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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Mining
South East / Oxfordshire
Rank 103 100 113
Rank change year-on-year
-3 +13
Permanent jobs citing Data Mining 3 35 4
As % of all permanent IT jobs located in Oxfordshire 0.24% 2.05% 0.28%
As % of the Database & Business Intelligence category 0.72% 5.30% 0.75%
Number of salaries quoted 3 20 4
Median salary £50,000 £57,500 £62,500
Median salary % change year-on-year
-13.04% -8.00%
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
419 661 533
As % of all permanent IT jobs located in Oxfordshire 33.07% 38.70% 37.96%
Number of salaries quoted 374 527 476
Median salary £47,500 £47,500 £40,000
Median salary % change year-on-year
- +18.75%
90% offered a salary of more than £27,500 £34,000 £27,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 24 January 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
Oxford +20 2 £51,250 -16.66%
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 24 January 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 Oxfordshire region with a requirement for Data Mining.

1 8 (61.54%) Analytics
2 6 (46.15%) Machine Learning
2 6 (46.15%) SQL
2 6 (46.15%) Python
3 5 (38.46%) Mathematics
3 5 (38.46%) Algorithms
4 4 (30.77%) Physics
4 4 (30.77%) R
4 4 (30.77%) Business Intelligence
4 4 (30.77%) C++
5 3 (23.08%) MySQL
5 3 (23.08%) Data Warehouse
5 3 (23.08%) Agile Software Development
5 3 (23.08%) Coaching
5 3 (23.08%) Marketing
5 3 (23.08%) Degree
5 3 (23.08%) Predictive Analytics
5 3 (23.08%) QA
6 2 (15.38%) QlikView
6 2 (15.38%) ISTQB
6 2 (15.38%) Requirements Analysis
6 2 (15.38%) Computer Science
6 2 (15.38%) Time Management
6 2 (15.38%) Data Extraction
6 2 (15.38%) Boost C++ Libraries
6 2 (15.38%) Predictive Modelling
6 2 (15.38%) Hedge funds
6 2 (15.38%) Mentoring
6 2 (15.38%) Web Application Development
6 2 (15.38%) Data Analytics

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:

Database & Business Intelligence
1 3 (23.08%) Data Warehouse
1 3 (23.08%) MySQL
2 2 (15.38%) Qlik Sense
2 2 (15.38%) QlikView
2 2 (15.38%) SQL Server
3 1 (7.69%) Big Data
General
1 3 (23.08%) Marketing
2 2 (15.38%) Local Government
3 1 (7.69%) Finance
Job Titles
1 6 (46.15%) Developer
2 4 (30.77%) Data Scientist
2 4 (30.77%) Software Developer
3 2 (15.38%) C Developer
3 2 (15.38%) C Programmer
3 2 (15.38%) Programmer
3 2 (15.38%) QA Manager
3 2 (15.38%) Senior Developer
3 2 (15.38%) Senior Software Developer
3 2 (15.38%) Software Programmer
4 1 (7.69%) Analyst
4 1 (7.69%) Analyst Developer
4 1 (7.69%) Business Intelligence Analyst
4 1 (7.69%) Business Intelligence Developer
4 1 (7.69%) Data Manager
4 1 (7.69%) QlikView Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) Boost C++ Libraries
1 2 (15.38%) STL
Miscellaneous
1 5 (38.46%) Algorithms
1 5 (38.46%) Mathematics
2 4 (30.77%) Physics
3 2 (15.38%) Analytical Skills
3 2 (15.38%) Computer Science
3 2 (15.38%) Data Extraction
3 2 (15.38%) Enterprise Software
3 2 (15.38%) Hedge funds
4 1 (7.69%) Credit Risk
4 1 (7.69%) Data Structures
4 1 (7.69%) Statistics
4 1 (7.69%) User Experience
Operating Systems
1 2 (15.38%) Linux
Processes & Methodologies
1 8 (61.54%) Analytics
2 6 (46.15%) Machine Learning
3 4 (30.77%) Business Intelligence
4 3 (23.08%) Agile Software Development
4 3 (23.08%) Coaching
4 3 (23.08%) Predictive Analytics
5 2 (15.38%) Business Analysis
5 2 (15.38%) Data Analytics
5 2 (15.38%) Mentoring
5 2 (15.38%) Predictive Modelling
5 2 (15.38%) Requirements Analysis
5 2 (15.38%) Root Cause Analysis
5 2 (15.38%) SDLC
5 2 (15.38%) Software Engineering
5 2 (15.38%) Strategic Planning
5 2 (15.38%) Time Management
5 2 (15.38%) Web Application Development
6 1 (7.69%) CRM
6 1 (7.69%) ETL
6 1 (7.69%) Project Management
Programming Languages
1 6 (46.15%) Python
1 6 (46.15%) SQL
2 4 (30.77%) C++
2 4 (30.77%) R
3 2 (15.38%) C
3 2 (15.38%) C#
3 2 (15.38%) Java
3 2 (15.38%) JavaScript
3 2 (15.38%) PHP
3 2 (15.38%) PL/SQL
Qualifications
1 3 (23.08%) Degree
2 2 (15.38%) ISTQB
2 2 (15.38%) ISTQB Advanced Certification
2 2 (15.38%) ISTQB Foundation Certification
3 1 (7.69%) PhD
Quality Assurance & Compliance
1 3 (23.08%) QA
Vendors
1 2 (15.38%) Oracle
1 2 (15.38%) Sophos