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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 170 181 165
Rank change year-on-year
+11 -16
Permanent jobs citing Data Mining 10 7 25
As % of all permanent IT jobs located in the East Midlands 0.31% 0.19% 0.66%
As % of the Database & Business Intelligence category 0.95% 0.54% 1.92%
Number of salaries quoted 10 5 23
Median salary £35,000 £37,500 £50,000
Median salary % change year-on-year
-6.66% -25.00%
90% offered a salary of more than £34,000 £31,400 £26,500
10% offered a salary of more than £55,150 £52,000 £57,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
England

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
1049 1289 1301
As % of all permanent IT jobs located in the East Midlands 32.41% 34.27% 34.12%
Number of salaries quoted 834 1092 1155
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £30,000 £30,000 £27,000
10% offered a salary of more than £57,500 £50,000 £50,250
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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
Salary Histogram in the East Midlands

This chart provides a salary histogram for IT jobs citing Data Mining across the East Midlands region over the 3 months to 25 June 2016.

Data Mining Salary Histogram 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 25 June 2016. 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
(Click see detailed
statistics and trends)
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
Northamptonshire +15 7 £35,000 -26.31%
Nottinghamshire +8 3 £55,000 +54.92%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the East Midlands

For the 6 months to 25 June 2016, 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 51 (82.26%) Business Intelligence
2 36 (58.06%) SQL
3 35 (56.45%) Visualisation
4 32 (51.61%) Analytical Skills
5 31 (50.00%) Analytics
6 30 (48.39%) Data Visualisation
7 27 (43.55%) Statistical Analysis
8 26 (41.94%) QA
8 26 (41.94%) Stakeholder Engagement
8 26 (41.94%) JavaScript
9 20 (32.26%) VBA
9 20 (32.26%) SQL Server
9 20 (32.26%) MS Access
10 19 (30.65%) ETL
11 16 (25.81%) Data Warehouse
11 16 (25.81%) SQL Server Integration Services
12 15 (24.19%) R
13 12 (19.35%) Statistics
14 11 (17.74%) SQL Server 2008
15 10 (16.13%) Data Integration
15 10 (16.13%) SQL Server 2012
15 10 (16.13%) Data Modelling
16 8 (12.90%) Agile Software Development
16 8 (12.90%) Finance
17 6 (9.68%) SQL Server Reporting Services
17 6 (9.68%) Microsoft
17 6 (9.68%) MATLAB
17 6 (9.68%) SQL Server Analysis Services
18 5 (8.06%) Process Improvement
18 5 (8.06%) Data Quality

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 (4.84%) Apache Pig
1 3 (4.84%) SAS
2 1 (1.61%) SharePoint
2 1 (1.61%) SharePoint Server
Applications
1 3 (4.84%) MS Excel
2 2 (3.23%) MS Office
Communications & Networking
1 1 (1.61%) DNS
1 1 (1.61%) Unified Communications
Database & Business Intelligence
1 20 (32.26%) MS Access
1 20 (32.26%) SQL Server
2 16 (25.81%) Data Warehouse
2 16 (25.81%) SQL Server Integration Services
3 11 (17.74%) SQL Server 2008
4 10 (16.13%) SQL Server 2012
5 6 (9.68%) SQL Server Analysis Services
5 6 (9.68%) SQL Server Reporting Services
6 5 (8.06%) BusinessObjects
6 5 (8.06%) Power BI
6 5 (8.06%) Relational Database
6 5 (8.06%) SAP BI
6 5 (8.06%) SAP HANA
7 3 (4.84%) Hadoop
7 3 (4.84%) HBase
7 3 (4.84%) SAP BW
8 2 (3.23%) Big Data
9 1 (1.61%) Enterprise Data Warehouse
9 1 (1.61%) Microsoft Power View
9 1 (1.61%) PowerPivot
Development Applications
1 1 (1.61%) Team Foundation Server
General
1 8 (12.90%) Finance
2 5 (8.06%) Law
2 5 (8.06%) Legal
3 3 (4.84%) Pharmaceutical
4 1 (1.61%) Billing
4 1 (1.61%) Marketing
4 1 (1.61%) Telecoms
Job Titles
1 47 (75.81%) Developer
2 17 (27.42%) SQL Developer
3 11 (17.74%) Business Intelligence Developer
4 10 (16.13%) SQL BI Developer
4 10 (16.13%) SQL Server BI Developer
4 10 (16.13%) SQL Server Developer
4 10 (16.13%) SSIS Developer
5 6 (9.68%) Analyst
5 6 (9.68%) JavaScript Developer
6 5 (8.06%) Business Developer
6 5 (8.06%) Business Intelligence Analyst
6 5 (8.06%) Business Objects Developer
6 5 (8.06%) SAP Developer
6 5 (8.06%) SAP HANA Developer
6 5 (8.06%) SQL Analyst
6 5 (8.06%) SQL Server Analyst
7 4 (6.45%) Data Warehouse Developer
8 2 (3.23%) Data Scientist
9 1 (1.61%) DevOps Engineer
9 1 (1.61%) IT Infrastructure Manager
Libraries, Frameworks & Software Standards
1 1 (1.61%) OpenCL
1 1 (1.61%) OpenCV
Miscellaneous
1 35 (56.45%) Visualisation
2 32 (51.61%) Analytical Skills
3 12 (19.35%) Statistics
4 10 (16.13%) Data Integration
5 5 (8.06%) Management Information System
6 4 (6.45%) Algorithms
7 2 (3.23%) Mathematics
8 1 (1.61%) CUDA
8 1 (1.61%) Data Centre
8 1 (1.61%) Field-Programmable Gate Array
8 1 (1.61%) Replication
8 1 (1.61%) User Experience
Operating Systems
1 1 (1.61%) Linux
Processes & Methodologies
1 51 (82.26%) Business Intelligence
2 31 (50.00%) Analytics
3 30 (48.39%) Data Visualisation
4 27 (43.55%) Statistical Analysis
5 26 (41.94%) Stakeholder Engagement
6 19 (30.65%) ETL
7 10 (16.13%) Data Modelling
8 8 (12.90%) Agile Software Development
9 5 (8.06%) Dashboard Development
9 5 (8.06%) Machine Learning
9 5 (8.06%) Process Improvement
10 3 (4.84%) Continuous Improvement
10 3 (4.84%) Logistics
10 3 (4.84%) MapReduce
10 3 (4.84%) Monte Carlo Method
10 3 (4.84%) Statistical Modelling
11 2 (3.23%) Data Analysis
11 2 (3.23%) ITIL
11 2 (3.23%) Service Management
11 2 (3.23%) Trend Analysis
Programming Languages
1 36 (58.06%) SQL
2 26 (41.94%) JavaScript
3 20 (32.26%) VBA
4 15 (24.19%) R
5 6 (9.68%) MATLAB
6 5 (8.06%) C
6 5 (8.06%) C++
7 4 (6.45%) Java
7 4 (6.45%) PHP
7 4 (6.45%) PL/SQL
7 4 (6.45%) Python
8 3 (4.84%) Go
9 1 (1.61%) Bash Shell
9 1 (1.61%) C#
9 1 (1.61%) Data Analysis Expressions (DAX)
9 1 (1.61%) Perl
9 1 (1.61%) Tcl
Qualifications
1 2 (3.23%) PhD
Quality Assurance & Compliance
1 26 (41.94%) QA
2 5 (8.06%) Data Quality
Vendors
1 6 (9.68%) Microsoft
2 5 (8.06%) Informatica
2 5 (8.06%) SAP
3 2 (3.23%) BMC
3 2 (3.23%) SIMUL8
3 2 (3.23%) SolarWinds
4 1 (1.61%) Tableau