Mobile App
8 6 (3.02%) Visualisation
9 4 (2.01%) Foreign Exchange (FX)
10 3 (1.51%) User Experience
11 2 (1.01%) Biology
11 2 (1.01%) Data Centre
11 2 (1.01%) Data Protection Act
11 2 (1.01%) Fintech
11 2 (1.01%) Social Media
12 1 (0.50%) CMDB
12 1 (0.50%) FMCG
12 1 (0.50%) Taxonomies
Operating Systems
1 15 (7.54%) Unix
2 4 (2.01%) Linux
3 2 (1.01%) Red Hat Enterprise Linux
4 1 (0.50%) Windows
Processes & Methodologies
1 70 (35.18%) Business Intelligence
2 58 (29.15%) Agile Software Development
3 48 (24.12%) ETL
4 32 (16.08%) SDLC
5 30 (15.08%) Analytics
5 30 (15.08%) CRM
6 29 (14.57%) Data Architecture
7 23 (11.56%) BDD
7 23 (11.56%) Data Management
8 22 (11.06%) ETL Development
8 22 (11.06%) OO
9 21 (10.55%) Data Governance
9 21 (10.55%) Performance Tuning
9 21 (10.55%) Physical Data Model
9 21 (10.55%) TDD
10 20 (10.05%) Automated Testing
10 20 (10.05%) Logical Data Model
10 20 (10.05%) Pair Programming
10 20 (10.05%) Scrum
11 19 (9.55%) Enterprise Architecture
Programming Languages
1 97 (48.74%) SQL
2 35 (17.59%) PL/SQL
3 33 (16.58%) Java
4 31 (15.58%) T-SQL
5 30 (15.08%) C#
6 24 (12.06%) JavaScript
7 16 (8.04%) PHP
8 10 (5.03%) VBA
9 8 (4.02%) PowerShell
10 6 (3.02%) R
10 6 (3.02%) VB.NET
11 5 (2.51%) Python
12 4 (2.01%) Shell Script
13 2 (1.01%) Bash Shell
13 2 (1.01%) C
13 2 (1.01%) MATLAB
13 2 (1.01%) Perl
13 2 (1.01%) VB
14 1 (0.50%) Bourne shell
Qualifications
1 20 (10.05%) Degree
2 4 (2.01%) ACCA
2 4 (2.01%) CIMA
3 3 (1.51%) ISEB
4 2 (1.01%) CBAP
Quality Assurance & Compliance
1 15 (7.54%) QA
2 14 (7.04%) Data Quality
2 14 (7.04%) SLA
3 1 (0.50%) SNOMED CT
Vendors
1 68 (34.17%) Oracle
2 45 (22.61%) Microsoft
3 23 (11.56%) SAP
4 20 (10.05%) IBM
5 16 (8.04%) Cognos
6 11 (5.53%) Red Hat
6 11 (5.53%) Tableau
7 10 (5.03%) Netezza
7 10 (5.03%) Teradata
8 9 (4.52%) HP
9 4 (2.01%) Hyperion
9 4 (2.01%) Informatica
9 4 (2.01%) JDA
9 4 (2.01%) WSO2
10 3 (1.51%) Google
11 2 (1.01%) CA
11 2 (1.01%) Facebook
11 2 (1.01%) MicroStrategy
11 2 (1.01%) Tealeaf
11 2 (1.01%) Twitter
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 4 days ago
Cambridge, Cambridgeshire
Hiring People
Salary: £40k per year
Posted: 4 days ago
Downham Market, Norfolk
Big Wednesday Digital Ltd
Salary: £49384.34 - £98768.68 per annum + Negotiable
Posted: 3 days ago
Hertfordshire
Ping IT Recruitment ltd
Salary: £56,000 per annum
Posted: 6 days ago
Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
Posted: 11 days ago
Norwich
Hays London City Cheapside
Salary: £50000.00 - £60000.00 per annum
Posted: 13 days ago
Hemel Hempstead
Epson Europe BV
Salary: Competitive Salary plus benefits
Posted: 10 days ago