Period
to 16 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 16 January 2019 with a comparison to the same period in the previous 2 years.

Apache Spark
Oxfordshire > Oxford
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 112 110 97
Rank change year-on-year -2 -13 +29
Permanent jobs citing Apache Spark 5 12 12
As % of all permanent IT jobs advertised in Oxford 0.37% 0.78% 0.93%
As % of the Application Platforms category 3.25% 4.98% 7.45%
Number of salaries quoted 5 8 9
Oxford median annual salary £50,000 £64,000 £30,000
Median salary % change year-on-year -21.88% +113.33% -52.94%
10th Percentile £45,000 £55,000 £27,500
90th Percentile £56,500 £80,775 £57,500
Oxfordshire median annual salary £50,000 £60,000 £55,000
% change year-on-year -16.67% +9.09% -15.38%

Apache Spark is in the Application Platforms 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 application platform skills.

All Application Platform Skills
Oxford
Permanent vacancies with a requirement for application platform skills 154 241 161
As % of all permanent IT jobs advertised in Oxford 11.40% 15.68% 12.45%
Number of salaries quoted 135 204 134
Oxford median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +12.50%
10th Percentile £28,000 £31,250 £27,500
90th Percentile £70,000 £71,750 £60,000
Oxfordshire median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +12.50%

Apache Spark
Job Vacancy Trend in Oxford

Job postings citing Apache Spark as a percentage of all IT jobs advertised in Oxford.

Job vacancy trend for Apache Spark in Oxford

Apache Spark
Salary Trend in Oxford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Spark in Oxford.

Salary trend for Apache Spark in Oxford

For the 6 months to 16 January 2019, IT jobs citing Apache Spark also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Oxford region with a requirement for Apache Spark.

1 5 (100.00%) Java
1 5 (100.00%) PhD
1 5 (100.00%) Analytics
2 4 (80.00%) Data Science
2 4 (80.00%) Statistics
2 4 (80.00%) Physics
2 4 (80.00%) Computer Science
2 4 (80.00%) Bioinformatics
2 4 (80.00%) Machine Learning
2 4 (80.00%) R
3 3 (60.00%) Python
4 2 (40.00%) Microservices
5 1 (20.00%) Backbone.js
5 1 (20.00%) Big Data
5 1 (20.00%) Big Data Analytics
5 1 (20.00%) Data Analytics
5 1 (20.00%) AngularJS
5 1 (20.00%) Logistics
5 1 (20.00%) Ruby
5 1 (20.00%) Ruby on Rails
5 1 (20.00%) Retail
5 1 (20.00%) NHS
5 1 (20.00%) SQL
5 1 (20.00%) SQL Server
5 1 (20.00%) Django
5 1 (20.00%) Time Management
5 1 (20.00%) Android
5 1 (20.00%) RESTful
5 1 (20.00%) Amazon AWS
5 1 (20.00%) MongoDB

Apache Spark
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:

Cloud Services
1 1 (20.00%) Amazon AWS
Database & Business Intelligence
1 1 (20.00%) Apache Cassandra
1 1 (20.00%) Big Data
1 1 (20.00%) MongoDB
1 1 (20.00%) NoSQL
1 1 (20.00%) SQL Server
General
1 1 (20.00%) Retail
Job Titles
1 4 (80.00%) Data Scientist
2 3 (60.00%) Developer
3 2 (40.00%) Apache Spark Developer
3 2 (40.00%) Java Developer
3 2 (40.00%) Machine Learning Scientist
3 2 (40.00%) R Developer
4 1 (20.00%) Python Developer
4 1 (20.00%) Software Developer
4 1 (20.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) AngularJS
1 1 (20.00%) Backbone.js
1 1 (20.00%) Django
1 1 (20.00%) RESTful
1 1 (20.00%) Ruby on Rails
Miscellaneous
1 1 (20.00%) Mobile App
1 1 (20.00%) NHS
Operating Systems
1 1 (20.00%) Android
1 1 (20.00%) Apple iOS
Processes & Methodologies
1 5 (100.00%) Analytics
2 4 (80.00%) Bioinformatics
2 4 (80.00%) Computer Science
2 4 (80.00%) Data Science
2 4 (80.00%) Machine Learning
2 4 (80.00%) Physics
2 4 (80.00%) Statistics
3 2 (40.00%) Microservices
4 1 (20.00%) Big Data Analytics
4 1 (20.00%) Data Analytics
4 1 (20.00%) Logistics
4 1 (20.00%) Time Management
Programming Languages
1 5 (100.00%) Java
2 4 (80.00%) R
3 3 (60.00%) Python
4 1 (20.00%) Ruby
4 1 (20.00%) SQL
Qualifications
1 5 (100.00%) PhD