Period
to 26 April 2019

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 26 April 2019 with a comparison to the same period in the previous 2 years.

Data Mining
England > East Midlands
6 months to
26 Apr 2019
Same period 2018 Same period 2017
Rank 203 214 220
Rank change year-on-year +11 +6 -23
Permanent jobs citing Data Mining 3 21 15
As % of all permanent IT jobs advertised in the East Midlands 0.073% 0.40% 0.26%
As % of the Database & Business Intelligence category 0.24% 1.13% 0.81%
Number of salaries quoted 3 16 9
East Midlands median annual salary £45,000 £45,500 £33,000
Median salary % change year-on-year -1.10% +37.88% -12.00%
10th Percentile £31,400 £26,750 £30,500
90th Percentile £51,000 £53,125 £39,350
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -4.55%

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,246 1,858 1,842
As % of all permanent IT jobs advertised in the East Midlands 30.41% 35.43% 31.62%
Number of salaries quoted 928 1,642 1,527
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £26,250
90th Percentile £62,500 £58,625 £61,250
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Data Mining
Job Vacancy Trend in the East Midlands

Job postings citing Data Mining as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Mining in the East Midlands

Data Mining
Salary Trend in the East Midlands

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

Salary trend for Data Mining in the East Midlands

Data Mining
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Mining in the East Midlands over the 6 months to 26 April 2019.

Salary histogram for Data Mining in the East Midlands

Data Mining
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the East Midlands region over the 6 months to 26 April 2019. 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
Lincolnshire +19 1 £50,000 +75.44%
Nottinghamshire +18 1 £45,000 +26.76% 1
Leicestershire -21 1 £28,000 -30.00%
Data Mining
England

For the 6 months to 26 April 2019, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Midlands region with a requirement for Data Mining.

1 3 (100.00%) SQL
2 2 (66.67%) Analytics
2 2 (66.67%) Degree
2 2 (66.67%) Machine Learning
3 1 (33.33%) Data Analytics
3 1 (33.33%) Business Analytics
3 1 (33.33%) AngularJS
3 1 (33.33%) Java
3 1 (33.33%) JavaScript
3 1 (33.33%) Computer Science
3 1 (33.33%) QA
3 1 (33.33%) JPA
3 1 (33.33%) Apache Solr
3 1 (33.33%) ANTLR
3 1 (33.33%) NoSQL
3 1 (33.33%) SWIFT
3 1 (33.33%) R
3 1 (33.33%) Data Quality
3 1 (33.33%) Protocol Buffers
3 1 (33.33%) Artifactory
3 1 (33.33%) Jenkins
3 1 (33.33%) User Stories
3 1 (33.33%) HornetQ
3 1 (33.33%) Deep Learning
3 1 (33.33%) Analytical Skills
3 1 (33.33%) Apache Spark
3 1 (33.33%) Algorithms
3 1 (33.33%) WildFly
3 1 (33.33%) SEPA
3 1 (33.33%) TensorFlow

Data Mining
Co-occurring IT Skills in the East Midlands 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 (33.33%) Apache Solr
1 1 (33.33%) Apache Spark
1 1 (33.33%) JBoss
1 1 (33.33%) Tomcat
1 1 (33.33%) WildFly
Applications
1 1 (33.33%) Microsoft Excel
Database & Business Intelligence
1 1 (33.33%) Data Warehouse
1 1 (33.33%) Electronic Patient Records
1 1 (33.33%) Ingres
1 1 (33.33%) NoSQL
1 1 (33.33%) Power BI
Development Applications
1 1 (33.33%) ANTLR
1 1 (33.33%) Artifactory
1 1 (33.33%) Jenkins
1 1 (33.33%) JUnit
1 1 (33.33%) Maven
General
1 1 (33.33%) Banking
1 1 (33.33%) Finance
1 1 (33.33%) Retail Banking
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Data Analyst
1 1 (33.33%) Data Scientist
1 1 (33.33%) Developer
1 1 (33.33%) Java Developer
1 1 (33.33%) Senior Developer
1 1 (33.33%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) AngularJS
1 1 (33.33%) CSS
1 1 (33.33%) Hibernate
1 1 (33.33%) HornetQ
1 1 (33.33%) J2EE
1 1 (33.33%) Java EE
1 1 (33.33%) JMS
1 1 (33.33%) JPA
1 1 (33.33%) Lucene
1 1 (33.33%) Protocol Buffers
1 1 (33.33%) Spring
1 1 (33.33%) TensorFlow
Miscellaneous
1 1 (33.33%) Algorithms
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Fintech
1 1 (33.33%) SWIFT
Processes & Methodologies
1 2 (66.67%) Analytics
1 2 (66.67%) Machine Learning
2 1 (33.33%) Agile Software Development
2 1 (33.33%) Business Analytics
2 1 (33.33%) Business Intelligence
2 1 (33.33%) Computer Science
2 1 (33.33%) Data Analytics
2 1 (33.33%) Data Development
2 1 (33.33%) Data Management
2 1 (33.33%) Data Science
2 1 (33.33%) Deep Learning
2 1 (33.33%) Epics
2 1 (33.33%) ETL
2 1 (33.33%) Statistical Learning
2 1 (33.33%) Technical Architecture
2 1 (33.33%) User Stories
Programming Languages
1 3 (100.00%) SQL
2 1 (33.33%) Java
2 1 (33.33%) Java 8
2 1 (33.33%) JavaScript
2 1 (33.33%) Python
2 1 (33.33%) R
2 1 (33.33%) VBA
Qualifications
1 2 (66.67%) Degree
2 1 (33.33%) Master's Degree
2 1 (33.33%) PhD
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
1 1 (33.33%) QA
1 1 (33.33%) SEPA
Vendors
1 1 (33.33%) Databricks
1 1 (33.33%) Google
1 1 (33.33%) Oracle