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 28 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Jan 2015
Same period 2014 Same period 2013
Data Modeling
Rank 86 93 123
Rank change year-on-year
+7 +30
Permanent jobs citing Data Modelling 55 30 40
As % of all permanent IT jobs located in Hertfordshire 2.74% 1.56% 1.43%
As % of the Processes & Methodologies category 3.41% 2.06% 1.84%
Number of salaries quoted 55 19 30
Average salary £50,000 £37,500 £47,500
Average salary % change year-on-year
+33.33% -21.05%
90% offered a salary of more than £40,000 £32,000 £38,400
10% offered a salary of more than £85,000 £50,000 £52,750
UK excluding London average salary £46,000 £47,500 £45,000
% change year-on-year
-3.15% +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
1615 1454 2176
As % of all permanent IT jobs located in Hertfordshire 80.39% 75.45% 77.66%
Number of salaries quoted 1244 1087 1825
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 £34,000
10% offered a salary of more than £70,000 £65,000 £65,000
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 28 January 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 28 January 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 -12 9 £45,000 +20.00% 2
Potters Bar - 7 £47,500 -
Rickmansworth - 6 £85,000 -
St Albans - 1 £54,000 - 1
Stevenage - 1 £50,000 -
Hemel Hempstead - 1 £50,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 28 January 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 54 (48.65%) Finance
2 41 (36.94%) SQL
3 36 (32.43%) Business Analysis
4 34 (30.63%) Project Management
5 33 (29.73%) Analytical Skills
6 28 (25.23%) Business Intelligence
7 26 (23.42%) UML
8 25 (22.52%) Data Warehouse
9 23 (20.72%) Java
9 23 (20.72%) JavaScript
9 23 (20.72%) .NET
9 23 (20.72%) Oracle
10 22 (19.82%) HTML
10 22 (19.82%) CSS
11 21 (18.92%) SQL Server Analysis Services
12 20 (18.02%) Data Architecture
12 20 (18.02%) Use Case
12 20 (18.02%) C#
12 20 (18.02%) Microsoft
13 18 (16.22%) Agile Software Development
13 18 (16.22%) Degree
14 17 (15.32%) Retail
15 16 (14.41%) SQL Server Reporting Services
15 16 (14.41%) Scrum
15 16 (14.41%) SQL Server Integration Services
16 15 (13.51%) Relational Database
17 14 (12.61%) Analytics
17 14 (12.61%) Banking
17 14 (12.61%) User Acceptance Testing
17 14 (12.61%) MS Excel

Data Modelling
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 28 January 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 (7.21%) SharePoint
2 5 (4.50%) SAS
2 5 (4.50%) OpenStack
2 5 (4.50%) Apache Pig
3 4 (3.60%) WebSphere
3 4 (3.60%) WebLogic
4 3 (2.70%) JBoss
5 1 (0.90%) Apache
5 1 (0.90%) IIS
5 1 (0.90%) iPlanet
5 1 (0.90%) IBM HTTP Server
5 1 (0.90%) Drupal
5 1 (0.90%) WebSphere Application Server
Applications
1 14 (12.61%) MS Excel
2 13 (11.71%) MS Project
3 5 (4.50%) SPSS
3 5 (4.50%) CPLEX
Business Applications
1 13 (11.71%) Dynamics CRM
2 7 (6.31%) Cognos Business Intelligence
Cloud Services
1 7 (6.31%) Google Cloud Platform
2 5 (4.50%) Cloud Computing
2 5 (4.50%) Microsoft Azure
2 5 (4.50%) Amazon AWS
2 5 (4.50%) SaaS
2 5 (4.50%) PaaS
2 5 (4.50%) Google Apps
2 5 (4.50%) IaaS
2 5 (4.50%) Terremark
Communications & Networking
1 5 (4.50%) 3G
1 5 (4.50%) Firewall
1 5 (4.50%) 2G
1 5 (4.50%) LTE
1 5 (4.50%) 4G
1 5 (4.50%) Radio Access Network
2 1 (0.90%) HTTP
2 1 (0.90%) SSL
Database & Business Intelligence
1 25 (22.52%) Data Warehouse
2 21 (18.92%) SQL Server Analysis Services
3 16 (14.41%) SQL Server Reporting Services
3 16 (14.41%) SQL Server Integration Services
4 15 (13.51%) Relational Database
5 13 (11.71%) OLAP
5 13 (11.71%) MS Access
6 12 (10.81%) Hadoop
7 9 (8.11%) Cognos Query Studio
7 9 (8.11%) Cognos Report Studio
7 9 (8.11%) Cognos Framework Manager
7 9 (8.11%) Big Data
8 8 (7.21%) ActiveReports
9 7 (6.31%) QlikView
9 7 (6.31%) Oracle Reports
10 6 (5.41%) PerformancePoint
10 6 (5.41%) Cognos Event Studio
10 6 (5.41%) Cognos Analysis Studio
10 6 (5.41%) NoSQL
11 5 (4.50%) OLAP Cube
Development Applications
1 11 (9.91%) Oracle APEX
2 8 (7.21%) Team Foundation Server
3 1 (0.90%) Git (software)
3 1 (0.90%) PowerBuilder
3 1 (0.90%) Subversion
3 1 (0.90%) Maven
General
1 54 (48.65%) Finance
2 17 (15.32%) Retail
3 14 (12.61%) Banking
4 12 (10.81%) Games
5 8 (7.21%) Retail Banking
6 3 (2.70%) Back Office
Job Titles
1 51 (45.95%) Analyst
2 47 (42.34%) Developer
3 38 (34.23%) Business Analyst
4 23 (20.72%) Architect
5 22 (19.82%) Business Intelligence Developer
6 17 (15.32%) Developer Analyst
7 13 (11.71%) CRM Analyst
7 13 (11.71%) CRM Business Analyst
8 10 (9.01%) Oracle Analyst
8 10 (9.01%) Oracle Developer
9 9 (8.11%) Data Warehouse Developer
9 9 (8.11%) Systems Analyst
9 9 (8.11%) Cognos Developer
9 9 (8.11%) Principal Architect
10 7 (6.31%) Business Intelligence Analyst
10 7 (6.31%) Cognos BI Developer
10 7 (6.31%) Business Systems Analyst
11 6 (5.41%) Business Developer
11 6 (5.41%) Senior Business Analyst
11 6 (5.41%) Senior Analyst
Libraries, Frameworks & Software Standards
1 23 (20.72%) .NET
2 22 (19.82%) HTML
2 22 (19.82%) CSS
3 13 (11.71%) Web Services
4 11 (9.91%) ASP.NET
5 9 (8.11%) Middleware
6 8 (7.21%) Ajax
6 8 (7.21%) MDX
7 6 (5.41%) RESTful
7 6 (5.41%) LAMP
8 5 (4.50%) XML
8 5 (4.50%) Classic ASP
8 5 (4.50%) jQuery
9 4 (3.60%) J2EE
10 3 (2.70%) JMS
10 3 (2.70%) Hibernate
10 3 (2.70%) Spring
10 3 (2.70%) Highcharts JS
10 3 (2.70%) Spring Security
10 3 (2.70%) GWT
Miscellaneous
1 33 (29.73%) Analytical Skills
2 12 (10.81%) Computer Science
3 10 (9.01%) Visualisation
4 9 (8.11%) Management Information System
4 9 (8.11%) Data Structures
5 8 (7.21%) Mathematics
5 8 (7.21%) Physics
6 5 (4.50%) Chemistry
6 5 (4.50%) Psychology
6 5 (4.50%) CMDB
6 5 (4.50%) Digital Media
6 5 (4.50%) Applied Mathematics
6 5 (4.50%) Artificial Intelligence
6 5 (4.50%) Neural Network
6 5 (4.50%) Economics
6 5 (4.50%) Statistics
6 5 (4.50%) Informatics
6 5 (4.50%) Algorithms
7 2 (1.80%) EPoS
7 2 (1.80%) Kindle
Operating Systems
1 9 (8.11%) UNIX
2 4 (3.60%) Windows
3 3 (2.70%) Linux
Processes & Methodologies
1 36 (32.43%) Business Analysis
2 34 (30.63%) Project Management
3 28 (25.23%) Business Intelligence
4 26 (23.42%) UML
5 20 (18.02%) Use Case
5 20 (18.02%) Data Architecture
6 18 (16.22%) Agile Software Development
7 16 (14.41%) Scrum
8 14 (12.61%) User Acceptance Testing
8 14 (12.61%) Analytics
9 13 (11.71%) Campaign Management
9 13 (11.71%) CRM
10 12 (10.81%) Systems Analysis
11 11 (9.91%) QMS
11 11 (9.91%) ITIL
11 11 (9.91%) Quality Management
12 10 (9.01%) Change Management
13 9 (8.11%) Zachman Framework
13 9 (8.11%) TOGAF
13 9 (8.11%) Customer Engagement
Programming Languages
1 41 (36.94%) SQL
2 23 (20.72%) Java
2 23 (20.72%) JavaScript
3 20 (18.02%) C#
4 11 (9.91%) PL/SQL
5 9 (8.11%) T-SQL
6 5 (4.50%) VB
6 5 (4.50%) Python
6 5 (4.50%) C++
6 5 (4.50%) MATLAB
6 5 (4.50%) VB6
6 5 (4.50%) Ruby
6 5 (4.50%) Clojure
6 5 (4.50%) R
7 4 (3.60%) MUMPS
8 1 (0.90%) PHP
Qualifications
1 18 (16.22%) Degree
2 6 (5.41%) SC Cleared
2 6 (5.41%) Security Cleared
2 6 (5.41%) ISEB
3 5 (4.50%) PhD
Quality Assurance & Compliance
1 13 (11.71%) ISO 9001
2 8 (7.21%) Solvency II
System Software
1 6 (5.41%) Active Directory
2 1 (0.90%) VMware ESX
Systems Management
1 5 (4.50%) Puppet
1 5 (4.50%) Opscode Chef
Vendors
1 23 (20.72%) Oracle
2 20 (18.02%) Microsoft
3 13 (11.71%) Business Objects
4 12 (10.81%) Google
5 10 (9.01%) IBM
6 9 (8.11%) Cognos
7 7 (6.31%) Actuate
7 7 (6.31%) Tableau
8 5 (4.50%) Rackspace
9 2 (1.80%) Guidewire
9 2 (1.80%) Sybase
10 1 (0.90%) Red Hat
10 1 (0.90%) VMware
10 1 (0.90%) Jaspersoft
Hertfordshire
Harnham
Salary: £50000 - £60000 per annum + exclusive benefits
Posted: Yesterday
St. Albans, Hertfordshire
Ashdown IT
Salary: £50000 - £58000 per annum + bonus + benefits
Posted: 5 days ago
Watford
Hays IT - Uk Posting account
Salary: £45000.00 - £55000.00 per annum
Posted: 6 days ago
Hertfordshire
Real Staffing
Salary: £45000 - £50000 per annum + market leading package
Posted: 11 days ago