Period
to 20 January 2018

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 6 months to 20 January 2018 with a comparison to the same period in the previous 2 years.

Data Mining
South East > Oxfordshire
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 137 148 150
Rank change year-on-year +11 +2 +21
Permanent jobs citing Data Mining 34 14 40
As % of all permanent IT jobs advertised in Oxfordshire 1.11% 0.53% 1.19%
As % of the Database & Business Intelligence category 3.52% 1.70% 3.18%
Number of salaries quoted 22 15 23
Oxfordshire median annual salary £50,000 £50,000 £57,500
Median salary % change year-on-year - -13.04% -8.00%
10th Percentile £40,125 £43,527 £49,250
90th Percentile £66,500 £74,250 £73,750
South East median annual salary £50,000 £45,000 £50,000
% change year-on-year +11.11% -10.00% +17.65%

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Permanent vacancies with a requirement for database or business intelligence skills 967 822 1,256
As % of all permanent IT jobs advertised in Oxfordshire 31.70% 30.90% 37.45%
Number of salaries quoted 772 731 1,010
Oxfordshire median annual salary £43,000 £44,500 £42,500
Median salary % change year-on-year -3.37% +4.71% +6.25%
10th Percentile £29,000 £28,750 £29,975
90th Percentile £67,500 £62,500 £62,250
South East median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +7.23%

Data Mining
Job Vacancy Trend in Oxfordshire

Job postings citing Data Mining as a percentage of all IT jobs advertised in Oxfordshire.

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 6 months to 20 January 2018.

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 6 months to 20 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Abingdon -3 11 £35,000 - 1
Oxford -14 5 £42,500 -15.00% 2
Data Mining
South East

For the 6 months to 20 January 2018, 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 27 (79.41%) Python
2 18 (52.94%) Machine Learning
3 16 (47.06%) Big Data
3 16 (47.06%) R
4 13 (38.24%) Coaching
5 12 (35.29%) Visualisation
6 11 (32.35%) Data Analysis
7 10 (29.41%) Statistical Analysis
7 10 (29.41%) Agile Software Development
7 10 (29.41%) Sophos
7 10 (29.41%) Windows
7 10 (29.41%) Linux
7 10 (29.41%) C++
7 10 (29.41%) Test Automation
7 10 (29.41%) JIRA
7 10 (29.41%) QA
7 10 (29.41%) Data Visualisation
7 10 (29.41%) TestRail
8 9 (26.47%) Mentoring
8 9 (26.47%) Virtual Environments
8 9 (26.47%) Bayesian Methods
8 9 (26.47%) Defect Management
8 9 (26.47%) Process Improvement
8 9 (26.47%) Test Strategy
8 9 (26.47%) Hyper-V
8 9 (26.47%) VMware ESXi
8 9 (26.47%) Test Management
8 9 (26.47%) Java
8 9 (26.47%) Cadence
9 8 (23.53%) Finance

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 7 (20.59%) Apache Spark
Applications
1 4 (11.76%) Microsoft Excel
Business Applications
1 4 (11.76%) SAP HR
Cloud Services
1 4 (11.76%) SaaS
1 4 (11.76%) SuccessFactors
2 1 (2.94%) Amazon AWS
2 1 (2.94%) IaaS
2 1 (2.94%) Microsoft Azure
Database & Business Intelligence
1 16 (47.06%) Big Data
2 8 (23.53%) Hadoop
3 7 (20.59%) Apache Hive
3 7 (20.59%) NoSQL
Development Applications
1 10 (29.41%) JIRA
1 10 (29.41%) TestRail
2 1 (2.94%) TestLink
General
1 8 (23.53%) Finance
2 2 (5.88%) Games
2 2 (5.88%) Marketing
Job Titles
1 13 (38.24%) Data Scientist
2 9 (26.47%) QA Leader
3 7 (20.59%) Data Engineer
4 6 (17.65%) Machine Learning Scientist
5 5 (14.71%) Analyst
6 4 (11.76%) Big Data Engineer
6 4 (11.76%) Java Engineer
7 3 (8.82%) HR Analyst
7 3 (8.82%) Machine Learning Engineer
7 3 (8.82%) Systems Analyst
8 2 (5.88%) Business Intelligence Analyst
8 2 (5.88%) Senior Data Scientist
9 1 (2.94%) QA Engineer
Libraries, Frameworks & Software Standards
1 8 (23.53%) Pandas
1 8 (23.53%) scikit-learn
1 8 (23.53%) Seaborn
2 4 (11.76%) SAP Fiori
Miscellaneous
1 8 (23.53%) Analytical Skills
2 7 (20.59%) Data Structures
2 7 (20.59%) Fintech
3 4 (11.76%) Management Information System
4 3 (8.82%) Algorithms
5 2 (5.88%) Mobile Games
6 1 (2.94%) Greenfield Project
Operating Systems
1 10 (29.41%) Linux
1 10 (29.41%) Windows
Processes & Methodologies
1 18 (52.94%) Machine Learning
2 13 (38.24%) Coaching
3 12 (35.29%) Visualisation
4 11 (32.35%) Data Analysis
5 10 (29.41%) Agile Software Development
5 10 (29.41%) Data Visualisation
5 10 (29.41%) Statistical Analysis
5 10 (29.41%) Test Automation
6 9 (26.47%) Bayesian Methods
6 9 (26.47%) Defect Management
6 9 (26.47%) Mentoring
6 9 (26.47%) Process Improvement
6 9 (26.47%) Test Management
6 9 (26.47%) Test Strategy
6 9 (26.47%) Virtual Environments
7 8 (23.53%) Data Modelling
7 8 (23.53%) Deep Learning
8 7 (20.59%) Analytics
8 7 (20.59%) OO
9 6 (17.65%) Data Analytics
Programming Languages
1 27 (79.41%) Python
2 16 (47.06%) R
3 10 (29.41%) C++
4 9 (26.47%) Java
5 2 (5.88%) SQL
6 1 (2.94%) C
6 1 (2.94%) JavaScript
6 1 (2.94%) MATLAB
6 1 (2.94%) Scala
Qualifications
1 8 (23.53%) Degree
2 7 (20.59%) PhD
Quality Assurance & Compliance
1 10 (29.41%) QA
2 4 (11.76%) Data Quality
3 1 (2.94%) GDPR
3 1 (2.94%) SLA
System Software
1 9 (26.47%) Hyper-V
1 9 (26.47%) VMware ESXi
Vendors
1 10 (29.41%) Sophos
2 9 (26.47%) Cadence
3 4 (11.76%) SAP
4 1 (2.94%) Microsoft