Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > East Midlands
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 218 197 243
Rank change year-on-year -21 +46 +11
Permanent jobs citing Data Mining 19 26 17
As % of all permanent IT jobs advertised in the East Midlands 0.40% 0.52% 0.26%
As % of the Database & Business Intelligence category 1.22% 1.68% 0.85%
Number of salaries quoted 9 23 18
East Midlands median annual salary £32,748 £35,250 £41,000
Median salary % change year-on-year -7.10% -14.02% -25.45%
10th Percentile £26,050 £24,600 £26,250
90th Percentile £69,400 £43,750 £55,000
England median annual salary £54,000 £55,000 £50,000
% change year-on-year -1.82% +10.00% -

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 1,558 1,546 2,010
As % of all permanent IT jobs advertised in the East Midlands 33.09% 30.63% 31.07%
Number of salaries quoted 1,327 1,337 1,613
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 £66,250 £61,250 £60,000
England median annual salary £50,000 £50,000 £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 16 October 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 16 October 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
Northamptonshire -22 5 - - 1
Rutland - 5 - - 1
Derbyshire - 4 £59,000 -
Nottinghamshire +21 3 £28,500 - 1
Leicestershire -10 2 £31,575 -25.71%
Data Mining
England

For the 6 months to 16 October 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 13 (68.42%) Analytics
2 12 (63.16%) Retail
2 12 (63.16%) Degree
3 11 (57.89%) Business Intelligence
4 10 (52.63%) Marketing
5 9 (47.37%) Multichannel Retail
6 8 (42.11%) Finance
7 7 (36.84%) Predictive Modelling
7 7 (36.84%) Data Science
7 7 (36.84%) Analytical Skills
8 6 (31.58%) Data Analysis
8 6 (31.58%) SQL
8 6 (31.58%) Microsoft Excel
9 5 (26.32%) E-Commerce
9 5 (26.32%) VBA
9 5 (26.32%) Artificial Intelligence
9 5 (26.32%) Economics
9 5 (26.32%) Direct Marketing
9 5 (26.32%) Mathematics
9 5 (26.32%) Physics
9 5 (26.32%) Business Development
9 5 (26.32%) Demand Forecasting
9 5 (26.32%) Customer Analytics
9 5 (26.32%) Root Cause Analysis
9 5 (26.32%) Decision-Making
9 5 (26.32%) Problem-Solving
9 5 (26.32%) Business Forecasting
10 4 (21.05%) Customer-Centricity
10 4 (21.05%) Digital Transformation Programme
10 4 (21.05%) Machine 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 2 (10.53%) Apache Spark
2 1 (5.26%) SAS
Applications
1 6 (31.58%) Microsoft Excel
Cloud Services
1 2 (10.53%) Microsoft Azure
Database & Business Intelligence
1 4 (21.05%) Data Warehouse
2 3 (15.79%) Big Data
2 3 (15.79%) Power BI
3 2 (10.53%) Data Lake
3 2 (10.53%) Hadoop
3 2 (10.53%) SQL Server
4 1 (5.26%) Apache Hive
4 1 (5.26%) NoSQL
4 1 (5.26%) Oracle BI EE
4 1 (5.26%) Oracle BI Publisher
4 1 (5.26%) Oracle Database
4 1 (5.26%) Oracle ODI
4 1 (5.26%) Oracle Reports
4 1 (5.26%) QlikView
4 1 (5.26%) SQL Server Integration Services
4 1 (5.26%) SQL Server Reporting Services
4 1 (5.26%) Text Mining
Development Applications
1 1 (5.26%) Oracle Forms
1 1 (5.26%) SQL Server Management Studio (SSMS)
General
1 12 (63.16%) Retail
2 10 (52.63%) Marketing
3 8 (42.11%) Finance
Job Titles
1 8 (42.11%) Analyst
2 6 (31.58%) Senior Analyst
3 5 (26.32%) Business Analyst
3 5 (26.32%) Consultant
3 5 (26.32%) Senior Business Analyst
4 4 (21.05%) Analytics Consultant
4 4 (21.05%) Data Consultant
5 2 (10.53%) Developer
5 2 (10.53%) Head of Analytics
5 2 (10.53%) Head of Data Analytics
6 1 (5.26%) Business Intelligence Developer
6 1 (5.26%) Business Systems Analyst
6 1 (5.26%) Coordinator
6 1 (5.26%) CRM Analyst
6 1 (5.26%) Data Analyst
6 1 (5.26%) Insight Analyst
6 1 (5.26%) Marketing Analyst
6 1 (5.26%) Python Developer
6 1 (5.26%) Software Developer
6 1 (5.26%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) ASP.NET
1 1 (5.26%) Kafka
1 1 (5.26%) Natural Language Processing
1 1 (5.26%) PySpark
Miscellaneous
1 7 (36.84%) Analytical Skills
2 4 (21.05%) Data Structures
3 3 (15.79%) Algorithms
4 2 (10.53%) Management Information System
5 1 (5.26%) Mashup
5 1 (5.26%) Self-Motivation
Operating Systems
1 2 (10.53%) Unix
Processes & Methodologies
1 13 (68.42%) Analytics
2 11 (57.89%) Business Intelligence
3 9 (47.37%) Multichannel Retail
4 7 (36.84%) Data Science
4 7 (36.84%) Predictive Modelling
5 6 (31.58%) Data Analysis
6 5 (26.32%) Artificial Intelligence
6 5 (26.32%) Business Development
6 5 (26.32%) Business Forecasting
6 5 (26.32%) Customer Analytics
6 5 (26.32%) Decision-Making
6 5 (26.32%) Demand Forecasting
6 5 (26.32%) Direct Marketing
6 5 (26.32%) E-Commerce
6 5 (26.32%) Economics
6 5 (26.32%) Mathematics
6 5 (26.32%) Physics
6 5 (26.32%) Problem-Solving
6 5 (26.32%) Root Cause Analysis
7 4 (21.05%) SDLC
Programming Languages
1 6 (31.58%) SQL
2 5 (26.32%) VBA
3 2 (10.53%) PL/SQL
3 2 (10.53%) Python
4 1 (5.26%) C++
4 1 (5.26%) PHP
4 1 (5.26%) T-SQL
4 1 (5.26%) VB.NET
Qualifications
1 12 (63.16%) Degree
Vendors
1 2 (10.53%) Oracle
2 1 (5.26%) Informatica
2 1 (5.26%) Microsoft
2 1 (5.26%) Tableau
2 1 (5.26%) Talend