The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Watford region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 45 51 55
Rank change year-on-year
+6 +4
Permanent jobs citing Data Modelling 19 9 19
As % of all permanent IT jobs located in Watford 3.36% 1.91% 3.00%
As % of the Processes & Methodologies category 3.63% 2.31% 3.49%
Number of salaries quoted 14 7 18
Median salary £55,000 £57,400 £45,000
Median salary % change year-on-year
-4.18% +27.55%
90% offered a salary of more than £35,000 £47,000 £37,050
10% offered a salary of more than £78,500 £58,440 £75,000
UK excluding London median salary £47,500 £48,045 £45,000
% change year-on-year
-1.13% +6.76%
Data Modelling
Hertfordshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Watford region.

Processes & Methodologies Category
Watford
Permanent IT job ads with a match in the
Processes & Methodologies category
524 390 545
As % of all permanent IT jobs located in Watford 92.58% 82.98% 86.10%
Number of salaries quoted 445 322 409
Median salary £54,000 £52,500 £50,000
Median salary % change year-on-year
+2.85% +5.00%
90% offered a salary of more than £35,000 £31,000 £31,400
10% offered a salary of more than £75,000 £65,000 £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 Watford

The demand trend of job ads across the Watford 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 Watford

Data Modelling
Salary Trend in Watford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Watford region.

Data Modelling Salary Trend in Watford

Data Modelling
Salary Histogram in Watford

This chart provides a salary histogram for IT jobs citing Data Modelling across the Watford region over the 3 months to 9 December 2016.

Data Modelling Salary Histogram in Watford

Data Modelling
Top 30 Related IT Skills in Watford

For the 6 months to 9 December 2016, 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 Watford region with a requirement for Data Modelling.

1 25 (64.10%) SQL
2 24 (61.54%) Oracle
2 24 (61.54%) Management Information System
3 21 (53.85%) Data Warehouse
4 20 (51.28%) Business Intelligence
5 19 (48.72%) Web Services
5 19 (48.72%) T-SQL
5 19 (48.72%) Performance Tuning
6 18 (46.15%) ETL
6 18 (46.15%) SOAP
6 18 (46.15%) REST
7 17 (43.59%) Database Tuning
7 17 (43.59%) SQL Server Analysis Services
7 17 (43.59%) SQL Server Integration Services
7 17 (43.59%) SAP
7 17 (43.59%) SAP BW
7 17 (43.59%) Microsoft
7 17 (43.59%) Analytical Skills
7 17 (43.59%) ETL Development
7 17 (43.59%) Power BI
8 16 (41.03%) SQL Server 2012
8 16 (41.03%) Cognos
8 16 (41.03%) IBM
8 16 (41.03%) SQL Server
8 16 (41.03%) VBA
8 16 (41.03%) .NET
8 16 (41.03%) MS Access
8 16 (41.03%) Degree
8 16 (41.03%) MDX
8 16 (41.03%) Computer Science

Data Modelling
Top Related IT Skills in Watford 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 3 (7.69%) WebLogic
2 2 (5.13%) JBoss
2 2 (5.13%) WebSphere
Business Applications
1 16 (41.03%) SAP BPC
2 8 (20.51%) FastStats
Cloud Services
1 8 (20.51%) Google Analytics
Communications & Networking
1 11 (28.21%) DNS
1 11 (28.21%) Firewall
Database & Business Intelligence
1 21 (53.85%) Data Warehouse
2 17 (43.59%) Power BI
2 17 (43.59%) SAP BW
2 17 (43.59%) SQL Server Analysis Services
2 17 (43.59%) SQL Server Integration Services
3 16 (41.03%) MS Access
3 16 (41.03%) SAP Data Services
3 16 (41.03%) SQL Server
3 16 (41.03%) SQL Server 2008
3 16 (41.03%) SQL Server 2012
4 4 (10.26%) Oracle Database
5 2 (5.13%) RDBMS
5 2 (5.13%) Relational Database
5 2 (5.13%) Sybase ASE
6 1 (2.56%) NoSQL
6 1 (2.56%) Oracle BI Publisher
6 1 (2.56%) Oracle Reports
6 1 (2.56%) PowerPivot
6 1 (2.56%) SAP HANA
6 1 (2.56%) SQL Server Reporting Services
Development Applications
1 16 (41.03%) Team Foundation Server
2 3 (7.69%) Cucumber
2 3 (7.69%) HP UFT
2 3 (7.69%) Selenium
3 2 (5.13%) JUnit
4 1 (2.56%) Oracle Forms
General
1 12 (30.77%) Finance
2 9 (23.08%) Retail
3 8 (20.51%) Marketing
4 2 (5.13%) Banking
5 1 (2.56%) Manufacturing
Job Titles
1 22 (56.41%) Developer
2 17 (43.59%) Business Intelligence Developer
3 16 (41.03%) Microsoft BI Developer
3 16 (41.03%) Microsoft Developer
4 8 (20.51%) Analytics Manager
4 8 (20.51%) E-Commerce Manager
4 8 (20.51%) Insight Manager
5 5 (12.82%) Analyst
6 4 (10.26%) Architect
6 4 (10.26%) Data Architect
7 3 (7.69%) Senior Developer
7 3 (7.69%) Test Analyst
8 2 (5.13%) Administrator
8 2 (5.13%) DBA
8 2 (5.13%) Developer Analyst
8 2 (5.13%) Java Developer
8 2 (5.13%) Senior Analyst
8 2 (5.13%) Senior Java Developer
8 2 (5.13%) Senior Systems Developer
8 2 (5.13%) Systems Analyst
Libraries, Frameworks & Software Standards
1 19 (48.72%) Web Services
2 18 (46.15%) REST
2 18 (46.15%) SOAP
3 16 (41.03%) .NET
3 16 (41.03%) MDX
4 3 (7.69%) XML
5 2 (5.13%) Ajax
5 2 (5.13%) GWT
5 2 (5.13%) Hibernate
5 2 (5.13%) Java EE
5 2 (5.13%) Spring
Miscellaneous
1 24 (61.54%) Management Information System
2 17 (43.59%) Analytical Skills
3 16 (41.03%) Computer Science
4 3 (7.69%) Data Integration
5 1 (2.56%) Life Science
5 1 (2.56%) Performance Metrics
5 1 (2.56%) Virtual Team
Operating Systems
1 5 (12.82%) Unix
2 4 (10.26%) Linux
3 2 (5.13%) Windows
3 2 (5.13%) Windows Server
Processes & Methodologies
1 20 (51.28%) Business Intelligence
2 19 (48.72%) Performance Tuning
3 18 (46.15%) ETL
4 17 (43.59%) Database Tuning
4 17 (43.59%) ETL Development
5 16 (41.03%) Time Management
5 16 (41.03%) Unit Testing
6 13 (33.33%) Analytics
7 8 (20.51%) Business Development
7 8 (20.51%) E-Commerce
7 8 (20.51%) Kalman Filter
8 6 (15.38%) Agile Software Development
9 4 (10.26%) Data Architecture
9 4 (10.26%) Scrum
10 3 (7.69%) Automated Testing
10 3 (7.69%) Data Analytics
10 3 (7.69%) Functional Testing
10 3 (7.69%) Manual Testing
10 3 (7.69%) Test Automation
10 3 (7.69%) Test Management
Programming Languages
1 25 (64.10%) SQL
2 19 (48.72%) T-SQL
3 16 (41.03%) PowerShell
3 16 (41.03%) VBA
4 6 (15.38%) Java
5 4 (10.26%) PL/SQL
6 2 (5.13%) Python
6 2 (5.13%) R
6 2 (5.13%) Shell Script
7 1 (2.56%) ABAP
7 1 (2.56%) VBScript
Qualifications
1 16 (41.03%) Degree
Quality Assurance & Compliance
1 3 (7.69%) QA
2 1 (2.56%) SLA
Vendors
1 24 (61.54%) Oracle
2 17 (43.59%) Microsoft
2 17 (43.59%) SAP
3 16 (41.03%) Cognos
3 16 (41.03%) IBM
4 8 (20.51%) Google
5 3 (7.69%) HP
5 3 (7.69%) Teradata
6 2 (5.13%) Sybase
Watford, Hertfordshire
Stafford-Sharp Associates
Salary: £35000.00 - £42000.00 per annum + Bens
Posted: 3 days ago