The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Oxford region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 72 79 92
Rank change year-on-year
+7 +13
Permanent jobs citing Data Mining 2 4 1
As % of all permanent IT jobs located in Oxford 0.32% 0.53% 0.11%
As % of the Database & Business Intelligence category 0.96% 1.61% 0.32%
Number of salaries quoted 2 2 1
Median salary £62,500 £67,500 £61,000
Median salary % change year-on-year
-7.40% +10.65%
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
Oxfordshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Oxford region.

Database & Business Intelligence Category
Oxford
Permanent IT job ads with a match in the
Database & Business Intelligence category
209 248 314
As % of all permanent IT jobs located in Oxford 33.87% 32.63% 34.39%
Number of salaries quoted 201 205 288
Median salary £50,000 £40,000 £37,500
Median salary % change year-on-year
+25.00% +6.66%
90% offered a salary of more than £37,500 £30,000 £28,500
10% offered a salary of more than £70,000 £55,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Oxford

The demand trend of job ads across the Oxford region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend 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 across the Oxford region.

Data Mining Salary Trend in Oxford

Data Mining
Salary Histogram in Oxford

This chart provides a salary histogram for IT jobs citing Data Mining across the Oxford region over the 3 months to 3 May 2016.

Data Mining Salary Histogram in Oxford

Data Mining
Top 30 Related IT Skills in Oxford

For the 6 months to 3 May 2016, 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 6 (100.00%) Java
1 6 (100.00%) Machine Learning
2 5 (83.33%) NoSQL
2 5 (83.33%) Degree
2 5 (83.33%) Python
2 5 (83.33%) PhD
2 5 (83.33%) C++
2 5 (83.33%) Finance
2 5 (83.33%) Natural Language Processing
3 4 (66.67%) Analytics
3 4 (66.67%) Algorithms
4 3 (50.00%) Agile Software Development
4 3 (50.00%) Statistics
4 3 (50.00%) C
4 3 (50.00%) Financial Modelling
4 3 (50.00%) Scala
5 2 (33.33%) Open Source
5 2 (33.33%) Mathematics
5 2 (33.33%) Physics
5 2 (33.33%) Computer Science
5 2 (33.33%) Fund Management
5 2 (33.33%) R
5 2 (33.33%) Hedge funds
5 2 (33.33%) SciPy
5 2 (33.33%) NumPy
5 2 (33.33%) C#
5 2 (33.33%) COBOL
5 2 (33.33%) JavaScript
5 2 (33.33%) Maven
5 2 (33.33%) Clustering

Data Mining
Top Related 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 1 (16.67%) Apache Spark
Database & Business Intelligence
1 5 (83.33%) NoSQL
2 1 (16.67%) Big Data
Development Applications
1 2 (33.33%) Maven
General
1 5 (83.33%) Finance
Job Titles
1 2 (33.33%) Data Engineer
1 2 (33.33%) Developer
2 1 (16.67%) Machine Learning Developer
2 1 (16.67%) Machine Learning Scientist
2 1 (16.67%) Quantitative Developer
2 1 (16.67%) Quantitative Researcher
Libraries, Frameworks & Software Standards
1 5 (83.33%) Natural Language Processing
2 2 (33.33%) Akka
2 2 (33.33%) AngularJS
2 2 (33.33%) Esper
2 2 (33.33%) NumPy
2 2 (33.33%) Pandas
2 2 (33.33%) Pyramid
2 2 (33.33%) SciPy
Miscellaneous
1 4 (66.67%) Algorithms
2 3 (50.00%) Statistics
3 2 (33.33%) Clustering
3 2 (33.33%) Computer Science
3 2 (33.33%) Hedge funds
3 2 (33.33%) Mathematics
3 2 (33.33%) Physics
4 1 (16.67%) Social Media
Processes & Methodologies
1 6 (100.00%) Machine Learning
2 4 (66.67%) Analytics
3 3 (50.00%) Agile Software Development
3 3 (50.00%) Financial Modelling
4 2 (33.33%) Fund Management
4 2 (33.33%) Open Source
5 1 (16.67%) Complex Event Processing
5 1 (16.67%) Information Retrieval
5 1 (16.67%) Kanban
5 1 (16.67%) Predictive Modelling
5 1 (16.67%) Scrum
5 1 (16.67%) Software Engineering
5 1 (16.67%) Statistical Modelling
5 1 (16.67%) Time Series Analysis
Programming Languages
1 6 (100.00%) Java
2 5 (83.33%) C++
2 5 (83.33%) Python
3 3 (50.00%) C
3 3 (50.00%) Scala
4 2 (33.33%) C#
4 2 (33.33%) COBOL
4 2 (33.33%) JavaScript
4 2 (33.33%) R
5 1 (16.67%) MATLAB
5 1 (16.67%) SQL
Qualifications
1 5 (83.33%) Degree
1 5 (83.33%) PhD
Oxford
Client Server
Salary: £70k to £90k + benefits
Posted: 11 days ago
Oxford
Recruitment Genius Ltd
Salary: £30000 - £45000 per annum
Posted: 12 days ago