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

Data Mining
South East > Oxfordshire
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 176 148 158
Rank change year-on-year -28 +10 +13
Permanent jobs citing Data Mining 7 17 28
As % of all permanent IT jobs advertised in Oxfordshire 0.23% 0.61% 0.88%
As % of the Database & Business Intelligence category 0.75% 2.06% 2.65%
Number of salaries quoted 6 17 14
Oxfordshire median annual salary £26,500 £82,500 £52,500
Median salary % change year-on-year -67.88% +57.14% +23.53%
10th Percentile £24,375 £52,250 £38,750
90th Percentile £54,375 £87,500 £86,250
South East median annual salary £57,000 £62,500 £45,000
% change year-on-year -8.80% +38.89% +2.86%

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 931 827 1,056
As % of all permanent IT jobs advertised in Oxfordshire 30.64% 29.64% 33.32%
Number of salaries quoted 832 762 942
Oxfordshire median annual salary £47,500 £45,000 £46,000
Median salary % change year-on-year +5.56% -2.17% +15.00%
10th Percentile £30,000 £28,533 £28,750
90th Percentile £70,000 £69,875 £67,500
South East median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +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 July 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 July 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 -23 5 £26,500 -67.88%
Abingdon - 1 - -
Data Mining
South East

For the 6 months to 23 July 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 5 (71.43%) SQL
1 5 (71.43%) Microsoft Excel
1 5 (71.43%) Microsoft
2 4 (57.14%) Power BI
2 4 (57.14%) Business Intelligence
2 4 (57.14%) Problem-Solving
3 2 (28.57%) Alteryx
3 2 (28.57%) Algorithms
4 1 (14.29%) scikit-learn
4 1 (14.29%) SDLC
4 1 (14.29%) TensorFlow
4 1 (14.29%) Deep Learning
4 1 (14.29%) Pandas
4 1 (14.29%) Virtual Team
4 1 (14.29%) Keras
4 1 (14.29%) Geospatial Data
4 1 (14.29%) Data Science
4 1 (14.29%) Agile Software Development
4 1 (14.29%) Data Management
4 1 (14.29%) Text Mining
4 1 (14.29%) Data Analysis
4 1 (14.29%) Local Government
4 1 (14.29%) Northgate
4 1 (14.29%) Statistics
4 1 (14.29%) Mathematics
4 1 (14.29%) Computer Science
4 1 (14.29%) Budget Control
4 1 (14.29%) Boost C++ Libraries
4 1 (14.29%) Hedge funds
4 1 (14.29%) SciPy

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 (71.43%) Microsoft Excel
Database & Business Intelligence
1 4 (57.14%) Power BI
2 1 (14.29%) Geospatial Data
2 1 (14.29%) SQL Server
2 1 (14.29%) Text Mining
General
1 1 (14.29%) Finance
1 1 (14.29%) Local Government
Job Titles
1 5 (71.43%) Analyst
1 5 (71.43%) Data Analyst
2 1 (14.29%) C Developer
2 1 (14.29%) C Programmer
2 1 (14.29%) C/C++ Developer
2 1 (14.29%) C/C++ Programmer
2 1 (14.29%) C/C++ Software Developer
2 1 (14.29%) C++ Developer
2 1 (14.29%) C++ Programmer
2 1 (14.29%) C++ Software Developer
2 1 (14.29%) Data Scientist
2 1 (14.29%) Developer
2 1 (14.29%) Programmer
2 1 (14.29%) Software Developer
2 1 (14.29%) Software Programmer
Libraries, Frameworks & Software Standards
1 1 (14.29%) Boost C++ Libraries
1 1 (14.29%) Keras
1 1 (14.29%) Matplotlib
1 1 (14.29%) Natural Language Processing
1 1 (14.29%) NumPy
1 1 (14.29%) Pandas
1 1 (14.29%) scikit-learn
1 1 (14.29%) SciPy
1 1 (14.29%) STL
1 1 (14.29%) TensorFlow
Miscellaneous
1 2 (28.57%) Algorithms
2 1 (14.29%) Computer Science
2 1 (14.29%) Hedge funds
2 1 (14.29%) Management Information System
2 1 (14.29%) Virtual Team
Operating Systems
1 1 (14.29%) Linux
Processes & Methodologies
1 4 (57.14%) Business Intelligence
1 4 (57.14%) Problem-Solving
2 1 (14.29%) Agile Software Development
2 1 (14.29%) Budget Control
2 1 (14.29%) Data Analysis
2 1 (14.29%) Data Management
2 1 (14.29%) Data Modelling
2 1 (14.29%) Data Science
2 1 (14.29%) Deep Learning
2 1 (14.29%) Machine Learning
2 1 (14.29%) Mathematics
2 1 (14.29%) Project Management
2 1 (14.29%) Scrum
2 1 (14.29%) SDLC
2 1 (14.29%) Statistics
Programming Languages
1 5 (71.43%) SQL
2 1 (14.29%) C
2 1 (14.29%) C++
2 1 (14.29%) Python
2 1 (14.29%) VBA
Systems Management
1 1 (14.29%) Systems Management Server (SMS)
Vendors
1 5 (71.43%) Microsoft
2 2 (28.57%) Alteryx
3 1 (14.29%) Northgate