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

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Modelling
Rank 151 170 166
Rank change year-on-year
+19 -4
Permanent jobs citing Data Modelling 87 94 110
As % of all permanent IT jobs located in the East of England 1.41% 1.30% 1.44%
As % of the Processes & Methodologies category 1.63% 1.53% 1.73%
Number of salaries quoted 59 77 103
Median salary £45,250 £44,000 £45,000
Median salary % change year-on-year
+2.84% -2.22%
90% offered a salary of more than £37,500 £35,000 £35,600
10% offered a salary of more than £60,000 £62,500 £82,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
5353 6143 6361
As % of all permanent IT jobs located in the East of England 86.69% 85.02% 83.05%
Number of salaries quoted 4426 5186 5093
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,500 £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 1 October 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 1 October 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
Cambridgeshire +22 27 £53,000 +49.29% 3
Hertfordshire +19 26 £55,000 +34.14% 8
Essex -2 15 £45,000 -12.19% 2
Norfolk 0 10 £45,000 -3.22%
Bedfordshire +3 9 £40,000 -11.11% 1
Suffolk -3 8 £34,000 -20.00%
Data Modelling
England

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

For the 6 months to 1 October 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.

1 102 (51.78%) SQL
2 90 (45.69%) Business Intelligence
3 71 (36.04%) SQL Server
4 70 (35.53%) Data Warehouse
5 68 (34.52%) Oracle
6 62 (31.47%) ETL
7 58 (29.44%) SQL Server Integration Services
8 49 (24.87%) Finance
9 48 (24.37%) Microsoft
10 45 (22.84%) Analytical Skills
11 43 (21.83%) Analytics
12 41 (20.81%) Management Information System
13 40 (20.30%) SQL Server Analysis Services
14 39 (19.80%) T-SQL
15 38 (19.29%) SQL Server Reporting Services
16 36 (18.27%) Agile Software Development
17 35 (17.77%) Performance Tuning
18 34 (17.26%) Web Services
19 32 (16.24%) Team Foundation Server
19 32 (16.24%) Degree
20 31 (15.74%) .NET
20 31 (15.74%) ETL Development
21 30 (15.23%) C#
21 30 (15.23%) CRM
22 28 (14.21%) MS Excel
22 28 (14.21%) IBM
22 28 (14.21%) Database Tuning
23 27 (13.71%) Computer Science
23 27 (13.71%) Data Analysis
23 27 (13.71%) JavaScript

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 8 (4.06%) SAS
1 8 (4.06%) WebLogic
2 5 (2.54%) SharePoint
3 4 (2.03%) Apache ServiceMix
4 1 (0.51%) BizTalk Server
4 1 (0.51%) CMS
4 1 (0.51%) IIS
4 1 (0.51%) SharePoint 2010
4 1 (0.51%) SharePoint 2013
4 1 (0.51%) Sonic ESB
Applications
1 28 (14.21%) MS Excel
2 4 (2.03%) MS Office
2 4 (2.03%) MS PowerPoint
3 1 (0.51%) SPSS
Business Applications
1 18 (9.14%) SAP BPC
2 15 (7.61%) Dynamics CRM
3 8 (4.06%) FastStats
4 4 (2.03%) HFM
5 2 (1.02%) Cognos TM1
6 1 (0.51%) Dynamics AX
6 1 (0.51%) Remedy ITSM
6 1 (0.51%) ResourceLink
6 1 (0.51%) SAP MDM
Cloud Services
1 12 (6.09%) Google Analytics
2 3 (1.52%) Microsoft Azure
3 1 (0.51%) Amazon AWS
Communications & Networking
1 10 (5.08%) DNS
1 10 (5.08%) Firewall
2 4 (2.03%) LDAP
3 1 (0.51%) HTTP
3 1 (0.51%) Wi-Fi
Database & Business Intelligence
1 71 (36.04%) SQL Server
2 70 (35.53%) Data Warehouse
3 58 (29.44%) SQL Server Integration Services
4 40 (20.30%) SQL Server Analysis Services
5 38 (19.29%) SQL Server Reporting Services
6 26 (13.20%) SQL Server 2008
7 25 (12.69%) Power BI
8 24 (12.18%) SQL Server 2012
9 21 (10.66%) Enterprise Data Warehouse
10 18 (9.14%) QlikView
10 18 (9.14%) SAP BW
11 17 (8.63%) MS Access
11 17 (8.63%) SAP Data Services
12 15 (7.61%) NoSQL
13 13 (6.60%) BusinessObjects
13 13 (6.60%) Hadoop
14 12 (6.09%) Big Data
14 12 (6.09%) MySQL
15 11 (5.58%) Crystal Reports
16 10 (5.08%) Oracle Database
Development Applications
1 32 (16.24%) Team Foundation Server
2 10 (5.08%) Cucumber
3 9 (4.57%) Selenium
4 6 (3.05%) HP UFT
5 5 (2.54%) ERwin
6 4 (2.03%) Jenkins
6 4 (2.03%) JUnit
6 4 (2.03%) Maven
7 2 (1.02%) JIRA
7 2 (1.02%) SQL Server Management Studio (SSMS)
8 1 (0.51%) Oracle APEX
8 1 (0.51%) Talend Open Studio
General
1 49 (24.87%) Finance
2 15 (7.61%) Marketing
2 15 (7.61%) Retail
3 4 (2.03%) Games
4 3 (1.52%) Automotive
5 2 (1.02%) Telecoms
6 1 (0.51%) Pharmaceutical
Job Titles
1 83 (42.13%) Developer
2 41 (20.81%) Architect
3 40 (20.30%) Analyst
4 30 (15.23%) Data Architect
5 25 (12.69%) CRM Developer
6 24 (12.18%) Business Intelligence Developer
6 24 (12.18%) Microsoft Developer
6 24 (12.18%) Oracle Developer
7 17 (8.63%) Microsoft BI Developer
8 16 (8.12%) Database Developer
9 14 (7.11%) Data Analyst
10 13 (6.60%) Cloud Developer
11 11 (5.58%) Data Warehouse Architect
12 9 (4.57%) QlikView Analyst
12 9 (4.57%) SQL Developer
13 8 (4.06%) Analytics Manager
13 8 (4.06%) Business Intelligence Analyst
13 8 (4.06%) Dynamics CRM Developer
13 8 (4.06%) E-Commerce Manager
13 8 (4.06%) Insight Manager
Libraries, Frameworks & Software Standards
1 34 (17.26%) Web Services
2 31 (15.74%) .NET
3 23 (11.68%) REST
4 21 (10.66%) SOAP
5 20 (10.15%) MDX
6 16 (8.12%) CSS
7 15 (7.61%) XML
8 6 (3.05%) JSON
9 5 (2.54%) .NET Framework
9 5 (2.54%) WCF
10 4 (2.03%) Apache Camel
10 4 (2.03%) HTML
10 4 (2.03%) jQuery
10 4 (2.03%) RESTful
10 4 (2.03%) Spring
11 3 (1.52%) ASP.NET Web API
11 3 (1.52%) CSS3
11 3 (1.52%) HTML5
11 3 (1.52%) HTML5 Boilerplate
11 3 (1.52%) Lambda Expressions
Miscellaneous
1 45 (22.84%) Analytical Skills
2 41 (20.81%) Management Information System
3 27 (13.71%) Computer Science
4 21 (10.66%) Data Integration
5 18 (9.14%) Virtual Team
6 15 (7.61%) Enterprise Software
7 8 (4.06%) Visualisation
8 6 (3.05%) Data Structures
9 5 (2.54%) Algorithms
10 4 (2.03%) Biology
10 4 (2.03%) Data Centre
10 4 (2.03%) Mobile App
10 4 (2.03%) Social Media
11 3 (1.52%) Data Protection Act
11 3 (1.52%) Replication
12 2 (1.02%) iPad
13 1 (0.51%) CMDB
13 1 (0.51%) e-Learning
13 1 (0.51%) Tandem
13 1 (0.51%) Taxonomies
Operating Systems
1 11 (5.58%) Unix
2 10 (5.08%) Linux
3 4 (2.03%) Red Hat Enterprise Linux
4 3 (1.52%) Windows
5 1 (0.51%) AIX
Processes & Methodologies
1 90 (45.69%) Business Intelligence
2 62 (31.47%) ETL
3 43 (21.83%) Analytics
4 36 (18.27%) Agile Software Development
5 35 (17.77%) Performance Tuning
6 31 (15.74%) ETL Development
7 30 (15.23%) CRM
8 28 (14.21%) Database Tuning
9 27 (13.71%) Data Analysis
10 26 (13.20%) Data Architecture
11 24 (12.18%) SDLC
12 23 (11.68%) Data Management
12 23 (11.68%) Time Management
13 22 (11.17%) Data Governance
13 22 (11.17%) OO
14 20 (10.15%) Unit Testing
15 19 (9.64%) Physical Data Model
16 16 (8.12%) Software Engineering
17 15 (7.61%) Data Analytics
18 14 (7.11%) ITIL
Programming Languages
1 102 (51.78%) SQL
2 39 (19.80%) T-SQL
3 30 (15.23%) C#
4 27 (13.71%) JavaScript
5 26 (13.20%) PL/SQL
6 21 (10.66%) VBA
7 19 (9.64%) Java
8 17 (8.63%) PowerShell
9 13 (6.60%) PHP
10 9 (4.57%) Python
11 5 (2.54%) Ruby
12 4 (2.03%) Bash Shell
12 4 (2.03%) C
12 4 (2.03%) Perl
12 4 (2.03%) R
12 4 (2.03%) VB
13 3 (1.52%) VB.NET
14 1 (0.51%) Shell Script
Qualifications
1 32 (16.24%) Degree
2 4 (2.03%) ACCA
2 4 (2.03%) CIMA
3 3 (1.52%) IIBA
4 2 (1.02%) ISEB
4 2 (1.02%) Postgraduate
Quality Assurance & Compliance
1 17 (8.63%) Data Quality
2 11 (5.58%) SLA
3 9 (4.57%) QA
4 1 (0.51%) SNOMED CT
Vendors
1 68 (34.52%) Oracle
2 48 (24.37%) Microsoft
3 28 (14.21%) IBM
4 25 (12.69%) Cognos
4 25 (12.69%) SAP
5 16 (8.12%) Tableau
6 12 (6.09%) Google
7 8 (4.06%) Red Hat
8 7 (3.55%) Netezza
8 7 (3.55%) Teradata
9 6 (3.05%) HP
10 4 (2.03%) Facebook
10 4 (2.03%) Hyperion
10 4 (2.03%) Tealeaf
10 4 (2.03%) Twitter
11 2 (1.02%) Sybase
12 1 (0.51%) Informatica
12 1 (0.51%) MicroStrategy
12 1 (0.51%) Pegasus
12 1 (0.51%) Trillium
Hertfordshire
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: Yesterday
Colchester, Essex
Tec Partners
Salary: £40000.00 per annum
Posted: 3 days ago
Cambridge
Montash Limited
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Montash
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 2 days ago
Watford, Hertfordshire
SPS Resourcing
Salary: From £35,000 to £42,000 per annum Excellent Bonus & Benefits Package
Posted: 2 days ago
Cambridge, Cambridgeshire
DCV Technologies
Salary: From £40,000 to £54,000 per annum Excellent benefits packages - 35 Hou
Posted: Yesterday
Hemel Hempstead, Hertfordshire
Networking People
Salary: £75000 - £85000 per annum + Ex Bens
Posted: 4 days ago
Bedfordshire
Hays Specialist Recruitment Ltd
Salary: Competitive
Posted: 8 days ago
Hertfordshire
McGregor Boyall
Salary: £40000 - £50000 per annum
Posted: 5 days ago
Hertfordshire
Ping IT Recruitment ltd
Salary: £56,000 per annum
Posted: 4 days ago
Watford, Hertfordshire
Dupen Recruitment Services
Salary: £60000 - £650000 per annum
Posted: 5 days ago
Harlow
Venturi
Salary: £50000 - £60000.00 per annum + bonus+full bens
Posted: 23 days ago
Hemel Hempstead
Epson Europe BV
Salary: Competitive Salary plus benefits
Posted: 12 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 17 days ago