The following table provides summary statistics for permanent job vacancies advertised in Watford with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Hertfordshire / Watford
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank - 62 61
Permanent jobs citing Data Mining 0 1 4
As % of all permanent IT jobs advertised in Watford - 0.17% 0.79%
As % of the Database & Business Intelligence category - 0.85% 2.14%
Number of salaries quoted 0 1 4
Median salary - £55,000 £45,000
Median salary % change year-on-year - +22.22%  
UK excluding London median salary £45,000 £41,500 £40,000
% change year-on-year +8.43% +3.75%  

Data Mining 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 108 118 187
As % of all permanent IT job vacancies advertised in Watford 18.91% 20.07% 37.10%
Number of salaries quoted 85 82 135
Median salary £47,500 £47,500 £47,500
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 Mining
Job Vacancy Trend in Watford

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

Job vacancy trend for Data Mining in Watford

Data Mining
Salary Trend in Watford

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

Salary trend for Data Mining in Watford

Data Mining
Top 30 Co-occurring IT Skills in Watford

For the 6 months to 28 March 2017, IT jobs citing Data Mining 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 Mining.

1 2 (100.00%) SQL Server Reporting Services
1 2 (100.00%) SQL Server
1 2 (100.00%) Finance
1 2 (100.00%) SQL
2 1 (50.00%) T-SQL
2 1 (50.00%) J2EE
2 1 (50.00%) Java
2 1 (50.00%) Automotive
2 1 (50.00%) Clustering
2 1 (50.00%) Sybase
2 1 (50.00%) XML
2 1 (50.00%) UML
2 1 (50.00%) JBoss
2 1 (50.00%) Tomcat
2 1 (50.00%) MS Excel
2 1 (50.00%) CRM
2 1 (50.00%) Data Warehouse
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Microsoft
2 1 (50.00%) Management Information System
2 1 (50.00%) Dynamics CRM
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) WebSphere
2 1 (50.00%) Drupal
2 1 (50.00%) RabbitMQ
2 1 (50.00%) Data Analytics
2 1 (50.00%) SQL Server 2012
2 1 (50.00%) Analytics
2 1 (50.00%) Performance Tuning

Data Mining
Co-occurring 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 (50.00%) Drupal
1 1 (50.00%) JBoss
1 1 (50.00%) Tomcat
1 1 (50.00%) WebSphere
Applications
1 1 (50.00%) MS Excel
Business Applications
1 1 (50.00%) Dynamics CRM
Database & Business Intelligence
1 2 (100.00%) SQL Server
1 2 (100.00%) SQL Server Reporting Services
2 1 (50.00%) Data Warehouse
2 1 (50.00%) SQL Server 2012
2 1 (50.00%) SQL Server 2014
2 1 (50.00%) SQL Server Integration Services
General
1 2 (100.00%) Finance
2 1 (50.00%) Automotive
Job Titles
1 1 (50.00%) Developer
1 1 (50.00%) Head of Business Intelligence
1 1 (50.00%) Head of CRM
1 1 (50.00%) J2EE Developer
1 1 (50.00%) Java Developer
1 1 (50.00%) Java/J2EE Developer
1 1 (50.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) J2EE
1 1 (50.00%) RabbitMQ
1 1 (50.00%) XML
Miscellaneous
1 1 (50.00%) Clustering
1 1 (50.00%) Management Information System
Processes & Methodologies
1 1 (50.00%) Analytics
1 1 (50.00%) Business Intelligence
1 1 (50.00%) CRM
1 1 (50.00%) Data Analytics
1 1 (50.00%) ETL
1 1 (50.00%) Performance Tuning
1 1 (50.00%) UML
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) Java
2 1 (50.00%) T-SQL
Vendors
1 1 (50.00%) AppDynamics
1 1 (50.00%) Microsoft
1 1 (50.00%) New Relic
1 1 (50.00%) Sybase