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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 9 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 128 150 194
Rank change year-on-year
+22 +44
Permanent jobs citing Data Mining 42 23 5
As % of all permanent IT jobs located in the East Midlands 1.32% 0.72% 0.14%
As % of the Database & Business Intelligence category 3.86% 2.04% 0.35%
Number of salaries quoted 35 8 5
Average salary £50,000 £57,500 £31,500
Average salary % change year-on-year
-13.04% +82.53%
90% offered a salary of more than £30,000 £40,000 £27,250
10% offered a salary of more than £54,000 £57,500 £35,500
UK excluding London average salary £47,000 £42,500 £37,500
% change year-on-year
+10.58% +13.33%
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
1087 1125 1423
As % of all permanent IT jobs located in the East Midlands 34.28% 35.24% 39.49%
Number of salaries quoted 858 966 1225
Average salary £42,000 £40,000 £40,000
Average salary % change year-on-year
+5.00% -
90% offered a salary of more than £27,100 £28,500 £27,500
10% offered a salary of more than £54,000 £50,000 £50,600
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in the East Midlands

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the East Midlands region as a proportion of the total demand within 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 9 February 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 average salaries quoted in IT jobs citing Data Mining within the East Midlands region over the 3 months to 9 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +7 21 £50,000 +11.11%
Northamptonshire +6 9 £30,000 -33.33%
Derbyshire +4 8 £54,000 -6.08%
Leicestershire +1 3 £42,000 -26.95%
Data Mining
England

Data Mining
Top 30 Related IT Skills in the East Midlands

For the 6 months to 9 February 2016, IT jobs across the East Midlands region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 40 (58.82%) Business Intelligence
2 29 (42.65%) SQL
3 26 (38.24%) ETL
4 23 (33.82%) SQL Server
5 20 (29.41%) Finance
6 19 (27.94%) Data Warehouse
6 19 (27.94%) SQL Server 2008
7 17 (25.00%) Management Information System
7 17 (25.00%) SQL Server Integration Services
8 16 (23.53%) Data Integration
9 15 (22.06%) R
9 15 (22.06%) Analytical Skills
9 15 (22.06%) Statistics
10 14 (20.59%) SQL Server 2012
10 14 (20.59%) Analytics
11 13 (19.12%) MS Excel
12 12 (17.65%) ITIL
12 12 (17.65%) Data Modelling
12 12 (17.65%) BusinessObjects
13 11 (16.18%) Degree
14 9 (13.24%) BMC
14 9 (13.24%) Informatica
14 9 (13.24%) SAP BI
14 9 (13.24%) SAP
14 9 (13.24%) MS Office
14 9 (13.24%) JavaScript
14 9 (13.24%) Service Management
14 9 (13.24%) SAP HANA
14 9 (13.24%) Capacity Management
14 9 (13.24%) Trend Analysis

Data Mining
Top Related IT Skills in the East Midlands by Category

For the 6 months to 9 February 2016, IT jobs across the East Midlands region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 3 (4.41%) Apache Pig
2 2 (2.94%) IIS
2 2 (2.94%) SAS
3 1 (1.47%) SharePoint
3 1 (1.47%) SharePoint Server
Applications
1 13 (19.12%) MS Excel
2 9 (13.24%) MS Office
3 1 (1.47%) SPSS
Cloud Services
1 3 (4.41%) Amazon AWS
2 1 (1.47%) Microsoft Azure
Communications & Networking
1 4 (5.88%) Firewall
2 3 (4.41%) Intrusion Detection
2 3 (4.41%) Modbus
2 3 (4.41%) TCP/IP
3 2 (2.94%) Internet
4 1 (1.47%) DNS
4 1 (1.47%) GSM
4 1 (1.47%) VPN
4 1 (1.47%) Wireless
Database & Business Intelligence
1 23 (33.82%) SQL Server
2 19 (27.94%) Data Warehouse
2 19 (27.94%) SQL Server 2008
3 17 (25.00%) SQL Server Integration Services
4 14 (20.59%) SQL Server 2012
5 12 (17.65%) BusinessObjects
6 9 (13.24%) SAP BI
6 9 (13.24%) SAP HANA
7 7 (10.29%) Relational Database
7 7 (10.29%) SAP BW
8 6 (8.82%) MS Access
9 4 (5.88%) Hadoop
9 4 (5.88%) Oracle Database
10 3 (4.41%) Enterprise Data Warehouse
10 3 (4.41%) SQL Server Reporting Services
11 2 (2.94%) Apache Hive
11 2 (2.94%) SQL Server Analysis Services
12 1 (1.47%) HBase
12 1 (1.47%) PowerPivot
12 1 (1.47%) SAP Data Services
Development Applications
1 4 (5.88%) SQL Server Management Studio (SSMS)
2 3 (4.41%) Team Foundation Server
3 2 (2.94%) Visual Studio
4 1 (1.47%) Git (software)
General
1 20 (29.41%) Finance
2 7 (10.29%) Legal
3 4 (5.88%) Back Office
4 2 (2.94%) Marketing
5 1 (1.47%) Aerospace
5 1 (1.47%) Billing
5 1 (1.47%) Pharmaceutical
5 1 (1.47%) Telecoms
Job Titles
1 35 (51.47%) Developer
2 16 (23.53%) SQL Developer
3 15 (22.06%) Business Intelligence Developer
4 14 (20.59%) SQL BI Developer
4 14 (20.59%) SQL Server BI Developer
4 14 (20.59%) SQL Server Developer
5 10 (14.71%) Analyst
6 9 (13.24%) Business Developer
6 9 (13.24%) Business Objects Developer
6 9 (13.24%) SAP Developer
7 7 (10.29%) Capacity Manager
8 6 (8.82%) SAP HANA Developer
9 5 (7.35%) DBA
10 4 (5.88%) Business Analyst
10 4 (5.88%) CRM Analyst
10 4 (5.88%) CRM Business Analyst
10 4 (5.88%) Oracle DBA
11 3 (4.41%) Forensic Analyst
11 3 (4.41%) Incident Analyst
11 3 (4.41%) Junior DBA
Libraries, Frameworks & Software Standards
1 3 (4.41%) ODBC
1 3 (4.41%) XML
2 2 (2.94%) .NET
2 2 (2.94%) ASP.NET
2 2 (2.94%) ASP.NET MVC
2 2 (2.94%) ASP.NET Web API
2 2 (2.94%) CSS
2 2 (2.94%) Entity Framework
2 2 (2.94%) HTML
2 2 (2.94%) HTML5
2 2 (2.94%) LINQ
2 2 (2.94%) Silverlight
2 2 (2.94%) WCF
Miscellaneous
1 17 (25.00%) Management Information System
2 16 (23.53%) Data Integration
3 15 (22.06%) Analytical Skills
3 15 (22.06%) Statistics
4 8 (11.76%) Computer Science
5 7 (10.29%) Visualisation
6 4 (5.88%) Data Structures
6 4 (5.88%) Replication
7 3 (4.41%) Enterprise Software
7 3 (4.41%) SCADA
8 2 (2.94%) Mathematics
9 1 (1.47%) Algorithms
9 1 (1.47%) Clustering
9 1 (1.47%) e-Learning
9 1 (1.47%) Learning Management System
9 1 (1.47%) Video Conferencing
Operating Systems
1 7 (10.29%) Windows
2 4 (5.88%) Linux
3 3 (4.41%) Unix
4 2 (2.94%) Windows Server
4 2 (2.94%) Windows Server 2008
Processes & Methodologies
1 40 (58.82%) Business Intelligence
2 26 (38.24%) ETL
3 14 (20.59%) Analytics
4 12 (17.65%) Data Modelling
4 12 (17.65%) ITIL
5 9 (13.24%) Capacity Management
5 9 (13.24%) Demand Forecasting
5 9 (13.24%) Problem Management
5 9 (13.24%) Service Management
5 9 (13.24%) Trend Analysis
6 8 (11.76%) Process Improvement
7 7 (10.29%) Agile Software Development
7 7 (10.29%) Data Visualisation
7 7 (10.29%) Stakeholder Engagement
7 7 (10.29%) Statistical Analysis
8 4 (5.88%) CRM
8 4 (5.88%) Incident Management
8 4 (5.88%) Performance Testing
9 3 (4.41%) Computer Security
9 3 (4.41%) Digital Forensics
Programming Languages
1 29 (42.65%) SQL
2 15 (22.06%) R
3 9 (13.24%) JavaScript
4 7 (10.29%) VBA
5 6 (8.82%) Java
6 4 (5.88%) C
6 4 (5.88%) C++
6 4 (5.88%) T-SQL
7 3 (4.41%) VB
8 2 (2.94%) C#
8 2 (2.94%) PHP
8 2 (2.94%) XAML
9 1 (1.47%) Data Analysis Expressions (DAX)
9 1 (1.47%) Go
9 1 (1.47%) MATLAB
9 1 (1.47%) Python
Qualifications
1 11 (16.18%) Degree
2 4 (5.88%) DV Cleared
2 4 (5.88%) Security Cleared
3 3 (4.41%) CCFP
3 3 (4.41%) CCNA
3 3 (4.41%) CCNP
3 3 (4.41%) CCSP
3 3 (4.41%) CFCE
3 3 (4.41%) CHFI
3 3 (4.41%) CISA
3 3 (4.41%) Cisco Certification
3 3 (4.41%) CISM
3 3 (4.41%) CISSP
3 3 (4.41%) EnCE
3 3 (4.41%) EnCEP
3 3 (4.41%) GCFA
3 3 (4.41%) GCFE
3 3 (4.41%) GIAC
3 3 (4.41%) SANS
4 2 (2.94%) Microsoft Certification
Quality Assurance & Compliance
1 8 (11.76%) QA
2 3 (4.41%) Data Quality
2 3 (4.41%) SLA
System Software
1 1 (1.47%) Firmware
Systems Management
1 3 (4.41%) EnCase
2 1 (1.47%) Control-M
2 1 (1.47%) SCCM
Vendors
1 9 (13.24%) BMC
1 9 (13.24%) Informatica
1 9 (13.24%) SAP
1 9 (13.24%) SolarWinds
2 7 (10.29%) Oracle
3 5 (7.35%) Microsoft
4 3 (4.41%) Intel Security
4 3 (4.41%) Splunk
5 1 (1.47%) Citrix
5 1 (1.47%) Cognizant
5 1 (1.47%) Computacenter
5 1 (1.47%) HP
5 1 (1.47%) Tableau