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 24 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 126 122 111
Rank change year-on-year
-4 -11
Permanent jobs citing Data Modelling 25 25 36
As % of all permanent IT jobs located in Hertfordshire 1.11% 1.00% 1.36%
As % of the Processes & Methodologies category 1.51% 1.34% 1.72%
Number of salaries quoted 24 20 24
Average salary £50,000 £47,500 £55,000
Average salary % change year-on-year
+5.26% -13.63%
90% offered a salary of more than £48,500 £34,450 £42,500
10% offered a salary of more than £59,250 £72,500 £73,750
UK excluding London average salary £46,500 £45,000 £45,000
% change year-on-year
+3.33% -
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
1659 1868 2094
As % of all permanent IT jobs located in Hertfordshire 73.67% 74.90% 79.23%
Number of salaries quoted 1326 1464 1736
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 £32,000 £32,500
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 24 April 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 24 April 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 +18 15 £50,000 +11.11%
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 24 April 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 60 (73.17%) Finance
2 43 (52.44%) SQL
3 39 (47.56%) Business Intelligence
4 28 (34.15%) Relational Database
5 27 (32.93%) Java
6 26 (31.71%) .NET
6 26 (31.71%) SQL Server Integration Services
7 23 (28.05%) Data Warehouse
8 22 (26.83%) JavaScript
9 17 (20.73%) Degree
9 17 (20.73%) SQL Server Analysis Services
9 17 (20.73%) Data Architecture
9 17 (20.73%) Retail
10 16 (19.51%) SQL Server Reporting Services
10 16 (19.51%) Oracle
10 16 (19.51%) NoSQL
11 15 (18.29%) C#
12 14 (17.07%) SQL Server
12 14 (17.07%) Business Analysis
13 13 (15.85%) SQL Server 2008
13 13 (15.85%) Jaspersoft
13 13 (15.85%) Sybase
14 12 (14.63%) Web Services
14 12 (14.63%) UML
14 12 (14.63%) Banking
14 12 (14.63%) Analytics
14 12 (14.63%) Analytical Skills
15 11 (13.41%) Hadoop
15 11 (13.41%) User Acceptance Testing
15 11 (13.41%) Ajax

Data Modelling
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 24 April 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 (9.76%) SharePoint
2 6 (7.32%) WebLogic
2 6 (7.32%) JBoss
2 6 (7.32%) WebSphere
3 5 (6.10%) Apache Pig
3 5 (6.10%) SAS
4 1 (1.22%) Drupal
Applications
1 5 (6.10%) MS Excel
1 5 (6.10%) SPSS
1 5 (6.10%) CPLEX
2 4 (4.88%) MS Project
Business Applications
1 8 (9.76%) Cognos Business Intelligence
2 4 (4.88%) Dynamics CRM
3 1 (1.22%) Oracle EBS R12
3 1 (1.22%) Oracle EBS
3 1 (1.22%) Oracle ERP
Cloud Services
1 6 (7.32%) Google Cloud Platform
Communications & Networking
1 5 (6.10%) 3G
1 5 (6.10%) 2G
1 5 (6.10%) LTE
1 5 (6.10%) 4G
1 5 (6.10%) Radio Access Network
Database & Business Intelligence
1 28 (34.15%) Relational Database
2 26 (31.71%) SQL Server Integration Services
3 23 (28.05%) Data Warehouse
4 17 (20.73%) SQL Server Analysis Services
5 16 (19.51%) SQL Server Reporting Services
5 16 (19.51%) NoSQL
6 14 (17.07%) SQL Server
7 13 (15.85%) SQL Server 2008
8 11 (13.41%) Hadoop
9 10 (12.20%) MongoDB
9 10 (12.20%) OLAP
9 10 (12.20%) Sybase ASE
10 9 (10.98%) Big Data
10 9 (10.98%) Cognos Report Studio
10 9 (10.98%) Cognos Framework Manager
11 8 (9.76%) Cognos Event Studio
11 8 (9.76%) Cognos Query Studio
11 8 (9.76%) ActiveReports
11 8 (9.76%) Oracle Reports
12 7 (8.54%) Cognos Analysis Studio
Development Applications
1 8 (9.76%) Team Foundation Server
2 3 (3.66%) JUnit
2 3 (3.66%) Oracle APEX
3 1 (1.22%) Git (software)
3 1 (1.22%) Subversion
3 1 (1.22%) Maven
General
1 60 (73.17%) Finance
2 17 (20.73%) Retail
3 12 (14.63%) Banking
4 11 (13.41%) Games
5 8 (9.76%) Retail Banking
Job Titles
1 47 (57.32%) Developer
2 26 (31.71%) Analyst
3 21 (25.61%) Business Intelligence Developer
4 17 (20.73%) Business Analyst
5 12 (14.63%) Developer Analyst
6 10 (12.20%) Architect
7 9 (10.98%) Systems Analyst
8 8 (9.76%) Business Intelligence Analyst
8 8 (9.76%) Data Warehouse Developer
8 8 (9.76%) SQL Developer
8 8 (9.76%) Cognos Developer
9 7 (8.54%) Cognos BI Developer
9 7 (8.54%) Principal Architect
10 6 (7.32%) Business Developer
11 5 (6.10%) Systems Engineer
11 5 (6.10%) Business Systems Analyst
11 5 (6.10%) Database Developer
11 5 (6.10%) Performance Engineer
11 5 (6.10%) Software Developer
11 5 (6.10%) Development Engineer
Libraries, Frameworks & Software Standards
1 26 (31.71%) .NET
2 12 (14.63%) Web Services
3 11 (13.41%) Ajax
4 10 (12.20%) CSS
4 10 (12.20%) HTML
5 8 (9.76%) MDX
6 7 (8.54%) Middleware
6 7 (8.54%) XML
6 7 (8.54%) ASP.NET
7 6 (7.32%) GWT
7 6 (7.32%) jQuery
7 6 (7.32%) Hibernate
7 6 (7.32%) Spring
8 5 (6.10%) Classic ASP
9 4 (4.88%) Java EE
10 3 (3.66%) J2EE
10 3 (3.66%) JMS
10 3 (3.66%) Spring Security
11 2 (2.44%) Backbone.js
11 2 (2.44%) AngularJS
Miscellaneous
1 12 (14.63%) Analytical Skills
2 9 (10.98%) Computer Science
3 7 (8.54%) Data Structures
4 6 (7.32%) Visualisation
4 6 (7.32%) Physics
4 6 (7.32%) Mathematics
5 5 (6.10%) Applied Mathematics
5 5 (6.10%) Artificial Intelligence
5 5 (6.10%) Neural Network
5 5 (6.10%) Economics
5 5 (6.10%) Statistics
5 5 (6.10%) Informatics
5 5 (6.10%) Chemistry
5 5 (6.10%) Psychology
5 5 (6.10%) Digital Media
5 5 (6.10%) Algorithms
6 4 (4.88%) Management Information System
7 1 (1.22%) EPoS
7 1 (1.22%) Data Conversion
7 1 (1.22%) Data Integration
Operating Systems
1 11 (13.41%) UNIX
2 7 (8.54%) Linux
3 6 (7.32%) Windows
Processes & Methodologies
1 39 (47.56%) Business Intelligence
2 17 (20.73%) Data Architecture
3 14 (17.07%) Business Analysis
4 12 (14.63%) UML
4 12 (14.63%) Analytics
5 11 (13.41%) User Acceptance Testing
6 9 (10.98%) Project Management
7 8 (9.76%) ETL
8 7 (8.54%) Service Management
8 7 (8.54%) Zachman Framework
8 7 (8.54%) TOGAF
8 7 (8.54%) Change Management
8 7 (8.54%) Scrum
8 7 (8.54%) Agile Software Development
8 7 (8.54%) Customer Engagement
8 7 (8.54%) Information Architecture
9 6 (7.32%) Performance Management
9 6 (7.32%) Stakeholder Engagement
9 6 (7.32%) Line Management
9 6 (7.32%) TDD
Programming Languages
1 43 (52.44%) SQL
2 27 (32.93%) Java
3 22 (26.83%) JavaScript
4 15 (18.29%) C#
5 9 (10.98%) T-SQL
6 5 (6.10%) VB
6 5 (6.10%) C++
6 5 (6.10%) MATLAB
6 5 (6.10%) VB6
6 5 (6.10%) Ruby
6 5 (6.10%) Clojure
6 5 (6.10%) R
6 5 (6.10%) Python
7 4 (4.88%) PL/SQL
8 3 (3.66%) MUMPS
8 3 (3.66%) Shell Script
9 1 (1.22%) PHP
9 1 (1.22%) VB.NET
9 1 (1.22%) VBA
Qualifications
1 17 (20.73%) Degree
2 5 (6.10%) PhD
Quality Assurance & Compliance
1 8 (9.76%) Solvency II
2 3 (3.66%) ISO 9001
Vendors
1 16 (19.51%) Oracle
2 13 (15.85%) Sybase
2 13 (15.85%) Jaspersoft
3 10 (12.20%) Microsoft
4 9 (10.98%) Cognos
5 8 (9.76%) IBM
6 6 (7.32%) Actuate
6 6 (7.32%) Google
6 6 (7.32%) Tableau
7 5 (6.10%) Business Objects
8 1 (1.22%) Hyperion
8 1 (1.22%) Informatica