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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 91 74 75
Rank change year-on-year
-17 +1
Permanent jobs citing Data Mining 2 7 6
As % of all permanent IT jobs located in Oxford 0.26% 0.92% 0.76%
As % of the Database & Business Intelligence category 0.68% 2.95% 1.99%
Number of salaries quoted 2 6 6
Average salary £61,500 £62,500 £52,500
Average salary % change year-on-year
-1.60% +19.04%
90% offered a salary of more than £52,700 £48,750 £36,250
10% offered a salary of more than £70,300 £77,500 £53,750
UK excluding London average salary £45,000 £42,500 £37,650
% change year-on-year
+5.88% +12.88%
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
295 237 301
As % of all permanent IT jobs located in Oxford 37.68% 31.18% 38.15%
Number of salaries quoted 236 214 261
Average salary £50,000 £41,500 £40,000
Average salary % change year-on-year
+20.48% +3.75%
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £72,500 £60,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Oxford

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Oxford region as a proportion of the total demand within 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 12 February 2016.

Data Mining Salary Histogram in Oxford

Data Mining
Top 30 Related IT Skills in Oxford

For the 6 months to 12 February 2016, IT jobs across the Oxford region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 11 (100.00%) C++
1 11 (100.00%) Python
1 11 (100.00%) PhD
1 11 (100.00%) Java
1 11 (100.00%) Degree
1 11 (100.00%) NoSQL
1 11 (100.00%) Natural Language Processing
1 11 (100.00%) Machine Learning
2 10 (90.91%) Finance
3 6 (54.55%) JavaScript
3 6 (54.55%) COBOL
3 6 (54.55%) C#
3 6 (54.55%) Analytics
3 6 (54.55%) Computer Science
3 6 (54.55%) Scala
3 6 (54.55%) Akka
4 5 (45.45%) Pyramid
4 5 (45.45%) Pandas
4 5 (45.45%) Algorithms
4 5 (45.45%) Open Source
4 5 (45.45%) Hedge funds
4 5 (45.45%) Fund Management
4 5 (45.45%) Financial Modelling
4 5 (45.45%) Mathematics
4 5 (45.45%) Physics
4 5 (45.45%) Esper
4 5 (45.45%) SciPy
4 5 (45.45%) NumPy
4 5 (45.45%) AngularJS
4 5 (45.45%) C

Data Mining
Top Related IT Skills in Oxford by Category

For the 6 months to 12 February 2016, IT jobs across the Oxford region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 1 (9.09%) Apache
1 1 (9.09%) Apache Spark
Database & Business Intelligence
1 11 (100.00%) NoSQL
Development Applications
1 5 (45.45%) Maven
General
1 10 (90.91%) Finance
Job Titles
1 7 (63.64%) Developer
2 4 (36.36%) Machine Learning Developer
3 3 (27.27%) Quantitative Developer
4 1 (9.09%) Junior
4 1 (9.09%) Junior Developer
4 1 (9.09%) Junior Quantitative Developer
4 1 (9.09%) Machine Learning Engineer
4 1 (9.09%) Quantitative Researcher
4 1 (9.09%) Software Developer
Libraries, Frameworks & Software Standards
1 11 (100.00%) Natural Language Processing
2 6 (54.55%) Akka
3 5 (45.45%) AngularJS
3 5 (45.45%) Esper
3 5 (45.45%) NumPy
3 5 (45.45%) Pandas
3 5 (45.45%) Pyramid
3 5 (45.45%) SciPy
Miscellaneous
1 6 (54.55%) Computer Science
2 5 (45.45%) Algorithms
2 5 (45.45%) Clustering
2 5 (45.45%) Hedge funds
2 5 (45.45%) Mathematics
2 5 (45.45%) Physics
2 5 (45.45%) Statistics
Processes & Methodologies
1 11 (100.00%) Machine Learning
2 6 (54.55%) Analytics
3 5 (45.45%) Agile Software Development
3 5 (45.45%) Financial Modelling
3 5 (45.45%) Fund Management
3 5 (45.45%) Open Source
Programming Languages
1 11 (100.00%) C++
1 11 (100.00%) Java
1 11 (100.00%) Python
2 6 (54.55%) C#
2 6 (54.55%) COBOL
2 6 (54.55%) JavaScript
2 6 (54.55%) Scala
3 5 (45.45%) C
Qualifications
1 11 (100.00%) Degree
1 11 (100.00%) PhD