The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 27 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 121 117 117
Rank change year-on-year
-4 0
Permanent jobs citing Data Modelling 21 26 43
As % of all permanent IT jobs located in Hertfordshire 1.00% 1.15% 1.59%
As % of the Processes & Methodologies category 1.33% 1.54% 2.02%
Number of salaries quoted 21 18 31
Average salary £50,000 £46,750 £52,500
Average salary % change year-on-year
+6.95% -10.95%
90% offered a salary of more than £45,000 £31,600 £42,500
10% offered a salary of more than £57,500 £70,750 £65,000
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
East of 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 Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1581 1686 2133
As % of all permanent IT jobs located in Hertfordshire 75.21% 74.34% 78.71%
Number of salaries quoted 1261 1303 1777
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London average salary £43,275 £42,500 £40,000
% change year-on-year
+1.82% +6.25%

Data Modelling
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Hertfordshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Hertfordshire

Data Modelling
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Hertfordshire region.

Data Modelling Salary Trend in Hertfordshire

Data Modelling
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Hertfordshire region over the 3 months to 27 March 2015.

Data Modelling Salary Histogram in Hertfordshire

Data Modelling
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Hertfordshire region over the 3 months to 27 March 2015. 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
Watford +7 7 £50,000 +21.21%
Letchworth - 1 £52,500 -
St Albans - 1 £54,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 27 March 2015, IT jobs across the Hertfordshire 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 57 (64.77%) Finance
2 40 (45.45%) SQL
3 35 (39.77%) Business Intelligence
4 26 (29.55%) Data Warehouse
5 22 (25.00%) SQL Server Analysis Services
6 21 (23.86%) Data Architecture
6 21 (23.86%) .NET
7 20 (22.73%) Java
7 20 (22.73%) Relational Database
7 20 (22.73%) Degree
8 19 (21.59%) SQL Server Integration Services
8 19 (21.59%) JavaScript
9 18 (20.45%) C#
9 18 (20.45%) Oracle
9 18 (20.45%) Business Analysis
9 18 (20.45%) Retail
10 17 (19.32%) SQL Server Reporting Services
11 16 (18.18%) Analytical Skills
11 16 (18.18%) CSS
12 15 (17.05%) HTML
12 15 (17.05%) Microsoft
12 15 (17.05%) Analytics
13 14 (15.91%) Banking
13 14 (15.91%) OLAP
14 12 (13.64%) Games
14 12 (13.64%) Project Management
14 12 (13.64%) UML
14 12 (13.64%) Computer Science
14 12 (13.64%) Hadoop
15 11 (12.50%) Cognos Report Studio

Data Modelling
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 27 March 2015, IT jobs across the Hertfordshire 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 (9.09%) SharePoint
2 6 (6.82%) WebLogic
2 6 (6.82%) WebSphere
3 5 (5.68%) Apache Pig
3 5 (5.68%) JBoss
3 5 (5.68%) SAS
4 1 (1.14%) iPlanet
4 1 (1.14%) IBM HTTP Server
4 1 (1.14%) Apache
4 1 (1.14%) IIS
4 1 (1.14%) WebSphere Application Server
4 1 (1.14%) Drupal
Applications
1 7 (7.95%) MS Excel
2 6 (6.82%) MS Project
3 5 (5.68%) SPSS
3 5 (5.68%) CPLEX
Business Applications
1 9 (10.23%) Cognos Business Intelligence
2 6 (6.82%) Dynamics CRM
3 1 (1.14%) Oracle EBS R12
3 1 (1.14%) Oracle EBS
3 1 (1.14%) Oracle ERP
Cloud Services
1 7 (7.95%) Google Cloud Platform
Communications & Networking
1 5 (5.68%) 3G
1 5 (5.68%) 2G
1 5 (5.68%) LTE
1 5 (5.68%) 4G
1 5 (5.68%) Radio Access Network
2 1 (1.14%) HTTP
2 1 (1.14%) SSL
Database & Business Intelligence
1 26 (29.55%) Data Warehouse
2 22 (25.00%) SQL Server Analysis Services
3 20 (22.73%) Relational Database
4 19 (21.59%) SQL Server Integration Services
5 17 (19.32%) SQL Server Reporting Services
6 14 (15.91%) OLAP
7 12 (13.64%) Hadoop
8 11 (12.50%) Cognos Report Studio
8 11 (12.50%) Cognos Framework Manager
9 10 (11.36%) Cognos Query Studio
10 9 (10.23%) Big Data
10 9 (10.23%) ActiveReports
11 8 (9.09%) Cognos Event Studio
11 8 (9.09%) NoSQL
11 8 (9.09%) Oracle Reports
12 7 (7.95%) QlikView
12 7 (7.95%) Cognos Analysis Studio
13 6 (6.82%) PerformancePoint
13 6 (6.82%) SQL Server
13 6 (6.82%) MS Access
Development Applications
1 8 (9.09%) Team Foundation Server
2 5 (5.68%) Oracle APEX
3 2 (2.27%) JUnit
4 1 (1.14%) PowerBuilder
4 1 (1.14%) Subversion
4 1 (1.14%) Maven
4 1 (1.14%) Git (software)
General
1 57 (64.77%) Finance
2 18 (20.45%) Retail
3 14 (15.91%) Banking
4 12 (13.64%) Games
5 8 (9.09%) Retail Banking
6 1 (1.14%) Back Office
Job Titles
1 46 (52.27%) Developer
2 30 (34.09%) Analyst
3 23 (26.14%) Business Intelligence Developer
4 20 (22.73%) Business Analyst
5 13 (14.77%) Developer Analyst
6 12 (13.64%) Architect
7 10 (11.36%) Cognos Developer
8 9 (10.23%) Principal Architect
8 9 (10.23%) Data Warehouse Developer
9 8 (9.09%) Systems Analyst
9 8 (9.09%) Business Intelligence Analyst
9 8 (9.09%) Cognos BI Developer
10 6 (6.82%) CRM Analyst
10 6 (6.82%) CRM Business Analyst
10 6 (6.82%) Business Developer
11 5 (5.68%) Web Developer
11 5 (5.68%) Systems Engineer
11 5 (5.68%) Business Systems Analyst
11 5 (5.68%) Oracle Developer
11 5 (5.68%) Performance Engineer
Libraries, Frameworks & Software Standards
1 21 (23.86%) .NET
2 16 (18.18%) CSS
3 15 (17.05%) HTML
4 10 (11.36%) Web Services
4 10 (11.36%) Ajax
4 10 (11.36%) ASP.NET
5 9 (10.23%) Middleware
6 8 (9.09%) MDX
7 5 (5.68%) Hibernate
7 5 (5.68%) Spring
7 5 (5.68%) XML
7 5 (5.68%) Classic ASP
7 5 (5.68%) GWT
7 5 (5.68%) jQuery
8 3 (3.41%) Spring Security
8 3 (3.41%) Highcharts JS
8 3 (3.41%) J2EE
8 3 (3.41%) JMS
8 3 (3.41%) Java EE
9 2 (2.27%) ASP.NET MVC
Miscellaneous
1 16 (18.18%) Analytical Skills
2 12 (13.64%) Computer Science
3 10 (11.36%) Visualisation
4 9 (10.23%) Data Structures
5 8 (9.09%) Physics
5 8 (9.09%) Mathematics
6 5 (5.68%) Applied Mathematics
6 5 (5.68%) Management Information System
6 5 (5.68%) Artificial Intelligence
6 5 (5.68%) Neural Network
6 5 (5.68%) Economics
6 5 (5.68%) Statistics
6 5 (5.68%) Informatics
6 5 (5.68%) Chemistry
6 5 (5.68%) Psychology
6 5 (5.68%) Digital Media
6 5 (5.68%) Algorithms
7 2 (2.27%) EPoS
7 2 (2.27%) Kindle
8 1 (1.14%) SWIFT
Operating Systems
1 11 (12.50%) UNIX
2 7 (7.95%) Linux
3 6 (6.82%) Windows
Processes & Methodologies
1 35 (39.77%) Business Intelligence
2 21 (23.86%) Data Architecture
3 18 (20.45%) Business Analysis
4 15 (17.05%) Analytics
5 12 (13.64%) Project Management
5 12 (13.64%) UML
6 11 (12.50%) User Acceptance Testing
7 10 (11.36%) Agile Software Development
7 10 (11.36%) Scrum
8 9 (10.23%) ETL
8 9 (10.23%) Zachman Framework
8 9 (10.23%) TOGAF
8 9 (10.23%) Customer Engagement
9 8 (9.09%) Information Architecture
9 8 (9.09%) Change Management
10 7 (7.95%) Service Management
10 7 (7.95%) Performance Management
10 7 (7.95%) Stakeholder Engagement
10 7 (7.95%) Line Management
11 6 (6.82%) Campaign Management
Programming Languages
1 40 (45.45%) SQL
2 20 (22.73%) Java
3 19 (21.59%) JavaScript
4 18 (20.45%) C#
5 8 (9.09%) T-SQL
6 5 (5.68%) VB
6 5 (5.68%) C++
6 5 (5.68%) MATLAB
6 5 (5.68%) VB6
6 5 (5.68%) Ruby
6 5 (5.68%) Clojure
6 5 (5.68%) R
6 5 (5.68%) Python
6 5 (5.68%) PL/SQL
7 4 (4.55%) MUMPS
8 2 (2.27%) Shell Script
9 1 (1.14%) PHP
9 1 (1.14%) VBA
Qualifications
1 20 (22.73%) Degree
2 5 (5.68%) PhD
Quality Assurance & Compliance
1 8 (9.09%) Solvency II
2 7 (7.95%) ISO 9001
System Software
1 1 (1.14%) Active Directory
1 1 (1.14%) VMware ESX
Vendors
1 18 (20.45%) Oracle
2 15 (17.05%) Microsoft
3 11 (12.50%) Cognos
3 11 (12.50%) IBM
4 7 (7.95%) Actuate
4 7 (7.95%) Google
4 7 (7.95%) Tableau
4 7 (7.95%) Business Objects
5 6 (6.82%) Sybase
6 5 (5.68%) Jaspersoft
7 1 (1.14%) Hyperion
7 1 (1.14%) Informatica
7 1 (1.14%) Red Hat
7 1 (1.14%) VMware