The table below looks at the statistics for Data Mining skills in IT jobs advertised for the East Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / East Midlands
Rank 158 129 148
Rank change year-on-year
-29 +19
Permanent jobs citing Data Mining 3 33 17
As % of all permanent IT jobs located in the East Midlands 0.10% 1.06% 0.54%
As % of the Database & Business Intelligence category 0.33% 3.23% 1.52%
Number of salaries quoted 1 33 3
Median salary £32,500 £42,000 £45,000
Median salary % change year-on-year
-22.61% -6.66%
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the East Midlands region.

Database & Business Intelligence Category
East Midlands
Permanent IT job ads with a match in the
Database & Business Intelligence category
905 1023 1116
As % of all permanent IT jobs located in the East Midlands 31.25% 32.94% 35.15%
Number of salaries quoted 743 805 955
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £52,500 £50,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in the East Midlands

The demand trend of job ads across the East Midlands region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend 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 across the East Midlands region.

Data Mining Salary Trend 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 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire -16 3 £32,500 -35.00% 3
Data Mining
England

Data Mining
Top 30 Related IT Skills in the East Midlands

For the 6 months to 27 February 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 East Midlands region with a requirement for Data Mining.

1 12 (80.00%) Degree
2 10 (66.67%) SQL
3 7 (46.67%) Analytics
4 6 (40.00%) Analytical Skills
4 6 (40.00%) Computer Science
5 5 (33.33%) Mathematics
5 5 (33.33%) Software Engineering
5 5 (33.33%) JavaScript
5 5 (33.33%) PHP
5 5 (33.33%) MySQL
6 4 (26.67%) Python
6 4 (26.67%) Physics
6 4 (26.67%) R
6 4 (26.67%) Algorithms
6 4 (26.67%) Machine Learning
7 3 (20.00%) Responsive Web Design
7 3 (20.00%) Sass
7 3 (20.00%) LESS
7 3 (20.00%) Web Development
7 3 (20.00%) User Experience
7 3 (20.00%) CSS3
7 3 (20.00%) HTML5
7 3 (20.00%) jQuery
7 3 (20.00%) Web Design
7 3 (20.00%) CRM
7 3 (20.00%) E-Commerce
7 3 (20.00%) ColdFusion
7 3 (20.00%) CSS
7 3 (20.00%) HTML
8 2 (13.33%) VBA

Data Mining
Top Related 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 3 (20.00%) ColdFusion
2 2 (13.33%) SAS
3 1 (6.67%) Apache
3 1 (6.67%) Apache Spark
Cloud Services
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 5 (33.33%) MySQL
2 2 (13.33%) Data Warehouse
3 1 (6.67%) Big Data
3 1 (6.67%) Oracle BI Publisher
3 1 (6.67%) Oracle Database
3 1 (6.67%) Oracle Reports
3 1 (6.67%) RDBMS
3 1 (6.67%) Relational Database
3 1 (6.67%) SQL Server
3 1 (6.67%) SQL Server 2008
Development Applications
1 1 (6.67%) Oracle Forms
1 1 (6.67%) Visual Studio
General
1 2 (13.33%) Finance
2 1 (6.67%) Publishing
Job Titles
1 5 (33.33%) Analyst
2 4 (26.67%) Data Scientist
2 4 (26.67%) Developer
3 3 (20.00%) Web Developer
4 2 (13.33%) Business Analyst
4 2 (13.33%) Development Engineer
4 2 (13.33%) SAS Analyst
4 2 (13.33%) Senior Analyst
4 2 (13.33%) Senior Business Analyst
4 2 (13.33%) Software Development Engineer
4 2 (13.33%) Software Engineer
5 1 (6.67%) Business Intelligence Analyst
5 1 (6.67%) Business Intelligence Developer
5 1 (6.67%) JavaScript Developer
5 1 (6.67%) MySQL Developer
5 1 (6.67%) PHP Developer
5 1 (6.67%) PHP MySQL Developer
5 1 (6.67%) PHP Web Developer
Libraries, Frameworks & Software Standards
1 3 (20.00%) CSS
1 3 (20.00%) CSS3
1 3 (20.00%) HTML
1 3 (20.00%) HTML5
1 3 (20.00%) jQuery
1 3 (20.00%) LESS
1 3 (20.00%) Sass
2 1 (6.67%) .NET
Miscellaneous
1 6 (40.00%) Analytical Skills
1 6 (40.00%) Computer Science
2 4 (26.67%) Algorithms
3 3 (20.00%) User Experience
4 2 (13.33%) Credit Risk
Operating Systems
1 1 (6.67%) Unix
Processes & Methodologies
1 7 (46.67%) Analytics
2 5 (33.33%) Mathematics
2 5 (33.33%) Software Engineering
3 4 (26.67%) Machine Learning
3 4 (26.67%) Physics
4 3 (20.00%) CRM
4 3 (20.00%) E-Commerce
4 3 (20.00%) Responsive Web Design
4 3 (20.00%) Web Design
4 3 (20.00%) Web Development
5 2 (13.33%) Business Forecasting
5 2 (13.33%) Business Intelligence
5 2 (13.33%) Change Management
5 2 (13.33%) OO
5 2 (13.33%) OO PHP
5 2 (13.33%) Process Improvement
6 1 (6.67%) Data Visualisation
6 1 (6.67%) ETL Development
6 1 (6.67%) Exploratory Analysis
6 1 (6.67%) SDLC
Programming Languages
1 10 (66.67%) SQL
2 5 (33.33%) JavaScript
2 5 (33.33%) PHP
3 4 (26.67%) Python
3 4 (26.67%) R
4 2 (13.33%) VBA
5 1 (6.67%) C
5 1 (6.67%) C#
5 1 (6.67%) C++
5 1 (6.67%) Java
5 1 (6.67%) MATLAB
5 1 (6.67%) PL/SQL
5 1 (6.67%) T-SQL
Qualifications
1 12 (80.00%) Degree
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
1 1 (6.67%) PMO
Vendors
1 2 (13.33%) Oracle
2 1 (6.67%) Microsoft
2 1 (6.67%) Tableau
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