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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 174 155 191
Rank change year-on-year
-19 +36
Permanent jobs citing Data Mining 16 37 11
As % of all permanent IT jobs located in Hampshire 0.47% 1.01% 0.28%
As % of the Database & Business Intelligence category 1.30% 2.84% 0.90%
Number of salaries quoted 16 30 8
Median salary £35,000 £47,500 £50,000
Median salary % change year-on-year
-26.31% -5.00%
90% offered a salary of more than £31,000 £34,750 £48,350
10% offered a salary of more than £42,500 £65,500 £51,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
South East

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
1233 1305 1216
As % of all permanent IT jobs located in Hampshire 36.23% 35.61% 30.58%
Number of salaries quoted 1128 1129 1032
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £28,500 £30,000
10% offered a salary of more than £55,000 £55,000 £55,000
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 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 1 July 2016.

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 1 July 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
Basingstoke -17 5 £35,000 -30.00%
Romsey - 5 £35,000 -
Havant +12 4 £31,000 -
Southampton -2 1 £32,500 -18.75%
Andover - 1 £50,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Hampshire

For the 6 months to 1 July 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 Hampshire region with a requirement for Data Mining.

1 13 (56.52%) SQL
2 12 (52.17%) MS Excel
2 12 (52.17%) Degree
3 10 (43.48%) Mathematics
3 10 (43.48%) Microsoft
4 9 (39.13%) Marketing
5 8 (34.78%) Python
5 8 (34.78%) Analytical Skills
6 7 (30.43%) SQL Server
6 7 (30.43%) Business Intelligence
7 6 (26.09%) SAS
7 6 (26.09%) Retail
8 5 (21.74%) Statistical Analysis
8 5 (21.74%) SQL Server Reporting Services
8 5 (21.74%) Data Analysis
8 5 (21.74%) Artificial Intelligence
8 5 (21.74%) Neural Network
8 5 (21.74%) Software Engineering
8 5 (21.74%) Customer Intelligence
8 5 (21.74%) MATLAB
8 5 (21.74%) C
8 5 (21.74%) C++
8 5 (21.74%) MS Office
8 5 (21.74%) SAP
8 5 (21.74%) Algorithms
8 5 (21.74%) Customer Analysis
8 5 (21.74%) Marketing Strategy
8 5 (21.74%) Machine Learning
8 5 (21.74%) Customer Insight
8 5 (21.74%) Statistical Modelling

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 6 (26.09%) SAS
Applications
1 12 (52.17%) MS Excel
2 5 (21.74%) MS Office
Business Applications
1 4 (17.39%) SAP Business One
2 2 (8.70%) Dynamics CRM
2 2 (8.70%) Tesseract
3 1 (4.35%) Cognos Business Intelligence
Cloud Services
1 3 (13.04%) Adobe Analytics
1 3 (13.04%) AdWords
2 1 (4.35%) SaaS
Database & Business Intelligence
1 7 (30.43%) SQL Server
2 5 (21.74%) SQL Server Reporting Services
3 4 (17.39%) Crystal Reports
3 4 (17.39%) Data Warehouse
3 4 (17.39%) PowerPivot
4 3 (13.04%) OLAP
4 3 (13.04%) OLTP
5 1 (4.35%) Big Data
5 1 (4.35%) MySQL
5 1 (4.35%) Power BI
5 1 (4.35%) QlikView
5 1 (4.35%) SQL Server Analysis Services
5 1 (4.35%) SQL Server Integration Services
Development Applications
1 3 (13.04%) Git (software)
1 3 (13.04%) Subversion
1 3 (13.04%) Team Foundation Server
General
1 9 (39.13%) Marketing
2 6 (26.09%) Retail
3 3 (13.04%) Advertising
4 1 (4.35%) Manufacturing
4 1 (4.35%) Telecoms
Job Titles
1 10 (43.48%) Analyst
2 5 (21.74%) C++ Software Engineer
2 5 (21.74%) Customer Analyst
2 5 (21.74%) Customer Insight Analyst
2 5 (21.74%) Insight Analyst
2 5 (21.74%) MATLAB Engineer
2 5 (21.74%) Python Software Engineer
2 5 (21.74%) Scientific Software Engineer
2 5 (21.74%) Software Engineer
3 4 (17.39%) Data Analyst
3 4 (17.39%) Developer
3 4 (17.39%) Report Analyst
4 3 (13.04%) PPC Executive
5 2 (8.70%) Database Developer
5 2 (8.70%) SQL Developer
5 2 (8.70%) SQL Server Developer
6 1 (4.35%) Head of Business Intelligence
6 1 (4.35%) PHP Developer
6 1 (4.35%) Senior Database Developer
6 1 (4.35%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 3 (13.04%) .NET
2 1 (4.35%) CSS
2 1 (4.35%) Dapper ORM
2 1 (4.35%) EJB
2 1 (4.35%) Entity Framework
2 1 (4.35%) Hibernate
2 1 (4.35%) HTML
2 1 (4.35%) jQuery
2 1 (4.35%) LINQ
2 1 (4.35%) LINQ to SQL
2 1 (4.35%) MDX
Miscellaneous
1 10 (43.48%) Mathematics
2 8 (34.78%) Analytical Skills
3 5 (21.74%) Algorithms
3 5 (21.74%) Artificial Intelligence
3 5 (21.74%) Neural Network
4 1 (4.35%) Enterprise Software
4 1 (4.35%) Statistics
Processes & Methodologies
1 7 (30.43%) Business Intelligence
2 5 (21.74%) Customer Analysis
2 5 (21.74%) Customer Insight
2 5 (21.74%) Customer Intelligence
2 5 (21.74%) Data Analysis
2 5 (21.74%) Machine Learning
2 5 (21.74%) Marketing Strategy
2 5 (21.74%) Software Engineering
2 5 (21.74%) Statistical Analysis
2 5 (21.74%) Statistical Modelling
3 4 (17.39%) Analytics
3 4 (17.39%) CRM
4 3 (13.04%) Database Security
4 3 (13.04%) Digital Marketing
4 3 (13.04%) E-Commerce
4 3 (13.04%) Pay per click
4 3 (13.04%) Refactoring
4 3 (13.04%) Reverse Engineering
4 3 (13.04%) Unit Testing
5 2 (8.70%) ERP
Programming Languages
1 13 (56.52%) SQL
2 8 (34.78%) Python
3 5 (21.74%) C
3 5 (21.74%) C++
3 5 (21.74%) MATLAB
4 3 (13.04%) C#
4 3 (13.04%) Java
4 3 (13.04%) Ruby
4 3 (13.04%) T-SQL
4 3 (13.04%) VB.NET
5 2 (8.70%) VBA
6 1 (4.35%) Data Mining Extensions (DMX)
6 1 (4.35%) JavaScript
6 1 (4.35%) PHP
6 1 (4.35%) PowerShell
6 1 (4.35%) R
6 1 (4.35%) Scala
Qualifications
1 12 (52.17%) Degree
2 1 (4.35%) SC Cleared
2 1 (4.35%) Security Cleared
Vendors
1 10 (43.48%) Microsoft
2 5 (21.74%) SAP
3 3 (13.04%) Adobe
3 3 (13.04%) Omniture
4 1 (4.35%) Cognos