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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / East of England
Rank 130 185 167
Rank change year-on-year
+55 -18
Permanent jobs citing Data Modelling 115 78 104
As % of all permanent IT jobs located in the East of England 1.99% 1.10% 1.42%
As % of the Processes & Methodologies category 2.30% 1.28% 1.68%
Number of salaries quoted 92 57 92
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 £37,050 £40,000 £40,000
10% offered a salary of more than £75,000 £65,000 £74,750
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
4992 6114 6175
As % of all permanent IT jobs located in the East of England 86.20% 85.97% 84.43%
Number of salaries quoted 4109 4918 4942
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 £31,500 £30,000
10% offered a salary of more than £70,000 £70,000 £68,500
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 19 February 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 19 February 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 +39 29 £55,000 +5.76% 3
Suffolk +33 26 £57,500 - 1
Hertfordshire +16 23 £52,500 +2.43% 2
Cambridgeshire +9 15 £54,500 +14.73%
Bedfordshire +17 14 £37,500 -35.34% 1
Norfolk -12 9 £42,500 -19.04%
Data Modelling
England

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

For the 6 months to 19 February 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.

1 109 (47.19%) SQL
2 89 (38.53%) Business Intelligence
3 73 (31.60%) Agile Software Development
4 67 (29.00%) Finance
4 67 (29.00%) Analytics
5 66 (28.57%) SQL Server
6 64 (27.71%) ETL
7 63 (27.27%) Data Warehouse
8 58 (25.11%) Microsoft
9 53 (22.94%) Analytical Skills
10 52 (22.51%) Oracle
11 49 (21.21%) SQL Server Integration Services
12 48 (20.78%) SQL Server Reporting Services
13 43 (18.61%) T-SQL
14 42 (18.18%) Degree
15 37 (16.02%) Data Analytics
16 33 (14.29%) SQL Server Analysis Services
17 32 (13.85%) JavaScript
17 32 (13.85%) UML
17 32 (13.85%) Marketing
17 32 (13.85%) Business Analysis
17 32 (13.85%) SQL Server 2008
18 31 (13.42%) Data Architecture
18 31 (13.42%) User Stories
18 31 (13.42%) Power BI
19 29 (12.55%) .NET
19 29 (12.55%) Tableau
20 28 (12.12%) Computer Science
20 28 (12.12%) Python
21 27 (11.69%) 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 15 (6.49%) Confluence
2 7 (3.03%) Oracle SOA Suite
3 6 (2.60%) Apache ServiceMix
3 6 (2.60%) Apache Spark
4 5 (2.16%) JBoss
4 5 (2.16%) WebSphere
5 3 (1.30%) WebLogic
6 2 (0.87%) Drupal
6 2 (0.87%) SAS
6 2 (0.87%) Tomcat
6 2 (0.87%) WordPress
Applications
1 19 (8.23%) MS Excel
2 9 (3.90%) Photoshop
3 3 (1.30%) MS PowerPoint
4 2 (0.87%) MS Visio
Business Applications
1 20 (8.66%) Dynamics CRM
2 7 (3.03%) FastStats
2 7 (3.03%) SAP BPC
3 5 (2.16%) Oracle EBS
4 3 (1.30%) Oracle BPM
5 1 (0.43%) SAP CO
5 1 (0.43%) SAP CRM
5 1 (0.43%) SAP ERP
5 1 (0.43%) SAP FI
5 1 (0.43%) SAP FI/CO
Cloud Services
1 14 (6.06%) Microsoft Azure
2 10 (4.33%) Google Analytics
3 8 (3.46%) SaaS
Communications & Networking
1 11 (4.76%) DNS
2 7 (3.03%) Firewall
3 4 (1.73%) 3GPP
3 4 (1.73%) ATM
3 4 (1.73%) DHCP
3 4 (1.73%) LTE
3 4 (1.73%) Radio Access Network
3 4 (1.73%) RANAP
3 4 (1.73%) RTP
3 4 (1.73%) SIGTRAN
3 4 (1.73%) SS7
3 4 (1.73%) SSH
3 4 (1.73%) UTRAN
4 2 (0.87%) LDAP
5 1 (0.43%) Extranet
5 1 (0.43%) FTP
5 1 (0.43%) HTTP
Database & Business Intelligence
1 66 (28.57%) SQL Server
2 63 (27.27%) Data Warehouse
3 49 (21.21%) SQL Server Integration Services
4 48 (20.78%) SQL Server Reporting Services
5 33 (14.29%) SQL Server Analysis Services
6 32 (13.85%) SQL Server 2008
7 31 (13.42%) Power BI
8 22 (9.52%) Big Data
9 21 (9.09%) QlikView
10 20 (8.66%) SQL Server 2012
11 15 (6.49%) Spotfire
12 12 (5.19%) Oracle Database
13 11 (4.76%) Relational Database
13 11 (4.76%) SAP BW
13 11 (4.76%) SQL Server 2014
14 10 (4.33%) BusinessObjects
14 10 (4.33%) Enterprise Data Warehouse
14 10 (4.33%) Lumira
14 10 (4.33%) Oracle BI EE
15 9 (3.90%) RDBMS
Development Applications
1 19 (8.23%) JIRA
2 13 (5.63%) Team Foundation Server
3 11 (4.76%) Selenium
4 10 (4.33%) Cucumber
5 9 (3.90%) JUnit
5 9 (3.90%) Oracle APEX
6 6 (2.60%) Jenkins
6 6 (2.60%) Maven
7 4 (1.73%) HP UFT
8 2 (0.87%) Appium
8 2 (0.87%) NUnit
8 2 (0.87%) SoapUI
8 2 (0.87%) SpecFlow
9 1 (0.43%) ERwin
9 1 (0.43%) Oracle Forms
9 1 (0.43%) Subversion
General
1 67 (29.00%) Finance
2 32 (13.85%) Marketing
3 13 (5.63%) Legal
4 8 (3.46%) Pharmaceutical
4 8 (3.46%) Retail
5 7 (3.03%) Automotive
5 7 (3.03%) Banking
6 3 (1.30%) Telecoms
7 2 (0.87%) Advertising
7 2 (0.87%) French Language
7 2 (0.87%) Manufacturing
Job Titles
1 93 (40.26%) Analyst
2 68 (29.44%) Developer
3 41 (17.75%) Architect
4 33 (14.29%) Business Analyst
5 31 (13.42%) Business Intelligence Analyst
6 29 (12.55%) Data Analyst
7 26 (11.26%) Business Intelligence Developer
8 22 (9.52%) Senior Developer
9 18 (7.79%) Data Architect
10 17 (7.36%) Solutions Architect
10 17 (7.36%) SQL Developer
11 14 (6.06%) Analyst Developer
12 13 (5.63%) Developer Analyst
13 12 (5.19%) Systems Analyst
14 11 (4.76%) Data Warehouse Developer
15 10 (4.33%) Lead Business Analyst
15 10 (4.33%) Microsoft BI Developer
15 10 (4.33%) Microsoft Developer
16 9 (3.90%) Front End Developer (Client-Side Developer)
16 9 (3.90%) Senior Front-End Developer
Libraries, Frameworks & Software Standards
1 29 (12.55%) .NET
2 24 (10.39%) XML
3 23 (9.96%) REST
3 23 (9.96%) Web Services
4 15 (6.49%) .NET Framework
4 15 (6.49%) AngularJS
4 15 (6.49%) JSON
4 15 (6.49%) WCF
5 14 (6.06%) SOAP
6 12 (5.19%) HTML
7 11 (4.76%) jQuery
8 10 (4.33%) CSS
8 10 (4.33%) MDX
9 9 (3.90%) Ajax
9 9 (3.90%) Entity Framework
9 9 (3.90%) HTML5
9 9 (3.90%) LINQ
9 9 (3.90%) Spring
9 9 (3.90%) Twitter Bootstrap
9 9 (3.90%) XSLT
Miscellaneous
1 53 (22.94%) Analytical Skills
2 28 (12.12%) Computer Science
3 17 (7.36%) Management Information System
4 15 (6.49%) Statistics
5 13 (5.63%) Virtual Team
6 12 (5.19%) Mathematics
6 12 (5.19%) Mobile App
7 11 (4.76%) Enterprise Software
8 10 (4.33%) Data Integration
9 9 (3.90%) Algorithms
10 6 (2.60%) Clustering
10 6 (2.60%) Replication
10 6 (2.60%) User Experience
11 5 (2.16%) Data Structures
11 5 (2.16%) Visualisation
12 4 (1.73%) N-Tier
12 4 (1.73%) Physics
13 3 (1.30%) Biology
13 3 (1.30%) Data Centre
13 3 (1.30%) Social Media
Operating Systems
1 24 (10.39%) Unix
2 15 (6.49%) Windows
3 14 (6.06%) Linux
4 6 (2.60%) Windows Server
5 2 (0.87%) Red Hat Enterprise Linux
6 1 (0.43%) AIX
6 1 (0.43%) Solaris
Processes & Methodologies
1 89 (38.53%) Business Intelligence
2 73 (31.60%) Agile Software Development
3 67 (29.00%) Analytics
4 64 (27.71%) ETL
5 37 (16.02%) Data Analytics
6 32 (13.85%) Business Analysis
6 32 (13.85%) UML
7 31 (13.42%) Data Architecture
7 31 (13.42%) User Stories
8 27 (11.69%) CRM
8 27 (11.69%) Logical Data Model
9 26 (11.26%) Data Analysis
10 25 (10.82%) Software Engineering
11 23 (9.96%) OO
12 21 (9.09%) Data Management
13 19 (8.23%) Use Case
14 18 (7.79%) Performance Tuning
15 16 (6.93%) TDD
16 15 (6.49%) ERP
17 14 (6.06%) Scrum
Programming Languages
1 109 (47.19%) SQL
2 43 (18.61%) T-SQL
3 32 (13.85%) JavaScript
4 28 (12.12%) Python
5 25 (10.82%) C#
6 24 (10.39%) Java
7 19 (8.23%) VBA
8 18 (7.79%) PL/SQL
9 16 (6.93%) R
10 11 (4.76%) VB.NET
11 9 (3.90%) Shell Script
12 8 (3.46%) PowerShell
13 5 (2.16%) C
13 5 (2.16%) Ruby
14 4 (1.73%) VB
14 4 (1.73%) VBScript
15 3 (1.30%) Bash Shell
15 3 (1.30%) Perl
16 2 (0.87%) ABAP
16 2 (0.87%) PHP
Qualifications
1 42 (18.18%) Degree
2 13 (5.63%) IIBA
3 8 (3.46%) CBAP
4 4 (1.73%) Postgraduate
5 3 (1.30%) PhD
6 2 (0.87%) ISEB
7 1 (0.43%) CCA
7 1 (0.43%) Citrix Certification
7 1 (0.43%) MCSA
7 1 (0.43%) MCSD
7 1 (0.43%) Microsoft Certification
Quality Assurance & Compliance
1 15 (6.49%) QA
2 1 (0.43%) Data Quality
System Software
1 1 (0.43%) Time Sharing Option
Systems Management
1 1 (0.43%) Oozie
Vendors
1 58 (25.11%) Microsoft
2 52 (22.51%) Oracle
3 29 (12.55%) Tableau
4 13 (5.63%) SAP
4 13 (5.63%) Teradata
5 10 (4.33%) Cognos
5 10 (4.33%) Google
5 10 (4.33%) IBM
6 8 (3.46%) Red Hat
7 4 (1.73%) HP
7 4 (1.73%) Sybase
8 3 (1.30%) Casewise
8 3 (1.30%) Facebook
8 3 (1.30%) Hyperion
8 3 (1.30%) Tealeaf
8 3 (1.30%) Thunderhead
8 3 (1.30%) Twitter
9 2 (0.87%) Salesforce.com
9 2 (0.87%) Xamarin
10 1 (0.43%) Cognizant
Essex
Westbourne Partners
Salary: From £50,000 to £65,000 per annum
Posted: 5 days ago
Essex
Streamline Connections
Salary: £65000 - £90000 per annum + bonus and benefits
Posted: 2 days ago
Royston, Hertfordshire
EasyWebRecruitment.com
Salary: Competitive
Posted: 6 days ago
Luton
TUI Group Careers
Salary: Competitive Salary
Posted: 6 days ago
Watford
Recruitment Genius Ltd
Salary: £45000 - £55000 per annum
Posted: 13 days ago
Bury St. Edmunds
Ampersand Consulting
Salary: £35000 - £40000 per annum + Fantastic Benefits
Posted: 20 days ago