The following table provides summary statistics for permanent job vacancies advertised in Watford with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
Hertfordshire / Watford
Rank 55 55 60
Rank change year-on-year 0 +5  
Permanent jobs citing Data Warehouse 9 1 2
As % of all permanent IT jobs advertised in Watford 1.59% 0.17% 0.41%
As % of the Database & Business Intelligence category 8.33% 0.85% 1.08%
Number of salaries quoted 8 1 2
Median salary £75,000 £55,000 £65,000
Median salary % change year-on-year +36.36% -15.38%  
90% offered a salary of more than £62,000 £55,000 £61,000
10% offered a salary of more than £86,250 £55,000 £69,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Watford with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Watford
Permanent job vacancies with a requirement for database and business intelligence skills 108 117 186
As % of all permanent IT job vacancies advertised in Watford 19.08% 20.14% 37.80%
Number of salaries quoted 85 80 129
Median salary £47,500 £47,500 £46,000
Median salary % change year-on-year - +3.26%  
90% offered a salary of more than £35,000 £40,000 £37,500
10% offered a salary of more than £75,000 £60,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Warehouse
Job Vacancy Trend in Watford

The job posting trend of jobs advertised in Watford citing Data Warehouse as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in Watford

Data Warehouse
Salary Trend in Watford

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

Salary trend for Data Warehouse in Watford

Data Warehouse
Salary Histogram in Watford

The salary distribution of IT jobs citing Data Warehouse in Watford over the 3 months to 24 March 2017.

Salary histogram for Data Warehouse in Watford

Data Warehouse
Top 30 Related IT Skills in Watford

For the 6 months to 24 March 2017, IT jobs citing Data Warehouse 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 Warehouse.

1 15 (60.00%) Oracle
1 15 (60.00%) Data Modelling
2 12 (48.00%) Business Intelligence
2 12 (48.00%) SQL
2 12 (48.00%) Finance
2 12 (48.00%) Agile Software Development
3 11 (44.00%) Teradata
4 10 (40.00%) ETL
4 10 (40.00%) Analytics
5 9 (36.00%) IT Strategy
5 9 (36.00%) Data Architecture
5 9 (36.00%) SQL Server
5 9 (36.00%) Banking
6 8 (32.00%) SQL Server Integration Services
6 8 (32.00%) Microsoft
6 8 (32.00%) SQL Server Analysis Services
7 7 (28.00%) R
7 7 (28.00%) Data Analytics
7 7 (28.00%) Power BI
7 7 (28.00%) Python
7 7 (28.00%) T-SQL
7 7 (28.00%) Zachman Framework
7 7 (28.00%) TOGAF
7 7 (28.00%) SQL Server Reporting Services
8 4 (16.00%) SAP
8 4 (16.00%) Analytical Skills
8 4 (16.00%) ETL Development
9 3 (12.00%) Oracle Database
9 3 (12.00%) IBM
9 3 (12.00%) Management Information System

Data Warehouse
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 1 (4.00%) Drupal
1 1 (4.00%) WebLogic
Applications
1 1 (4.00%) MS Excel
Business Applications
1 2 (8.00%) SAP BPC
2 1 (4.00%) Dynamics CRM
Communications & Networking
1 2 (8.00%) DNS
1 2 (8.00%) Firewall
1 2 (8.00%) FTP
1 2 (8.00%) SSH
Database & Business Intelligence
1 9 (36.00%) SQL Server
2 8 (32.00%) SQL Server Analysis Services
2 8 (32.00%) SQL Server Integration Services
3 7 (28.00%) Power BI
3 7 (28.00%) SQL Server Reporting Services
4 3 (12.00%) Oracle Database
5 2 (8.00%) MS Access
5 2 (8.00%) MySQL
5 2 (8.00%) PowerPivot
5 2 (8.00%) SAP BW
5 2 (8.00%) SAP Data Services
5 2 (8.00%) SQL Server 2008
5 2 (8.00%) SQL Server 2012
6 1 (4.00%) Data Mining
6 1 (4.00%) Hadoop
6 1 (4.00%) NoSQL
6 1 (4.00%) Oracle ODI
6 1 (4.00%) SQL Server 2016
Development Applications
1 2 (8.00%) Team Foundation Server
2 1 (4.00%) Oracle Forms
General
1 12 (48.00%) Finance
2 9 (36.00%) Banking
3 3 (12.00%) Advertising
4 2 (8.00%) Manufacturing
4 2 (8.00%) Marketing
5 1 (4.00%) Automotive
Job Titles
1 12 (48.00%) Architect
1 12 (48.00%) Developer
2 11 (44.00%) Data Architect
3 8 (32.00%) Business Intelligence Developer
4 6 (24.00%) Solutions Architect
5 5 (20.00%) Senior Developer
6 3 (12.00%) Senior Business Intelligence Developer
6 3 (12.00%) SSAS Developer
6 3 (12.00%) SSIS Developer
6 3 (12.00%) SSRS Developer
7 2 (8.00%) Business Intelligence Architect
7 2 (8.00%) Business Intelligence Lead
7 2 (8.00%) Data Warehouse Developer
7 2 (8.00%) Front End Developer (Client-Side Developer)
7 2 (8.00%) HTML CSS Developer
7 2 (8.00%) JavaScript Developer
7 2 (8.00%) Lead Developer
7 2 (8.00%) Microsoft BI Developer
7 2 (8.00%) Senior Architect
7 2 (8.00%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (8.00%) .NET
1 2 (8.00%) CSS
1 2 (8.00%) CSS3
1 2 (8.00%) HTML
1 2 (8.00%) HTML5
1 2 (8.00%) jQuery
1 2 (8.00%) KnockoutJS
1 2 (8.00%) MDX
1 2 (8.00%) REST
1 2 (8.00%) SOAP
1 2 (8.00%) Twitter Bootstrap
1 2 (8.00%) Web Services
2 1 (4.00%) Middleware
2 1 (4.00%) XML
Miscellaneous
1 4 (16.00%) Analytical Skills
2 3 (12.00%) Management Information System
3 2 (8.00%) Computer Science
3 2 (8.00%) Life Science
4 1 (4.00%) Clustering
4 1 (4.00%) Enterprise Software
Processes & Methodologies
1 15 (60.00%) Data Modelling
2 12 (48.00%) Agile Software Development
2 12 (48.00%) Business Intelligence
3 10 (40.00%) Analytics
3 10 (40.00%) ETL
4 9 (36.00%) Data Architecture
4 9 (36.00%) IT Strategy
5 7 (28.00%) Data Analytics
5 7 (28.00%) TOGAF
5 7 (28.00%) Zachman Framework
6 4 (16.00%) ETL Development
7 3 (12.00%) Migration
8 2 (8.00%) Business Analytics
8 2 (8.00%) Coaching
8 2 (8.00%) Front End Development
8 2 (8.00%) Kimball Methodology
8 2 (8.00%) Performance Tuning
8 2 (8.00%) Physical Data Model
8 2 (8.00%) Risk Management
8 2 (8.00%) Scrum
Programming Languages
1 12 (48.00%) SQL
2 7 (28.00%) Python
2 7 (28.00%) R
2 7 (28.00%) T-SQL
3 2 (8.00%) ABAP
3 2 (8.00%) JavaScript
3 2 (8.00%) PL/SQL
3 2 (8.00%) PowerShell
3 2 (8.00%) VBA
3 2 (8.00%) VBScript
4 1 (4.00%) Shell Script
Qualifications
1 2 (8.00%) Degree
Systems Management
1 1 (4.00%) Tivoli
Vendors
1 15 (60.00%) Oracle
2 11 (44.00%) Teradata
3 8 (32.00%) Microsoft
4 4 (16.00%) SAP
5 3 (12.00%) IBM
6 2 (8.00%) Cognos
6 2 (8.00%) Tableau