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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 135 175 142
Rank change year-on-year
+40 -33
Permanent jobs citing Data Modelling 126 85 155
As % of all permanent IT jobs located in the East of England 1.95% 1.19% 1.92%
As % of the Processes & Methodologies category 2.21% 1.39% 2.29%
Number of salaries quoted 88 70 140
Median salary £50,000 £49,425 £45,000
Median salary % change year-on-year
+1.16% +9.83%
90% offered a salary of more than £37,500 £29,612 £36,000
10% offered a salary of more than £65,000 £70,500 £85,000
UK excluding London median salary £47,500 £49,411 £45,000
% change year-on-year
-3.86% +9.80%
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
5693 6116 6780
As % of all permanent IT jobs located in the East of England 87.92% 85.40% 84.05%
Number of salaries quoted 4615 5054 5450
Median salary £49,500 £47,500 £45,000
Median salary % change year-on-year
+4.21% +5.55%
90% offered a salary of more than £32,500 £30,500 £30,500
10% offered a salary of more than £70,000 £67,500 £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 2 December 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 2 December 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
Essex +34 37 £45,000 -21.39% 1
Hertfordshire +16 35 £55,000 -4.18% 4
Cambridgeshire +12 29 £55,000 +46.66% 7
Suffolk +5 13 £53,750 +79.16% 1
Bedfordshire -13 8 £40,000 -31.33% 1
Norfolk - 8 £36,250 -
East Anglia - 1 - -
Data Modelling
England

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

For the 6 months to 2 December 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.

1 100 (48.08%) SQL
2 94 (45.19%) Business Intelligence
3 72 (34.62%) SQL Server
4 70 (33.65%) ETL
5 63 (30.29%) Data Warehouse
6 57 (27.40%) SQL Server Integration Services
7 56 (26.92%) Finance
7 56 (26.92%) Analytical Skills
8 54 (25.96%) Microsoft
9 51 (24.52%) Oracle
9 51 (24.52%) Analytics
10 44 (21.15%) Degree
11 42 (20.19%) SQL Server Analysis Services
12 41 (19.71%) T-SQL
13 40 (19.23%) Agile Software Development
14 39 (18.75%) .NET
15 36 (17.31%) SQL Server Reporting Services
15 36 (17.31%) Management Information System
16 34 (16.35%) Web Services
17 33 (15.87%) JavaScript
18 32 (15.38%) Power BI
19 31 (14.90%) SQL Server 2008
20 30 (14.42%) Marketing
20 30 (14.42%) Performance Tuning
20 30 (14.42%) C#
21 29 (13.94%) Data Analysis
21 29 (13.94%) CRM
21 29 (13.94%) SQL Server 2012
21 29 (13.94%) Computer Science
22 28 (13.46%) REST

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 5 (2.40%) SharePoint
1 5 (2.40%) WebLogic
2 4 (1.92%) JBoss
2 4 (1.92%) WebSphere
3 3 (1.44%) Apache ServiceMix
4 2 (0.96%) Apache Spark
4 2 (0.96%) Tomcat
5 1 (0.48%) BizTalk Server
5 1 (0.48%) CMS
5 1 (0.48%) Confluence
5 1 (0.48%) Drupal
5 1 (0.48%) IIS
5 1 (0.48%) Oracle SOA Suite
5 1 (0.48%) SAS
5 1 (0.48%) SharePoint 2010
5 1 (0.48%) SharePoint 2013
5 1 (0.48%) Sonic ESB
5 1 (0.48%) WordPress
Applications
1 20 (9.62%) MS Excel
2 5 (2.40%) MS PowerPoint
2 5 (2.40%) Photoshop
3 1 (0.48%) MS Visio
3 1 (0.48%) SPSS
Business Applications
1 21 (10.10%) Dynamics CRM
2 16 (7.69%) SAP BPC
3 8 (3.85%) FastStats
4 3 (1.44%) Oracle BPM
5 2 (0.96%) HFM
6 1 (0.48%) Cognos TM1
6 1 (0.48%) Dynamics AX
6 1 (0.48%) Remedy ITSM
6 1 (0.48%) ResourceLink
6 1 (0.48%) SAP CO
6 1 (0.48%) SAP CRM
6 1 (0.48%) SAP ERP
6 1 (0.48%) SAP FI
6 1 (0.48%) SAP FI/CO
6 1 (0.48%) SAP MDM
Cloud Services
1 13 (6.25%) Google Analytics
2 8 (3.85%) Microsoft Azure
3 1 (0.48%) Amazon AWS
3 1 (0.48%) SaaS
Communications & Networking
1 15 (7.21%) DNS
2 11 (5.29%) Firewall
3 4 (1.92%) 3GPP
3 4 (1.92%) ATM
3 4 (1.92%) DHCP
3 4 (1.92%) LDAP
3 4 (1.92%) LTE
3 4 (1.92%) Radio Access Network
3 4 (1.92%) RANAP
3 4 (1.92%) RTP
3 4 (1.92%) SIGTRAN
3 4 (1.92%) SS7
3 4 (1.92%) SSH
3 4 (1.92%) UTRAN
4 1 (0.48%) FTP
4 1 (0.48%) HTTP
4 1 (0.48%) Wi-Fi
Database & Business Intelligence
1 72 (34.62%) SQL Server
2 63 (30.29%) Data Warehouse
3 57 (27.40%) SQL Server Integration Services
4 42 (20.19%) SQL Server Analysis Services
5 36 (17.31%) SQL Server Reporting Services
6 32 (15.38%) Power BI
7 31 (14.90%) SQL Server 2008
8 29 (13.94%) SQL Server 2012
9 22 (10.58%) Big Data
10 20 (9.62%) SAP BW
11 17 (8.17%) MS Access
11 17 (8.17%) SAP Data Services
12 15 (7.21%) QlikView
13 14 (6.73%) BusinessObjects
14 13 (6.25%) Enterprise Data Warehouse
14 13 (6.25%) Spotfire
15 10 (4.81%) Oracle Database
16 9 (4.33%) Relational Database
17 8 (3.85%) Oracle BI EE
18 7 (3.37%) PowerPivot
Development Applications
1 27 (12.98%) Team Foundation Server
2 8 (3.85%) Selenium
3 7 (3.37%) Oracle APEX
4 6 (2.88%) Cucumber
5 5 (2.40%) ERwin
5 5 (2.40%) JUnit
6 3 (1.44%) HP UFT
6 3 (1.44%) Jenkins
6 3 (1.44%) JIRA
6 3 (1.44%) Maven
7 1 (0.48%) Oracle Forms
7 1 (0.48%) SQL Server Management Studio (SSMS)
7 1 (0.48%) Subversion
7 1 (0.48%) Talend Open Studio
General
1 56 (26.92%) Finance
2 30 (14.42%) Marketing
3 11 (5.29%) Retail
4 6 (2.88%) Automotive
5 5 (2.40%) Pharmaceutical
6 4 (1.92%) Games
6 4 (1.92%) Telecoms
7 2 (0.96%) Advertising
7 2 (0.96%) Banking
7 2 (0.96%) Legal
8 1 (0.48%) French Language
8 1 (0.48%) Manufacturing
Job Titles
1 69 (33.17%) Developer
2 68 (32.69%) Analyst
3 41 (19.71%) Architect
4 30 (14.42%) Data Analyst
5 29 (13.94%) Business Intelligence Developer
6 24 (11.54%) Business Intelligence Analyst
7 22 (10.58%) Data Architect
8 18 (8.65%) Microsoft Developer
9 17 (8.17%) Microsoft BI Developer
10 14 (6.73%) Business Analyst
11 13 (6.25%) Senior Developer
12 12 (5.77%) CRM Developer
12 12 (5.77%) Solutions Architect
13 11 (5.29%) SQL Developer
14 10 (4.81%) Oracle Developer
15 9 (4.33%) Analyst Developer
15 9 (4.33%) Data Warehouse Architect
15 9 (4.33%) DBA
15 9 (4.33%) QlikView Analyst
16 8 (3.85%) Insight Manager
Libraries, Frameworks & Software Standards
1 39 (18.75%) .NET
2 34 (16.35%) Web Services
3 28 (13.46%) REST
4 23 (11.06%) SOAP
4 23 (11.06%) XML
5 19 (9.13%) MDX
6 12 (5.77%) CSS
7 11 (5.29%) .NET Framework
7 11 (5.29%) JSON
7 11 (5.29%) WCF
8 9 (4.33%) AngularJS
9 8 (3.85%) Ajax
9 8 (3.85%) HTML
10 7 (3.37%) jQuery
11 6 (2.88%) ASP.NET Web API
11 6 (2.88%) CSS3
11 6 (2.88%) Entity Framework
11 6 (2.88%) HTML5
11 6 (2.88%) LINQ
11 6 (2.88%) Razor View Engine
Miscellaneous
1 56 (26.92%) Analytical Skills
2 36 (17.31%) Management Information System
3 29 (13.94%) Computer Science
4 11 (5.29%) Data Integration
5 9 (4.33%) Algorithms
5 9 (4.33%) Virtual Team
6 8 (3.85%) Enterprise Software
6 8 (3.85%) Statistics
7 7 (3.37%) Mathematics
7 7 (3.37%) Mobile App
8 6 (2.88%) Visualisation
9 5 (2.40%) Social Media
10 4 (1.92%) Biology
10 4 (1.92%) Data Centre
10 4 (1.92%) Replication
11 3 (1.44%) Data Protection Act
11 3 (1.44%) Data Structures
12 2 (0.96%) iPad
13 1 (0.48%) Physics
13 1 (0.48%) Taxonomies
Operating Systems
1 19 (9.13%) Unix
2 12 (5.77%) Linux
3 11 (5.29%) Windows
4 4 (1.92%) Red Hat Enterprise Linux
4 4 (1.92%) Windows Server
5 1 (0.48%) AIX
5 1 (0.48%) Solaris
Processes & Methodologies
1 94 (45.19%) Business Intelligence
2 70 (33.65%) ETL
3 51 (24.52%) Analytics
4 40 (19.23%) Agile Software Development
5 30 (14.42%) Performance Tuning
6 29 (13.94%) CRM
6 29 (13.94%) Data Analysis
7 27 (12.98%) ETL Development
8 26 (12.50%) Software Engineering
9 23 (11.06%) Data Analytics
9 23 (11.06%) Data Architecture
9 23 (11.06%) Data Management
9 23 (11.06%) UML
10 22 (10.58%) Database Tuning
10 22 (10.58%) OO
11 20 (9.62%) Business Analysis
12 19 (9.13%) Unit Testing
13 18 (8.65%) Time Management
14 16 (7.69%) Data Governance
15 15 (7.21%) User Stories
Programming Languages
1 100 (48.08%) SQL
2 41 (19.71%) T-SQL
3 33 (15.87%) JavaScript
4 30 (14.42%) C#
5 28 (13.46%) VBA
6 18 (8.65%) PowerShell
6 18 (8.65%) Python
7 17 (8.17%) Java
8 15 (7.21%) PL/SQL
9 10 (4.81%) R
10 7 (3.37%) VB.NET
11 6 (2.88%) Shell Script
11 6 (2.88%) VB
12 5 (2.40%) PHP
12 5 (2.40%) Ruby
13 4 (1.92%) Bash Shell
13 4 (1.92%) C
13 4 (1.92%) Perl
14 2 (0.96%) ABAP
14 2 (0.96%) VBScript
Qualifications
1 44 (21.15%) Degree
2 5 (2.40%) IIBA
3 4 (1.92%) ISEB
3 4 (1.92%) Postgraduate
4 2 (0.96%) ACCA
4 2 (0.96%) CIMA
Quality Assurance & Compliance
1 13 (6.25%) Data Quality
2 9 (4.33%) QA
3 4 (1.92%) SLA
4 1 (0.48%) SNOMED CT
System Software
1 1 (0.48%) Time Sharing Option
Vendors
1 54 (25.96%) Microsoft
2 51 (24.52%) Oracle
3 24 (11.54%) SAP
4 23 (11.06%) IBM
5 22 (10.58%) Cognos
5 22 (10.58%) Tableau
6 13 (6.25%) Google
7 7 (3.37%) Red Hat
8 5 (2.40%) Facebook
8 5 (2.40%) Hyperion
8 5 (2.40%) Tealeaf
8 5 (2.40%) Teradata
8 5 (2.40%) Twitter
9 4 (1.92%) Sybase
10 3 (1.44%) HP
10 3 (1.44%) Thunderhead
11 1 (0.48%) Avaya
11 1 (0.48%) Cognizant
11 1 (0.48%) Informatica
11 1 (0.48%) Northgate
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