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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 37 50 61
Rank change year-on-year
+13 +11
Permanent jobs citing Data Modelling 22 12 10
As % of all permanent IT jobs located in Watford 4.56% 2.27% 1.90%
As % of the Processes & Methodologies category 5.15% 2.64% 2.18%
Number of salaries quoted 14 12 10
Median salary £55,000 £41,000 £69,500
Median salary % change year-on-year
+34.14% -41.00%
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
427 454 458
As % of all permanent IT jobs located in Watford 88.59% 85.82% 87.24%
Number of salaries quoted 354 366 326
Median salary £55,000 £48,000 £45,000
Median salary % change year-on-year
+14.58% +6.66%
90% offered a salary of more than £35,500 £30,000 £30,000
10% offered a salary of more than £80,000 £65,000 £75,000
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 27 September 2016.

Data Modelling Salary Histogram in Watford

Data Modelling
Top 30 Related IT Skills in Watford

For the 6 months to 27 September 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 33 (78.57%) SQL
2 28 (66.67%) ETL
2 28 (66.67%) Business Intelligence
2 28 (66.67%) Performance Tuning
3 27 (64.29%) Oracle
4 26 (61.90%) Database Tuning
5 24 (57.14%) Web Services
5 24 (57.14%) Management Information System
6 21 (50.00%) T-SQL
7 20 (47.62%) SQL Server Integration Services
7 20 (47.62%) SQL Server Analysis Services
7 20 (47.62%) ETL Development
8 19 (45.24%) MDX
8 19 (45.24%) SQL Server
8 19 (45.24%) IBM
8 19 (45.24%) Data Warehouse
9 18 (42.86%) Cognos
9 18 (42.86%) Time Management
9 18 (42.86%) SQL Server 2008
9 18 (42.86%) Power BI
9 18 (42.86%) SQL Server 2012
10 17 (40.48%) SAP BPC
10 17 (40.48%) SAP BW
10 17 (40.48%) SAP
11 16 (38.10%) SOAP
11 16 (38.10%) VBA
11 16 (38.10%) .NET
11 16 (38.10%) Microsoft
11 16 (38.10%) MS Access
11 16 (38.10%) 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 8 (19.05%) WebLogic
Business Applications
1 17 (40.48%) SAP BPC
2 8 (19.05%) FastStats
Cloud Services
1 8 (19.05%) Google Analytics
Communications & Networking
1 9 (21.43%) DNS
1 9 (21.43%) Firewall
Database & Business Intelligence
1 20 (47.62%) SQL Server Analysis Services
1 20 (47.62%) SQL Server Integration Services
2 19 (45.24%) Data Warehouse
2 19 (45.24%) SQL Server
3 18 (42.86%) Power BI
3 18 (42.86%) SQL Server 2008
3 18 (42.86%) SQL Server 2012
4 17 (40.48%) SAP BW
5 16 (38.10%) MS Access
5 16 (38.10%) SAP Data Services
6 8 (19.05%) Oracle BI Publisher
6 8 (19.05%) Oracle Reports
7 3 (7.14%) Oracle Database
8 2 (4.76%) OLAP
8 2 (4.76%) SQL Server Reporting Services
8 2 (4.76%) Sybase ASE
Development Applications
1 16 (38.10%) Team Foundation Server
2 3 (7.14%) Cucumber
2 3 (7.14%) HP UFT
2 3 (7.14%) Selenium
General
1 13 (30.95%) Finance
1 13 (30.95%) Retail
2 8 (19.05%) Marketing
Job Titles
1 30 (71.43%) Developer
2 18 (42.86%) Business Intelligence Developer
3 16 (38.10%) Microsoft BI Developer
3 16 (38.10%) Microsoft Developer
4 8 (19.05%) Analytics Manager
4 8 (19.05%) E-Commerce Manager
4 8 (19.05%) Insight Manager
4 8 (19.05%) Oracle Developer
5 4 (9.52%) ETL Developer
5 4 (9.52%) Senior Developer
5 4 (9.52%) Senior Oracle Developer
6 3 (7.14%) Analyst
6 3 (7.14%) Test Analyst
7 2 (4.76%) Administrator
7 2 (4.76%) Business Developer
7 2 (4.76%) Data Warehouse Developer
7 2 (4.76%) Database Developer
7 2 (4.76%) DBA
7 2 (4.76%) SSAS Developer
7 2 (4.76%) SSRS Developer
Libraries, Frameworks & Software Standards
1 24 (57.14%) Web Services
2 19 (45.24%) MDX
3 16 (38.10%) .NET
3 16 (38.10%) REST
3 16 (38.10%) SOAP
4 8 (19.05%) XML
Miscellaneous
1 24 (57.14%) Management Information System
2 16 (38.10%) Analytical Skills
2 16 (38.10%) Computer Science
3 8 (19.05%) Virtual Team
4 3 (7.14%) Data Integration
Operating Systems
1 4 (9.52%) Linux
2 3 (7.14%) Unix
Processes & Methodologies
1 28 (66.67%) Business Intelligence
1 28 (66.67%) ETL
1 28 (66.67%) Performance Tuning
2 26 (61.90%) Database Tuning
3 20 (47.62%) ETL Development
4 18 (42.86%) Time Management
5 16 (38.10%) Unit Testing
6 9 (21.43%) Analytics
7 8 (19.05%) Business Development
7 8 (19.05%) Database Optimisation
7 8 (19.05%) E-Commerce
7 8 (19.05%) Enterprise Architecture
7 8 (19.05%) Kalman Filter
7 8 (19.05%) Multithreading
7 8 (19.05%) Physical Data Model
7 8 (19.05%) SDLC
7 8 (19.05%) UML
8 4 (9.52%) Agile Software Development
8 4 (9.52%) Scrum
9 3 (7.14%) Regression Testing
Programming Languages
1 33 (78.57%) SQL
2 21 (50.00%) T-SQL
3 16 (38.10%) PowerShell
3 16 (38.10%) VBA
4 11 (26.19%) Java
4 11 (26.19%) PL/SQL
Qualifications
1 16 (38.10%) Degree
Quality Assurance & Compliance
1 8 (19.05%) SLA
2 3 (7.14%) QA
Vendors
1 27 (64.29%) Oracle
2 19 (45.24%) IBM
3 18 (42.86%) Cognos
4 17 (40.48%) SAP
5 16 (38.10%) Microsoft
6 8 (19.05%) Google
7 3 (7.14%) HP
8 2 (4.76%) Sybase
Watford, Hertfordshire
Dupen Recruitment Services
Salary: £60000 - £650000 per annum
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