The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Mining
South East / Hampshire
Rank 158 153 186
Rank change year-on-year
-5 +33
Permanent jobs citing Data Mining 12 27 8
As % of all permanent IT jobs located in Hampshire 0.41% 0.84% 0.21%
As % of the Database & Business Intelligence category 1.37% 2.35% 0.62%
Number of salaries quoted 12 26 8
Median salary £42,500 £61,250 £25,500
Median salary % change year-on-year
-30.61% +140.19%
90% offered a salary of more than £25,500 £50,000 £23,000
10% offered a salary of more than £45,000 £67,500 £38,600
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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 Hampshire region.

Database & Business Intelligence Category
Hampshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
874 1148 1291
As % of all permanent IT jobs located in Hampshire 29.60% 35.79% 34.34%
Number of salaries quoted 784 1038 1145
Median salary £40,000 £43,500 £42,500
Median salary % change year-on-year
-8.04% +2.35%
90% offered a salary of more than £30,000 £32,000 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire 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 Hampshire

Data Mining
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Hampshire region.

Data Mining Salary Trend in Hampshire

Data Mining
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Hampshire region over the 3 months to 16 January 2017.

Data Mining Salary Histogram in Hampshire

Data Mining
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Hampshire region over the 3 months to 16 January 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
Southampton - 6 £45,000 -
Farnborough - 4 £25,500 -
Portsmouth - 2 £42,500 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Hampshire

For the 6 months to 16 January 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 Hampshire region with a requirement for Data Mining.

1 21 (77.78%) Statistics
2 20 (74.07%) SQL
3 18 (66.67%) SQL Server
4 17 (62.96%) ETL
4 17 (62.96%) SQL Server Reporting Services
5 15 (55.56%) Analytical Skills
5 15 (55.56%) MS Excel
6 12 (44.44%) Microsoft
6 12 (44.44%) MySQL
7 11 (40.74%) T-SQL
7 11 (40.74%) NoSQL
7 11 (40.74%) Office 365
7 11 (40.74%) SQL Server 2012
7 11 (40.74%) Performance Monitoring
7 11 (40.74%) SQL Server Integration Services
7 11 (40.74%) PowerShell
8 10 (37.04%) Finance
9 9 (33.33%) Degree
10 5 (18.52%) Computer Science
11 4 (14.81%) .NET
11 4 (14.81%) SAS
11 4 (14.81%) MS Access
11 4 (14.81%) .NET Framework
11 4 (14.81%) Mathematics
11 4 (14.81%) Big Data
12 3 (11.11%) CRM
13 2 (7.41%) Data Warehouse
13 2 (7.41%) JavaScript
14 1 (3.70%) PHP
14 1 (3.70%) C#

Data Mining
Top Related IT Skills in Hampshire 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 (14.81%) SAS
Applications
1 15 (55.56%) MS Excel
Cloud Services
1 11 (40.74%) Office 365
2 1 (3.70%) Microsoft Azure
2 1 (3.70%) PaaS
Database & Business Intelligence
1 18 (66.67%) SQL Server
2 17 (62.96%) SQL Server Reporting Services
3 12 (44.44%) MySQL
4 11 (40.74%) NoSQL
4 11 (40.74%) SQL Server 2012
4 11 (40.74%) SQL Server Integration Services
5 4 (14.81%) Big Data
5 4 (14.81%) MS Access
6 2 (7.41%) Data Warehouse
7 1 (3.70%) BusinessObjects
7 1 (3.70%) QlikView
General
1 10 (37.04%) Finance
Job Titles
1 17 (62.96%) DBA
1 17 (62.96%) SQL DBA
2 11 (40.74%) SQL Server DBA
3 5 (18.52%) Analyst
3 5 (18.52%) Developer
4 4 (14.81%) Data Analyst
5 3 (11.11%) CRM Developer
5 3 (11.11%) SQL Developer
6 1 (3.70%) Business Intelligence Analyst
6 1 (3.70%) PHP Developer
6 1 (3.70%) Production DBA
6 1 (3.70%) Report Analyst
6 1 (3.70%) Senior Developer
6 1 (3.70%) Senior Software Developer
6 1 (3.70%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (14.81%) .NET
1 4 (14.81%) .NET Framework
2 1 (3.70%) ASP.NET
2 1 (3.70%) ASP.NET MVC
2 1 (3.70%) ASP.NET Web API
2 1 (3.70%) CSS
2 1 (3.70%) Entity Framework
2 1 (3.70%) HTML
2 1 (3.70%) jQuery
2 1 (3.70%) React
2 1 (3.70%) WCF
2 1 (3.70%) Web Services
2 1 (3.70%) XML
2 1 (3.70%) XML Messaging
Miscellaneous
1 21 (77.78%) Statistics
2 15 (55.56%) Analytical Skills
3 5 (18.52%) Computer Science
4 4 (14.81%) Mathematics
5 1 (3.70%) Client/Server
Processes & Methodologies
1 17 (62.96%) ETL
2 11 (40.74%) Performance Monitoring
3 3 (11.11%) CRM
4 1 (3.70%) Business Intelligence
4 1 (3.70%) ERP
4 1 (3.70%) Microservices
4 1 (3.70%) MVC
4 1 (3.70%) OOP
4 1 (3.70%) Process Improvement
4 1 (3.70%) Process Management
4 1 (3.70%) SOLID
4 1 (3.70%) Validation
Programming Languages
1 20 (74.07%) SQL
2 11 (40.74%) PowerShell
2 11 (40.74%) T-SQL
3 2 (7.41%) JavaScript
4 1 (3.70%) C#
4 1 (3.70%) PHP
Qualifications
1 9 (33.33%) Degree
Vendors
1 12 (44.44%) Microsoft
2 1 (3.70%) SAP