Period
to 21 July 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > East Midlands
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 207 206 212
Rank change year-on-year -1 +6 +49
Permanent jobs citing Data Mining 23 30 47
As % of all permanent IT jobs advertised in the East Midlands 0.45% 0.54% 0.72%
As % of the Database & Business Intelligence category 1.29% 1.76% 2.19%
Number of salaries quoted 18 22 47
East Midlands median annual salary £43,000 £33,000 £35,000
Median salary % change year-on-year +30.30% -5.71% -26.32%
10th Percentile £26,750 £24,550 £30,000
90th Percentile £52,875 £39,000 £60,000
England median annual salary £55,000 £55,000 £55,000

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 1,783 1,706 2,142
As % of all permanent IT jobs advertised in the East Midlands 34.72% 30.48% 32.85%
Number of salaries quoted 1,548 1,438 1,722
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £60,000 £60,000 £56,250
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 21 July 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 21 July 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 +9 11 £30,500 -6.15% 1
Derbyshire - 8 £48,750 -
Leicestershire - 2 £31,575 - 2
Northamptonshire -32 1 £62,500 +89.39%
Lincolnshire - 1 £28,500 -
Data Mining
England

For the 6 months to 21 July 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 22 (95.65%) SQL
2 17 (73.91%) Oracle
3 16 (69.57%) Algorithms
4 15 (65.22%) Agile Software Development
5 12 (52.17%) Business Intelligence
5 12 (52.17%) Degree
6 11 (47.83%) Data Warehouse
7 9 (39.13%) Finance
7 9 (39.13%) PL/SQL
7 9 (39.13%) Computer Science
7 9 (39.13%) Machine Learning
7 9 (39.13%) Analytics
7 9 (39.13%) SDLC
8 8 (34.78%) HornetQ
8 8 (34.78%) WildFly
8 8 (34.78%) Analytical Skills
8 8 (34.78%) Fintech
8 8 (34.78%) Statistical Learning
8 8 (34.78%) Java EE
8 8 (34.78%) JPA
8 8 (34.78%) Hadoop
8 8 (34.78%) Java
8 8 (34.78%) JUnit
8 8 (34.78%) J2EE
8 8 (34.78%) JMS
8 8 (34.78%) Tomcat
8 8 (34.78%) JBoss
8 8 (34.78%) Hibernate
8 8 (34.78%) Scrum
8 8 (34.78%) Banking

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 (34.78%) JBoss
1 8 (34.78%) Tomcat
1 8 (34.78%) WildFly
2 7 (30.43%) Apache Spark
3 4 (17.39%) Apache Solr
4 2 (8.70%) SAS
Applications
1 1 (4.35%) Microsoft Excel
1 1 (4.35%) SPSS
Database & Business Intelligence
1 11 (47.83%) Data Warehouse
2 8 (34.78%) Hadoop
3 7 (30.43%) Oracle ODI
4 6 (26.09%) Oracle BI EE
4 6 (26.09%) Oracle Database
5 4 (17.39%) Ingres
6 2 (8.70%) Oracle BI Publisher
6 2 (8.70%) Oracle Reports
6 2 (8.70%) SQL Server
7 1 (4.35%) Big Data
7 1 (4.35%) Power BI
7 1 (4.35%) QlikView
7 1 (4.35%) SQL Server Integration Services
7 1 (4.35%) SQL Server Reporting Services
Development Applications
1 8 (34.78%) JUnit
1 8 (34.78%) Maven
2 4 (17.39%) ANTLR
2 4 (17.39%) Artifactory
2 4 (17.39%) Git (software)
2 4 (17.39%) Jenkins
2 4 (17.39%) Subversion
3 2 (8.70%) Oracle Forms
4 1 (4.35%) SQL Server Management Studio (SSMS)
General
1 9 (39.13%) Finance
2 8 (34.78%) Banking
3 7 (30.43%) Retail Banking
4 2 (8.70%) Marketing
5 1 (4.35%) Electronics
5 1 (4.35%) Financial Institution
5 1 (4.35%) Manufacturing
5 1 (4.35%) Retail
5 1 (4.35%) Telecoms
Job Titles
1 11 (47.83%) Developer
2 8 (34.78%) Java Developer
3 7 (30.43%) Consultant
4 6 (26.09%) OBIEE Consultant
5 4 (17.39%) Analyst
5 4 (17.39%) Senior Developer
5 4 (17.39%) Senior Java Developer
6 2 (8.70%) Business Intelligence Developer
7 1 (4.35%) Business Consultant
7 1 (4.35%) CRM Analyst
7 1 (4.35%) Data Insight Analyst
7 1 (4.35%) Financial Analyst
7 1 (4.35%) Insight Analyst
7 1 (4.35%) Insight Data Analyst
7 1 (4.35%) JavaScript Developer
7 1 (4.35%) Junior Developer
7 1 (4.35%) Marketing Analyst
7 1 (4.35%) Python Developer
7 1 (4.35%) Senior Insight Analyst
7 1 (4.35%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 8 (34.78%) Hibernate
1 8 (34.78%) HornetQ
1 8 (34.78%) J2EE
1 8 (34.78%) Java EE
1 8 (34.78%) JMS
1 8 (34.78%) JPA
1 8 (34.78%) Spring
2 4 (17.39%) AngularJS
2 4 (17.39%) CSS
2 4 (17.39%) Lucene
2 4 (17.39%) OSGi
2 4 (17.39%) Protocol Buffers
3 1 (4.35%) .NET
3 1 (4.35%) ASP.NET
Miscellaneous
1 16 (69.57%) Algorithms
2 9 (39.13%) Computer Science
3 8 (34.78%) Analytical Skills
3 8 (34.78%) Fintech
4 4 (17.39%) SWIFT
5 2 (8.70%) Management Information System
6 1 (4.35%) Mashup
6 1 (4.35%) Self-Motivation
Operating Systems
1 4 (17.39%) Linux
2 2 (8.70%) Unix
Processes & Methodologies
1 15 (65.22%) Agile Software Development
2 12 (52.17%) Business Intelligence
3 9 (39.13%) Analytics
3 9 (39.13%) Machine Learning
3 9 (39.13%) SDLC
4 8 (34.78%) Scrum
4 8 (34.78%) Statistical Learning
5 7 (30.43%) Business Analytics
5 7 (30.43%) Co-Creation
5 7 (30.43%) Data Integration
6 5 (21.74%) Data Analysis
7 4 (17.39%) Technical Architecture
7 4 (17.39%) User Stories
8 3 (13.04%) Data Protection
9 2 (8.70%) Performance Tuning
9 2 (8.70%) Predictive Modelling
9 2 (8.70%) Software Engineering
9 2 (8.70%) Statistical Analysis
9 2 (8.70%) Unit Testing
9 2 (8.70%) User Acceptance Testing
Programming Languages
1 22 (95.65%) SQL
2 9 (39.13%) PL/SQL
3 8 (34.78%) Java
4 5 (21.74%) Java 8
5 4 (17.39%) JavaScript
6 2 (8.70%) Python
7 1 (4.35%) C++
7 1 (4.35%) PHP
7 1 (4.35%) T-SQL
7 1 (4.35%) VB.NET
Qualifications
1 12 (52.17%) Degree
2 1 (4.35%) Computer Science Degree
Quality Assurance & Compliance
1 4 (17.39%) QA
1 4 (17.39%) SEPA
Vendors
1 17 (73.91%) Oracle
2 7 (30.43%) Informatica
2 7 (30.43%) Misys
2 7 (30.43%) Talend
3 4 (17.39%) Google
4 1 (4.35%) Microsoft
4 1 (4.35%) SAP
4 1 (4.35%) Tableau