The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Oxfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 113 110 137
Rank change year-on-year
-3 +27
Permanent jobs citing Data Mining 14 5 3
As % of all permanent IT jobs located in Oxfordshire 0.89% 0.33% 0.17%
As % of the Database & Business Intelligence category 2.48% 0.98% 0.43%
Number of salaries quoted 8 4 2
Median salary £52,500 £35,250 £63,000
Median salary % change year-on-year
+48.93% -44.04%
90% offered a salary of more than £42,500 £28,000 £61,400
10% offered a salary of more than £80,000 £53,000 £64,600
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
South East

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 Oxfordshire region.

Database & Business Intelligence Category
Oxfordshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
565 510 704
As % of all permanent IT jobs located in Oxfordshire 36.03% 33.38% 39.80%
Number of salaries quoted 497 421 653
Median salary £50,000 £40,000 £40,000
Median salary % change year-on-year
+25.00% -
90% offered a salary of more than £35,000 £30,000 £29,000
10% offered a salary of more than £67,500 £55,000 £57,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in Oxfordshire

The demand trend of job ads across the Oxfordshire 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 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 across the Oxfordshire region.

Data Mining Salary Trend in Oxfordshire

Data Mining
Salary Histogram in Oxfordshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Oxfordshire region over the 3 months to 27 May 2016.

Data Mining Salary Histogram 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 27 May 2016. 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
(Click see detailed
statistics and trends)
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
Abingdon - 9 £52,500 -
Oxford +2 3 £80,000 +39.13%
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 27 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 Oxfordshire region with a requirement for Data Mining.

1 19 (59.38%) Windows
2 18 (56.25%) QA
2 18 (56.25%) Test Management
2 18 (56.25%) Test Automation
2 18 (56.25%) Trend Analysis
2 18 (56.25%) Mentoring
2 18 (56.25%) Coaching
3 17 (53.13%) Java
4 16 (50.00%) C++
4 16 (50.00%) Python
5 13 (40.63%) Agile Software Development
6 12 (37.50%) Root Cause Analysis
7 11 (34.38%) Machine Learning
7 11 (34.38%) C#
8 10 (31.25%) PhD
8 10 (31.25%) Degree
8 10 (31.25%) Natural Language Processing
8 10 (31.25%) Product Management
8 10 (31.25%) NoSQL
8 10 (31.25%) Performance Metrics
8 10 (31.25%) Threat Modelling
9 9 (28.13%) Sophos
10 8 (25.00%) Test Strategy
11 7 (21.88%) R
11 7 (21.88%) Scala
11 7 (21.88%) Finance
12 6 (18.75%) Cadence
12 6 (18.75%) MATLAB
12 6 (18.75%) Computer Science
13 5 (15.63%) Financial Modelling

Data Mining
Top Related 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 2 (6.25%) Apache Spark
Applications
1 2 (6.25%) MS Excel
Communications & Networking
1 1 (3.13%) Internet
Database & Business Intelligence
1 10 (31.25%) NoSQL
2 3 (9.38%) Big Data
3 2 (6.25%) SQL Server
3 2 (6.25%) SQL Server Integration Services
3 2 (6.25%) SQL Server Reporting Services
Development Applications
1 3 (9.38%) Maven
2 1 (3.13%) WinDbg
General
1 7 (21.88%) Finance
Job Titles
1 9 (28.13%) Architect
1 9 (28.13%) QA Engineer
2 5 (15.63%) Data Engineer
2 5 (15.63%) QA Leader
2 5 (15.63%) Senior QA Engineer
3 4 (12.50%) Software QA Engineer
4 2 (6.25%) Administrator
4 2 (6.25%) DBA
4 2 (6.25%) Machine Learning Engineer
4 2 (6.25%) Machine Learning Scientist
4 2 (6.25%) SQL DBA
5 1 (3.13%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 10 (31.25%) Natural Language Processing
2 3 (9.38%) AngularJS
2 3 (9.38%) Esper
2 3 (9.38%) NumPy
2 3 (9.38%) Pandas
2 3 (9.38%) Pyramid
2 3 (9.38%) SciPy
Miscellaneous
1 10 (31.25%) Performance Metrics
2 6 (18.75%) Computer Science
3 5 (15.63%) Statistics
4 3 (9.38%) Algorithms
4 3 (9.38%) Hedge funds
4 3 (9.38%) Mathematics
4 3 (9.38%) Physics
5 2 (6.25%) Social Media
6 1 (3.13%) Blog
6 1 (3.13%) Fintech
Operating Systems
1 19 (59.38%) Windows
2 2 (6.25%) Windows Server
Processes & Methodologies
1 18 (56.25%) Coaching
1 18 (56.25%) Mentoring
1 18 (56.25%) Test Automation
1 18 (56.25%) Test Management
1 18 (56.25%) Trend Analysis
2 13 (40.63%) Agile Software Development
3 12 (37.50%) Root Cause Analysis
4 11 (34.38%) Machine Learning
5 10 (31.25%) Product Management
5 10 (31.25%) Threat Modelling
6 8 (25.00%) Test Strategy
7 5 (15.63%) Financial Modelling
7 5 (15.63%) Statistical Analysis
8 4 (12.50%) Data Analysis
9 3 (9.38%) Analytics
9 3 (9.38%) Fund Management
9 3 (9.38%) Open Source
10 2 (6.25%) Complex Event Processing
10 2 (6.25%) Kanban
10 2 (6.25%) Predictive Modelling
Programming Languages
1 17 (53.13%) Java
2 16 (50.00%) C++
2 16 (50.00%) Python
3 11 (34.38%) C#
4 7 (21.88%) R
4 7 (21.88%) Scala
5 6 (18.75%) MATLAB
6 5 (15.63%) C
6 5 (15.63%) COBOL
6 5 (15.63%) JavaScript
7 4 (12.50%) SQL
8 2 (6.25%) T-SQL
Qualifications
1 10 (31.25%) Degree
1 10 (31.25%) PhD
Quality Assurance & Compliance
1 18 (56.25%) QA
Vendors
1 9 (28.13%) Sophos
2 6 (18.75%) Cadence
3 2 (6.25%) Microsoft