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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 167 157 172
Rank change year-on-year
-10 +15
Permanent jobs citing Data Mining 6 28 15
As % of all permanent IT jobs located in the East Midlands 0.18% 0.74% 0.40%
As % of the Database & Business Intelligence category 0.60% 2.11% 1.20%
Number of salaries quoted 4 7 14
Median salary £50,000 £37,500 £37,500
Median salary % change year-on-year
+33.33% -
90% offered a salary of more than £44,750 £29,000 £32,500
10% offered a salary of more than £54,550 £75,000 £51,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
996 1324 1246
As % of all permanent IT jobs located in the East Midlands 30.04% 34.91% 33.46%
Number of salaries quoted 807 1120 1086
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £32,500 £27,000 £25,000
10% offered a salary of more than £57,500 £50,000 £53,500
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
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 24 August 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 24 August 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
Nottinghamshire 0 5 £50,000 +49.25%
Northamptonshire - 1 £42,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the East Midlands

For the 6 months to 24 August 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 25 (69.44%) Business Intelligence
2 22 (61.11%) Visualisation
3 21 (58.33%) SQL
4 19 (52.78%) Analytical Skills
5 18 (50.00%) Analytics
6 17 (47.22%) Data Visualisation
7 14 (38.89%) Statistical Analysis
8 13 (36.11%) QA
8 13 (36.11%) JavaScript
8 13 (36.11%) Stakeholder Engagement
9 12 (33.33%) SQL Server
10 11 (30.56%) Agile Software Development
11 10 (27.78%) MS Access
11 10 (27.78%) VBA
11 10 (27.78%) R
12 8 (22.22%) Data Warehouse
12 8 (22.22%) SQL Server Integration Services
13 7 (19.44%) MATLAB
13 7 (19.44%) ETL
14 6 (16.67%) C
14 6 (16.67%) C++
14 6 (16.67%) Java
14 6 (16.67%) Statistics
14 6 (16.67%) Machine Learning
15 5 (13.89%) Relational Database
15 5 (13.89%) Dashboard Development
15 5 (13.89%) Power BI
15 5 (13.89%) Law
15 5 (13.89%) Legal
15 5 (13.89%) SQL Server Reporting Services

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 4 (11.11%) Apache Pig
1 4 (11.11%) SAS
2 2 (5.56%) Skype for Business
Communications & Networking
1 2 (5.56%) Firewall
1 2 (5.56%) GSM
1 2 (5.56%) VPN
2 1 (2.78%) Unified Communications
Database & Business Intelligence
1 12 (33.33%) SQL Server
2 10 (27.78%) MS Access
3 8 (22.22%) Data Warehouse
3 8 (22.22%) SQL Server Integration Services
4 5 (13.89%) Power BI
4 5 (13.89%) Relational Database
4 5 (13.89%) SQL Server Analysis Services
4 5 (13.89%) SQL Server Reporting Services
5 4 (11.11%) Hadoop
5 4 (11.11%) HBase
6 3 (8.33%) Big Data
6 3 (8.33%) SQL Server 2008
6 3 (8.33%) SQL Server 2012
General
1 5 (13.89%) Law
1 5 (13.89%) Legal
2 3 (8.33%) Pharmaceutical
3 1 (2.78%) Finance
Job Titles
1 20 (55.56%) Developer
2 6 (16.67%) Analyst
2 6 (16.67%) SQL Developer
3 5 (13.89%) Business Intelligence Analyst
3 5 (13.89%) SQL Analyst
3 5 (13.89%) SQL Server Analyst
4 4 (11.11%) Data Warehouse Developer
5 3 (8.33%) Business Intelligence Developer
5 3 (8.33%) Data Scientist
5 3 (8.33%) JavaScript Developer
5 3 (8.33%) SQL BI Developer
5 3 (8.33%) SQL Server BI Developer
5 3 (8.33%) SQL Server Developer
5 3 (8.33%) SSIS Developer
6 2 (5.56%) Desktop Support
7 1 (2.78%) Data Analyst
7 1 (2.78%) Infrastructure Manager
7 1 (2.78%) IT Project Manager
7 1 (2.78%) Junior
7 1 (2.78%) Statistician
Miscellaneous
1 22 (61.11%) Visualisation
2 19 (52.78%) Analytical Skills
3 6 (16.67%) Statistics
4 4 (11.11%) Algorithms
5 3 (8.33%) Data Integration
6 1 (2.78%) Data Centre
6 1 (2.78%) Mathematics
6 1 (2.78%) User Experience
Operating Systems
1 2 (5.56%) Windows
1 2 (5.56%) Windows 10
Processes & Methodologies
1 25 (69.44%) Business Intelligence
2 18 (50.00%) Analytics
3 17 (47.22%) Data Visualisation
4 14 (38.89%) Statistical Analysis
5 13 (36.11%) Stakeholder Engagement
6 11 (30.56%) Agile Software Development
7 7 (19.44%) ETL
8 6 (16.67%) Machine Learning
9 5 (13.89%) Dashboard Development
10 4 (11.11%) Continuous Improvement
10 4 (11.11%) Data Modelling
10 4 (11.11%) MapReduce
10 4 (11.11%) Statistical Modelling
11 3 (8.33%) Data Acquisition
11 3 (8.33%) Data Analysis
11 3 (8.33%) Logistics
11 3 (8.33%) Monte Carlo Method
11 3 (8.33%) Project Management
12 2 (5.56%) Big Data Analytics
12 2 (5.56%) Data Analytics
Programming Languages
1 21 (58.33%) SQL
2 13 (36.11%) JavaScript
3 10 (27.78%) R
3 10 (27.78%) VBA
4 7 (19.44%) MATLAB
5 6 (16.67%) C
5 6 (16.67%) C++
5 6 (16.67%) Java
6 4 (11.11%) Go
6 4 (11.11%) PL/SQL
6 4 (11.11%) Python
7 3 (8.33%) PHP
8 2 (5.56%) C#
8 2 (5.56%) PowerShell
Qualifications
1 1 (2.78%) PhD
Quality Assurance & Compliance
1 13 (36.11%) QA
2 4 (11.11%) Data Quality
System Software
1 2 (5.56%) Active Directory
1 2 (5.56%) Firmware
1 2 (5.56%) VMware Infrastructure
Systems Management
1 2 (5.56%) AirWatch
1 2 (5.56%) SCCM
Vendors
1 5 (13.89%) Microsoft
2 2 (5.56%) Apple
2 2 (5.56%) Cognizant
2 2 (5.56%) Polycom
2 2 (5.56%) SIMUL8
2 2 (5.56%) VMware