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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Hertfordshire / Watford
Rank 43 46 56
Rank change year-on-year
+3 +10
Permanent jobs citing Data Modelling 13 15 12
As % of all permanent IT jobs located in Watford 2.49% 2.87% 2.28%
As % of the Processes & Methodologies category 2.80% 3.60% 2.60%
Number of salaries quoted 11 13 12
Median salary £62,500 £55,000 £45,000
Median salary % change year-on-year
+13.63% +22.22%
90% offered a salary of more than £35,000 £36,000 £37,500
10% offered a salary of more than £75,000 £57,400 £74,750
UK excluding London median salary £47,500 £48,500 £45,000
% change year-on-year
-2.06% +7.77%

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
465 417 462
As % of all permanent IT jobs located in Watford 89.08% 79.73% 87.67%
Number of salaries quoted 379 364 330
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £34,500 £35,000 £35,500
10% offered a salary of more than £72,500 £65,000 £72,500
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 19 January 2017.

Data Modelling Salary Histogram in Watford

Data Modelling
Top 30 Related IT Skills in Watford

For the 6 months to 19 January 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 Watford region with a requirement for Data Modelling.

1 23 (57.50%) SQL
2 22 (55.00%) Oracle
3 20 (50.00%) Data Warehouse
4 19 (47.50%) Management Information System
5 17 (42.50%) Finance
5 17 (42.50%) Analytics
6 15 (37.50%) Business Intelligence
6 15 (37.50%) T-SQL
7 14 (35.00%) SOAP
7 14 (35.00%) Web Services
7 14 (35.00%) REST
8 13 (32.50%) SQL Server Analysis Services
8 13 (32.50%) SQL Server Integration Services
8 13 (32.50%) ETL
8 13 (32.50%) Microsoft
8 13 (32.50%) Performance Tuning
8 13 (32.50%) ETL Development
8 13 (32.50%) Power BI
9 12 (30.00%) Analytical Skills
9 12 (30.00%) SAP BW
9 12 (30.00%) SAP
9 12 (30.00%) SQL Server
9 12 (30.00%) SQL Server 2012
10 11 (27.50%) SAP BPC
10 11 (27.50%) SAP Data Services
10 11 (27.50%) Unit Testing
10 11 (27.50%) Time Management
10 11 (27.50%) PowerShell
10 11 (27.50%) SQL Server 2008
10 11 (27.50%) Database Tuning

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 (7.50%) JBoss
1 3 (7.50%) WebLogic
1 3 (7.50%) WebSphere
Business Applications
1 11 (27.50%) SAP BPC
2 8 (20.00%) FastStats
Cloud Services
1 8 (20.00%) Google Analytics
Communications & Networking
1 11 (27.50%) DNS
1 11 (27.50%) Firewall
Database & Business Intelligence
1 20 (50.00%) Data Warehouse
2 13 (32.50%) Power BI
2 13 (32.50%) SQL Server Analysis Services
2 13 (32.50%) SQL Server Integration Services
3 12 (30.00%) SAP BW
3 12 (30.00%) SQL Server
3 12 (30.00%) SQL Server 2012
4 11 (27.50%) MS Access
4 11 (27.50%) SAP Data Services
4 11 (27.50%) SQL Server 2008
5 5 (12.50%) Oracle Database
6 3 (7.50%) RDBMS
6 3 (7.50%) Relational Database
7 2 (5.00%) PowerPivot
7 2 (5.00%) SQL Server Reporting Services
7 2 (5.00%) Sybase ASE
8 1 (2.50%) BusinessObjects Business Intelligence
8 1 (2.50%) NoSQL
8 1 (2.50%) SAP HANA
8 1 (2.50%) SQL Server 2014
Development Applications
1 11 (27.50%) Team Foundation Server
2 4 (10.00%) Cucumber
2 4 (10.00%) HP UFT
2 4 (10.00%) Selenium
3 3 (7.50%) JUnit
4 1 (2.50%) Oracle Forms
General
1 17 (42.50%) Finance
2 9 (22.50%) Retail
3 8 (20.00%) Marketing
4 5 (12.50%) Banking
5 2 (5.00%) Manufacturing
Job Titles
1 19 (47.50%) Developer
2 13 (32.50%) Business Intelligence Developer
3 11 (27.50%) Microsoft BI Developer
3 11 (27.50%) Microsoft Developer
4 8 (20.00%) Analytics Manager
4 8 (20.00%) E-Commerce Manager
4 8 (20.00%) Insight Manager
5 7 (17.50%) Analyst
5 7 (17.50%) Architect
5 7 (17.50%) Data Architect
6 5 (12.50%) Senior Developer
7 4 (10.00%) Test Analyst
8 3 (7.50%) Financial Analyst
8 3 (7.50%) Java Developer
8 3 (7.50%) Senior Analyst
8 3 (7.50%) Senior Financial Analyst
8 3 (7.50%) Senior Java Developer
8 3 (7.50%) Senior Systems Developer
8 3 (7.50%) Solutions Architect
8 3 (7.50%) Systems Analyst
Libraries, Frameworks & Software Standards
1 14 (35.00%) REST
1 14 (35.00%) SOAP
1 14 (35.00%) Web Services
2 11 (27.50%) .NET
2 11 (27.50%) MDX
3 3 (7.50%) Ajax
3 3 (7.50%) GWT
3 3 (7.50%) Hibernate
3 3 (7.50%) Java EE
3 3 (7.50%) Spring
3 3 (7.50%) XML
Miscellaneous
1 19 (47.50%) Management Information System
2 12 (30.00%) Analytical Skills
3 11 (27.50%) Computer Science
4 4 (10.00%) Data Integration
5 2 (5.00%) Life Science
5 2 (5.00%) Performance Metrics
Operating Systems
1 8 (20.00%) Unix
2 6 (15.00%) Linux
3 4 (10.00%) Windows
3 4 (10.00%) Windows Server
Processes & Methodologies
1 17 (42.50%) Analytics
2 15 (37.50%) Business Intelligence
3 13 (32.50%) ETL
3 13 (32.50%) ETL Development
3 13 (32.50%) Performance Tuning
4 11 (27.50%) Database Tuning
4 11 (27.50%) Time Management
4 11 (27.50%) Unit Testing
5 10 (25.00%) Agile Software Development
6 8 (20.00%) Business Development
6 8 (20.00%) E-Commerce
6 8 (20.00%) Kalman Filter
7 7 (17.50%) Data Architecture
8 6 (15.00%) Data Analytics
9 5 (12.50%) Scrum
9 5 (12.50%) TOGAF
9 5 (12.50%) Zachman Framework
10 4 (10.00%) BPR
10 4 (10.00%) OOD
10 4 (10.00%) Regression Testing
Programming Languages
1 23 (57.50%) SQL
2 15 (37.50%) T-SQL
3 11 (27.50%) PowerShell
3 11 (27.50%) VBA
4 8 (20.00%) Java
5 5 (12.50%) Python
5 5 (12.50%) R
6 4 (10.00%) PL/SQL
6 4 (10.00%) Shell Script
7 2 (5.00%) VBScript
8 1 (2.50%) ABAP
Qualifications
1 11 (27.50%) Degree
Quality Assurance & Compliance
1 4 (10.00%) QA
Vendors
1 22 (55.00%) Oracle
2 13 (32.50%) Microsoft
3 12 (30.00%) SAP
4 11 (27.50%) Cognos
4 11 (27.50%) IBM
5 8 (20.00%) Google
6 6 (15.00%) Teradata
7 4 (10.00%) HP
8 3 (7.50%) Sybase