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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South East / Oxfordshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 101 120 -
Rank change year-on-year +19 -  
Permanent jobs citing Data Mining 14 12 0
As % of all permanent IT jobs advertised in Oxfordshire 1.04% 0.73% -
As % of the Database & Business Intelligence category 3.61% 2.05% -
Number of salaries quoted 14 9 0
Median salary £77,750 £52,500 -
Median salary % change year-on-year +48.09% -  
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

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 Oxfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Oxfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 388 586 474
As % of all permanent IT job vacancies advertised in Oxfordshire 28.89% 35.88% 29.79%
Number of salaries quoted 354 529 407
Median salary £44,500 £50,000 £40,000
Median salary % change year-on-year -11.00% +25.00%  
90% offered a salary of more than £30,500 £32,500 £30,000
10% offered a salary of more than £75,000 £57,500 £65,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Oxfordshire

The job posting trend of jobs advertised in Oxfordshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 25 June 2017.

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 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +16 12 £82,500 +3.12% 1
Banbury - 1 £50,000 -
Data Mining
South East

For the 6 months to 25 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 Oxfordshire region with a requirement for Data Mining.

1 13 (92.86%) Java
2 11 (78.57%) Agile Software Development
2 11 (78.57%) TDD
2 11 (78.57%) Scala
2 11 (78.57%) Big Data
2 11 (78.57%) Apache Spark
3 10 (71.43%) Machine Learning
3 10 (71.43%) PhD
4 9 (64.29%) Python
4 9 (64.29%) C++
5 8 (57.14%) C
5 8 (57.14%) Text Mining
5 8 (57.14%) Information Retrieval
6 7 (50.00%) Kafka
6 7 (50.00%) Continuous Deployment
6 7 (50.00%) Natural Language Processing
6 7 (50.00%) Elasticsearch
6 7 (50.00%) Apache Solr
6 7 (50.00%) Lucene
6 7 (50.00%) Artificial Intelligence
6 7 (50.00%) Software Engineering
6 7 (50.00%) Continuous Integration
6 7 (50.00%) Multithreading
6 7 (50.00%) Apache
6 7 (50.00%) .NET
7 4 (28.57%) Kanban
7 4 (28.57%) Scrum
7 4 (28.57%) Pair Programming
7 4 (28.57%) Hadoop
7 4 (28.57%) Amazon EC2

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 11 (78.57%) Apache Spark
2 7 (50.00%) Apache
2 7 (50.00%) Apache Solr
2 7 (50.00%) Elasticsearch
3 1 (7.14%) ArcGIS
Applications
1 1 (7.14%) Microsoft Excel
1 1 (7.14%) Microsoft Office
Cloud Services
1 4 (28.57%) Amazon AWS
1 4 (28.57%) Amazon EC2
1 4 (28.57%) Amazon S3
Database & Business Intelligence
1 11 (78.57%) Big Data
2 8 (57.14%) Text Mining
3 4 (28.57%) Data Lake
3 4 (28.57%) Hadoop
4 1 (7.14%) GIS
4 1 (7.14%) MongoDB
4 1 (7.14%) QGIS
4 1 (7.14%) SQLite
General
1 1 (7.14%) Marketing
Job Titles
1 7 (50.00%) Development Manager
1 7 (50.00%) Software Development Manager
1 7 (50.00%) Software Manager
2 4 (28.57%) Big Data Engineer
2 4 (28.57%) Data Engineer
3 2 (14.29%) Data Scientist
4 1 (7.14%) Big Data Manager
4 1 (7.14%) Java Development Manager
4 1 (7.14%) Machine Learning Specialist
Libraries, Frameworks & Software Standards
1 7 (50.00%) .NET
1 7 (50.00%) Kafka
1 7 (50.00%) Lucene
1 7 (50.00%) Natural Language Processing
Miscellaneous
1 2 (14.29%) Algorithms
1 2 (14.29%) Computer Science
2 1 (7.14%) Data Structures
Processes & Methodologies
1 11 (78.57%) Agile Software Development
1 11 (78.57%) TDD
2 10 (71.43%) Machine Learning
3 8 (57.14%) Information Retrieval
4 7 (50.00%) Artificial Intelligence
4 7 (50.00%) Continuous Deployment
4 7 (50.00%) Continuous Integration
4 7 (50.00%) Multithreading
4 7 (50.00%) Software Engineering
5 4 (28.57%) Continuous Delivery
5 4 (28.57%) Kanban
5 4 (28.57%) Pair Programming
5 4 (28.57%) Scrum
6 3 (21.43%) Mathematics
6 3 (21.43%) Statistics
7 2 (14.29%) Predictive Modelling
7 2 (14.29%) Statistical Analysis
8 1 (7.14%) Signal Processing
8 1 (7.14%) Statistical Modelling
8 1 (7.14%) Validation
Programming Languages
1 13 (92.86%) Java
2 11 (78.57%) Scala
3 9 (64.29%) C++
3 9 (64.29%) Python
4 8 (57.14%) C
5 2 (14.29%) R
6 1 (7.14%) C#
6 1 (7.14%) SQL
Qualifications
1 10 (71.43%) PhD
2 1 (7.14%) Degree
2 1 (7.14%) Numerate Degree
System Software
1 4 (28.57%) Docker
Systems Management
1 4 (28.57%) Mesos
Vendors
1 1 (7.14%) Microsoft
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 6 days ago