Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Abingdon 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Oxfordshire > Abingdon
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 49 55 38
Rank change year-on-year +6 -17 -
Permanent jobs citing Data Mining 5 5 12
As % of all permanent IT jobs advertised in Abingdon 1.71% 1.28% 4.15%
As % of the Database & Business Intelligence category 4.55% 7.14% 11.76%
Number of salaries quoted 1 0 0
Abingdon median annual salary £35,000 - -
Oxfordshire median annual salary £73,000 £50,000 £57,500
% change year-on-year +46.00% -13.04% -12.21%

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 Abingdon with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Abingdon
Permanent vacancies with a requirement for database or business intelligence skills 110 70 102
As % of all permanent IT jobs advertised in Abingdon 37.67% 17.95% 35.29%
Number of salaries quoted 65 41 88
Abingdon median annual salary £55,000 £40,000 £40,000
Median salary % change year-on-year +37.50% - +6.67%
10th Percentile £32,500 £27,500 £26,100
90th Percentile £67,500 £55,000 £56,250
Oxfordshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Data Mining
Job Vacancy Trend in Abingdon

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

Job vacancy trend for Data Mining in Abingdon

Data Mining
Salary Trend in Abingdon

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in Abingdon.

Salary trend for Data Mining in Abingdon

For the 6 months to 18 November 2017, 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 Abingdon region with a requirement for Data Mining.

1 4 (80.00%) Windows
1 4 (80.00%) Linux
1 4 (80.00%) Python
1 4 (80.00%) C++
1 4 (80.00%) Sophos
1 4 (80.00%) Agile Software Development
1 4 (80.00%) JIRA
1 4 (80.00%) QA
1 4 (80.00%) Test Automation
1 4 (80.00%) TestRail
2 3 (60.00%) Mentoring
2 3 (60.00%) Coaching
2 3 (60.00%) Defect Management
2 3 (60.00%) Virtual Environments
2 3 (60.00%) Test Management
2 3 (60.00%) Hyper-V
2 3 (60.00%) VMware ESXi
2 3 (60.00%) Process Improvement
2 3 (60.00%) Test Strategy
2 3 (60.00%) Cadence
3 2 (40.00%) Java
4 1 (20.00%) JavaScript
4 1 (20.00%) MATLAB
4 1 (20.00%) PhD
4 1 (20.00%) Microsoft
4 1 (20.00%) Statistics
4 1 (20.00%) Use Case
4 1 (20.00%) Mathematics
4 1 (20.00%) Machine Learning
4 1 (20.00%) Big Data

Data Mining
Co-occurring IT Skills in Abingdon 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:

Cloud Services
1 1 (20.00%) Amazon AWS
1 1 (20.00%) IaaS
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 1 (20.00%) Big Data
1 1 (20.00%) Hadoop
Development Applications
1 4 (80.00%) JIRA
1 4 (80.00%) TestRail
2 1 (20.00%) TestLink
Job Titles
1 3 (60.00%) QA Leader
2 1 (20.00%) Data Scientist
2 1 (20.00%) Machine Learning Scientist
2 1 (20.00%) QA Engineer
Miscellaneous
1 1 (20.00%) Algorithms
1 1 (20.00%) Greenfield Project
Operating Systems
1 4 (80.00%) Linux
1 4 (80.00%) Windows
Processes & Methodologies
1 4 (80.00%) Agile Software Development
1 4 (80.00%) Test Automation
2 3 (60.00%) Coaching
2 3 (60.00%) Defect Management
2 3 (60.00%) Mentoring
2 3 (60.00%) Process Improvement
2 3 (60.00%) Test Management
2 3 (60.00%) Test Strategy
2 3 (60.00%) Virtual Environments
3 1 (20.00%) Analytics
3 1 (20.00%) Bayesian Methods
3 1 (20.00%) Deep Learning
3 1 (20.00%) Machine Learning
3 1 (20.00%) Mathematics
3 1 (20.00%) Open Source
3 1 (20.00%) Statistics
3 1 (20.00%) Time Series Analysis
3 1 (20.00%) Use Case
Programming Languages
1 4 (80.00%) C++
1 4 (80.00%) Python
2 2 (40.00%) Java
3 1 (20.00%) C
3 1 (20.00%) JavaScript
3 1 (20.00%) MATLAB
3 1 (20.00%) R
3 1 (20.00%) Scala
Qualifications
1 1 (20.00%) PhD
Quality Assurance & Compliance
1 4 (80.00%) QA
System Software
1 3 (60.00%) Hyper-V
1 3 (60.00%) VMware ESXi
Vendors
1 4 (80.00%) Sophos
2 3 (60.00%) Cadence
3 1 (20.00%) Microsoft