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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 102 109 119
Rank change year-on-year
+7 +10
Permanent jobs citing Data Mining 7 32 1
As % of all permanent IT jobs located in Oxfordshire 0.52% 1.63% 0.064%
As % of the Database & Business Intelligence category 1.65% 4.29% 0.19%
Number of salaries quoted 7 18 1
Median salary £50,000 £57,500 £35,000
Median salary % change year-on-year
-13.04% +64.28%
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 Oxfordshire region.

Database & Business Intelligence Category
Oxfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
423 746 518
As % of all permanent IT jobs located in Oxfordshire 31.13% 37.95% 33.21%
Number of salaries quoted 382 598 452
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £31,500 £33,500 £30,000
10% offered a salary of more than £61,600 £55,000 £60,200
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in Oxfordshire

The demand trend of job ads across the Oxfordshire 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 Oxfordshire

Data Mining
Salary Trend in Oxfordshire

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

Data Mining Salary Trend in Oxfordshire

Data Mining
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Oxfordshire region over the 3 months to 2 December 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
Oxford +23 5 £50,000 -0.99%
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 2 December 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 Oxfordshire region with a requirement for Data Mining.

1 9 (42.86%) Analytics
2 8 (38.10%) Algorithms
2 8 (38.10%) C++
2 8 (38.10%) SQL
2 8 (38.10%) Mathematics
3 7 (33.33%) Machine Learning
3 7 (33.33%) Python
4 6 (28.57%) C
4 6 (28.57%) QA
4 6 (28.57%) Coaching
5 5 (23.81%) Mentoring
5 5 (23.81%) SDLC
5 5 (23.81%) Enterprise Software
5 5 (23.81%) Root Cause Analysis
5 5 (23.81%) ISTQB Foundation Certification
5 5 (23.81%) ISTQB Advanced Certification
5 5 (23.81%) Physics
5 5 (23.81%) Computer Science
5 5 (23.81%) Time Management
5 5 (23.81%) Boost C++ Libraries
5 5 (23.81%) Hedge funds
5 5 (23.81%) R
5 5 (23.81%) Software Engineering
5 5 (23.81%) ISTQB
5 5 (23.81%) Linux
5 5 (23.81%) STL
5 5 (23.81%) Sophos
5 5 (23.81%) Business Intelligence
6 4 (19.05%) Marketing
7 3 (14.29%) Degree

Data Mining
Top Related IT Skills in Oxfordshire 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 1 (4.76%) MS Excel
Database & Business Intelligence
1 3 (14.29%) Data Warehouse
1 3 (14.29%) MySQL
1 3 (14.29%) SQL Server
2 2 (9.52%) Big Data
2 2 (9.52%) Qlik Sense
2 2 (9.52%) QlikView
3 1 (4.76%) SQL Server Integration Services
3 1 (4.76%) SQL Server Reporting Services
General
1 4 (19.05%) Marketing
2 2 (9.52%) Finance
2 2 (9.52%) Local Government
Job Titles
1 9 (42.86%) Developer
2 7 (33.33%) Software Developer
3 5 (23.81%) C Developer
3 5 (23.81%) C Programmer
3 5 (23.81%) Data Scientist
3 5 (23.81%) Programmer
3 5 (23.81%) QA Manager
3 5 (23.81%) Software Programmer
4 2 (9.52%) Senior Developer
4 2 (9.52%) Senior Software Developer
5 1 (4.76%) Administrator
5 1 (4.76%) Analyst
5 1 (4.76%) Analyst Developer
5 1 (4.76%) Business Intelligence Analyst
5 1 (4.76%) Business Intelligence Developer
5 1 (4.76%) Data Manager
5 1 (4.76%) DBA
5 1 (4.76%) QlikView Developer
5 1 (4.76%) SQL DBA
Libraries, Frameworks & Software Standards
1 5 (23.81%) Boost C++ Libraries
1 5 (23.81%) STL
Miscellaneous
1 8 (38.10%) Algorithms
1 8 (38.10%) Mathematics
2 5 (23.81%) Computer Science
2 5 (23.81%) Enterprise Software
2 5 (23.81%) Hedge funds
2 5 (23.81%) Physics
3 3 (14.29%) Analytical Skills
4 2 (9.52%) Credit Risk
4 2 (9.52%) Data Extraction
4 2 (9.52%) Statistics
5 1 (4.76%) Data Structures
5 1 (4.76%) User Experience
Operating Systems
1 5 (23.81%) Linux
2 1 (4.76%) Windows
2 1 (4.76%) Windows Server
Processes & Methodologies
1 9 (42.86%) Analytics
2 7 (33.33%) Machine Learning
3 6 (28.57%) Coaching
4 5 (23.81%) Business Intelligence
4 5 (23.81%) Mentoring
4 5 (23.81%) Root Cause Analysis
4 5 (23.81%) SDLC
4 5 (23.81%) Software Engineering
4 5 (23.81%) Time Management
5 3 (14.29%) Agile Software Development
5 3 (14.29%) Predictive Analytics
5 3 (14.29%) Predictive Modelling
6 2 (9.52%) Business Analysis
6 2 (9.52%) Data Analytics
6 2 (9.52%) Operations Research
6 2 (9.52%) Requirements Analysis
6 2 (9.52%) Statistical Modelling
6 2 (9.52%) Strategic Planning
6 2 (9.52%) Web Analytics
6 2 (9.52%) Web Application Development
Programming Languages
1 8 (38.10%) C++
1 8 (38.10%) SQL
2 7 (33.33%) Python
3 6 (28.57%) C
4 5 (23.81%) R
5 3 (14.29%) Java
6 2 (9.52%) C#
6 2 (9.52%) JavaScript
6 2 (9.52%) PHP
6 2 (9.52%) PL/SQL
7 1 (4.76%) T-SQL
7 1 (4.76%) VBA
Qualifications
1 5 (23.81%) ISTQB
1 5 (23.81%) ISTQB Advanced Certification
1 5 (23.81%) ISTQB Foundation Certification
2 3 (14.29%) Degree
3 2 (9.52%) PhD
Quality Assurance & Compliance
1 6 (28.57%) QA
Vendors
1 5 (23.81%) Sophos
2 2 (9.52%) Oracle
3 1 (4.76%) Microsoft