Period
to 23 April 2019

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 April 2019 with a comparison to the same period in the previous 2 years.

Data Mining
South East > Oxfordshire
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 131 161 171
Rank change year-on-year +30 +10 -37
Permanent jobs citing Data Mining 8 19 5
As % of all permanent IT jobs advertised in Oxfordshire 0.37% 0.60% 0.18%
As % of the Database & Business Intelligence category 1.46% 1.96% 0.58%
Number of salaries quoted 7 9 6
Oxfordshire median annual salary £65,000 £42,500 £50,000
Median salary % change year-on-year +52.94% -15.00% -13.04%
10th Percentile £58,500 £40,000 £41,250
90th Percentile £86,500 £57,500 £56,875
South East median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +5.00%

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 549 970 863
As % of all permanent IT jobs advertised in Oxfordshire 25.48% 30.74% 31.88%
Number of salaries quoted 473 817 798
Oxfordshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £30,000 £29,000 £27,500
90th Percentile £75,000 £71,550 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 April 2019.

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 April 2019. 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 +20 8 £65,000 +52.94%
Data Mining
South East

For the 6 months to 23 April 2019, 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 6 (75.00%) Java
1 6 (75.00%) Python
1 6 (75.00%) Visualisation
1 6 (75.00%) Machine Learning
2 5 (62.50%) Data Visualisation
2 5 (62.50%) Data Management
2 5 (62.50%) Analytics
2 5 (62.50%) Algorithms
3 4 (50.00%) Data Science
3 4 (50.00%) Data Analysis
3 4 (50.00%) Google
3 4 (50.00%) C++
3 4 (50.00%) Hadoop
3 4 (50.00%) Big Data
3 4 (50.00%) Agile Software Development
3 4 (50.00%) Git (software)
4 3 (37.50%) Test Automation
4 3 (37.50%) Mathematics
4 3 (37.50%) Spotfire
4 3 (37.50%) Google Analytics
4 3 (37.50%) Data Analytics
4 3 (37.50%) Tableau
4 3 (37.50%) R
4 3 (37.50%) Apache Hive
4 3 (37.50%) Delphi
4 3 (37.50%) SQL
4 3 (37.50%) Regression Testing
4 3 (37.50%) Predictive Analysis
5 2 (25.00%) SDLC
5 2 (25.00%) Metadata Management

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:

Application Platforms
1 1 (12.50%) Apache
1 1 (12.50%) Apache Solr
1 1 (12.50%) Apache Spark
1 1 (12.50%) Elasticsearch
Applications
1 1 (12.50%) Weka
Business Applications
1 1 (12.50%) SAP CRM
Cloud Services
1 3 (37.50%) Google Analytics
2 1 (12.50%) Amazon AWS
Database & Business Intelligence
1 4 (50.00%) Big Data
1 4 (50.00%) Hadoop
2 3 (37.50%) Apache Hive
2 3 (37.50%) Spotfire
3 2 (25.00%) Data Warehouse
4 1 (12.50%) Flink
4 1 (12.50%) Text Mining
Development Applications
1 4 (50.00%) Git (software)
2 1 (12.50%) CMake
General
1 1 (12.50%) Back Office
1 1 (12.50%) Games
1 1 (12.50%) Publishing
Job Titles
1 3 (37.50%) Data Scientist
2 2 (25.00%) Architect
2 2 (25.00%) Data Architect
2 2 (25.00%) Lead Architect
2 2 (25.00%) Lead Data Architect
2 2 (25.00%) Machine Learning Engineer
2 2 (25.00%) Python Engineer
3 1 (12.50%) Enterprise Architect
3 1 (12.50%) Enterprise Data Architect
3 1 (12.50%) Java Engineer
3 1 (12.50%) Lead Enterprise Architect
3 1 (12.50%) Python Software Engineer
3 1 (12.50%) Senior Software Engineer
3 1 (12.50%) Software Engineer
3 1 (12.50%) Systems Engineer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Natural Language Processing
2 1 (12.50%) Boost C++ Libraries
2 1 (12.50%) Cascading
2 1 (12.50%) Kafka
2 1 (12.50%) Keras
2 1 (12.50%) OpenNLP
2 1 (12.50%) scikit-learn
2 1 (12.50%) TensorFlow
Miscellaneous
1 5 (62.50%) Algorithms
2 2 (25.00%) Analytical Skills
3 1 (12.50%) Robotics
Operating Systems
1 1 (12.50%) Linux
Processes & Methodologies
1 6 (75.00%) Machine Learning
1 6 (75.00%) Visualisation
2 5 (62.50%) Analytics
2 5 (62.50%) Data Management
2 5 (62.50%) Data Visualisation
3 4 (50.00%) Agile Software Development
3 4 (50.00%) Data Analysis
3 4 (50.00%) Data Science
4 3 (37.50%) Data Analytics
4 3 (37.50%) Mathematics
4 3 (37.50%) Predictive Analysis
4 3 (37.50%) Regression Testing
4 3 (37.50%) Test Automation
5 2 (25.00%) Business Intelligence
5 2 (25.00%) Data Governance
5 2 (25.00%) Data Migration
5 2 (25.00%) Data Modelling
5 2 (25.00%) ETL
5 2 (25.00%) Migration
5 2 (25.00%) Stakeholder Management
Programming Languages
1 6 (75.00%) Java
1 6 (75.00%) Python
2 4 (50.00%) C++
3 3 (37.50%) Delphi
3 3 (37.50%) R
3 3 (37.50%) SQL
4 2 (25.00%) Scala
5 1 (12.50%) MATLAB
Qualifications
1 2 (25.00%) PhD
Vendors
1 4 (50.00%) Google
2 3 (37.50%) Tableau
3 1 (12.50%) SAP