Period
to 16 October 2018

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 October 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
Oxfordshire > Oxford
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 115 87 92
Rank change year-on-year -28 +5 +31
Permanent jobs citing Apache Spark 18 35 23
As % of all permanent IT jobs advertised in Oxford 1.16% 2.30% 1.57%
As % of the Application Platforms category 8.26% 11.67% 11.00%
Number of salaries quoted 18 40 22
Oxford median annual salary £55,000 £82,500 £55,000
Median salary % change year-on-year -33.33% +50.00% +29.41%
10th Percentile £43,725 £42,500 £27,500
90th Percentile £61,250 £87,500 £86,125
Oxfordshire median annual salary £55,000 £75,000 £55,000
% change year-on-year -26.67% +36.36% +29.41%

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 218 300 209
As % of all permanent IT jobs advertised in Oxford 14.10% 19.70% 14.29%
Number of salaries quoted 194 243 183
Oxford median annual salary £52,500 £49,000 £47,500
Median salary % change year-on-year +7.14% +3.16% +11.76%
10th Percentile £33,750 £31,300 £28,000
90th Percentile £70,000 £77,500 £72,500
Oxfordshire median annual salary £50,000 £49,000 £45,000
% change year-on-year +2.04% +8.89% +9.76%

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

Apache Spark
Salary Histogram in Oxford

The salary distribution of IT jobs citing Apache Spark in Oxford over the 6 months to 16 October 2018.

Salary histogram for Apache Spark in Oxford

For the 6 months to 16 October 2018, 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 17 (94.44%) Java
1 17 (94.44%) Analytics
2 16 (88.89%) Python
3 12 (66.67%) PhD
4 11 (61.11%) Data Science
5 10 (55.56%) Data Analytics
5 10 (55.56%) Apache Cassandra
5 10 (55.56%) Big Data
6 9 (50.00%) Computer Science
7 8 (44.44%) SQL
7 8 (44.44%) Machine Learning
8 7 (38.89%) Backbone.js
8 7 (38.89%) Big Data Analytics
8 7 (38.89%) NoSQL
8 7 (38.89%) Apple iOS
8 7 (38.89%) AngularJS
8 7 (38.89%) Mobile App
8 7 (38.89%) SQL Server
8 7 (38.89%) NHS
8 7 (38.89%) Retail
8 7 (38.89%) Django
8 7 (38.89%) Time Management
8 7 (38.89%) Android
8 7 (38.89%) RESTful
8 7 (38.89%) Amazon AWS
8 7 (38.89%) MongoDB
8 7 (38.89%) Ruby
8 7 (38.89%) Ruby on Rails
8 7 (38.89%) Logistics
9 6 (33.33%) Physics

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 7 (38.89%) Amazon AWS
Communications & Networking
1 2 (11.11%) Internet
Database & Business Intelligence
1 10 (55.56%) Apache Cassandra
1 10 (55.56%) Big Data
2 7 (38.89%) MongoDB
2 7 (38.89%) NoSQL
2 7 (38.89%) SQL Server
3 6 (33.33%) Hadoop
General
1 7 (38.89%) Retail
Job Titles
1 9 (50.00%) Developer
2 7 (38.89%) Data Scientist
2 7 (38.89%) Python Developer
2 7 (38.89%) SQL Developer
3 6 (33.33%) Software Developer
4 3 (16.67%) Java Developer
5 2 (11.11%) Apache Spark Developer
5 2 (11.11%) Machine Learning Scientist
5 2 (11.11%) R Developer
5 2 (11.11%) Research Engineer
6 1 (5.56%) Analyst
6 1 (5.56%) AWS Developer
6 1 (5.56%) Big Data Analyst
6 1 (5.56%) Data Analyst
6 1 (5.56%) Data Engineer
6 1 (5.56%) Graduate
6 1 (5.56%) Software Engineer
Libraries, Frameworks & Software Standards
1 7 (38.89%) AngularJS
1 7 (38.89%) Backbone.js
1 7 (38.89%) Django
1 7 (38.89%) RESTful
1 7 (38.89%) Ruby on Rails
2 3 (16.67%) Kafka
3 1 (5.56%) Caffe
3 1 (5.56%) TensorFlow
3 1 (5.56%) Torch
Miscellaneous
1 9 (50.00%) Computer Science
2 7 (38.89%) Mobile App
2 7 (38.89%) NHS
3 4 (22.22%) Algorithms
4 3 (16.67%) Smart City
5 1 (5.56%) Analytical Skills
5 1 (5.56%) Self-Motivation
Operating Systems
1 7 (38.89%) Android
1 7 (38.89%) Apple iOS
Processes & Methodologies
1 17 (94.44%) Analytics
2 11 (61.11%) Data Science
3 10 (55.56%) Data Analytics
4 8 (44.44%) Machine Learning
5 7 (38.89%) Big Data Analytics
5 7 (38.89%) Logistics
5 7 (38.89%) Time Management
6 6 (33.33%) Physics
7 4 (22.22%) Bioinformatics
7 4 (22.22%) Mathematics
7 4 (22.22%) Statistics
8 3 (16.67%) Cybersecurity
8 3 (16.67%) Data Engineering
8 3 (16.67%) Data Ingestion
8 3 (16.67%) Predictive Modelling
8 3 (16.67%) Software Engineering
8 3 (16.67%) Visualisation
9 2 (11.11%) Commercial Awareness
9 2 (11.11%) Continuous Improvement
9 2 (11.11%) Microservices
Programming Languages
1 17 (94.44%) Java
2 16 (88.89%) Python
3 8 (44.44%) SQL
4 7 (38.89%) Ruby
5 5 (27.78%) R
6 3 (16.67%) C++
Qualifications
1 12 (66.67%) PhD
2 1 (5.56%) Degree
2 1 (5.56%) Numerate Degree