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 28 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
28 Apr 2016
Same period 2015 Same period 2014
Data Modeling
Rank 165 159 197
Rank change year-on-year
-6 +38
Permanent jobs citing Data Modelling 102 116 95
As % of all permanent IT jobs located in the East of England 1.46% 1.52% 1.11%
As % of the Processes & Methodologies category 1.69% 1.84% 1.36%
Number of salaries quoted 76 106 73
Average salary £50,000 £49,250 £42,500
Average salary % change year-on-year
+1.52% +15.88%
90% offered a salary of more than £36,000 £37,500 £34,000
10% offered a salary of more than £70,000 £80,000 £70,000
UK excluding London average salary £47,500 £46,875 £45,000
% change year-on-year
+1.33% +4.16%
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
6043 6292 6969
As % of all permanent IT jobs located in the East of England 86.66% 82.54% 81.67%
Number of salaries quoted 4885 5111 5758
Average salary £47,500 £45,000 £44,000
Average salary % change year-on-year
+5.55% +2.27%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £61,500 £65,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 April 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 28 April 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 +17 28 £56,000 +12.00%
Bedfordshire 0 26 £50,000 +5.26% 6
Cambridgeshire +3 22 £57,500 +35.29% 4
Suffolk +15 15 £45,000 -5.26% 1
Norfolk - 10 £52,000 -
Essex -22 5 £47,250 -14.09%
Data Modelling
England

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

For the 6 months to 28 April 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 80 (43.24%) SQL
2 75 (40.54%) Agile Software Development
3 49 (26.49%) Finance
4 47 (25.41%) Oracle
5 42 (22.70%) Java
5 42 (22.70%) Business Intelligence
6 39 (21.08%) Data Warehouse
7 38 (20.54%) Analytical Skills
8 35 (18.92%) Microsoft
9 32 (17.30%) ETL
9 32 (17.30%) SQL Server
9 32 (17.30%) PL/SQL
10 30 (16.22%) Web Services
10 30 (16.22%) Scrum
11 29 (15.68%) Retail
11 29 (15.68%) SDLC
12 28 (15.14%) MS Excel
13 26 (14.05%) JavaScript
13 26 (14.05%) Automated Testing
13 26 (14.05%) Enterprise Software
14 25 (13.51%) Analytics
15 24 (12.97%) Cucumber
15 24 (12.97%) BDD
15 24 (12.97%) TDD
15 24 (12.97%) Pair Programming
15 24 (12.97%) Data Management
15 24 (12.97%) QA
15 24 (12.97%) Selenium
15 24 (12.97%) XML
16 23 (12.43%) SOA

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

For the 6 months to 28 April 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 8 (4.32%) Apache ServiceMix
2 7 (3.78%) SAS
3 5 (2.70%) Apache
4 3 (1.62%) WebLogic
5 1 (0.54%) SharePoint
Applications
1 28 (15.14%) MS Excel
2 11 (5.95%) MS Visio
3 3 (1.62%) MS Office
Business Applications
1 16 (8.65%) Dynamics CRM
2 3 (1.62%) SAP FI
2 3 (1.62%) SAP MDM
3 2 (1.08%) Cognos Business Intelligence
4 1 (0.54%) HFM
4 1 (0.54%) SAP BPC
Cloud Services
1 5 (2.70%) Microsoft Azure
2 3 (1.62%) Google Analytics
3 1 (0.54%) Office 365
3 1 (0.54%) SaaS
Communications & Networking
1 1 (0.54%) Internet
Database & Business Intelligence
1 39 (21.08%) Data Warehouse
2 32 (17.30%) SQL Server
3 23 (12.43%) NoSQL
4 22 (11.89%) SQL Server Reporting Services
5 20 (10.81%) Oracle Database
6 16 (8.65%) SQL Server Integration Services
7 13 (7.03%) BusinessObjects
8 12 (6.49%) MongoDB
8 12 (6.49%) OLAP
9 11 (5.95%) MySQL
9 11 (5.95%) Relational Database
10 9 (4.86%) Enterprise Data Warehouse
11 8 (4.32%) OLAP Cube
11 8 (4.32%) QlikView
11 8 (4.32%) SQL Server Analysis Services
12 7 (3.78%) Hadoop
12 7 (3.78%) Oracle OLAP
13 6 (3.24%) Big Data
14 5 (2.70%) Apache Cassandra
14 5 (2.70%) Azure SQL Database
Development Applications
1 24 (12.97%) Cucumber
1 24 (12.97%) Selenium
2 17 (9.19%) ERwin
3 16 (8.65%) HP UFT
4 11 (5.95%) Jenkins
5 8 (4.32%) JUnit
5 8 (4.32%) Maven
6 6 (3.24%) JIRA
7 5 (2.70%) Team Foundation Server
7 5 (2.70%) Toad
8 2 (1.08%) MagicDraw
9 1 (0.54%) Talend Open Studio
General
1 49 (26.49%) Finance
2 29 (15.68%) Retail
3 7 (3.78%) Pharmaceutical
4 6 (3.24%) Marketing
5 3 (1.62%) Telecoms
6 2 (1.08%) Advertising
6 2 (1.08%) Banking
6 2 (1.08%) Games
6 2 (1.08%) Interactive Media
7 1 (0.54%) Publishing
Job Titles
1 63 (34.05%) Developer
2 43 (23.24%) Analyst
3 41 (22.16%) Architect
4 24 (12.97%) Data Architect
5 21 (11.35%) CRM Developer
6 18 (9.73%) Business Analyst
6 18 (9.73%) Information Architect
7 16 (8.65%) Microsoft Developer
8 15 (8.11%) Senior Developer
9 13 (7.03%) Software Developer
9 13 (7.03%) Test Analyst
10 11 (5.95%) Database Developer
11 10 (5.41%) SQL Developer
12 9 (4.86%) Data Modeller
12 9 (4.86%) Designer
12 9 (4.86%) Enterprise Information Architect
12 9 (4.86%) Oracle Developer
13 8 (4.32%) Dynamics CRM Developer
13 8 (4.32%) Senior Software Developer
14 7 (3.78%) Systems Analyst
Libraries, Frameworks & Software Standards
1 30 (16.22%) Web Services
2 24 (12.97%) XML
3 22 (11.89%) .NET
4 19 (10.27%) JSON
5 18 (9.73%) CSS
6 15 (8.11%) HTML
6 15 (8.11%) REST
7 13 (7.03%) jQuery
8 12 (6.49%) RESTful
9 11 (5.95%) SOAP
10 9 (4.86%) Ajax
10 9 (4.86%) CSS3
10 9 (4.86%) HTML5
10 9 (4.86%) XSLT
11 8 (4.32%) .NET Framework
11 8 (4.32%) Apache Camel
11 8 (4.32%) ASP.NET Web API
11 8 (4.32%) Entity Framework
11 8 (4.32%) HTML5 Boilerplate
11 8 (4.32%) Razor View Engine
Miscellaneous
1 38 (20.54%) Analytical Skills
2 26 (14.05%) Enterprise Software
3 22 (11.89%) Data Integration
3 22 (11.89%) Management Information System
4 8 (4.32%) Computer Science
5 7 (3.78%) Data Structures
6 5 (2.70%) FMCG
6 5 (2.70%) iPad
6 5 (2.70%) Mobile App
6 5 (2.70%) Public Cloud
7 4 (2.16%) Foreign Exchange (FX)
7 4 (2.16%) Visualisation
8 3 (1.62%) Biology
8 3 (1.62%) Life Science
8 3 (1.62%) Semantic Web
8 3 (1.62%) User Experience
9 2 (1.08%) Applied Mathematics
9 2 (1.08%) Fintech
9 2 (1.08%) Mathematics
9 2 (1.08%) Statistics
Operating Systems
1 21 (11.35%) Unix
2 7 (3.78%) Linux
3 1 (0.54%) Windows
Processes & Methodologies
1 75 (40.54%) Agile Software Development
2 42 (22.70%) Business Intelligence
3 32 (17.30%) ETL
4 30 (16.22%) Scrum
5 29 (15.68%) SDLC
6 26 (14.05%) Automated Testing
7 25 (13.51%) Analytics
8 24 (12.97%) BDD
8 24 (12.97%) Data Management
8 24 (12.97%) Pair Programming
8 24 (12.97%) TDD
9 23 (12.43%) Data Architecture
9 23 (12.43%) Information Architecture
9 23 (12.43%) SOA
10 22 (11.89%) CRM
10 22 (11.89%) E-Commerce
11 21 (11.35%) Enterprise Architecture
12 18 (9.73%) Data Migration
12 18 (9.73%) Migration
12 18 (9.73%) OO
Programming Languages
1 80 (43.24%) SQL
2 42 (22.70%) Java
3 32 (17.30%) PL/SQL
4 26 (14.05%) JavaScript
5 22 (11.89%) C#
5 22 (11.89%) T-SQL
6 11 (5.95%) Shell Script
7 10 (5.41%) VB.NET
8 8 (4.32%) PHP
9 6 (3.24%) Python
10 3 (1.62%) Clojure
10 3 (1.62%) R
10 3 (1.62%) Scala
11 2 (1.08%) MATLAB
12 1 (0.54%) ABAP
12 1 (0.54%) Bourne shell
Qualifications
1 11 (5.95%) Degree
2 2 (1.08%) CBAP
2 2 (1.08%) ISEB
3 1 (0.54%) ACCA
3 1 (0.54%) CIMA
Quality Assurance & Compliance
1 24 (12.97%) QA
2 7 (3.78%) SLA
3 5 (2.70%) Data Quality
4 3 (1.62%) ISO 8583
4 3 (1.62%) ISO20022
System Software
1 1 (0.54%) Hyper-V
Vendors
1 47 (25.41%) Oracle
2 35 (18.92%) Microsoft
3 16 (8.65%) HP
3 16 (8.65%) SAP
4 14 (7.57%) IBM
5 10 (5.41%) Teradata
6 8 (4.32%) Netezza
6 8 (4.32%) Red Hat
6 8 (4.32%) Tableau
7 5 (2.70%) Cognos
8 4 (2.16%) Informatica
8 4 (2.16%) JDA
8 4 (2.16%) WSO2
9 3 (1.62%) Google
10 2 (1.08%) CA
10 2 (1.08%) MicroStrategy
11 1 (0.54%) Cognizant
11 1 (0.54%) Hyperion
11 1 (0.54%) Talend
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive plus benefits
Posted: 11 hours ago
Bedford, Bedfordshire
SmartSourcing plc
Salary: Negotiable + benefits
Posted: Yesterday
Bedfordshire
ReThink Recruitment
Salary: £50000.00 per annum + Excellent Benefits
Posted: Yesterday
Luton
IQ Telecom
Salary: £50000 - £85000 per annum + Pension, 25 Days, Health, Bonus
Posted: Yesterday
Ipswich, Suffolk
Vantage Recruitment Solutions Ltd
Salary: Up to £50,000 per annum + benefits package!
Posted: 3 days ago
Bedford, Bedfordshire
Polar Recruitment
Salary: £40000 - £50000 per annum + + Bonus (6K) + Full Benefits
Posted: 6 days ago
Peterborough, Cambridgeshire
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + benefits
Posted: 6 days ago
Bedfordshire
Computer Futures
Salary: £40000 - £45000 per annum + competitive
Posted: 23 days ago
Cambridge
Deerfoot IT Resources Ltd
Salary: £40000 - £60000 per annum + excellent benefits
Posted: 27 days ago