Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Data Mining
South East > Oxfordshire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 137 138 152
Rank change year-on-year +1 +14 +22
Permanent jobs citing Data Mining 27 30 26
As % of all permanent IT jobs advertised in Oxfordshire 0.99% 1.08% 0.85%
As % of the Database & Business Intelligence category 3.05% 3.56% 2.72%
Number of salaries quoted 14 28 23
Oxfordshire median annual salary £62,500 £73,000 £50,000
Median salary % change year-on-year -14.38% +46.00% -4.76%
10th Percentile £25,750 £42,500 £38,750
90th Percentile £77,500 £87,500 £86,250
South East median annual salary £57,000 £55,000 £50,000
% change year-on-year +3.64% +10.00% +11.11%

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 884 843 955
As % of all permanent IT jobs advertised in Oxfordshire 32.55% 30.37% 31.25%
Number of salaries quoted 747 705 856
Oxfordshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £32,500 £29,750 £28,000
90th Percentile £70,000 £72,500 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 23 October 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 23 October 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 -9 14 £65,000 -21.21% 2
Abingdon +18 12 - -
Data Mining
South East

For the 6 months to 23 October 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 23 (85.19%) SQL
2 21 (77.78%) Algorithms
3 20 (74.07%) Machine Learning
3 20 (74.07%) C++
3 20 (74.07%) Data Management
4 19 (70.37%) Agile Software Development
4 19 (70.37%) Mathematics
4 19 (70.37%) Git (software)
4 19 (70.37%) Java
4 19 (70.37%) Python
4 19 (70.37%) Regression Testing
4 19 (70.37%) Analytics
4 19 (70.37%) Data Science
5 18 (66.67%) Data Analytics
5 18 (66.67%) Hadoop
5 18 (66.67%) Tableau
5 18 (66.67%) Delphi
5 18 (66.67%) Test Automation
5 18 (66.67%) Google Analytics
5 18 (66.67%) Visualisation
5 18 (66.67%) R
5 18 (66.67%) Data Visualisation
5 18 (66.67%) Google
6 17 (62.96%) Spotfire
6 17 (62.96%) Apache Hive
6 17 (62.96%) Predictive Analysis
7 9 (33.33%) Computer Science
8 8 (29.63%) Statistics
8 8 (29.63%) Degree
9 7 (25.93%) 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 (18.52%) Microsoft Excel
Cloud Services
1 18 (66.67%) Google Analytics
Database & Business Intelligence
1 18 (66.67%) Hadoop
2 17 (62.96%) Apache Hive
2 17 (62.96%) Spotfire
3 4 (14.81%) Power BI
4 1 (3.70%) Geospatial Data
4 1 (3.70%) SQL Server
4 1 (3.70%) Text Mining
Development Applications
1 19 (70.37%) Git (software)
2 1 (3.70%) CMake
General
1 5 (18.52%) Manufacturing
2 1 (3.70%) Automotive
2 1 (3.70%) Finance
2 1 (3.70%) Games
2 1 (3.70%) Local Government
2 1 (3.70%) Marketing
2 1 (3.70%) Multimedia
2 1 (3.70%) Publishing
Job Titles
1 19 (70.37%) Data Scientist
2 6 (22.22%) Analyst
3 5 (18.52%) Data Analyst
4 1 (3.70%) C Developer
4 1 (3.70%) C Programmer
4 1 (3.70%) C/C++ Developer
4 1 (3.70%) C/C++ Programmer
4 1 (3.70%) C/C++ Software Developer
4 1 (3.70%) C++ Developer
4 1 (3.70%) C++ Programmer
4 1 (3.70%) C++ Software Developer
4 1 (3.70%) Developer
4 1 (3.70%) Programmer
4 1 (3.70%) Senior Analyst
4 1 (3.70%) Software Developer
4 1 (3.70%) Software Engineer
4 1 (3.70%) Software Programmer
Libraries, Frameworks & Software Standards
1 2 (7.41%) Boost C++ Libraries
1 2 (7.41%) STL
2 1 (3.70%) Keras
2 1 (3.70%) Matplotlib
2 1 (3.70%) Natural Language Processing
2 1 (3.70%) NumPy
2 1 (3.70%) OpenCL
2 1 (3.70%) OpenCV
2 1 (3.70%) OpenGL
2 1 (3.70%) Pandas
2 1 (3.70%) Qt
2 1 (3.70%) scikit-learn
2 1 (3.70%) SciPy
2 1 (3.70%) TensorFlow
2 1 (3.70%) Unity (Game Engine)
2 1 (3.70%) Unreal Engine
Miscellaneous
1 21 (77.78%) Algorithms
2 9 (33.33%) Computer Science
3 5 (18.52%) Life Science
4 1 (3.70%) CUDA
4 1 (3.70%) Embedded Systems
4 1 (3.70%) GPGPU
4 1 (3.70%) Hedge funds
4 1 (3.70%) Management Information System
4 1 (3.70%) Robotics
4 1 (3.70%) User Experience
4 1 (3.70%) Virtual Team
Operating Systems
1 2 (7.41%) Linux
2 1 (3.70%) Mac OS
Processes & Methodologies
1 20 (74.07%) Data Management
1 20 (74.07%) Machine Learning
2 19 (70.37%) Agile Software Development
2 19 (70.37%) Analytics
2 19 (70.37%) Data Science
2 19 (70.37%) Mathematics
2 19 (70.37%) Regression Testing
3 18 (66.67%) Data Analytics
3 18 (66.67%) Data Visualisation
3 18 (66.67%) Test Automation
3 18 (66.67%) Visualisation
4 17 (62.96%) Predictive Analysis
5 8 (29.63%) Statistics
6 7 (25.93%) Applied Mathematics
7 5 (18.52%) Business Intelligence
8 4 (14.81%) Problem-Solving
9 3 (11.11%) Data Analysis
10 2 (7.41%) Data Modelling
11 1 (3.70%) CRM
11 1 (3.70%) Project Management
Programming Languages
1 23 (85.19%) SQL
2 20 (74.07%) C++
3 19 (70.37%) Java
3 19 (70.37%) Python
4 18 (66.67%) Delphi
4 18 (66.67%) R
5 1 (3.70%) C
5 1 (3.70%) MATLAB
5 1 (3.70%) VBA
Qualifications
1 8 (29.63%) Degree
2 7 (25.93%) Master's Degree
Quality Assurance & Compliance
1 1 (3.70%) GDPR
Systems Management
1 1 (3.70%) Systems Management Server (SMS)
Vendors
1 18 (66.67%) Google
1 18 (66.67%) Tableau
2 5 (18.52%) Microsoft
3 2 (7.41%) Alteryx
4 1 (3.70%) Northgate
4 1 (3.70%) Salesforce.com