Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
East of England > Bedfordshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 93 119 124
Rank change year-on-year +26 +5 +23
Permanent jobs citing Data Mining 2 1 13
As % of all permanent IT jobs advertised in Bedfordshire 0.18% 0.062% 0.66%
As % of the Database & Business Intelligence category 0.72% 0.24% 2.59%
Number of salaries quoted 2 1 13
Bedfordshire median annual salary £34,000 £43,000 £37,500
Median salary % change year-on-year -20.93% +14.67% -31.82%
East of England median annual salary £39,000 £45,000 £45,000
% change year-on-year -13.33% - -

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedfordshire
Permanent vacancies with a requirement for database or business intelligence skills 279 414 501
As % of all permanent IT jobs advertised in Bedfordshire 25.23% 25.78% 25.55%
Number of salaries quoted 220 365 452
Bedfordshire median annual salary £45,000 £49,000 £46,000
Median salary % change year-on-year -8.16% +6.52% +2.22%
10th Percentile £31,250 £32,500 £32,500
90th Percentile £70,250 £62,500 £60,000
East of England median annual salary £45,000 £45,000 £45,000

Data Mining
Job Vacancy Trend in Bedfordshire

Job postings citing Data Mining as a percentage of all IT jobs advertised in Bedfordshire.

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
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Mining in Bedfordshire over the 6 months to 21 November 2017.

Salary histogram 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +15 1 £40,000 -6.98%
Bedford - 1 £28,000 -
Data Mining
East of England

For the 6 months to 21 November 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 2 (100.00%) SQL
1 2 (100.00%) Analytical Skills
2 1 (50.00%) T-SQL
2 1 (50.00%) OLAP
2 1 (50.00%) Microsoft Excel
2 1 (50.00%) SharePoint
2 1 (50.00%) Data Warehouse
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) RDBMS
2 1 (50.00%) Data Analysis
2 1 (50.00%) Project Planning
2 1 (50.00%) SQL Server Analysis Services
2 1 (50.00%) Hadoop
2 1 (50.00%) Apache Hive
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Big Data
2 1 (50.00%) Oozie
2 1 (50.00%) Relational Database
2 1 (50.00%) Impala

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:

Application Platforms
1 1 (50.00%) SharePoint
Applications
1 1 (50.00%) Microsoft Excel
Database & Business Intelligence
1 1 (50.00%) Apache Hive
1 1 (50.00%) Big Data
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Hadoop
1 1 (50.00%) Impala
1 1 (50.00%) OLAP
1 1 (50.00%) RDBMS
1 1 (50.00%) Relational Database
1 1 (50.00%) SQL Server Analysis Services
Job Titles
1 2 (100.00%) Analyst
2 1 (50.00%) Business Analyst
2 1 (50.00%) Business Information Analyst
2 1 (50.00%) Business Intelligence Analyst
2 1 (50.00%) Information Analyst
2 1 (50.00%) Junior
2 1 (50.00%) Junior Analyst
2 1 (50.00%) Junior Business Analyst
Miscellaneous
1 2 (100.00%) Analytical Skills
Processes & Methodologies
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Continuous Improvement
1 1 (50.00%) Data Analysis
1 1 (50.00%) ETL
1 1 (50.00%) Project Planning
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) T-SQL
Systems Management
1 1 (50.00%) Oozie