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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 187 167 153
Rank change year-on-year
-20 -14
Permanent jobs citing Data Modelling 79 99 103
As % of all permanent IT jobs located in the East of England 1.12% 1.35% 1.52%
As % of the Processes & Methodologies category 1.32% 1.62% 1.83%
Number of salaries quoted 58 88 80
Average salary £52,000 £47,500 £45,000
Average salary % change year-on-year
+9.47% +5.55%
90% offered a salary of more than £39,250 £40,000 £35,000
10% offered a salary of more than £65,000 £75,000 £70,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
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
5981 6111 5624
As % of all permanent IT jobs located in the East of England 85.14% 83.42% 83.00%
Number of salaries quoted 4849 4887 4520
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £70,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in the East of England

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the East of England region as a proportion of the total demand within 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 10 February 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 average salaries quoted in IT jobs citing Data Modelling within the East of England region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire -19 22 £53,750 +7.50% 4
Cambridgeshire -4 18 £47,500 +7.34% 4
Essex +2 13 £52,000 -36.96% 2
Bedfordshire -3 13 £59,000 +24.21% 1
Suffolk -6 7 - -
Norfolk +16 6 £52,500 +50.00% 1
Data Modelling
England

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

For the 6 months to 10 February 2016, IT jobs across the East of England region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 57 (34.34%) Agile Software Development
2 56 (33.73%) SQL
3 52 (31.33%) Analytical Skills
4 46 (27.71%) Business Intelligence
5 45 (27.11%) Finance
6 34 (20.48%) Microsoft
7 33 (19.88%) Scrum
8 32 (19.28%) Java
9 31 (18.67%) Data Warehouse
10 30 (18.07%) JavaScript
11 28 (16.87%) .NET
11 28 (16.87%) Retail
12 27 (16.27%) Web Services
13 26 (15.66%) SQL Server
14 25 (15.06%) XML
14 25 (15.06%) ETL
14 25 (15.06%) Data Management
14 25 (15.06%) Information Architecture
15 23 (13.86%) User Stories
15 23 (13.86%) E-Commerce
16 22 (13.25%) Management Information System
17 21 (12.65%) SOA
18 20 (12.05%) UML
18 20 (12.05%) C#
18 20 (12.05%) SDLC
19 19 (11.45%) Master Data Management
19 19 (11.45%) HTML
19 19 (11.45%) T-SQL
19 19 (11.45%) MVC
19 19 (11.45%) Enterprise Architecture

Data Modelling
Top Related IT Skills in the East of England by Category

For the 6 months to 10 February 2016, IT jobs across the East of England region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 5 (3.01%) Apache ServiceMix
2 3 (1.81%) Apache
3 2 (1.20%) JBoss
4 1 (0.60%) CMS
4 1 (0.60%) IIS
4 1 (0.60%) SAS
4 1 (0.60%) SharePoint
4 1 (0.60%) WebLogic
4 1 (0.60%) WebSphere
Applications
1 15 (9.04%) MS Excel
2 10 (6.02%) MS Visio
3 5 (3.01%) MS Office
Business Applications
1 10 (6.02%) SAP MDM
2 6 (3.61%) Dynamics CRM
3 2 (1.20%) Cognos Business Intelligence
4 1 (0.60%) Cognos TM1
4 1 (0.60%) HFM
4 1 (0.60%) Unit4 Business World
Cloud Services
1 5 (3.01%) Microsoft Azure
2 3 (1.81%) Google Analytics
3 2 (1.20%) Amazon AWS
3 2 (1.20%) SaaS
Communications & Networking
1 1 (0.60%) HTTPS
1 1 (0.60%) Internet
Database & Business Intelligence
1 31 (18.67%) Data Warehouse
2 26 (15.66%) SQL Server
3 14 (8.43%) MongoDB
4 12 (7.23%) NoSQL
4 12 (7.23%) SQL Server Integration Services
4 12 (7.23%) SQL Server Reporting Services
5 11 (6.63%) Oracle Database
6 9 (5.42%) OLAP
7 8 (4.82%) Big Data
8 7 (4.22%) Relational Database
8 7 (4.22%) SAP BW
9 5 (3.01%) Apache Cassandra
9 5 (3.01%) Azure SQL Database
9 5 (3.01%) BusinessObjects
9 5 (3.01%) Datomic
9 5 (3.01%) Enterprise Data Warehouse
9 5 (3.01%) Neo4j
9 5 (3.01%) SAP BI
9 5 (3.01%) SQL Server Analysis Services
10 4 (2.41%) Cognos Query Studio
Development Applications
1 16 (9.64%) Cucumber
2 15 (9.04%) ERwin
3 14 (8.43%) Selenium
4 12 (7.23%) HP UFT
5 8 (4.82%) Jenkins
5 8 (4.82%) JIRA
6 6 (3.61%) Maven
7 5 (3.01%) JUnit
8 4 (2.41%) Team Foundation Server
9 3 (1.81%) Toad
10 1 (0.60%) Subversion
10 1 (0.60%) Talend Open Studio
General
1 45 (27.11%) Finance
2 28 (16.87%) Retail
3 5 (3.01%) Marketing
4 3 (1.81%) Pharmaceutical
5 2 (1.20%) Publishing
5 2 (1.20%) Telecoms
Job Titles
1 59 (35.54%) Analyst
2 44 (26.51%) Developer
3 30 (18.07%) Architect
4 28 (16.87%) Business Analyst
5 21 (12.65%) Data Architect
6 19 (11.45%) Software Developer
7 16 (9.64%) Information Architect
8 10 (6.02%) Business Intelligence Analyst
9 9 (5.42%) .NET Developer
9 9 (5.42%) Applications Developer
9 9 (5.42%) Senior Developer
9 9 (5.42%) Test Analyst
9 9 (5.42%) Web Applications Developer
9 9 (5.42%) Web Developer
10 8 (4.82%) .NET Applications Developer
10 8 (4.82%) .NET Software Developer
10 8 (4.82%) .NET Web Applications Developer
10 8 (4.82%) .NET Web Developer
10 8 (4.82%) SQL Developer
11 7 (4.22%) Enterprise Information Architect
Libraries, Frameworks & Software Standards
1 28 (16.87%) .NET
2 27 (16.27%) Web Services
3 25 (15.06%) XML
4 19 (11.45%) HTML
5 18 (10.84%) jQuery
6 15 (9.04%) ASP.NET
7 12 (7.23%) JSON
7 12 (7.23%) REST
8 11 (6.63%) CSS
9 7 (4.22%) Ajax
9 7 (4.22%) SOAP
9 7 (4.22%) XSLT
10 6 (3.61%) .NET Framework
10 6 (3.61%) ADO
10 6 (3.61%) CSS3
10 6 (3.61%) HTML5
10 6 (3.61%) LINQ
10 6 (3.61%) Razor View Engine
10 6 (3.61%) Spring
10 6 (3.61%) WCF
Miscellaneous
1 52 (31.33%) Analytical Skills
2 22 (13.25%) Management Information System
3 14 (8.43%) Data Integration
4 12 (7.23%) Enterprise Software
5 11 (6.63%) Data Structures
6 9 (5.42%) Computer Science
7 7 (4.22%) Visualisation
8 6 (3.61%) Biology
8 6 (3.61%) Life Science
9 5 (3.01%) FMCG
9 5 (3.01%) Public Cloud
9 5 (3.01%) Semantic Web
10 3 (1.81%) Mathematics
11 2 (1.20%) Applied Mathematics
11 2 (1.20%) Mobile App
11 2 (1.20%) Statistics
12 1 (0.60%) Data Conversion
12 1 (0.60%) Foreign Exchange (FX)
12 1 (0.60%) iPad
12 1 (0.60%) User Experience
Operating Systems
1 14 (8.43%) Unix
2 6 (3.61%) Linux
3 3 (1.81%) Windows
4 2 (1.20%) Windows Server
5 1 (0.60%) Red Hat Enterprise Linux
Processes & Methodologies
1 57 (34.34%) Agile Software Development
2 46 (27.71%) Business Intelligence
3 33 (19.88%) Scrum
4 25 (15.06%) Data Management
4 25 (15.06%) ETL
4 25 (15.06%) Information Architecture
5 23 (13.86%) E-Commerce
5 23 (13.86%) User Stories
6 21 (12.65%) SOA
7 20 (12.05%) SDLC
7 20 (12.05%) UML
8 19 (11.45%) Enterprise Architecture
8 19 (11.45%) Master Data Management
8 19 (11.45%) MVC
9 16 (9.64%) Use Case
10 15 (9.04%) Automated Testing
11 13 (7.83%) Data Analysis
11 13 (7.83%) Data Migration
11 13 (7.83%) Migration
11 13 (7.83%) TOGAF
Programming Languages
1 56 (33.73%) SQL
2 32 (19.28%) Java
3 30 (18.07%) JavaScript
4 20 (12.05%) C#
5 19 (11.45%) T-SQL
6 14 (8.43%) VB.NET
7 13 (7.83%) PL/SQL
8 7 (4.22%) Python
8 7 (4.22%) Shell Script
9 5 (3.01%) Clojure
9 5 (3.01%) Scala
10 3 (1.81%) Perl
11 1 (0.60%) ABAP
11 1 (0.60%) C
11 1 (0.60%) VB
11 1 (0.60%) VBScript
Qualifications
1 13 (7.83%) Degree
2 4 (2.41%) ISEB
3 2 (1.20%) ACCA
3 2 (1.20%) ITIL Certification
4 1 (0.60%) AAT
4 1 (0.60%) CCAB
4 1 (0.60%) CIMA
4 1 (0.60%) CIPFA
4 1 (0.60%) Postgraduate
4 1 (0.60%) Security Cleared
Quality Assurance & Compliance
1 18 (10.84%) QA
2 16 (9.64%) Data Quality
3 3 (1.81%) ISO 8583
3 3 (1.81%) ISO20022
3 3 (1.81%) SLA
System Software
1 1 (0.60%) Active Directory
1 1 (0.60%) Hyper-V
Systems Management
1 4 (2.41%) HP Quality Center
Vendors
1 34 (20.48%) Microsoft
2 17 (10.24%) SAP
3 16 (9.64%) Oracle
4 12 (7.23%) HP
5 8 (4.82%) IBM
6 7 (4.22%) Cognos
7 5 (3.01%) Red Hat
7 5 (3.01%) Tableau
8 3 (1.81%) Google
8 3 (1.81%) Teradata
9 2 (1.20%) ServiceNow
10 1 (0.60%) Cognizant
10 1 (0.60%) Hyperion
10 1 (0.60%) Informatica
10 1 (0.60%) Netezza
10 1 (0.60%) Talend
10 1 (0.60%) Wall Street Systems
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