The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Hertfordshire
Rank 127 141 129
Rank change year-on-year +14 -12  
Permanent jobs citing Data Modelling 15 18 29
As % of all permanent IT jobs advertised in Hertfordshire 0.68% 0.70% 1.25%
As % of the Processes & Methodologies category 0.78% 0.81% 1.54%
Number of salaries quoted 14 14 29
Median salary £75,000 £55,500 £52,500
Median salary % change year-on-year +35.13% +5.71%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1925 2215 1889
As % of all permanent IT job vacancies advertised in Hertfordshire 87.86% 86.29% 81.49%
Number of salaries quoted 1594 1780 1472
Median salary £50,000 £52,135 £50,000
Median salary % change year-on-year -4.09% +4.27%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Hertfordshire.

Salary trend for Data Modelling in Hertfordshire

Data Modelling
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Modelling in Hertfordshire over the 3 months to 25 March 2017.

Salary histogram for Data Modelling 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 25 March 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 -4 9 £75,000 +36.36%
Borehamwood - 3 £52,500 -
Stevenage +2 1 - -
Rickmansworth +1 1 £75,000 +66.66% 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 March 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 (63.46%) Data Warehouse
2 31 (59.62%) Finance
3 26 (50.00%) SQL
3 26 (50.00%) Oracle
4 22 (42.31%) Business Intelligence
5 19 (36.54%) Agile Software Development
6 17 (32.69%) Data Architecture
7 16 (30.77%) Teradata
8 15 (28.85%) SQL Server
8 15 (28.85%) Analytics
9 14 (26.92%) SQL Server 2012
9 14 (26.92%) Analytical Skills
9 14 (26.92%) T-SQL
10 13 (25.00%) Microsoft
10 13 (25.00%) SQL Server Integration Services
10 13 (25.00%) SQL Server Analysis Services
10 13 (25.00%) Power BI
11 12 (23.08%) Data Analytics
11 12 (23.08%) Migration
11 12 (23.08%) ETL
11 12 (23.08%) Java
12 11 (21.15%) SQL Server Reporting Services
12 11 (21.15%) SQL Server 2014
13 10 (19.23%) Oracle Database
13 10 (19.23%) SQL Server 2008
13 10 (19.23%) IT Strategy
13 10 (19.23%) Unix
13 10 (19.23%) ERP
14 9 (17.31%) Banking
14 9 (17.31%) 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 (9.62%) JBoss
1 5 (9.62%) WebSphere
2 3 (5.77%) WebLogic
3 2 (3.85%) Tomcat
4 1 (1.92%) Oracle SOA Suite
Applications
1 8 (15.38%) MS Excel
Business Applications
1 2 (3.85%) SAP BPC
2 1 (1.92%) Oracle EBS
Cloud Services
1 8 (15.38%) Microsoft Azure
2 3 (5.77%) Force.com
3 2 (3.85%) SaaS
Communications & Networking
1 2 (3.85%) DNS
1 2 (3.85%) Firewall
Database & Business Intelligence
1 33 (63.46%) Data Warehouse
2 15 (28.85%) SQL Server
3 14 (26.92%) SQL Server 2012
4 13 (25.00%) Power BI
4 13 (25.00%) SQL Server Analysis Services
4 13 (25.00%) SQL Server Integration Services
5 11 (21.15%) SQL Server 2014
5 11 (21.15%) SQL Server Reporting Services
6 10 (19.23%) Oracle Database
6 10 (19.23%) SQL Server 2008
7 5 (9.62%) Enterprise Data Warehouse
7 5 (9.62%) QlikView
7 5 (9.62%) RDBMS
7 5 (9.62%) Relational Database
8 3 (5.77%) PowerPivot
8 3 (5.77%) SAP BW
9 2 (3.85%) MS Access
9 2 (3.85%) Oracle ODI
9 2 (3.85%) Pentaho
9 2 (3.85%) SAP Data Services
Development Applications
1 4 (7.69%) Cucumber
1 4 (7.69%) HP UFT
1 4 (7.69%) Selenium
2 3 (5.77%) JUnit
3 2 (3.85%) Team Foundation Server
4 1 (1.92%) Oracle Forms
4 1 (1.92%) Subversion
General
1 31 (59.62%) Finance
2 9 (17.31%) Banking
3 2 (3.85%) French Language
3 2 (3.85%) Games
3 2 (3.85%) Manufacturing
3 2 (3.85%) Marketing
4 1 (1.92%) Pharmaceutical
4 1 (1.92%) Retail
Job Titles
1 24 (46.15%) Developer
2 18 (34.62%) Architect
3 17 (32.69%) Data Architect
4 16 (30.77%) Analyst
5 13 (25.00%) Business Intelligence Developer
6 12 (23.08%) Analyst Developer
7 11 (21.15%) Data Warehouse Developer
7 11 (21.15%) Developer Analyst
8 9 (17.31%) Business Intelligence Analyst
8 9 (17.31%) Senior Developer
9 8 (15.38%) Business Developer
9 8 (15.38%) Data Analyst
9 8 (15.38%) Data Warehouse Analyst
10 6 (11.54%) Solutions Architect
11 4 (7.69%) Java Developer
11 4 (7.69%) Senior Analyst
11 4 (7.69%) Test Analyst
12 3 (5.77%) Senior Data Warehouse Developer
12 3 (5.77%) Senior Java Developer
12 3 (5.77%) Technical Leader
Libraries, Frameworks & Software Standards
1 5 (9.62%) Java EE
1 5 (9.62%) REST
1 5 (9.62%) SOAP
1 5 (9.62%) Web Services
2 4 (7.69%) XML
3 3 (5.77%) .NET
3 3 (5.77%) Ajax
3 3 (5.77%) GWT
3 3 (5.77%) Hibernate
3 3 (5.77%) MDX
3 3 (5.77%) Spring
3 3 (5.77%) Visualforce
4 2 (3.85%) Mason
5 1 (1.92%) ASP.NET
5 1 (1.92%) JSON
Miscellaneous
1 14 (26.92%) Analytical Skills
2 3 (5.77%) Data Structures
3 2 (3.85%) Computer Science
3 2 (3.85%) Life Science
3 2 (3.85%) Management Information System
4 1 (1.92%) Fintech
Operating Systems
1 10 (19.23%) Unix
2 6 (11.54%) Linux
2 6 (11.54%) Windows
2 6 (11.54%) Windows Server
Processes & Methodologies
1 22 (42.31%) Business Intelligence
2 19 (36.54%) Agile Software Development
3 17 (32.69%) Data Architecture
4 15 (28.85%) Analytics
5 12 (23.08%) Data Analytics
5 12 (23.08%) ETL
5 12 (23.08%) Migration
6 10 (19.23%) ERP
6 10 (19.23%) IT Strategy
7 9 (17.31%) Data Migration
8 8 (15.38%) OO
8 8 (15.38%) TDD
8 8 (15.38%) TOGAF
8 8 (15.38%) UML
9 7 (13.46%) Scrum
9 7 (13.46%) Zachman Framework
10 6 (11.54%) OOD
11 5 (9.62%) Data Integration
11 5 (9.62%) OOA/OOD
12 4 (7.69%) Manual Testing
Programming Languages
1 26 (50.00%) SQL
2 14 (26.92%) T-SQL
3 12 (23.08%) Java
4 8 (15.38%) Python
4 8 (15.38%) Shell Script
5 7 (13.46%) PL/SQL
5 7 (13.46%) R
6 3 (5.77%) Apex Code
6 3 (5.77%) PowerShell
6 3 (5.77%) SOQL
7 2 (3.85%) JavaScript
7 2 (3.85%) VBA
7 2 (3.85%) VBScript
8 1 (1.92%) ABAP
8 1 (1.92%) C#
8 1 (1.92%) Scala
Qualifications
1 4 (7.69%) Degree
Quality Assurance & Compliance
1 4 (7.69%) QA
Systems Management
1 2 (3.85%) Tivoli
1 2 (3.85%) WebSphere Cast Iron
Vendors
1 26 (50.00%) Oracle
2 16 (30.77%) Teradata
3 13 (25.00%) Microsoft
4 5 (9.62%) Salesforce.com
4 5 (9.62%) Tableau
5 4 (7.69%) HP
6 3 (5.77%) SAP
6 3 (5.77%) Sybase
7 2 (3.85%) Cognos
7 2 (3.85%) IBM
7 2 (3.85%) Jitterbit
Rickmansworth, Hertfordshire
Empiric.com
Salary: From £75,000 to £75,000 per annum
Posted: 3 days ago