Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Oxfordshire > Oxford
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 101 116 128
Rank change year-on-year +15 +12 -31
Permanent jobs citing Hadoop 16 5 2
As % of all permanent IT jobs advertised in Oxford 1.02% 0.34% 0.12%
As % of the Database & Business Intelligence category 3.89% 1.09% 0.36%
Number of salaries quoted 10 3 5
Oxford median annual salary £69,000 £58,500 £110,000
Median salary % change year-on-year +17.95% -46.82% +175.00%
10th Percentile £46,750 £54,350 £77,500
90th Percentile £74,500 £70,850 £120,000
Oxfordshire median annual salary £62,500 £60,000 £110,000
% change year-on-year +4.17% -45.45% +158.82%

Hadoop 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 411 458 556
As % of all permanent IT jobs advertised in Oxford 26.23% 31.14% 33.76%
Number of salaries quoted 348 421 412
Oxford median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £32,500 £27,500 £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%

Hadoop
Job Vacancy Trend in Oxford

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

Job vacancy trend for Hadoop in Oxford

Hadoop
Salary Trend in Oxford

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

Salary trend for Hadoop in Oxford

Hadoop
Salary Histogram in Oxford

The salary distribution of IT jobs citing Hadoop in Oxford over the 6 months to 18 November 2017.

Salary histogram for Hadoop in Oxford

For the 6 months to 18 November 2017, IT jobs citing Hadoop 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 Hadoop.

1 12 (75.00%) Java
2 9 (56.25%) Agile Software Development
2 9 (56.25%) Big Data
2 9 (56.25%) Apache Spark
3 8 (50.00%) Amazon AWS
4 7 (43.75%) Scala
5 6 (37.50%) Scrum
5 6 (37.50%) Data Lake
6 5 (31.25%) Continuous Delivery
6 5 (31.25%) Docker
6 5 (31.25%) Machine Learning
6 5 (31.25%) Mesos
6 5 (31.25%) Data Mining
6 5 (31.25%) Microsoft
6 5 (31.25%) Amazon EC2
6 5 (31.25%) Amazon S3
6 5 (31.25%) Microsoft Azure
6 5 (31.25%) Kanban
6 5 (31.25%) TDD
6 5 (31.25%) Pair Programming
7 4 (25.00%) Degree
7 4 (25.00%) RESTful
7 4 (25.00%) Python
8 3 (18.75%) Analytics
8 3 (18.75%) Data Analytics
8 3 (18.75%) MapReduce
8 3 (18.75%) Microsoft Excel
8 3 (18.75%) Visualisation
8 3 (18.75%) Apache Cassandra
8 3 (18.75%) NoSQL

Hadoop
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 9 (56.25%) Apache Spark
2 2 (12.50%) GeoServer
3 1 (6.25%) Apache
3 1 (6.25%) ArcGIS
Applications
1 3 (18.75%) Microsoft Excel
2 1 (6.25%) GNU Octave
2 1 (6.25%) Mathematica
2 1 (6.25%) Microsoft Office
Cloud Services
1 8 (50.00%) Amazon AWS
2 5 (31.25%) Amazon EC2
2 5 (31.25%) Amazon S3
2 5 (31.25%) Microsoft Azure
3 1 (6.25%) Azure Data Factory
3 1 (6.25%) Data Lake Analytics
Database & Business Intelligence
1 9 (56.25%) Big Data
2 6 (37.50%) Data Lake
3 5 (31.25%) Data Mining
4 3 (18.75%) Apache Cassandra
4 3 (18.75%) NoSQL
5 2 (12.50%) Apache Hive
5 2 (12.50%) HDInsight
6 1 (6.25%) Apache Accumulo
6 1 (6.25%) Geospatial Data
6 1 (6.25%) GIS
6 1 (6.25%) HBase
6 1 (6.25%) MongoDB
6 1 (6.25%) MySQL
6 1 (6.25%) SQL Server
Development Applications
1 1 (6.25%) Cucumber
1 1 (6.25%) Git (software)
1 1 (6.25%) JIRA
1 1 (6.25%) JUnit
1 1 (6.25%) Maven
General
1 2 (12.50%) Games
2 1 (6.25%) Banking
Job Titles
1 6 (37.50%) Big Data Engineer
1 6 (37.50%) Data Engineer
2 4 (25.00%) Data Scientist
3 2 (12.50%) Architect
3 2 (12.50%) Lead Software Engineer
3 2 (12.50%) Software Engineer
4 1 (6.25%) Azure Architect
4 1 (6.25%) Cloud Engineer
4 1 (6.25%) Consultant
4 1 (6.25%) Data Architect
4 1 (6.25%) Developer
4 1 (6.25%) GIS Consultant
4 1 (6.25%) GIS Developer
4 1 (6.25%) Hadoop Engineer
4 1 (6.25%) Java Architect
4 1 (6.25%) Java Engineer
4 1 (6.25%) Machine Learning Scientist
4 1 (6.25%) Principal Architect
4 1 (6.25%) Senior Cloud Engineer
4 1 (6.25%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 4 (25.00%) RESTful
2 2 (12.50%) Java EE
2 2 (12.50%) Spring
3 1 (6.25%) CSS
3 1 (6.25%) GeoTools
3 1 (6.25%) HTML
3 1 (6.25%) JTS
3 1 (6.25%) PostGIS
Miscellaneous
1 2 (12.50%) Computer Science
2 1 (6.25%) Algorithms
2 1 (6.25%) Fintech
Operating Systems
1 1 (6.25%) Linux
Processes & Methodologies
1 9 (56.25%) Agile Software Development
2 6 (37.50%) Scrum
3 5 (31.25%) Continuous Delivery
3 5 (31.25%) Kanban
3 5 (31.25%) Machine Learning
3 5 (31.25%) Pair Programming
3 5 (31.25%) TDD
4 3 (18.75%) Analytics
4 3 (18.75%) Data Analytics
4 3 (18.75%) MapReduce
4 3 (18.75%) Software Engineering
4 3 (18.75%) Visualisation
5 2 (12.50%) API Testing
5 2 (12.50%) Continuous Integration
5 2 (12.50%) Data Protection
5 2 (12.50%) Data Visualisation
5 2 (12.50%) Mathematics
5 2 (12.50%) Statistics
5 2 (12.50%) UML
6 1 (6.25%) Data Modelling
Programming Languages
1 12 (75.00%) Java
2 7 (43.75%) Scala
3 4 (25.00%) Python
4 3 (18.75%) R
5 2 (12.50%) C++
5 2 (12.50%) SQL
6 1 (6.25%) C
6 1 (6.25%) JavaScript
6 1 (6.25%) MATLAB
6 1 (6.25%) Perl
Qualifications
1 4 (25.00%) Degree
2 1 (6.25%) Numerate Degree
System Software
1 5 (31.25%) Docker
Systems Management
1 5 (31.25%) Mesos
Vendors
1 5 (31.25%) Microsoft
2 1 (6.25%) Google
2 1 (6.25%) Oracle