Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Oxfordshire > Oxford
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 113 110 115
Rank change year-on-year -3 +5 +2
Permanent jobs citing Data Mining 11 11 11
As % of all permanent IT jobs advertised in Oxford 0.69% 0.75% 0.67%
As % of the Database & Business Intelligence category 2.64% 2.36% 1.94%
Number of salaries quoted 11 14 11
Oxford median annual salary £85,000 £50,000 £50,500
Median salary % change year-on-year +70.00% -0.99% -23.48%
10th Percentile £71,500 £45,000 £46,250
90th Percentile £87,500 £86,250 £73,750
Oxfordshire median annual salary £65,000 £50,000 £57,500
% change year-on-year +30.00% -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 Oxford with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxford
Permanent vacancies with a requirement for database or business intelligence skills 417 466 566
As % of all permanent IT jobs advertised in Oxford 26.14% 31.66% 34.24%
Number of salaries quoted 352 427 422
Oxford median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £32,500 £28,100 £28,750
90th Percentile £72,500 £60,000 £60,000
Oxfordshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Data Mining
Job Vacancy Trend in Oxford

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

Job vacancy trend for Data Mining 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 in Oxford.

Salary trend for Data Mining in Oxford

Data Mining
Salary Histogram in Oxford

The salary distribution of IT jobs citing Data Mining in Oxford over the 6 months to 23 November 2017.

Salary histogram for Data Mining in Oxford

For the 6 months to 23 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 Oxford region with a requirement for Data Mining.

1 11 (100.00%) Java
1 11 (100.00%) Agile Software Development
1 11 (100.00%) TDD
1 11 (100.00%) Scala
1 11 (100.00%) Big Data
1 11 (100.00%) Apache Spark
2 6 (54.55%) Kafka
2 6 (54.55%) Elasticsearch
2 6 (54.55%) Apache Solr
2 6 (54.55%) Natural Language Processing
2 6 (54.55%) Machine Learning
2 6 (54.55%) C
2 6 (54.55%) C++
2 6 (54.55%) .NET
2 6 (54.55%) Apache
2 6 (54.55%) Python
2 6 (54.55%) PhD
2 6 (54.55%) Text Mining
2 6 (54.55%) Lucene
2 6 (54.55%) Artificial Intelligence
2 6 (54.55%) Software Engineering
2 6 (54.55%) Continuous Integration
2 6 (54.55%) Multithreading
2 6 (54.55%) Information Retrieval
2 6 (54.55%) Continuous Deployment
3 5 (45.45%) Mesos
3 5 (45.45%) Data Lake
3 5 (45.45%) Kanban
3 5 (45.45%) Scrum
3 5 (45.45%) Pair Programming

Data Mining
Co-occurring 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 11 (100.00%) Apache Spark
2 6 (54.55%) Apache
2 6 (54.55%) Apache Solr
2 6 (54.55%) Elasticsearch
Cloud Services
1 5 (45.45%) Amazon AWS
1 5 (45.45%) Amazon EC2
1 5 (45.45%) Amazon S3
Database & Business Intelligence
1 11 (100.00%) Big Data
2 6 (54.55%) Text Mining
3 5 (45.45%) Data Lake
3 5 (45.45%) Hadoop
Job Titles
1 6 (54.55%) Development Manager
1 6 (54.55%) Software Development Manager
1 6 (54.55%) Software Manager
2 5 (45.45%) Big Data Engineer
2 5 (45.45%) Data Engineer
3 1 (9.09%) Big Data Manager
3 1 (9.09%) Java Development Manager
Libraries, Frameworks & Software Standards
1 6 (54.55%) .NET
1 6 (54.55%) Kafka
1 6 (54.55%) Lucene
1 6 (54.55%) Natural Language Processing
Processes & Methodologies
1 11 (100.00%) Agile Software Development
1 11 (100.00%) TDD
2 6 (54.55%) Artificial Intelligence
2 6 (54.55%) Continuous Deployment
2 6 (54.55%) Continuous Integration
2 6 (54.55%) Information Retrieval
2 6 (54.55%) Machine Learning
2 6 (54.55%) Multithreading
2 6 (54.55%) Software Engineering
3 5 (45.45%) Continuous Delivery
3 5 (45.45%) Kanban
3 5 (45.45%) Pair Programming
3 5 (45.45%) Scrum
Programming Languages
1 11 (100.00%) Java
1 11 (100.00%) Scala
2 6 (54.55%) C
2 6 (54.55%) C++
2 6 (54.55%) Python
Qualifications
1 6 (54.55%) PhD
System Software
1 5 (45.45%) Docker
Systems Management
1 5 (45.45%) Mesos