Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 6 months to 13 December 2018 with a comparison to the same period in the previous 2 years.

Data Mining
South East > Oxfordshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 127 140 149
Rank change year-on-year +13 +9 +7
Permanent jobs citing Data Mining 29 31 21
As % of all permanent IT jobs advertised in Oxfordshire 1.15% 1.00% 0.74%
As % of the Database & Business Intelligence category 3.59% 3.20% 2.44%
Number of salaries quoted 17 23 19
Oxfordshire median annual salary £65,000 £55,000 £50,000
Median salary % change year-on-year +18.18% +10.00% -13.04%
10th Percentile £25,750 £42,500 £41,786
90th Percentile £77,500 £87,500 £86,250
South East median annual salary £50,000 £50,000 £50,000

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Permanent vacancies with a requirement for database or business intelligence skills 807 968 862
As % of all permanent IT jobs advertised in Oxfordshire 32.11% 31.16% 30.44%
Number of salaries quoted 673 782 761
Oxfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £32,500 £30,000 £28,750
90th Percentile £72,500 £71,250 £60,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Data Mining
Job Vacancy Trend in Oxfordshire

Job postings citing Data Mining as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Data Mining 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 in Oxfordshire.

Salary trend for Data Mining in Oxfordshire

Data Mining
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Data Mining in Oxfordshire over the 6 months to 13 December 2018.

Salary histogram for Data Mining 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 6 months to 13 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +10 17 £65,000 -23.53%
Abingdon +16 11 - -
Data Mining
South East

For the 6 months to 13 December 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Oxfordshire region with a requirement for Data Mining.

1 25 (86.21%) SQL
2 23 (79.31%) C++
2 23 (79.31%) Java
2 23 (79.31%) Data Management
2 23 (79.31%) Git (software)
2 23 (79.31%) Machine Learning
3 22 (75.86%) Visualisation
3 22 (75.86%) Regression Testing
3 22 (75.86%) Python
3 22 (75.86%) Analytics
3 22 (75.86%) Algorithms
4 21 (72.41%) Data Science
4 21 (72.41%) Delphi
4 21 (72.41%) Agile Software Development
4 21 (72.41%) Hadoop
4 21 (72.41%) R
4 21 (72.41%) Data Visualisation
4 21 (72.41%) Tableau
4 21 (72.41%) Data Analytics
4 21 (72.41%) Test Automation
4 21 (72.41%) Google Analytics
4 21 (72.41%) Google
4 21 (72.41%) Mathematics
5 20 (68.97%) Spotfire
5 20 (68.97%) Apache Hive
5 20 (68.97%) Predictive Analysis
6 8 (27.59%) Degree
6 8 (27.59%) Computer Science
7 7 (24.14%) Statistics
7 7 (24.14%) Applied Mathematics

Data Mining
Co-occurring 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 5 (17.24%) Microsoft Excel
Cloud Services
1 21 (72.41%) Google Analytics
Database & Business Intelligence
1 21 (72.41%) Hadoop
2 20 (68.97%) Apache Hive
2 20 (68.97%) Spotfire
3 4 (13.79%) Power BI
4 1 (3.45%) SQL Server
Development Applications
1 23 (79.31%) Git (software)
2 2 (6.90%) CMake
General
1 5 (17.24%) Manufacturing
2 2 (6.90%) Games
3 1 (3.45%) Automotive
3 1 (3.45%) Local Government
3 1 (3.45%) Marketing
3 1 (3.45%) Multimedia
3 1 (3.45%) Publishing
Job Titles
1 21 (72.41%) Data Scientist
2 6 (20.69%) Analyst
3 5 (17.24%) Data Analyst
4 2 (6.90%) Software Engineer
5 1 (3.45%) Python Engineer
5 1 (3.45%) Python Software Engineer
5 1 (3.45%) Senior Analyst
5 1 (3.45%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 2 (6.90%) Boost C++ Libraries
2 1 (3.45%) OpenCL
2 1 (3.45%) OpenCV
2 1 (3.45%) OpenGL
2 1 (3.45%) Qt
2 1 (3.45%) STL
2 1 (3.45%) Unity (Game Engine)
2 1 (3.45%) Unreal Engine
Miscellaneous
1 22 (75.86%) Algorithms
2 5 (17.24%) Life Science
3 2 (6.90%) Robotics
4 1 (3.45%) CUDA
4 1 (3.45%) Embedded Systems
4 1 (3.45%) GPGPU
4 1 (3.45%) Management Information System
4 1 (3.45%) User Experience
Operating Systems
1 2 (6.90%) Linux
2 1 (3.45%) Mac OS
Processes & Methodologies
1 23 (79.31%) Data Management
1 23 (79.31%) Machine Learning
2 22 (75.86%) Analytics
2 22 (75.86%) Regression Testing
2 22 (75.86%) Visualisation
3 21 (72.41%) Agile Software Development
3 21 (72.41%) Data Analytics
3 21 (72.41%) Data Science
3 21 (72.41%) Data Visualisation
3 21 (72.41%) Mathematics
3 21 (72.41%) Test Automation
4 20 (68.97%) Predictive Analysis
5 8 (27.59%) Computer Science
6 7 (24.14%) Applied Mathematics
6 7 (24.14%) Statistics
7 5 (17.24%) Business Intelligence
8 4 (13.79%) Problem-Solving
9 3 (10.34%) Data Analysis
10 2 (6.90%) Artificial Intelligence
10 2 (6.90%) Software Engineering
Programming Languages
1 25 (86.21%) SQL
2 23 (79.31%) C++
2 23 (79.31%) Java
3 22 (75.86%) Python
4 21 (72.41%) Delphi
4 21 (72.41%) R
5 2 (6.90%) MATLAB
6 1 (3.45%) VBA
Qualifications
1 8 (27.59%) Degree
2 7 (24.14%) Master's Degree
Quality Assurance & Compliance
1 1 (3.45%) GDPR
Systems Management
1 1 (3.45%) Systems Management Server (SMS)
Vendors
1 21 (72.41%) Google
1 21 (72.41%) Tableau
2 5 (17.24%) Microsoft
3 2 (6.90%) Alteryx
4 1 (3.45%) Northgate
4 1 (3.45%) Salesforce.com