The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South East / Hampshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 153 180 193
Rank change year-on-year +27 +13  
Permanent jobs citing Data Mining 16 7 1
As % of all permanent IT jobs advertised in Hampshire 0.53% 0.20% 0.026%
As % of the Database & Business Intelligence category 1.69% 0.61% 0.077%
Number of salaries quoted 16 7 1
Median salary £25,500 £45,000 £40,000
Median salary % change year-on-year -43.33% +12.50%  
UK excluding London median salary £45,000 £41,500 £40,000
% change year-on-year +8.43% +3.75%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Hampshire
Permanent job vacancies with a requirement for database and business intelligence skills 947 1140 1302
As % of all permanent IT job vacancies advertised in Hampshire 31.57% 33.23% 34.41%
Number of salaries quoted 843 1043 1161
Median salary £40,000 £42,500 £42,000
Median salary % change year-on-year -5.88% +1.19%  
90% offered a salary of more than £30,000 £29,950 £28,500
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Hampshire.

Salary trend for Data Mining in Hampshire

Data Mining
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Mining in Hampshire over the 3 months to 28 March 2017.

Salary histogram for Data Mining 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 28 March 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 +19 6 £45,000 -
Farnborough - 6 £25,000 -
Romsey - 4 £25,000 -
Data Mining
South East

For the 6 months to 28 March 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 17 (65.38%) SQL
1 17 (65.38%) Statistics
2 11 (42.31%) Degree
2 11 (42.31%) Mathematics
3 10 (38.46%) SQL Server Reporting Services
3 10 (38.46%) Performance Monitoring
3 10 (38.46%) SQL Server
3 10 (38.46%) ETL
4 7 (26.92%) Finance
4 7 (26.92%) SAS
4 7 (26.92%) MS Excel
4 7 (26.92%) MS Access
4 7 (26.92%) Analytical Skills
5 5 (19.23%) CSS
5 5 (19.23%) MySQL
5 5 (19.23%) HTML
5 5 (19.23%) JavaScript
5 5 (19.23%) PHP
6 4 (15.38%) C
6 4 (15.38%) C++
6 4 (15.38%) Python
6 4 (15.38%) LAMP
6 4 (15.38%) MATLAB
6 4 (15.38%) Algorithms
6 4 (15.38%) Machine Learning
6 4 (15.38%) Big Data
6 4 (15.38%) Cross-Browser Compatibility
6 4 (15.38%) Customer Requirements
6 4 (15.38%) Software Engineering
6 4 (15.38%) SaaS

Data Mining
Co-occurring 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 7 (26.92%) SAS
Applications
1 7 (26.92%) MS Excel
Cloud Services
1 4 (15.38%) SaaS
Database & Business Intelligence
1 10 (38.46%) SQL Server
1 10 (38.46%) SQL Server Reporting Services
2 7 (26.92%) MS Access
3 5 (19.23%) MySQL
4 4 (15.38%) Big Data
5 1 (3.85%) BusinessObjects
5 1 (3.85%) Data Warehouse
5 1 (3.85%) QlikView
General
1 7 (26.92%) Finance
Job Titles
1 10 (38.46%) DBA
1 10 (38.46%) SQL DBA
1 10 (38.46%) SQL Server DBA
2 8 (30.77%) Analyst
3 6 (23.08%) Data Analyst
4 4 (15.38%) Developer
4 4 (15.38%) JavaScript Engineer
4 4 (15.38%) Junior
4 4 (15.38%) Junior Software Engineer
4 4 (15.38%) PHP Software Engineer
4 4 (15.38%) Software Engineer
5 3 (11.54%) CRM Developer
5 3 (11.54%) Graduate
5 3 (11.54%) Graduate Analyst
5 3 (11.54%) SQL Developer
6 2 (7.69%) Graduate Data Analyst
7 1 (3.85%) Business Intelligence Analyst
7 1 (3.85%) PHP Developer
7 1 (3.85%) Report Analyst
Libraries, Frameworks & Software Standards
1 5 (19.23%) CSS
1 5 (19.23%) HTML
2 4 (15.38%) LAMP
3 3 (11.54%) .NET
3 3 (11.54%) .NET Framework
4 1 (3.85%) jQuery
Miscellaneous
1 7 (26.92%) Analytical Skills
2 4 (15.38%) Algorithms
Processes & Methodologies
1 17 (65.38%) Statistics
2 11 (42.31%) Mathematics
3 10 (38.46%) ETL
3 10 (38.46%) Performance Monitoring
4 4 (15.38%) Cross-Browser Compatibility
4 4 (15.38%) Customer Requirements
4 4 (15.38%) Machine Learning
4 4 (15.38%) Software Engineering
5 3 (11.54%) CRM
6 1 (3.85%) Business Intelligence
6 1 (3.85%) ERP
6 1 (3.85%) OOP
6 1 (3.85%) Process Improvement
6 1 (3.85%) SOLID
6 1 (3.85%) Validation
Programming Languages
1 17 (65.38%) SQL
2 5 (19.23%) JavaScript
2 5 (19.23%) PHP
3 4 (15.38%) C
3 4 (15.38%) C++
3 4 (15.38%) MATLAB
3 4 (15.38%) Python
Qualifications
1 11 (42.31%) Degree
Vendors
1 1 (3.85%) SAP