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 3 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 117 104 124
Rank change year-on-year
-13 +20
Permanent jobs citing Data Modelling 31 32 36
As % of all permanent IT jobs located in Hertfordshire 1.50% 1.51% 1.34%
As % of the Processes & Methodologies category 1.93% 2.00% 1.71%
Number of salaries quoted 31 22 30
Average salary £47,500 £36,500 £52,500
Average salary % change year-on-year
+30.13% -30.47%
90% offered a salary of more than £40,000 £30,250 £42,100
10% offered a salary of more than £60,000 £50,000 £60,000
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
1605 1604 2110
As % of all permanent IT jobs located in Hertfordshire 77.72% 75.70% 78.38%
Number of salaries quoted 1252 1210 1775
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 £42,500 £42,500 £40,000
% change year-on-year
- +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 3 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 3 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 -4 6 £43,000 +14.66%
Rickmansworth - 3 £85,000 -
Potters Bar - 2 £47,500 -
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 3 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 59 (56.73%) Finance
2 43 (41.35%) SQL
3 31 (29.81%) Business Intelligence
3 31 (29.81%) Business Analysis
4 28 (26.92%) Analytical Skills
5 25 (24.04%) Data Warehouse
6 24 (23.08%) Oracle
7 23 (22.12%) JavaScript
7 23 (22.12%) Project Management
8 22 (21.15%) SQL Server Analysis Services
8 22 (21.15%) HTML
8 22 (21.15%) Java
8 22 (21.15%) CSS
9 21 (20.19%) Data Architecture
10 20 (19.23%) UML
10 20 (19.23%) .NET
11 19 (18.27%) C#
11 19 (18.27%) Degree
12 18 (17.31%) Relational Database
13 17 (16.35%) SQL Server Integration Services
13 17 (16.35%) Retail
13 17 (16.35%) SQL Server Reporting Services
13 17 (16.35%) Microsoft
14 15 (14.42%) Agile Software Development
14 15 (14.42%) Analytics
15 14 (13.46%) Banking
15 14 (13.46%) OLAP
16 13 (12.50%) Business Objects
16 13 (12.50%) ISO 9001
16 13 (12.50%) Scrum

Data Modelling
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 3 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 (7.69%) SharePoint
2 6 (5.77%) WebLogic
2 6 (5.77%) WebSphere
3 5 (4.81%) Apache Pig
3 5 (4.81%) JBoss
3 5 (4.81%) SAS
4 2 (1.92%) OpenStack
5 1 (0.96%) WebSphere Application Server
5 1 (0.96%) Drupal
5 1 (0.96%) iPlanet
5 1 (0.96%) IBM HTTP Server
5 1 (0.96%) Apache
5 1 (0.96%) IIS
Applications
1 11 (10.58%) MS Excel
2 10 (9.62%) MS Project
3 5 (4.81%) SPSS
3 5 (4.81%) CPLEX
Business Applications
1 10 (9.62%) Dynamics CRM
2 8 (7.69%) Cognos Business Intelligence
3 1 (0.96%) Oracle EBS R12
3 1 (0.96%) Oracle EBS
3 1 (0.96%) Oracle ERP
Cloud Services
1 7 (6.73%) Google Cloud Platform
2 2 (1.92%) Cloud Computing
2 2 (1.92%) Microsoft Azure
2 2 (1.92%) Amazon AWS
2 2 (1.92%) SaaS
2 2 (1.92%) PaaS
2 2 (1.92%) Google Apps
2 2 (1.92%) IaaS
2 2 (1.92%) Terremark
Communications & Networking
1 5 (4.81%) 3G
1 5 (4.81%) 2G
1 5 (4.81%) LTE
1 5 (4.81%) 4G
1 5 (4.81%) Radio Access Network
2 2 (1.92%) Firewall
3 1 (0.96%) HTTP
3 1 (0.96%) SSL
Database & Business Intelligence
1 25 (24.04%) Data Warehouse
2 22 (21.15%) SQL Server Analysis Services
3 18 (17.31%) Relational Database
4 17 (16.35%) SQL Server Reporting Services
4 17 (16.35%) SQL Server Integration Services
5 14 (13.46%) OLAP
6 12 (11.54%) Hadoop
7 10 (9.62%) Cognos Query Studio
7 10 (9.62%) Cognos Report Studio
7 10 (9.62%) Cognos Framework Manager
7 10 (9.62%) MS Access
8 9 (8.65%) ActiveReports
8 9 (8.65%) Big Data
9 8 (7.69%) Oracle Reports
10 7 (6.73%) QlikView
10 7 (6.73%) Cognos Analysis Studio
10 7 (6.73%) Cognos Event Studio
11 6 (5.77%) NoSQL
11 6 (5.77%) PerformancePoint
12 5 (4.81%) OLAP Cube
Development Applications
1 11 (10.58%) Oracle APEX
2 8 (7.69%) Team Foundation Server
3 2 (1.92%) JUnit
4 1 (0.96%) PowerBuilder
4 1 (0.96%) Subversion
4 1 (0.96%) Maven
4 1 (0.96%) Git (software)
General
1 59 (56.73%) Finance
2 17 (16.35%) Retail
3 14 (13.46%) Banking
4 12 (11.54%) Games
5 8 (7.69%) Retail Banking
6 3 (2.88%) Back Office
Job Titles
1 51 (49.04%) Developer
2 45 (43.27%) Analyst
3 30 (28.85%) Business Analyst
4 23 (22.12%) Business Intelligence Developer
5 19 (18.27%) Developer Analyst
6 17 (16.35%) Architect
7 10 (9.62%) Oracle Developer
7 10 (9.62%) Oracle Analyst
7 10 (9.62%) Cognos Developer
7 10 (9.62%) CRM Business Analyst
7 10 (9.62%) CRM Analyst
8 9 (8.65%) Principal Architect
8 9 (8.65%) Data Warehouse Developer
8 9 (8.65%) Systems Analyst
9 8 (7.69%) Cognos BI Developer
10 7 (6.73%) Business Intelligence Analyst
11 6 (5.77%) Business Developer
12 5 (4.81%) Systems Engineer
12 5 (4.81%) Web Developer
12 5 (4.81%) Business Systems Analyst
Libraries, Frameworks & Software Standards
1 22 (21.15%) HTML
1 22 (21.15%) CSS
2 20 (19.23%) .NET
3 12 (11.54%) Web Services
4 10 (9.62%) ASP.NET
4 10 (9.62%) Ajax
5 9 (8.65%) Middleware
6 8 (7.69%) MDX
7 7 (6.73%) XML
8 5 (4.81%) Classic ASP
8 5 (4.81%) Hibernate
8 5 (4.81%) Spring
8 5 (4.81%) GWT
8 5 (4.81%) jQuery
9 4 (3.85%) J2EE
10 3 (2.88%) JMS
10 3 (2.88%) LAMP
10 3 (2.88%) Java EE
10 3 (2.88%) RESTful
10 3 (2.88%) Highcharts JS
Miscellaneous
1 28 (26.92%) Analytical Skills
2 12 (11.54%) Computer Science
3 10 (9.62%) Visualisation
4 9 (8.65%) Data Structures
5 8 (7.69%) Physics
5 8 (7.69%) Mathematics
6 7 (6.73%) Management Information System
7 5 (4.81%) Applied Mathematics
7 5 (4.81%) Artificial Intelligence
7 5 (4.81%) Neural Network
7 5 (4.81%) Economics
7 5 (4.81%) Statistics
7 5 (4.81%) Informatics
7 5 (4.81%) Chemistry
7 5 (4.81%) Psychology
7 5 (4.81%) Algorithms
7 5 (4.81%) Digital Media
8 2 (1.92%) EPoS
8 2 (1.92%) Kindle
8 2 (1.92%) CMDB
Operating Systems
1 11 (10.58%) UNIX
2 6 (5.77%) Windows
2 6 (5.77%) Linux
Processes & Methodologies
1 31 (29.81%) Business Intelligence
1 31 (29.81%) Business Analysis
2 23 (22.12%) Project Management
3 21 (20.19%) Data Architecture
4 20 (19.23%) UML
5 15 (14.42%) Agile Software Development
5 15 (14.42%) Analytics
6 13 (12.50%) Scrum
7 12 (11.54%) Systems Analysis
7 12 (11.54%) Use Case
7 12 (11.54%) User Acceptance Testing
8 11 (10.58%) QMS
8 11 (10.58%) Quality Management
8 11 (10.58%) ITIL
9 10 (9.62%) CRM
9 10 (9.62%) Campaign Management
10 9 (8.65%) Customer Engagement
10 9 (8.65%) Change Management
10 9 (8.65%) Zachman Framework
10 9 (8.65%) TOGAF
Programming Languages
1 43 (41.35%) SQL
2 23 (22.12%) JavaScript
3 22 (21.15%) Java
4 19 (18.27%) C#
5 11 (10.58%) PL/SQL
6 8 (7.69%) T-SQL
7 5 (4.81%) VB
7 5 (4.81%) Python
7 5 (4.81%) C++
7 5 (4.81%) MATLAB
7 5 (4.81%) VB6
7 5 (4.81%) Ruby
7 5 (4.81%) Clojure
7 5 (4.81%) R
8 4 (3.85%) MUMPS
9 2 (1.92%) Shell Script
10 1 (0.96%) PHP
Qualifications
1 19 (18.27%) Degree
2 5 (4.81%) PhD
3 3 (2.88%) ISEB
3 3 (2.88%) SC Cleared
3 3 (2.88%) Security Cleared
4 1 (0.96%) VCP4
Quality Assurance & Compliance
1 13 (12.50%) ISO 9001
2 8 (7.69%) Solvency II
System Software
1 3 (2.88%) Active Directory
2 1 (0.96%) VMware ESX
Systems Management
1 2 (1.92%) Puppet
1 2 (1.92%) Opscode Chef
Vendors
1 24 (23.08%) Oracle
2 17 (16.35%) Microsoft
3 13 (12.50%) Business Objects
4 11 (10.58%) IBM
5 10 (9.62%) Cognos
6 9 (8.65%) Google
7 7 (6.73%) Tableau
7 7 (6.73%) Actuate
8 3 (2.88%) Sybase
9 2 (1.92%) Rackspace
9 2 (1.92%) Jaspersoft
9 2 (1.92%) Guidewire
10 1 (0.96%) Hyperion
10 1 (0.96%) Informatica
10 1 (0.96%) Red Hat
10 1 (0.96%) VMware