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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 77 76 74
Rank change year-on-year
-1 -2
Permanent jobs citing Data Mining 7 2 4
As % of all permanent IT jobs located in Oxford 0.88% 0.26% 0.56%
As % of the Database & Business Intelligence category 2.86% 0.93% 1.45%
Number of salaries quoted 7 2 3
Median salary £72,500 £52,500 £70,000
Median salary % change year-on-year
+38.09% -25.00%
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
245 216 276
As % of all permanent IT jobs located in Oxford 30.93% 28.57% 38.49%
Number of salaries quoted 222 148 246
Median salary £50,000 £40,000 £45,000
Median salary % change year-on-year
+25.00% -11.11%
90% offered a salary of more than £32,500 £27,500 £30,000
10% offered a salary of more than £59,250 £62,500 £60,000
UK excluding London median salary £42,500 £42,500 £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 30 August 2016.

Data Mining Salary Histogram in Oxford

Data Mining
Top 30 Related IT Skills in Oxford

For the 6 months to 30 August 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 8 (80.00%) C
1 8 (80.00%) C++
1 8 (80.00%) Algorithms
2 5 (50.00%) SDLC
2 5 (50.00%) Boost C++ Libraries
2 5 (50.00%) Hedge funds
2 5 (50.00%) Linux
2 5 (50.00%) STL
2 5 (50.00%) Mathematics
2 5 (50.00%) Computer Science
3 4 (40.00%) Java
3 4 (40.00%) Machine Learning
3 4 (40.00%) Analytics
3 4 (40.00%) R
4 3 (30.00%) Big Data
4 3 (30.00%) Predictive Modelling
4 3 (30.00%) SQL
4 3 (30.00%) Python
4 3 (30.00%) PhD
4 3 (30.00%) Statistics
5 2 (20.00%) Agile Software Development
5 2 (20.00%) Kanban
5 2 (20.00%) MATLAB
5 2 (20.00%) Degree
5 2 (20.00%) Finance
5 2 (20.00%) Scrum
5 2 (20.00%) Social Media
5 2 (20.00%) Complex Event Processing
5 2 (20.00%) NoSQL
5 2 (20.00%) Financial Modelling

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 2 (20.00%) Apache Spark
Database & Business Intelligence
1 3 (30.00%) Big Data
2 2 (20.00%) NoSQL
General
1 2 (20.00%) Finance
2 1 (10.00%) Marketing
Job Titles
1 5 (50.00%) C Developer
1 5 (50.00%) C Programmer
1 5 (50.00%) Developer
1 5 (50.00%) Programmer
1 5 (50.00%) Software Developer
1 5 (50.00%) Software Programmer
2 2 (20.00%) Machine Learning Scientist
3 1 (10.00%) Analyst
3 1 (10.00%) Cybersecurity Analyst
3 1 (10.00%) Data Engineer
3 1 (10.00%) Data Scientist
3 1 (10.00%) Graduate
3 1 (10.00%) Graduate Analyst
3 1 (10.00%) Graduate Cybersecurity Analyst
3 1 (10.00%) Graduate Security Analyst
3 1 (10.00%) Security Analyst
3 1 (10.00%) Trainee
3 1 (10.00%) Trainee Analyst
Libraries, Frameworks & Software Standards
1 5 (50.00%) Boost C++ Libraries
1 5 (50.00%) STL
2 2 (20.00%) Natural Language Processing
Miscellaneous
1 8 (80.00%) Algorithms
2 5 (50.00%) Computer Science
2 5 (50.00%) Hedge funds
2 5 (50.00%) Mathematics
3 3 (30.00%) Statistics
4 2 (20.00%) Social Media
5 1 (10.00%) Analytical Skills
5 1 (10.00%) Credit Risk
5 1 (10.00%) Physics
Operating Systems
1 5 (50.00%) Linux
Processes & Methodologies
1 5 (50.00%) SDLC
2 4 (40.00%) Analytics
2 4 (40.00%) Machine Learning
3 3 (30.00%) Predictive Modelling
4 2 (20.00%) Agile Software Development
4 2 (20.00%) Complex Event Processing
4 2 (20.00%) Computational Linguistics
4 2 (20.00%) Financial Modelling
4 2 (20.00%) Information Retrieval
4 2 (20.00%) Kanban
4 2 (20.00%) Scrum
4 2 (20.00%) Sentiment Analysis
4 2 (20.00%) Statistical Modelling
4 2 (20.00%) Time Series Analysis
5 1 (10.00%) Business Intelligence
5 1 (10.00%) Malware Detection/Protection
5 1 (10.00%) Operations Research
5 1 (10.00%) Reverse Engineering
5 1 (10.00%) Software Engineering
5 1 (10.00%) Web Analytics
Programming Languages
1 8 (80.00%) C
1 8 (80.00%) C++
2 4 (40.00%) Java
2 4 (40.00%) R
3 3 (30.00%) Python
3 3 (30.00%) SQL
4 2 (20.00%) MATLAB
4 2 (20.00%) Scala
5 1 (10.00%) VBA
Qualifications
1 3 (30.00%) PhD
2 2 (20.00%) Degree
3 1 (10.00%) SC Cleared
3 1 (10.00%) Security Cleared