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 18 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
18 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 84 109 122
Rank change year-on-year
+25 +13
Permanent jobs citing Data Modelling 68 22 48
As % of all permanent IT jobs located in Hertfordshire 2.88% 1.18% 1.57%
As % of the Processes & Methodologies category 3.70% 1.57% 2.03%
Number of salaries quoted 66 16 37
Average salary £47,500 £40,000 £50,000
Average salary % change year-on-year
+18.75% -20.00%
90% offered a salary of more than £40,000 £34,400 £37,500
10% offered a salary of more than £83,750 £46,800 £60,000
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +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
1837 1399 2361
As % of all permanent IT jobs located in Hertfordshire 77.71% 74.77% 77.11%
Number of salaries quoted 1456 1069 2000
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 £61,000 £67,500
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 18 December 2014.

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 18 December 2014. 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 -16 15 £45,000 +23.28% 1
Potters Bar - 8 £47,500 -
Rickmansworth - 6 £85,000 -
Hoddesdon - 2 £45,500 -
Stevenage +9 1 £50,000 +8.69%
Hemel Hempstead -13 1 £50,000 +8.69%
Borehamwood - 1 £40,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 18 December 2014, 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 44 (40.74%) Finance
2 40 (37.04%) Project Management
3 39 (36.11%) Business Analysis
4 35 (32.41%) SQL
5 33 (30.56%) Analytical Skills
6 29 (26.85%) UML
7 22 (20.37%) .NET
7 22 (20.37%) Business Intelligence
7 22 (20.37%) Use Case
8 21 (19.44%) Agile Software Development
8 21 (19.44%) Oracle
8 21 (19.44%) C#
8 21 (19.44%) Java
8 21 (19.44%) JavaScript
9 20 (18.52%) HTML
9 20 (18.52%) CSS
9 20 (18.52%) Data Warehouse
10 18 (16.67%) MS Excel
10 18 (16.67%) Microsoft
10 18 (16.67%) Scrum
10 18 (16.67%) Data Architecture
11 17 (15.74%) SQL Server Analysis Services
12 16 (14.81%) Dynamics CRM
12 16 (14.81%) Campaign Management
12 16 (14.81%) MS Access
12 16 (14.81%) CRM
12 16 (14.81%) MS Project
13 15 (13.89%) Banking
13 15 (13.89%) Retail
14 13 (12.04%) Web Services

Data Modelling
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 18 December 2014, 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 (7.41%) SharePoint
2 5 (4.63%) OpenStack
3 4 (3.70%) WebSphere
3 4 (3.70%) WebLogic
4 3 (2.78%) JBoss
4 3 (2.78%) SAS
4 3 (2.78%) Apache Pig
5 1 (0.93%) Drupal
5 1 (0.93%) WebSphere Application Server
5 1 (0.93%) iPlanet
5 1 (0.93%) IBM HTTP Server
5 1 (0.93%) Apache
5 1 (0.93%) IIS
Applications
1 18 (16.67%) MS Excel
2 16 (14.81%) MS Project
3 3 (2.78%) SPSS
3 3 (2.78%) CPLEX
Business Applications
1 16 (14.81%) Dynamics CRM
2 3 (2.78%) Cognos Business Intelligence
Cloud Services
1 6 (5.56%) Google Cloud Platform
2 5 (4.63%) Cloud Computing
2 5 (4.63%) Microsoft Azure
2 5 (4.63%) Amazon AWS
2 5 (4.63%) SaaS
2 5 (4.63%) PaaS
2 5 (4.63%) Google Apps
2 5 (4.63%) IaaS
2 5 (4.63%) Terremark
Communications & Networking
1 5 (4.63%) 3G
1 5 (4.63%) Firewall
1 5 (4.63%) 2G
1 5 (4.63%) LTE
1 5 (4.63%) 4G
1 5 (4.63%) Radio Access Network
2 1 (0.93%) HTTP
2 1 (0.93%) SSL
Database & Business Intelligence
1 20 (18.52%) Data Warehouse
2 17 (15.74%) SQL Server Analysis Services
3 16 (14.81%) MS Access
4 13 (12.04%) OLAP
4 13 (12.04%) SQL Server Reporting Services
4 13 (12.04%) Relational Database
5 12 (11.11%) SQL Server Integration Services
6 9 (8.33%) Hadoop
7 7 (6.48%) Big Data
7 7 (6.48%) Oracle Reports
8 6 (5.56%) QlikView
8 6 (5.56%) PerformancePoint
9 5 (4.63%) OLAP Cube
9 5 (4.63%) Cognos Report Studio
9 5 (4.63%) Cognos Framework Manager
9 5 (4.63%) NoSQL
9 5 (4.63%) Cognos Query Studio
10 4 (3.70%) ActiveReports
10 4 (3.70%) SQL Server
11 3 (2.78%) Data Mining
Development Applications
1 9 (8.33%) Oracle APEX
2 8 (7.41%) Team Foundation Server
3 1 (0.93%) Git (software)
3 1 (0.93%) PowerBuilder
3 1 (0.93%) Subversion
3 1 (0.93%) Maven
General
1 44 (40.74%) Finance
2 15 (13.89%) Banking
2 15 (13.89%) Retail
3 11 (10.19%) Games
4 8 (7.41%) Retail Banking
5 3 (2.78%) Back Office
Job Titles
1 55 (50.93%) Analyst
2 44 (40.74%) Business Analyst
3 40 (37.04%) Developer
4 25 (23.15%) Architect
5 17 (15.74%) Business Intelligence Developer
6 16 (14.81%) CRM Business Analyst
6 16 (14.81%) CRM Analyst
7 15 (13.89%) Developer Analyst
8 9 (8.33%) Senior Architect
8 9 (8.33%) Systems Analyst
8 9 (8.33%) Senior Business Analyst
8 9 (8.33%) Senior Analyst
8 9 (8.33%) Business Architect
9 8 (7.41%) Data Warehouse Developer
9 8 (7.41%) Oracle Developer
9 8 (7.41%) Oracle Analyst
9 8 (7.41%) Principal Architect
10 7 (6.48%) Business Intelligence Analyst
10 7 (6.48%) Business Systems Analyst
11 6 (5.56%) Business Developer
Libraries, Frameworks & Software Standards
1 22 (20.37%) .NET
2 20 (18.52%) HTML
2 20 (18.52%) CSS
3 13 (12.04%) Web Services
4 11 (10.19%) ASP.NET
5 8 (7.41%) Ajax
5 8 (7.41%) Middleware
5 8 (7.41%) MDX
6 6 (5.56%) RESTful
6 6 (5.56%) LAMP
6 6 (5.56%) XML
7 5 (4.63%) Classic ASP
7 5 (4.63%) jQuery
8 4 (3.70%) J2EE
9 3 (2.78%) JMS
9 3 (2.78%) Hibernate
9 3 (2.78%) Spring
9 3 (2.78%) Highcharts JS
9 3 (2.78%) Spring Security
9 3 (2.78%) GWT
Miscellaneous
1 33 (30.56%) Analytical Skills
2 10 (9.26%) Computer Science
3 9 (8.33%) Data Structures
4 8 (7.41%) Visualisation
4 8 (7.41%) Management Information System
5 6 (5.56%) Mathematics
5 6 (5.56%) Physics
6 5 (4.63%) CMDB
7 3 (2.78%) Chemistry
7 3 (2.78%) Psychology
7 3 (2.78%) Digital Media
7 3 (2.78%) Applied Mathematics
7 3 (2.78%) Artificial Intelligence
7 3 (2.78%) Neural Network
7 3 (2.78%) Economics
7 3 (2.78%) Statistics
7 3 (2.78%) Informatics
7 3 (2.78%) Algorithms
8 2 (1.85%) EPoS
8 2 (1.85%) Kindle
Operating Systems
1 9 (8.33%) UNIX
2 4 (3.70%) Windows
3 2 (1.85%) Linux
Processes & Methodologies
1 40 (37.04%) Project Management
2 39 (36.11%) Business Analysis
3 29 (26.85%) UML
4 22 (20.37%) Business Intelligence
4 22 (20.37%) Use Case
5 21 (19.44%) Agile Software Development
6 18 (16.67%) Scrum
6 18 (16.67%) Data Architecture
7 16 (14.81%) CRM
7 16 (14.81%) Campaign Management
8 13 (12.04%) User Acceptance Testing
9 11 (10.19%) Analytics
10 10 (9.26%) Systems Analysis
11 9 (8.33%) Requirements Management
11 9 (8.33%) Stakeholder Management
11 9 (8.33%) ITIL
11 9 (8.33%) Quality Management
11 9 (8.33%) Change Management
11 9 (8.33%) Waterfall
11 9 (8.33%) IDEF
Programming Languages
1 35 (32.41%) SQL
2 21 (19.44%) C#
2 21 (19.44%) Java
2 21 (19.44%) JavaScript
3 9 (8.33%) T-SQL
3 9 (8.33%) PL/SQL
4 5 (4.63%) VB6
4 5 (4.63%) VB
5 4 (3.70%) MUMPS
6 3 (2.78%) MATLAB
6 3 (2.78%) Ruby
6 3 (2.78%) Clojure
6 3 (2.78%) R
6 3 (2.78%) Python
6 3 (2.78%) C++
7 1 (0.93%) PHP
Qualifications
1 12 (11.11%) Degree
2 9 (8.33%) SC Cleared
2 9 (8.33%) Security Cleared
2 9 (8.33%) ISEB
3 3 (2.78%) PhD
Quality Assurance & Compliance
1 11 (10.19%) ISO 9001
2 8 (7.41%) Solvency II
System Software
1 6 (5.56%) Active Directory
2 1 (0.93%) VMware ESX
Systems Management
1 5 (4.63%) Puppet
1 5 (4.63%) Opscode Chef
Vendors
1 21 (19.44%) Oracle
2 18 (16.67%) Microsoft
3 12 (11.11%) Business Objects
4 11 (10.19%) Google
5 6 (5.56%) Tableau
5 6 (5.56%) Cognos
5 6 (5.56%) IBM
5 6 (5.56%) Actuate
6 5 (4.63%) Rackspace
7 3 (2.78%) Guidewire
8 1 (0.93%) Red Hat
8 1 (0.93%) VMware
8 1 (0.93%) Sybase
Watford, Hertfordshire
Ashdown IT
Salary: £35000 - £40000 per annum + benefits
Posted: 22 hours ago
Hertfordshire
Harnham
Salary: £50000 - £60000 per annum + exclusive benefits
Posted: 5 days ago
Hertfordshire
Real Staffing
Salary: £45000 - £50000 per annum + Superb benefits + bonus package
Posted: 23 days ago