The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Southampton region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 69 77 88
Rank change year-on-year
+8 +11
Permanent jobs citing Data Mining 12 1 1
As % of all permanent IT jobs located in Southampton 1.80% 0.15% 0.12%
As % of the Database & Business Intelligence category 5.06% 0.51% 0.44%
Number of salaries quoted 12 1 1
Median salary £37,500 £31,500 £30,500
Median salary % change year-on-year
+19.04% +3.27%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
Hampshire

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 Southampton region.

Database & Business Intelligence Category
Southampton
Permanent IT job ads with a match in the
Database & Business Intelligence category
237 195 229
As % of all permanent IT jobs located in Southampton 35.48% 29.86% 26.47%
Number of salaries quoted 230 178 210
Median salary £42,500 £42,500 £32,500
Median salary % change year-on-year
- +30.76%
90% offered a salary of more than £34,400 £27,500 £27,500
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Southampton

The demand trend of job ads across the Southampton 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 Southampton

Data Mining
Salary Trend in Southampton

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

Data Mining Salary Trend in Southampton

Data Mining
Top 30 Related IT Skills in Southampton

For the 6 months to 26 September 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 Southampton region with a requirement for Data Mining.

1 12 (92.31%) SQL
2 11 (84.62%) SQL Server
2 11 (84.62%) MS Excel
2 11 (84.62%) Microsoft
2 11 (84.62%) Analytical Skills
3 9 (69.23%) Degree
3 9 (69.23%) Computer Science
4 7 (53.85%) SQL Server Reporting Services
4 7 (53.85%) ETL
4 7 (53.85%) MySQL
4 7 (53.85%) Statistics
5 6 (46.15%) PowerShell
5 6 (46.15%) NoSQL
5 6 (46.15%) Office 365
5 6 (46.15%) SQL Server 2012
5 6 (46.15%) Performance Monitoring
5 6 (46.15%) CSS
5 6 (46.15%) T-SQL
5 6 (46.15%) HTML
5 6 (46.15%) SQL Server Integration Services
6 5 (38.46%) C#
6 5 (38.46%) Finance
6 5 (38.46%) MS Access
6 5 (38.46%) Web Development
6 5 (38.46%) Test Scripting
7 4 (30.77%) Time Management
7 4 (30.77%) Coaching
7 4 (30.77%) Project Management
8 1 (7.69%) OOP
8 1 (7.69%) JavaScript

Data Mining
Top Related IT Skills in Southampton 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:

Applications
1 11 (84.62%) MS Excel
Cloud Services
1 6 (46.15%) Office 365
Database & Business Intelligence
1 11 (84.62%) SQL Server
2 7 (53.85%) MySQL
2 7 (53.85%) SQL Server Reporting Services
3 6 (46.15%) NoSQL
3 6 (46.15%) SQL Server 2012
3 6 (46.15%) SQL Server Integration Services
4 5 (38.46%) MS Access
5 1 (7.69%) Big Data
General
1 5 (38.46%) Finance
Job Titles
1 7 (53.85%) DBA
1 7 (53.85%) SQL DBA
2 6 (46.15%) SQL Server DBA
3 4 (30.77%) Consultant
3 4 (30.77%) Implementation Consultant
3 4 (30.77%) Software Consultant
3 4 (30.77%) Software Implementation Consultant
3 4 (30.77%) SQL Server Consultant
3 4 (30.77%) Web Consultant
4 2 (15.38%) Developer
5 1 (7.69%) C# Developer
5 1 (7.69%) C# Software Developer
5 1 (7.69%) Configuration Specialist
5 1 (7.69%) HTML Developer
5 1 (7.69%) Implementation Specialist
5 1 (7.69%) PHP Developer
5 1 (7.69%) Production DBA
5 1 (7.69%) Software Developer
5 1 (7.69%) SQL Developer
5 1 (7.69%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (46.15%) CSS
1 6 (46.15%) HTML
2 1 (7.69%) jQuery
Miscellaneous
1 11 (84.62%) Analytical Skills
2 9 (69.23%) Computer Science
3 7 (53.85%) Statistics
Processes & Methodologies
1 7 (53.85%) ETL
2 6 (46.15%) Performance Monitoring
3 5 (38.46%) Test Scripting
3 5 (38.46%) Web Development
4 4 (30.77%) Coaching
4 4 (30.77%) Project Management
4 4 (30.77%) Time Management
5 1 (7.69%) OOP
5 1 (7.69%) SOLID
5 1 (7.69%) Unit Testing
Programming Languages
1 12 (92.31%) SQL
2 6 (46.15%) PowerShell
2 6 (46.15%) T-SQL
3 5 (38.46%) C#
4 1 (7.69%) JavaScript
4 1 (7.69%) PHP
Qualifications
1 9 (69.23%) Degree
Vendors
1 11 (84.62%) Microsoft