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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / East of England
Rank 127 178 163
Rank change year-on-year
+51 -15
Permanent jobs citing Data Modelling 123 84 109
As % of all permanent IT jobs located in the East of England 2.12% 1.23% 1.51%
As % of the Processes & Methodologies category 2.43% 1.43% 1.78%
Number of salaries quoted 99 67 97
Median salary £55,000 £52,000 £47,500
Median salary % change year-on-year
+5.76% +9.47%
90% offered a salary of more than £35,000 £36,000 £40,000
10% offered a salary of more than £75,000 £67,200 £85,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
5057 5876 6125
As % of all permanent IT jobs located in the East of England 87.26% 85.78% 84.58%
Number of salaries quoted 4174 4817 4880
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 £32,500 £30,000
10% offered a salary of more than £70,000 £70,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 21 January 2017.

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 21 January 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
Hertfordshire +12 31 £52,500 -4.54% 2
Essex +36 30 £52,500 +0.96%
Suffolk +24 25 £60,000 +100.00% 2
Cambridgeshire +10 19 £55,000 +15.78% 2
Norfolk -1 10 £38,750 -
Bedfordshire +5 7 £37,500 -38.77% 2
East Anglia - 1 - -
Data Modelling
England

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

For the 6 months to 21 January 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.

1 112 (50.00%) SQL
2 88 (39.29%) Business Intelligence
3 65 (29.02%) SQL Server
3 65 (29.02%) ETL
3 65 (29.02%) Agile Software Development
3 65 (29.02%) Analytics
4 62 (27.68%) Data Warehouse
5 60 (26.79%) Finance
6 57 (25.45%) Microsoft
7 56 (25.00%) Analytical Skills
8 52 (23.21%) SQL Server Integration Services
9 47 (20.98%) T-SQL
10 46 (20.54%) Oracle
10 46 (20.54%) SQL Server Reporting Services
11 42 (18.75%) Degree
12 39 (17.41%) SQL Server Analysis Services
13 35 (15.63%) JavaScript
13 35 (15.63%) Marketing
14 34 (15.18%) Data Analytics
15 33 (14.73%) Power BI
16 32 (14.29%) SQL Server 2008
16 32 (14.29%) .NET
17 29 (12.95%) Data Analysis
17 29 (12.95%) Computer Science
17 29 (12.95%) Data Architecture
18 28 (12.50%) Software Engineering
18 28 (12.50%) C#
18 28 (12.50%) Web Services
18 28 (12.50%) UML
19 27 (12.05%) OO

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 (4.02%) Confluence
2 6 (2.68%) Apache ServiceMix
3 5 (2.23%) Apache Spark
3 5 (2.23%) JBoss
3 5 (2.23%) WebSphere
4 3 (1.34%) WebLogic
5 2 (0.89%) Drupal
5 2 (0.89%) Oracle SOA Suite
5 2 (0.89%) Tomcat
5 2 (0.89%) WordPress
6 1 (0.45%) SharePoint
Applications
1 20 (8.93%) MS Excel
2 9 (4.02%) Photoshop
3 4 (1.79%) MS PowerPoint
4 2 (0.89%) MS Visio
Business Applications
1 22 (9.82%) Dynamics CRM
2 11 (4.91%) SAP BPC
3 8 (3.57%) FastStats
4 3 (1.34%) Oracle BPM
5 1 (0.45%) SAP CO
5 1 (0.45%) SAP CRM
5 1 (0.45%) SAP ERP
5 1 (0.45%) SAP FI
5 1 (0.45%) SAP FI/CO
Cloud Services
1 13 (5.80%) Microsoft Azure
2 12 (5.36%) Google Analytics
3 1 (0.45%) SaaS
Communications & Networking
1 15 (6.70%) DNS
2 11 (4.91%) Firewall
3 4 (1.79%) 3GPP
3 4 (1.79%) ATM
3 4 (1.79%) DHCP
3 4 (1.79%) LTE
3 4 (1.79%) Radio Access Network
3 4 (1.79%) RANAP
3 4 (1.79%) RTP
3 4 (1.79%) SIGTRAN
3 4 (1.79%) SS7
3 4 (1.79%) SSH
3 4 (1.79%) UTRAN
4 2 (0.89%) LDAP
5 1 (0.45%) Extranet
5 1 (0.45%) FTP
5 1 (0.45%) HTTP
Database & Business Intelligence
1 65 (29.02%) SQL Server
2 62 (27.68%) Data Warehouse
3 52 (23.21%) SQL Server Integration Services
4 46 (20.54%) SQL Server Reporting Services
5 39 (17.41%) SQL Server Analysis Services
6 33 (14.73%) Power BI
7 32 (14.29%) SQL Server 2008
8 25 (11.16%) SQL Server 2012
9 21 (9.38%) Big Data
9 21 (9.38%) QlikView
10 15 (6.70%) SAP BW
10 15 (6.70%) Spotfire
11 11 (4.91%) MS Access
11 11 (4.91%) SAP Data Services
11 11 (4.91%) SQL Server 2014
12 10 (4.46%) BusinessObjects
12 10 (4.46%) Enterprise Data Warehouse
12 10 (4.46%) Lumira
12 10 (4.46%) Oracle BI EE
12 10 (4.46%) Oracle Database
Development Applications
1 17 (7.59%) Team Foundation Server
2 13 (5.80%) JIRA
3 11 (4.91%) Selenium
4 10 (4.46%) Cucumber
5 9 (4.02%) JUnit
5 9 (4.02%) Oracle APEX
6 6 (2.68%) Jenkins
6 6 (2.68%) Maven
7 4 (1.79%) HP UFT
8 2 (0.89%) Appium
8 2 (0.89%) NUnit
8 2 (0.89%) SoapUI
8 2 (0.89%) SpecFlow
9 1 (0.45%) ERwin
9 1 (0.45%) Oracle Forms
9 1 (0.45%) Subversion
General
1 60 (26.79%) Finance
2 35 (15.63%) Marketing
3 10 (4.46%) Retail
4 8 (3.57%) Pharmaceutical
5 7 (3.13%) Automotive
5 7 (3.13%) Legal
6 6 (2.68%) Banking
7 3 (1.34%) Telecoms
8 2 (0.89%) Advertising
8 2 (0.89%) French Language
8 2 (0.89%) Manufacturing
9 1 (0.45%) Games
Job Titles
1 84 (37.50%) Analyst
2 70 (31.25%) Developer
3 37 (16.52%) Architect
4 31 (13.84%) Data Analyst
5 30 (13.39%) Business Intelligence Analyst
6 28 (12.50%) Business Intelligence Developer
7 24 (10.71%) Business Analyst
8 19 (8.48%) Data Architect
8 19 (8.48%) Senior Developer
9 16 (7.14%) Solutions Architect
10 14 (6.25%) Analyst Developer
11 13 (5.80%) Developer Analyst
11 13 (5.80%) SQL Developer
12 11 (4.91%) Administrator
12 11 (4.91%) Data Warehouse Developer
12 11 (4.91%) DBA
12 11 (4.91%) Microsoft BI Developer
12 11 (4.91%) Microsoft Developer
13 10 (4.46%) Systems Analyst
14 9 (4.02%) Business Developer
Libraries, Frameworks & Software Standards
1 32 (14.29%) .NET
2 28 (12.50%) Web Services
3 27 (12.05%) REST
4 25 (11.16%) XML
5 18 (8.04%) SOAP
6 15 (6.70%) .NET Framework
6 15 (6.70%) JSON
7 14 (6.25%) AngularJS
7 14 (6.25%) MDX
7 14 (6.25%) WCF
8 11 (4.91%) CSS
8 11 (4.91%) HTML
9 10 (4.46%) jQuery
10 9 (4.02%) CSS3
10 9 (4.02%) Entity Framework
10 9 (4.02%) HTML5
10 9 (4.02%) LESS
10 9 (4.02%) LINQ
10 9 (4.02%) Razor View Engine
10 9 (4.02%) Sass
Miscellaneous
1 56 (25.00%) Analytical Skills
2 29 (12.95%) Computer Science
3 22 (9.82%) Management Information System
4 13 (5.80%) Data Integration
4 13 (5.80%) Statistics
4 13 (5.80%) Virtual Team
5 12 (5.36%) Mobile App
6 10 (4.46%) Mathematics
7 9 (4.02%) Algorithms
7 9 (4.02%) Enterprise Software
8 7 (3.13%) Visualisation
9 5 (2.23%) Replication
10 4 (1.79%) Physics
10 4 (1.79%) Social Media
11 3 (1.34%) Biology
11 3 (1.34%) Clustering
11 3 (1.34%) Data Centre
12 2 (0.89%) Data Structures
12 2 (0.89%) Life Science
12 2 (0.89%) N-Tier
Operating Systems
1 24 (10.71%) Unix
2 14 (6.25%) Linux
2 14 (6.25%) Windows
3 6 (2.68%) Windows Server
4 2 (0.89%) Red Hat Enterprise Linux
5 1 (0.45%) AIX
5 1 (0.45%) Solaris
Processes & Methodologies
1 88 (39.29%) Business Intelligence
2 65 (29.02%) Agile Software Development
2 65 (29.02%) Analytics
2 65 (29.02%) ETL
3 34 (15.18%) Data Analytics
4 29 (12.95%) Data Analysis
4 29 (12.95%) Data Architecture
5 28 (12.50%) Software Engineering
5 28 (12.50%) UML
6 27 (12.05%) OO
7 26 (11.61%) Business Analysis
7 26 (11.61%) CRM
8 24 (10.71%) Data Management
8 24 (10.71%) User Stories
9 23 (10.27%) Performance Tuning
10 21 (9.38%) Logical Data Model
11 15 (6.70%) Project Management
11 15 (6.70%) TDD
12 13 (5.80%) E-Commerce
12 13 (5.80%) Scrum
Programming Languages
1 112 (50.00%) SQL
2 47 (20.98%) T-SQL
3 35 (15.63%) JavaScript
4 28 (12.50%) C#
5 24 (10.71%) Python
5 24 (10.71%) VBA
6 22 (9.82%) Java
7 16 (7.14%) PL/SQL
8 14 (6.25%) R
9 12 (5.36%) PowerShell
10 11 (4.91%) VB.NET
11 9 (4.02%) Shell Script
12 5 (2.23%) Ruby
12 5 (2.23%) VB
13 4 (1.79%) C
13 4 (1.79%) VBScript
14 3 (1.34%) Bash Shell
14 3 (1.34%) Perl
15 2 (0.89%) ABAP
16 1 (0.45%) PHP
Qualifications
1 42 (18.75%) Degree
2 11 (4.91%) IIBA
3 6 (2.68%) CBAP
4 4 (1.79%) Postgraduate
5 2 (0.89%) ISEB
6 1 (0.45%) PhD
Quality Assurance & Compliance
1 15 (6.70%) QA
2 3 (1.34%) Data Quality
System Software
1 1 (0.45%) Time Sharing Option
Vendors
1 57 (25.45%) Microsoft
2 46 (20.54%) Oracle
3 25 (11.16%) Tableau
4 18 (8.04%) SAP
5 15 (6.70%) IBM
6 14 (6.25%) Cognos
7 12 (5.36%) Google
8 11 (4.91%) Teradata
9 8 (3.57%) Red Hat
10 5 (2.23%) Sybase
11 4 (1.79%) Facebook
11 4 (1.79%) HP
11 4 (1.79%) Tealeaf
11 4 (1.79%) Twitter
12 3 (1.34%) Casewise
12 3 (1.34%) Hyperion
12 3 (1.34%) Thunderhead
13 2 (0.89%) Salesforce.com
13 2 (0.89%) Xamarin
14 1 (0.45%) Pegasus
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