The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Oxford 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 64 87 85
Rank change year-on-year
+23 -2
Permanent jobs citing Data Mining 5 11 1
As % of all permanent IT jobs located in Oxford 0.76% 1.19% 0.13%
As % of the Database & Business Intelligence category 2.36% 2.96% 0.45%
Number of salaries quoted 5 11 1
Median salary £50,000 £50,500 £35,000
Median salary % change year-on-year
-0.99% +44.28%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
Oxfordshire

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 Oxford region.

Database & Business Intelligence Category
Oxford
Permanent IT job ads with a match in the
Database & Business Intelligence category
212 371 221
As % of all permanent IT jobs located in Oxford 32.22% 40.20% 29.16%
Number of salaries quoted 192 295 203
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £31,500 £34,776 £30,000
10% offered a salary of more than £57,000 £60,000 £65,000
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 Oxford

The demand trend of job ads across the Oxford 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 Oxford

Data Mining
Salary Trend in Oxford

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

Data Mining Salary Trend in Oxford

Data Mining
Top 30 Related IT Skills in Oxford

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 Oxford region with a requirement for Data Mining.

1 8 (72.73%) Mathematics
1 8 (72.73%) Algorithms
2 6 (54.55%) Analytics
2 6 (54.55%) C
2 6 (54.55%) C++
2 6 (54.55%) SQL
3 5 (45.45%) STL
3 5 (45.45%) Linux
3 5 (45.45%) Python
3 5 (45.45%) Physics
3 5 (45.45%) Computer Science
3 5 (45.45%) SDLC
3 5 (45.45%) Boost C++ Libraries
3 5 (45.45%) Hedge funds
3 5 (45.45%) R
3 5 (45.45%) Machine Learning
4 3 (27.27%) Marketing
4 3 (27.27%) Degree
4 3 (27.27%) Business Intelligence
5 2 (18.18%) PhD
5 2 (18.18%) Web Analytics
5 2 (18.18%) Statistics
5 2 (18.18%) Big Data
5 2 (18.18%) Statistical Modelling
5 2 (18.18%) Predictive Modelling
5 2 (18.18%) Credit Risk
5 2 (18.18%) Operations Research
5 2 (18.18%) Propensity Modelling
5 2 (18.18%) Analytical Skills
6 1 (9.09%) Performance Tuning

Data Mining
Top Related IT Skills in Oxford 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 2 (18.18%) Big Data
2 1 (9.09%) Data Warehouse
2 1 (9.09%) Qlik Sense
2 1 (9.09%) QlikView
General
1 3 (27.27%) Marketing
2 1 (9.09%) Finance
2 1 (9.09%) Local Government
Job Titles
1 6 (54.55%) Developer
2 5 (45.45%) C Developer
2 5 (45.45%) C Programmer
2 5 (45.45%) Data Scientist
2 5 (45.45%) Programmer
2 5 (45.45%) Software Developer
2 5 (45.45%) Software Programmer
3 1 (9.09%) Analyst
3 1 (9.09%) Analyst Developer
3 1 (9.09%) Business Intelligence Analyst
3 1 (9.09%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 5 (45.45%) Boost C++ Libraries
1 5 (45.45%) STL
Miscellaneous
1 8 (72.73%) Algorithms
1 8 (72.73%) Mathematics
2 5 (45.45%) Computer Science
2 5 (45.45%) Hedge funds
2 5 (45.45%) Physics
3 2 (18.18%) Analytical Skills
3 2 (18.18%) Credit Risk
3 2 (18.18%) Statistics
4 1 (9.09%) Data Extraction
Operating Systems
1 5 (45.45%) Linux
Processes & Methodologies
1 6 (54.55%) Analytics
2 5 (45.45%) Machine Learning
2 5 (45.45%) SDLC
3 3 (27.27%) Business Intelligence
4 2 (18.18%) Operations Research
4 2 (18.18%) Predictive Modelling
4 2 (18.18%) Propensity Modelling
4 2 (18.18%) Statistical Modelling
4 2 (18.18%) Web Analytics
5 1 (9.09%) Business Analysis
5 1 (9.09%) Coaching
5 1 (9.09%) Performance Tuning
5 1 (9.09%) Requirements Analysis
5 1 (9.09%) Strategic Planning
Programming Languages
1 6 (54.55%) C
1 6 (54.55%) C++
1 6 (54.55%) SQL
2 5 (45.45%) Python
2 5 (45.45%) R
3 1 (9.09%) Java
3 1 (9.09%) PL/SQL
3 1 (9.09%) VBA
Qualifications
1 3 (27.27%) Degree
2 2 (18.18%) PhD
Quality Assurance & Compliance
1 1 (9.09%) QA
Vendors
1 1 (9.09%) Oracle