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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Mining
South East / Hampshire
Rank 142 168 191
Rank change year-on-year
+26 +23
Permanent jobs citing Data Mining 18 11 5
As % of all permanent IT jobs located in Hampshire 0.64% 0.33% 0.13%
As % of the Database & Business Intelligence category 1.97% 0.97% 0.39%
Number of salaries quoted 18 11 5
Median salary £29,000 £50,000 £25,000
Median salary % change year-on-year
-42.00% +100.00%
90% offered a salary of more than £25,000 £47,500 £23,000
10% offered a salary of more than £45,000 £65,000 £34,400
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
913 1138 1286
As % of all permanent IT jobs located in Hampshire 32.32% 34.09% 33.83%
Number of salaries quoted 804 1040 1180
Median salary £40,000 £43,000 £40,000
Median salary % change year-on-year
-6.97% +7.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £57,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 22 February 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 22 February 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 +21 9 £45,000 - 1
Farnborough - 5 £25,500 - 1
Romsey - 4 £25,000 -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Hampshire

For the 6 months to 22 February 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 22 (73.33%) SQL
2 20 (66.67%) Statistics
3 16 (53.33%) SQL Server
4 15 (50.00%) ETL
4 15 (50.00%) SQL Server Reporting Services
5 12 (40.00%) Degree
5 12 (40.00%) Performance Monitoring
6 11 (36.67%) Analytical Skills
6 11 (36.67%) MS Excel
6 11 (36.67%) MySQL
7 9 (30.00%) Mathematics
7 9 (30.00%) Finance
8 7 (23.33%) Microsoft
9 6 (20.00%) T-SQL
9 6 (20.00%) JavaScript
9 6 (20.00%) SQL Server Integration Services
9 6 (20.00%) PowerShell
9 6 (20.00%) NoSQL
9 6 (20.00%) Office 365
9 6 (20.00%) SQL Server 2012
10 5 (16.67%) PHP
10 5 (16.67%) HTML
10 5 (16.67%) CSS
10 5 (16.67%) SAS
10 5 (16.67%) MS Access
11 4 (13.33%) MATLAB
11 4 (13.33%) Python
11 4 (13.33%) C++
11 4 (13.33%) C
11 4 (13.33%) .NET

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 5 (16.67%) SAS
Applications
1 11 (36.67%) MS Excel
Cloud Services
1 6 (20.00%) Office 365
2 4 (13.33%) SaaS
3 1 (3.33%) Microsoft Azure
3 1 (3.33%) PaaS
Database & Business Intelligence
1 16 (53.33%) SQL Server
2 15 (50.00%) SQL Server Reporting Services
3 11 (36.67%) MySQL
4 6 (20.00%) NoSQL
4 6 (20.00%) SQL Server 2012
4 6 (20.00%) SQL Server Integration Services
5 5 (16.67%) MS Access
6 4 (13.33%) Big Data
7 2 (6.67%) Data Warehouse
8 1 (3.33%) BusinessObjects
8 1 (3.33%) QlikView
General
1 9 (30.00%) Finance
Job Titles
1 15 (50.00%) DBA
1 15 (50.00%) SQL DBA
2 12 (40.00%) SQL Server DBA
3 6 (20.00%) Analyst
4 5 (16.67%) Developer
5 4 (13.33%) Data Analyst
5 4 (13.33%) JavaScript Engineer
5 4 (13.33%) Junior
5 4 (13.33%) Junior Software Engineer
5 4 (13.33%) PHP Software Engineer
5 4 (13.33%) Software Engineer
6 3 (10.00%) CRM Developer
6 3 (10.00%) SQL Developer
7 1 (3.33%) Business Intelligence Analyst
7 1 (3.33%) Graduate
7 1 (3.33%) PHP Developer
7 1 (3.33%) Report Analyst
7 1 (3.33%) Senior Developer
7 1 (3.33%) Senior Software Developer
7 1 (3.33%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (16.67%) CSS
1 5 (16.67%) HTML
2 4 (13.33%) .NET
2 4 (13.33%) .NET Framework
2 4 (13.33%) LAMP
3 1 (3.33%) ASP.NET
3 1 (3.33%) ASP.NET MVC
3 1 (3.33%) ASP.NET Web API
3 1 (3.33%) Entity Framework
3 1 (3.33%) jQuery
3 1 (3.33%) React
3 1 (3.33%) WCF
3 1 (3.33%) Web Services
3 1 (3.33%) XML
3 1 (3.33%) XML Messaging
Miscellaneous
1 11 (36.67%) Analytical Skills
2 4 (13.33%) Algorithms
3 3 (10.00%) Computer Science
4 1 (3.33%) Client/Server
Processes & Methodologies
1 20 (66.67%) Statistics
2 15 (50.00%) ETL
3 12 (40.00%) Performance Monitoring
4 9 (30.00%) Mathematics
5 4 (13.33%) Cross-Browser Compatibility
5 4 (13.33%) Customer Requirements
5 4 (13.33%) Machine Learning
5 4 (13.33%) Software Engineering
6 3 (10.00%) CRM
7 1 (3.33%) Business Intelligence
7 1 (3.33%) ERP
7 1 (3.33%) Microservices
7 1 (3.33%) MVC
7 1 (3.33%) OOP
7 1 (3.33%) Process Improvement
7 1 (3.33%) Process Management
7 1 (3.33%) SOLID
7 1 (3.33%) Validation
Programming Languages
1 22 (73.33%) SQL
2 6 (20.00%) JavaScript
2 6 (20.00%) PowerShell
2 6 (20.00%) T-SQL
3 5 (16.67%) PHP
4 4 (13.33%) C
4 4 (13.33%) C++
4 4 (13.33%) MATLAB
4 4 (13.33%) Python
5 1 (3.33%) C#
Qualifications
1 12 (40.00%) Degree
Vendors
1 7 (23.33%) Microsoft
2 1 (3.33%) SAP
Southampton, Hampshire
Evolution Recruitment Solutions
Salary: 45,000 + Benefits
Posted: 5 days ago
Farnborough
Mint
Salary: £24000 - £25000 per annum + Benefits
Posted: 27 days ago