The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
East of England / Bedfordshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 65 88 96
Rank change year-on-year +23 +8  
Permanent jobs citing Data Mining 3 2 1
As % of all permanent IT jobs advertised in Bedfordshire 0.51% 0.22% 0.091%
As % of the Database & Business Intelligence category 1.92% 0.78% 0.30%
Number of salaries quoted 2 2 1
Median salary £42,500 £40,250 £30,000
Median salary % change year-on-year +5.59% +34.16%  
UK excluding London median salary £55,000 £42,500 £45,000
% change year-on-year +29.41% -5.55%  

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 Bedfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bedfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 156 255 331
As % of all permanent IT job vacancies advertised in Bedfordshire 26.26% 27.72% 30.01%
Number of salaries quoted 115 227 305
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.55% -  
90% offered a salary of more than £30,500 £36,000 £30,000
10% offered a salary of more than £57,500 £65,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire 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 Bedfordshire

Data Mining
Salary Trend in Bedfordshire

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

Salary trend for Data Mining in Bedfordshire

Data Mining
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Bedfordshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +6 2 £42,500 +5.59%
Data Mining
East of England

For the 6 months to 23 June 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 Bedfordshire region with a requirement for Data Mining.

1 4 (100.00%) SQL
1 4 (100.00%) T-SQL
1 4 (100.00%) Oracle
1 4 (100.00%) SQL Server
1 4 (100.00%) OLAP
1 4 (100.00%) Microsoft Excel
1 4 (100.00%) Data Warehouse
1 4 (100.00%) SQL Server Reporting Services
1 4 (100.00%) Data Analysis
1 4 (100.00%) Oracle Applications
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) Oracle OLAP
1 4 (100.00%) SQL Server Analysis Services
1 4 (100.00%) SQL Server 2008
1 4 (100.00%) Big Data
1 4 (100.00%) Analytics
1 4 (100.00%) Sqoop
1 4 (100.00%) Oozie
1 4 (100.00%) Impala
1 4 (100.00%) Hadoop
1 4 (100.00%) Apache Hive
1 4 (100.00%) Performance Optimisation
2 3 (75.00%) Matrix Organization
2 3 (75.00%) Business Analysis
2 3 (75.00%) Microsoft PowerPoint
2 3 (75.00%) MS Visio
2 3 (75.00%) ETL
2 3 (75.00%) Business Intelligence
3 1 (25.00%) Wireframes
3 1 (25.00%) Degree

Data Mining
Co-occurring IT Skills in Bedfordshire 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:

Applications
1 4 (100.00%) Microsoft Excel
2 3 (75.00%) Microsoft PowerPoint
2 3 (75.00%) MS Visio
Business Applications
1 4 (100.00%) Oracle Applications
2 1 (25.00%) Dynamics AX
2 1 (25.00%) Dynamics NAV
Database & Business Intelligence
1 4 (100.00%) Apache Hive
1 4 (100.00%) Big Data
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Hadoop
1 4 (100.00%) Impala
1 4 (100.00%) OLAP
1 4 (100.00%) Oracle OLAP
1 4 (100.00%) SQL Server
1 4 (100.00%) SQL Server 2008
1 4 (100.00%) SQL Server Analysis Services
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) SQL Server Reporting Services
1 4 (100.00%) Sqoop
2 1 (25.00%) Relational Database
General
1 1 (25.00%) Finance
Job Titles
1 4 (100.00%) Analyst
1 4 (100.00%) SQL Analyst
2 2 (50.00%) Big Data Analyst
2 2 (50.00%) Business Information Analyst
2 2 (50.00%) Business Intelligence Analyst
2 2 (50.00%) Business Systems Analyst
2 2 (50.00%) Information Analyst
2 2 (50.00%) Information Systems Analyst
2 2 (50.00%) SQL Data Analyst
2 2 (50.00%) Systems Analyst
3 1 (25.00%) ETL Analyst
3 1 (25.00%) OLAP Analyst
Processes & Methodologies
1 4 (100.00%) Analytics
1 4 (100.00%) Data Analysis
1 4 (100.00%) Performance Optimisation
2 3 (75.00%) Business Analysis
2 3 (75.00%) Business Intelligence
2 3 (75.00%) ETL
2 3 (75.00%) Matrix Organization
3 1 (25.00%) Data Mapping
3 1 (25.00%) Reverse Engineering
3 1 (25.00%) Wireframes
Programming Languages
1 4 (100.00%) SQL
1 4 (100.00%) T-SQL
Qualifications
1 1 (25.00%) Degree
Systems Management
1 4 (100.00%) Oozie
Vendors
1 4 (100.00%) Oracle
2 1 (25.00%) JD Edwards
2 1 (25.00%) SAP