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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Hertfordshire
Rank 118 134 107
Rank change year-on-year
+16 -27
Permanent jobs citing Data Modelling 24 19 52
As % of all permanent IT jobs located in Hertfordshire 1.06% 0.74% 2.24%
As % of the Processes & Methodologies category 1.23% 0.86% 2.66%
Number of salaries quoted 22 18 52
Median salary £62,000 £51,250 £50,000
Median salary % change year-on-year
+20.97% +2.50%
90% offered a salary of more than £36,000 £33,036 £40,500
10% offered a salary of more than £75,000 £65,000 £59,750
UK excluding London median salary £47,500 £47,500 £47,500

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
1959 2204 1958
As % of all permanent IT jobs located in Hertfordshire 86.87% 85.56% 84.18%
Number of salaries quoted 1638 1762 1531
Median salary £47,500 £51,000 £50,000
Median salary % change year-on-year
-6.86% +2.00%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Modelling as a proportion of all IT jobs with a match in 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 February 2017.

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 median salaries quoted in IT jobs citing Data Modelling within the Hertfordshire region over the 3 months to 27 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford 0 10 £75,000 +50.00% 1
Borehamwood - 5 £52,500 -
Hatfield - 3 £62,000 - 1
Stevenage -12 1 - -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 27 February 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Data Modelling.

1 33 (56.90%) Data Warehouse
2 28 (48.28%) Finance
3 27 (46.55%) SQL
4 26 (44.83%) Oracle
4 26 (44.83%) Business Intelligence
5 20 (34.48%) Analytics
6 19 (32.76%) SQL Server
7 18 (31.03%) T-SQL
7 18 (31.03%) SQL Server 2012
8 17 (29.31%) Analytical Skills
8 17 (29.31%) Power BI
8 17 (29.31%) Microsoft
8 17 (29.31%) SQL Server Integration Services
8 17 (29.31%) SQL Server Analysis Services
9 16 (27.59%) Data Architecture
10 15 (25.86%) Agile Software Development
11 14 (24.14%) SQL Server 2008
12 13 (22.41%) ETL
13 12 (20.69%) Management Information System
13 12 (20.69%) Java
13 12 (20.69%) Migration
13 12 (20.69%) Teradata
14 11 (18.97%) SQL Server Reporting Services
14 11 (18.97%) Data Analytics
14 11 (18.97%) SQL Server 2014
15 10 (17.24%) Unix
15 10 (17.24%) ERP
16 9 (15.52%) SOAP
16 9 (15.52%) Web Services
16 9 (15.52%) Data Migration

Data Modelling
Top Related IT Skills in Hertfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (8.62%) JBoss
1 5 (8.62%) WebSphere
2 3 (5.17%) WebLogic
3 2 (3.45%) Tomcat
4 1 (1.72%) Oracle SOA Suite
Applications
1 8 (13.79%) MS Excel
Business Applications
1 6 (10.34%) FastStats
1 6 (10.34%) SAP BPC
2 1 (1.72%) Oracle EBS
Cloud Services
1 8 (13.79%) Microsoft Azure
2 6 (10.34%) Google Analytics
3 3 (5.17%) Force.com
4 2 (3.45%) SaaS
Communications & Networking
1 6 (10.34%) DNS
1 6 (10.34%) Firewall
Database & Business Intelligence
1 33 (56.90%) Data Warehouse
2 19 (32.76%) SQL Server
3 18 (31.03%) SQL Server 2012
4 17 (29.31%) Power BI
4 17 (29.31%) SQL Server Analysis Services
4 17 (29.31%) SQL Server Integration Services
5 14 (24.14%) SQL Server 2008
6 11 (18.97%) SQL Server 2014
6 11 (18.97%) SQL Server Reporting Services
7 7 (12.07%) Oracle Database
7 7 (12.07%) SAP BW
8 6 (10.34%) MS Access
8 6 (10.34%) SAP Data Services
9 5 (8.62%) Enterprise Data Warehouse
9 5 (8.62%) QlikView
9 5 (8.62%) RDBMS
9 5 (8.62%) Relational Database
10 3 (5.17%) PowerPivot
11 2 (3.45%) Pentaho
12 1 (1.72%) NoSQL
Development Applications
1 6 (10.34%) Team Foundation Server
2 4 (6.90%) Cucumber
2 4 (6.90%) HP UFT
2 4 (6.90%) Selenium
3 3 (5.17%) JUnit
4 1 (1.72%) Oracle Forms
4 1 (1.72%) Subversion
General
1 28 (48.28%) Finance
2 8 (13.79%) Marketing
3 7 (12.07%) Banking
3 7 (12.07%) Retail
4 2 (3.45%) French Language
4 2 (3.45%) Games
4 2 (3.45%) Manufacturing
5 1 (1.72%) Pharmaceutical
Job Titles
1 25 (43.10%) Developer
2 17 (29.31%) Architect
2 17 (29.31%) Business Intelligence Developer
3 16 (27.59%) Analyst
3 16 (27.59%) Data Architect
4 12 (20.69%) Analyst Developer
5 11 (18.97%) Developer Analyst
6 9 (15.52%) Business Intelligence Analyst
7 8 (13.79%) Business Developer
7 8 (13.79%) Data Analyst
7 8 (13.79%) Data Warehouse Analyst
7 8 (13.79%) Data Warehouse Developer
8 6 (10.34%) Analytics Manager
8 6 (10.34%) E-Commerce Manager
8 6 (10.34%) Insight Manager
8 6 (10.34%) Microsoft BI Developer
8 6 (10.34%) Microsoft Developer
8 6 (10.34%) Senior Developer
9 5 (8.62%) Solutions Architect
10 4 (6.90%) Test Analyst
Libraries, Frameworks & Software Standards
1 9 (15.52%) REST
1 9 (15.52%) SOAP
1 9 (15.52%) Web Services
2 7 (12.07%) .NET
2 7 (12.07%) MDX
3 5 (8.62%) Java EE
4 4 (6.90%) XML
5 3 (5.17%) Ajax
5 3 (5.17%) GWT
5 3 (5.17%) Hibernate
5 3 (5.17%) Spring
5 3 (5.17%) Visualforce
6 2 (3.45%) Mason
7 1 (1.72%) ASP.NET
7 1 (1.72%) JSON
Miscellaneous
1 17 (29.31%) Analytical Skills
2 12 (20.69%) Management Information System
3 6 (10.34%) Computer Science
4 3 (5.17%) Data Structures
5 2 (3.45%) Life Science
6 1 (1.72%) Fintech
Operating Systems
1 10 (17.24%) Unix
2 6 (10.34%) Linux
2 6 (10.34%) Windows
2 6 (10.34%) Windows Server
Processes & Methodologies
1 26 (44.83%) Business Intelligence
2 20 (34.48%) Analytics
3 16 (27.59%) Data Architecture
4 15 (25.86%) Agile Software Development
5 13 (22.41%) ETL
6 12 (20.69%) Migration
7 11 (18.97%) Data Analytics
8 10 (17.24%) ERP
9 9 (15.52%) Data Migration
10 8 (13.79%) ETL Development
10 8 (13.79%) TDD
10 8 (13.79%) UML
11 7 (12.07%) E-Commerce
11 7 (12.07%) TOGAF
12 6 (10.34%) Business Development
12 6 (10.34%) OO
12 6 (10.34%) OOD
12 6 (10.34%) Scrum
12 6 (10.34%) Unit Testing
12 6 (10.34%) Zachman Framework
Programming Languages
1 27 (46.55%) SQL
2 18 (31.03%) T-SQL
3 12 (20.69%) Java
4 7 (12.07%) PowerShell
4 7 (12.07%) Python
5 6 (10.34%) R
5 6 (10.34%) Shell Script
5 6 (10.34%) VBA
6 4 (6.90%) PL/SQL
7 3 (5.17%) Apex Code
7 3 (5.17%) SOQL
8 2 (3.45%) JavaScript
8 2 (3.45%) VBScript
9 1 (1.72%) ABAP
9 1 (1.72%) C#
9 1 (1.72%) Scala
Qualifications
1 8 (13.79%) Degree
Quality Assurance & Compliance
1 4 (6.90%) QA
Systems Management
1 2 (3.45%) WebSphere Cast Iron
Vendors
1 26 (44.83%) Oracle
2 17 (29.31%) Microsoft
3 12 (20.69%) Teradata
4 7 (12.07%) SAP
5 6 (10.34%) Cognos
5 6 (10.34%) Google
5 6 (10.34%) IBM
6 5 (8.62%) Salesforce.com
6 5 (8.62%) Tableau
7 4 (6.90%) HP
8 3 (5.17%) Sybase
9 2 (3.45%) Jitterbit
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 4 days ago
Watford
Recruitment Genius Ltd
Salary: £45000 - £55000 per annum
Posted: 20 days ago