The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Oxfordshire > Oxford
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 69 86 -
Rank change year-on-year +17 -  
Permanent jobs citing Data Mining 14 3 0
As % of all permanent IT jobs advertised in Oxford 1.97% 0.40% -
As % of the Database & Business Intelligence category 6.64% 1.11% -
Number of salaries quoted 14 3 0
Oxford median annual salary £82,500 £80,000 -
Median salary % change year-on-year +3.12% -  
Oxfordshire median annual salary £77,750 £52,500 -
% change year-on-year +48.09% -  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxford with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Oxford
Permanent job vacancies with a requirement for database and business intelligence skills 211 270 205
As % of all permanent IT job vacancies advertised in Oxford 29.72% 36.05% 25.34%
Number of salaries quoted 435 539 357
Oxford median annual salary £45,000 £50,000 £40,000
Median salary % change year-on-year -10.00% +25.00%  
10th Percentile £31,250 £32,500 £28,750
90th Percentile £83,750 £53,750 £72,500
Oxfordshire median annual salary £44,031 £50,000 £40,000
% change year-on-year -11.93% +25.00%  

Data Mining
Job Vacancy Trend in Oxford

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

Job vacancy trend for Data Mining 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 in Oxford.

Salary trend for Data Mining in Oxford

Data Mining
Salary Histogram in Oxford

The salary distribution of IT jobs citing Data Mining in Oxford over the 3 months to 29 June 2017.

Salary histogram for Data Mining in Oxford

For the 6 months to 29 June 2017, 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 14 (100.00%) Java
2 13 (92.86%) Agile Software Development
2 13 (92.86%) TDD
2 13 (92.86%) Scala
2 13 (92.86%) Big Data
2 13 (92.86%) Apache Spark
3 9 (64.29%) Machine Learning
3 9 (64.29%) C
3 9 (64.29%) C++
3 9 (64.29%) PhD
4 8 (57.14%) Apache
4 8 (57.14%) Python
4 8 (57.14%) .NET
4 8 (57.14%) Text Mining
4 8 (57.14%) Lucene
4 8 (57.14%) Artificial Intelligence
4 8 (57.14%) Software Engineering
4 8 (57.14%) Kafka
4 8 (57.14%) Elasticsearch
4 8 (57.14%) Continuous Integration
4 8 (57.14%) Multithreading
4 8 (57.14%) Apache Solr
4 8 (57.14%) Natural Language Processing
4 8 (57.14%) Continuous Deployment
4 8 (57.14%) Information Retrieval
5 5 (35.71%) Mesos
5 5 (35.71%) Data Lake
5 5 (35.71%) Continuous Delivery
5 5 (35.71%) Pair Programming
5 5 (35.71%) Hadoop

Data Mining
Co-occurring 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:

Application Platforms
1 13 (92.86%) Apache Spark
2 8 (57.14%) Apache
2 8 (57.14%) Apache Solr
2 8 (57.14%) Elasticsearch
3 1 (7.14%) ArcGIS
Applications
1 1 (7.14%) Microsoft Excel
1 1 (7.14%) Microsoft Office
Cloud Services
1 5 (35.71%) Amazon AWS
1 5 (35.71%) Amazon EC2
1 5 (35.71%) Amazon S3
Database & Business Intelligence
1 13 (92.86%) Big Data
2 8 (57.14%) Text Mining
3 5 (35.71%) Data Lake
3 5 (35.71%) Hadoop
4 1 (7.14%) GIS
4 1 (7.14%) QGIS
Job Titles
1 8 (57.14%) Development Manager
1 8 (57.14%) Software Development Manager
1 8 (57.14%) Software Manager
2 5 (35.71%) Big Data Engineer
2 5 (35.71%) Data Engineer
3 2 (14.29%) Big Data Manager
4 1 (7.14%) Data Scientist
4 1 (7.14%) Java Development Manager
Libraries, Frameworks & Software Standards
1 8 (57.14%) .NET
1 8 (57.14%) Kafka
1 8 (57.14%) Lucene
1 8 (57.14%) Natural Language Processing
Miscellaneous
1 1 (7.14%) Computer Science
Processes & Methodologies
1 13 (92.86%) Agile Software Development
1 13 (92.86%) TDD
2 9 (64.29%) Machine Learning
3 8 (57.14%) Artificial Intelligence
3 8 (57.14%) Continuous Deployment
3 8 (57.14%) Continuous Integration
3 8 (57.14%) Information Retrieval
3 8 (57.14%) Multithreading
3 8 (57.14%) Software Engineering
4 5 (35.71%) Continuous Delivery
4 5 (35.71%) Kanban
4 5 (35.71%) Pair Programming
4 5 (35.71%) Scrum
5 1 (7.14%) Mathematics
5 1 (7.14%) Statistical Analysis
5 1 (7.14%) Statistics
Programming Languages
1 14 (100.00%) Java
2 13 (92.86%) Scala
3 9 (64.29%) C
3 9 (64.29%) C++
4 8 (57.14%) Python
5 1 (7.14%) R
Qualifications
1 9 (64.29%) PhD
2 1 (7.14%) Degree
2 1 (7.14%) Numerate Degree
System Software
1 5 (35.71%) Docker
Systems Management
1 5 (35.71%) Mesos
Vendors
1 1 (7.14%) Microsoft
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 3 days ago