Period
to 22 April 2018

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 22 April 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > East Midlands
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 212 223 195
Rank change year-on-year +11 -28 +40
Permanent jobs citing Data Mining 20 16 60
As % of all permanent IT jobs advertised in the East Midlands 0.38% 0.27% 0.94%
As % of the Database & Business Intelligence category 1.08% 0.85% 2.77%
Number of salaries quoted 15 11 60
East Midlands median annual salary £43,500 £33,000 £37,500
Median salary % change year-on-year +31.82% -12.00% -6.25%
10th Percentile £26,750 £31,250 £30,000
90th Percentile £53,250 £55,000 £60,000
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +15.18%

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 1,851 1,873 2,168
As % of all permanent IT jobs advertised in the East Midlands 35.13% 31.90% 33.93%
Number of salaries quoted 1,637 1,552 1,732
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £25,500
90th Percentile £57,500 £61,250 £55,475
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 22 April 2018.

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 22 April 2018. 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
Nottinghamshire +3 9 £35,500 +13.60%
Derbyshire - 6 £48,750 - 1
Leicestershire +14 3 £40,000 -20.00% 2
Northamptonshire -3 1 £62,500 +89.39% 1
Lincolnshire - 1 £28,500 -
Data Mining
England

For the 6 months to 22 April 2018, 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 20 (100.00%) SQL
2 16 (80.00%) Oracle
3 15 (75.00%) Algorithms
4 14 (70.00%) Agile Software Development
5 11 (55.00%) Degree
5 11 (55.00%) Java
6 10 (50.00%) Business Intelligence
6 10 (50.00%) Analytics
6 10 (50.00%) Hadoop
7 9 (45.00%) Machine Learning
7 9 (45.00%) Finance
7 9 (45.00%) Computer Science
8 8 (40.00%) Java EE
8 8 (40.00%) JPA
8 8 (40.00%) Banking
8 8 (40.00%) Spring
8 8 (40.00%) Maven
8 8 (40.00%) Hibernate
8 8 (40.00%) Scrum
8 8 (40.00%) Tomcat
8 8 (40.00%) J2EE
8 8 (40.00%) JUnit
8 8 (40.00%) PL/SQL
8 8 (40.00%) JBoss
8 8 (40.00%) Data Warehouse
8 8 (40.00%) JMS
8 8 (40.00%) HornetQ
8 8 (40.00%) WildFly
8 8 (40.00%) Fintech
8 8 (40.00%) Statistical Learning

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 8 (40.00%) JBoss
1 8 (40.00%) Tomcat
1 8 (40.00%) WildFly
2 7 (35.00%) Apache Spark
3 4 (20.00%) Apache Solr
4 1 (5.00%) SAS
Applications
1 1 (5.00%) SPSS
Database & Business Intelligence
1 10 (50.00%) Hadoop
2 8 (40.00%) Data Warehouse
3 6 (30.00%) Oracle Database
3 6 (30.00%) Oracle ODI
4 5 (25.00%) Oracle BI EE
5 4 (20.00%) Ingres
6 2 (10.00%) Oracle BI Publisher
6 2 (10.00%) Oracle Reports
7 1 (5.00%) Big Data
7 1 (5.00%) NoSQL
Development Applications
1 8 (40.00%) JUnit
1 8 (40.00%) Maven
2 4 (20.00%) ANTLR
2 4 (20.00%) Artifactory
2 4 (20.00%) Git (software)
2 4 (20.00%) Jenkins
2 4 (20.00%) Subversion
3 2 (10.00%) Oracle Forms
General
1 9 (45.00%) Finance
2 8 (40.00%) Banking
3 7 (35.00%) Retail Banking
4 1 (5.00%) Electronics
4 1 (5.00%) Financial Institution
4 1 (5.00%) Manufacturing
4 1 (5.00%) Marketing
4 1 (5.00%) Telecoms
Job Titles
1 10 (50.00%) Developer
2 8 (40.00%) Java Developer
3 6 (30.00%) Consultant
4 5 (25.00%) OBIEE Consultant
5 4 (20.00%) Senior Developer
5 4 (20.00%) Senior Java Developer
6 2 (10.00%) Business Intelligence Developer
6 2 (10.00%) Data Engineer
7 1 (5.00%) Analyst
7 1 (5.00%) Analytics Consultant
7 1 (5.00%) Business Analytics Consultant
7 1 (5.00%) Business Consultant
7 1 (5.00%) Business Intelligence Consultant
7 1 (5.00%) Data Scientist
7 1 (5.00%) Financial Analyst
7 1 (5.00%) JavaScript Developer
7 1 (5.00%) Junior
7 1 (5.00%) Junior Developer
7 1 (5.00%) Junior Java Developer
7 1 (5.00%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 8 (40.00%) Hibernate
1 8 (40.00%) HornetQ
1 8 (40.00%) J2EE
1 8 (40.00%) Java EE
1 8 (40.00%) JMS
1 8 (40.00%) JPA
1 8 (40.00%) Spring
2 4 (20.00%) AngularJS
2 4 (20.00%) CSS
2 4 (20.00%) Lucene
2 4 (20.00%) OSGi
2 4 (20.00%) Protocol Buffers
Miscellaneous
1 15 (75.00%) Algorithms
2 9 (45.00%) Computer Science
3 8 (40.00%) Fintech
4 7 (35.00%) Analytical Skills
5 4 (20.00%) SWIFT
Operating Systems
1 4 (20.00%) Linux
2 2 (10.00%) Unix
Processes & Methodologies
1 14 (70.00%) Agile Software Development
2 10 (50.00%) Analytics
2 10 (50.00%) Business Intelligence
3 9 (45.00%) Machine Learning
4 8 (40.00%) Scrum
4 8 (40.00%) Statistical Learning
5 7 (35.00%) Co-Creation
6 6 (30.00%) Business Analytics
6 6 (30.00%) Data Integration
6 6 (30.00%) SDLC
7 4 (20.00%) Technical Architecture
7 4 (20.00%) User Stories
8 2 (10.00%) Business Transformation
8 2 (10.00%) Data Analytics
8 2 (10.00%) Data Protection
8 2 (10.00%) Performance Tuning
8 2 (10.00%) Predictive Modelling
8 2 (10.00%) Software Engineering
8 2 (10.00%) Unit Testing
8 2 (10.00%) User Acceptance Testing
Programming Languages
1 20 (100.00%) SQL
2 11 (55.00%) Java
3 8 (40.00%) PL/SQL
4 5 (25.00%) Java 8
5 4 (20.00%) JavaScript
5 4 (20.00%) Python
6 1 (5.00%) R
Qualifications
1 11 (55.00%) Degree
2 1 (5.00%) Computer Science Degree
Quality Assurance & Compliance
1 4 (20.00%) QA
1 4 (20.00%) SEPA
Vendors
1 16 (80.00%) Oracle
2 7 (35.00%) Misys
3 6 (30.00%) Informatica
3 6 (30.00%) Talend
4 4 (20.00%) Google
5 1 (5.00%) SAP