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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 43 69 -
Rank change year-on-year
+26 -
Permanent jobs citing Data Modelling 16 13 0
As % of all permanent IT jobs located in Watford 3.39% 2.34% -
As % of the Processes & Methodologies category 4.11% 2.61% -
Number of salaries quoted 16 13 0
Median salary £52,500 £50,000 -
Median salary % change year-on-year
+5.00% -
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
389 499 524
As % of all permanent IT jobs located in Watford 82.42% 89.75% 89.57%
Number of salaries quoted 334 369 373
Median salary £55,000 £47,500 £45,000
Median salary % change year-on-year
+15.78% +5.55%
90% offered a salary of more than £36,000 £31,500 £30,000
10% offered a salary of more than £75,000 £58,500 £70,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 July 2016.

Data Modelling Salary Histogram in Watford

Data Modelling
Top 30 Related IT Skills in Watford

For the 6 months to 27 July 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 29 (96.67%) SQL
2 25 (83.33%) Oracle
3 24 (80.00%) ETL
4 20 (66.67%) Business Intelligence
5 18 (60.00%) Database Tuning
5 18 (60.00%) Performance Tuning
6 17 (56.67%) Java
6 17 (56.67%) PL/SQL
7 16 (53.33%) Web Services
8 13 (43.33%) IBM
8 13 (43.33%) Finance
9 12 (40.00%) SQL Server Integration Services
9 12 (40.00%) ETL Development
9 12 (40.00%) SQL Server Analysis Services
9 12 (40.00%) Virtual Team
10 11 (36.67%) MDX
10 11 (36.67%) Data Warehouse
10 11 (36.67%) SQL Server
10 11 (36.67%) T-SQL
11 10 (33.33%) Cognos
11 10 (33.33%) Time Management
11 10 (33.33%) Power BI
11 10 (33.33%) SQL Server 2008
11 10 (33.33%) SQL Server 2012
12 9 (30.00%) Oracle Database
12 9 (30.00%) SAP BPC
12 9 (30.00%) Agile Software Development
12 9 (30.00%) Retail
12 9 (30.00%) SAP BW
12 9 (30.00%) SAP

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 (26.67%) WebLogic
Business Applications
1 9 (30.00%) SAP BPC
Cloud Services
1 1 (3.33%) Google Analytics
Communications & Networking
1 1 (3.33%) DNS
1 1 (3.33%) Firewall
Database & Business Intelligence
1 12 (40.00%) SQL Server Analysis Services
1 12 (40.00%) SQL Server Integration Services
2 11 (36.67%) Data Warehouse
2 11 (36.67%) SQL Server
3 10 (33.33%) Power BI
3 10 (33.33%) SQL Server 2008
3 10 (33.33%) SQL Server 2012
4 9 (30.00%) Oracle Database
4 9 (30.00%) SAP BW
5 8 (26.67%) MS Access
5 8 (26.67%) Oracle BI Publisher
5 8 (26.67%) Oracle Reports
5 8 (26.67%) SAP Data Services
6 4 (13.33%) RDBMS
6 4 (13.33%) Relational Database
7 2 (6.67%) OLAP
7 2 (6.67%) SQL Server Reporting Services
Development Applications
1 8 (26.67%) Team Foundation Server
2 5 (16.67%) Cucumber
2 5 (16.67%) HP UFT
2 5 (16.67%) Selenium
3 4 (13.33%) Toad
General
1 13 (43.33%) Finance
2 9 (30.00%) Retail
3 1 (3.33%) Marketing
Job Titles
1 20 (66.67%) Developer
2 10 (33.33%) Business Intelligence Developer
3 9 (30.00%) Analyst
4 8 (26.67%) Microsoft BI Developer
4 8 (26.67%) Microsoft Developer
4 8 (26.67%) Oracle Developer
5 5 (16.67%) Test Analyst
6 4 (13.33%) ETL Developer
6 4 (13.33%) Oracle Analyst
6 4 (13.33%) Senior Developer
6 4 (13.33%) Senior Oracle Developer
6 4 (13.33%) Systems Analyst
7 2 (6.67%) Business Developer
7 2 (6.67%) Data Warehouse Developer
7 2 (6.67%) SSAS Developer
7 2 (6.67%) SSRS Developer
8 1 (3.33%) Analytics Manager
8 1 (3.33%) E-Commerce Manager
8 1 (3.33%) Web Analytics Manager
8 1 (3.33%) Web Manager
Libraries, Frameworks & Software Standards
1 16 (53.33%) Web Services
2 11 (36.67%) MDX
3 8 (26.67%) .NET
3 8 (26.67%) REST
3 8 (26.67%) SOAP
3 8 (26.67%) XML
Miscellaneous
1 12 (40.00%) Virtual Team
2 8 (26.67%) Analytical Skills
2 8 (26.67%) Computer Science
2 8 (26.67%) Management Information System
3 5 (16.67%) Data Integration
4 4 (13.33%) iPad
5 1 (3.33%) FMCG
Operating Systems
1 9 (30.00%) Unix
2 2 (6.67%) Linux
Processes & Methodologies
1 24 (80.00%) ETL
2 20 (66.67%) Business Intelligence
3 18 (60.00%) Database Tuning
3 18 (60.00%) Performance Tuning
4 12 (40.00%) ETL Development
5 10 (33.33%) Time Management
6 9 (30.00%) Agile Software Development
7 8 (26.67%) Database Optimisation
7 8 (26.67%) Enterprise Architecture
7 8 (26.67%) Multithreading
7 8 (26.67%) Physical Data Model
7 8 (26.67%) SDLC
7 8 (26.67%) UML
7 8 (26.67%) Unit Testing
8 5 (16.67%) E-Commerce
8 5 (16.67%) Exploratory Testing
8 5 (16.67%) Functional Testing
8 5 (16.67%) Smoke Testing
8 5 (16.67%) Test Automation
8 5 (16.67%) Test Management
Programming Languages
1 29 (96.67%) SQL
2 17 (56.67%) Java
2 17 (56.67%) PL/SQL
3 11 (36.67%) T-SQL
4 8 (26.67%) PowerShell
4 8 (26.67%) VBA
5 4 (13.33%) Shell Script
Qualifications
1 8 (26.67%) Degree
Quality Assurance & Compliance
1 8 (26.67%) SLA
2 5 (16.67%) QA
Vendors
1 25 (83.33%) Oracle
2 13 (43.33%) IBM
3 10 (33.33%) Cognos
4 9 (30.00%) SAP
5 8 (26.67%) Microsoft
6 5 (16.67%) HP
7 4 (13.33%) JDA
7 4 (13.33%) WSO2
8 1 (3.33%) Google