The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / East of England
Rank 154 187 166
Rank change year-on-year +33 -21  
Permanent jobs citing Data Modelling 93 82 109
As % of all permanent IT jobs advertised in the East of England 1.54% 1.11% 1.46%
As % of the Processes & Methodologies category 1.77% 1.27% 1.73%
Number of salaries quoted 76 53 97
Median salary £51,250 £52,500 £50,000
Median salary % change year-on-year -2.38% +5.00%  
90% offered a salary of more than £40,000 £38,800 £40,000
10% offered a salary of more than £75,000 £67,500 £77,500
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5261 6469 6314
As % of all permanent IT job vacancies advertised in the East of England 87.20% 87.89% 84.51%
Number of salaries quoted 4173 5109 5031
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 £30,500 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in the East of England.

Salary trend for Data Modelling in the East of England

Data Modelling
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Modelling in the East of England over the 3 months to 26 March 2017.

Salary histogram for Data Modelling 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 26 March 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
Essex +29 25 £61,250 +23.73%
Suffolk +34 18 £47,500 -11.62% 4
Bedfordshire +20 17 £40,000 -33.33% 1
Hertfordshire +14 15 £75,000 +36.36% 1
Cambridgeshire +11 15 £50,000 -13.04% 1
Norfolk -15 4 £35,000 -33.33%
Data Modelling
England

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

For the 6 months to 26 March 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 East of England region with a requirement for Data Modelling.

1 113 (47.88%) SQL
2 89 (37.71%) Agile Software Development
3 85 (36.02%) Business Intelligence
4 69 (29.24%) ETL
4 69 (29.24%) Data Warehouse
5 67 (28.39%) Finance
6 62 (26.27%) SQL Server
7 57 (24.15%) Microsoft
8 56 (23.73%) Oracle
9 53 (22.46%) Analytics
10 52 (22.03%) Analytical Skills
11 45 (19.07%) Degree
11 45 (19.07%) SQL Server Reporting Services
12 44 (18.64%) SQL Server Integration Services
13 39 (16.53%) T-SQL
13 39 (16.53%) Business Analysis
14 38 (16.10%) Logical Data Model
15 37 (15.68%) Data Analytics
15 37 (15.68%) UML
16 36 (15.25%) User Stories
17 34 (14.41%) Data Architecture
18 30 (12.71%) C#
19 29 (12.29%) JavaScript
19 29 (12.29%) .NET
20 28 (11.86%) SQL Server 2008
21 27 (11.44%) Computer Science
22 26 (11.02%) SQL Server Analysis Services
22 26 (11.02%) Power BI
22 26 (11.02%) PL/SQL
22 26 (11.02%) CRM

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 17 (7.20%) Confluence
2 8 (3.39%) Oracle SOA Suite
3 6 (2.54%) Apache Spark
4 5 (2.12%) Apache ServiceMix
4 5 (2.12%) JBoss
4 5 (2.12%) WebSphere
5 3 (1.27%) WebLogic
6 2 (0.85%) Drupal
6 2 (0.85%) SAS
6 2 (0.85%) Tomcat
6 2 (0.85%) WordPress
Applications
1 25 (10.59%) MS Excel
2 9 (3.81%) Photoshop
3 3 (1.27%) MS Visio
4 2 (0.85%) MS Office
4 2 (0.85%) MS PowerPoint
Business Applications
1 19 (8.05%) Dynamics CRM
2 5 (2.12%) Oracle EBS
3 3 (1.27%) Oracle BPM
4 2 (0.85%) SAP BPC
5 1 (0.42%) Dynamics AX
5 1 (0.42%) SAP CO
5 1 (0.42%) SAP CRM
5 1 (0.42%) SAP ERP
5 1 (0.42%) SAP FI
5 1 (0.42%) SAP FI/CO
5 1 (0.42%) SAP R/3
Cloud Services
1 16 (6.78%) Microsoft Azure
2 8 (3.39%) SaaS
3 3 (1.27%) Force.com
4 2 (0.85%) PaaS
5 1 (0.42%) Cloud Computing
5 1 (0.42%) Google Analytics
Communications & Networking
1 6 (2.54%) DNS
2 4 (1.69%) 3GPP
2 4 (1.69%) ATM
2 4 (1.69%) DHCP
2 4 (1.69%) LTE
2 4 (1.69%) Radio Access Network
2 4 (1.69%) RANAP
2 4 (1.69%) RTP
2 4 (1.69%) SIGTRAN
2 4 (1.69%) SS7
2 4 (1.69%) SSH
2 4 (1.69%) UTRAN
3 2 (0.85%) Firewall
4 1 (0.42%) Extranet
4 1 (0.42%) FTP
4 1 (0.42%) Internet
Database & Business Intelligence
1 69 (29.24%) Data Warehouse
2 62 (26.27%) SQL Server
3 45 (19.07%) SQL Server Reporting Services
4 44 (18.64%) SQL Server Integration Services
5 28 (11.86%) SQL Server 2008
6 26 (11.02%) Power BI
6 26 (11.02%) SQL Server Analysis Services
7 19 (8.05%) Oracle Database
7 19 (8.05%) QlikView
7 19 (8.05%) Relational Database
8 17 (7.20%) Big Data
9 14 (5.93%) RDBMS
9 14 (5.93%) SQL Server 2012
10 12 (5.08%) BusinessObjects
10 12 (5.08%) SQL Server 2014
11 11 (4.66%) Enterprise Data Warehouse
11 11 (4.66%) Spotfire
12 10 (4.24%) Lumira
12 10 (4.24%) MySQL
12 10 (4.24%) Oracle BI EE
Development Applications
1 21 (8.90%) JIRA
2 11 (4.66%) Selenium
3 9 (3.81%) Cucumber
3 9 (3.81%) Oracle APEX
4 8 (3.39%) JUnit
4 8 (3.39%) Team Foundation Server
5 5 (2.12%) Jenkins
5 5 (2.12%) Maven
6 4 (1.69%) HP UFT
7 2 (0.85%) Appium
7 2 (0.85%) NUnit
7 2 (0.85%) SoapUI
7 2 (0.85%) SpecFlow
8 1 (0.42%) ERwin
8 1 (0.42%) Oracle Forms
8 1 (0.42%) SQL Server Management Studio (SSMS)
8 1 (0.42%) Subversion
8 1 (0.42%) Visual Studio
General
1 67 (28.39%) Finance
2 23 (9.75%) Marketing
3 17 (7.20%) Legal
4 9 (3.81%) Banking
5 8 (3.39%) Pharmaceutical
6 7 (2.97%) Automotive
7 3 (1.27%) Telecoms
8 2 (0.85%) Advertising
8 2 (0.85%) French Language
8 2 (0.85%) Games
8 2 (0.85%) Manufacturing
9 1 (0.42%) Publishing
9 1 (0.42%) Retail
Job Titles
1 98 (41.53%) Analyst
2 73 (30.93%) Developer
3 43 (18.22%) Architect
4 41 (17.37%) Business Analyst
5 28 (11.86%) Business Intelligence Analyst
6 26 (11.02%) Senior Developer
7 25 (10.59%) Data Analyst
8 22 (9.32%) Business Intelligence Developer
9 21 (8.90%) Data Architect
9 21 (8.90%) SQL Developer
10 18 (7.63%) Solutions Architect
11 14 (5.93%) Analyst Developer
11 14 (5.93%) Data Warehouse Developer
11 14 (5.93%) Lead Business Analyst
11 14 (5.93%) Systems Analyst
12 12 (5.08%) Developer Analyst
13 11 (4.66%) ETL Developer
13 11 (4.66%) Software Analyst
14 10 (4.24%) Technical Leader
15 9 (3.81%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 29 (12.29%) .NET
2 23 (9.75%) XML
3 17 (7.20%) REST
3 17 (7.20%) Web Services
4 16 (6.78%) JSON
5 15 (6.36%) .NET Framework
5 15 (6.36%) AngularJS
5 15 (6.36%) WCF
6 13 (5.51%) HTML
6 13 (5.51%) jQuery
7 10 (4.24%) CSS
8 9 (3.81%) Ajax
8 9 (3.81%) CSS3
8 9 (3.81%) Entity Framework
8 9 (3.81%) HTML5
8 9 (3.81%) LINQ
8 9 (3.81%) Razor View Engine
8 9 (3.81%) Sass
8 9 (3.81%) Twitter Bootstrap
8 9 (3.81%) XSLT
Miscellaneous
1 52 (22.03%) Analytical Skills
2 27 (11.44%) Computer Science
3 15 (6.36%) Enterprise Software
3 15 (6.36%) Virtual Team
4 11 (4.66%) Mobile App
5 9 (3.81%) N-Tier
6 8 (3.39%) Data Structures
6 8 (3.39%) User Experience
7 6 (2.54%) Clustering
7 6 (2.54%) Replication
8 5 (2.12%) Algorithms
9 4 (1.69%) Foreign Exchange (FX)
10 3 (1.27%) Management Information System
11 2 (0.85%) Life Science
12 1 (0.42%) Data Centre
12 1 (0.42%) Fintech
12 1 (0.42%) Mainframe
12 1 (0.42%) NHS
12 1 (0.42%) Social Media
Operating Systems
1 21 (8.90%) Unix
2 15 (6.36%) Windows
3 14 (5.93%) Linux
4 6 (2.54%) Windows Server
5 1 (0.42%) Solaris
5 1 (0.42%) Windows Server 2008
Processes & Methodologies
1 89 (37.71%) Agile Software Development
2 85 (36.02%) Business Intelligence
3 69 (29.24%) ETL
4 53 (22.46%) Analytics
5 39 (16.53%) Business Analysis
6 38 (16.10%) Logical Data Model
7 37 (15.68%) Data Analytics
7 37 (15.68%) UML
8 36 (15.25%) User Stories
9 34 (14.41%) Data Architecture
10 26 (11.02%) CRM
11 25 (10.59%) Use Case
12 23 (9.75%) Data Analysis
12 23 (9.75%) OO
13 22 (9.32%) Data Management
13 22 (9.32%) Physical Data Model
14 18 (7.63%) Domain Models
14 18 (7.63%) Performance Tuning
14 18 (7.63%) Software Engineering
15 17 (7.20%) SOA
Programming Languages
1 113 (47.88%) SQL
2 39 (16.53%) T-SQL
3 30 (12.71%) C#
4 29 (12.29%) JavaScript
5 26 (11.02%) PL/SQL
6 23 (9.75%) Java
6 23 (9.75%) Python
7 18 (7.63%) R
8 16 (6.78%) VBA
9 12 (5.08%) VB.NET
10 10 (4.24%) Shell Script
11 5 (2.12%) PowerShell
11 5 (2.12%) VBScript
12 3 (1.27%) Apex Code
12 3 (1.27%) C
12 3 (1.27%) PHP
12 3 (1.27%) SOQL
13 2 (0.85%) ABAP
13 2 (0.85%) VB
14 1 (0.42%) Perl
Qualifications
1 45 (19.07%) Degree
2 14 (5.93%) IIBA
3 9 (3.81%) CBAP
4 4 (1.69%) Postgraduate
5 3 (1.27%) PhD
6 2 (0.85%) ISEB
7 1 (0.42%) CCA
7 1 (0.42%) Citrix Certification
7 1 (0.42%) MCSA
7 1 (0.42%) MCSD
7 1 (0.42%) Microsoft Certification
Quality Assurance & Compliance
1 15 (6.36%) QA
2 1 (0.42%) Data Quality
System Software
1 2 (0.85%) Docker
2 1 (0.42%) Time Sharing Option
Systems Management
1 2 (0.85%) Tivoli
1 2 (0.85%) WebSphere Cast Iron
2 1 (0.42%) Oozie
Vendors
1 57 (24.15%) Microsoft
2 56 (23.73%) Oracle
3 25 (10.59%) Tableau
4 17 (7.20%) Teradata
5 10 (4.24%) SAP
6 7 (2.97%) Salesforce.com
7 5 (2.12%) Cognos
7 5 (2.12%) Red Hat
8 4 (1.69%) HP
8 4 (1.69%) Xamarin
9 3 (1.27%) Casewise
9 3 (1.27%) Hyperion
9 3 (1.27%) IBM
9 3 (1.27%) Sybase
9 3 (1.27%) Thunderhead
10 2 (0.85%) Jitterbit
11 1 (0.42%) Cloudera
11 1 (0.42%) Facebook
11 1 (0.42%) Google
11 1 (0.42%) Twitter
Rickmansworth, Hertfordshire
Empiric.com
Salary: From £75,000 to £75,000 per annum
Posted: 3 days ago
Bury St. Edmunds, Suffolk
TLP Consultancy Ltd.
Salary: £27000 - £45000 per annum + package
Posted: 5 days ago
Bury St. Edmunds, Suffolk
Ampersand Consulting
Salary: £45000 - £50000 per annum + Fantastic Benefits
Posted: 4 days ago
Cambridge
Edward Carter Solutions
Salary: £41000 per annum + Bonus and excellent benefits
Posted: 10 days ago
Suffolk
Ampersand Consulting
Salary: £40000 - £45000 per annum + Fantastic Benefits
Posted: 4 days ago
Bedford
Hays Specialist Recruitment Ltd
Salary: £45000.00 per annum
Posted: 12 days ago
Ipswich
Huxley
Salary: £38000 - £48000 per annum + competitive
Posted: 27 days ago