Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Oxfordshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 131 143 185
Rank change year-on-year +12 +42 -35
Permanent jobs citing Hadoop 39 29 2
As % of all permanent IT jobs advertised in Oxfordshire 1.31% 0.98% 0.060%
As % of the Database & Business Intelligence category 4.31% 3.22% 0.17%
Number of salaries quoted 23 20 5
Oxfordshire median annual salary £62,500 £60,000 £110,000
Median salary % change year-on-year +4.17% -45.45% +158.82%
10th Percentile £42,750 £27,500 £77,500
90th Percentile £77,500 £70,250 £120,000
South East median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% +9.38%

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 Oxfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Permanent vacancies with a requirement for database or business intelligence skills 904 901 1154
As % of all permanent IT jobs advertised in Oxfordshire 30.42% 30.46% 34.42%
Number of salaries quoted 745 803 927
Oxfordshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £72,500 £60,500 £61,250
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

Hadoop
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Hadoop in Oxfordshire

Hadoop
Salary Trend in Oxfordshire

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

Salary trend for Hadoop in Oxfordshire

Hadoop
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Hadoop in Oxfordshire over the 6 months to 17 November 2017.

Salary histogram for Hadoop in Oxfordshire

Hadoop
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Oxfordshire region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +15 16 £69,000 +17.95% 1
Henley-on-Thames - 7 - -
Abingdon +7 4 £35,000 +16.67%
Thame - 1 £45,000 -
Hadoop
South East

For the 6 months to 17 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 Oxfordshire region with a requirement for Hadoop.

1 31 (79.49%) Java
2 30 (76.92%) Big Data
3 24 (61.54%) Apache Spark
4 23 (58.97%) Agile Software Development
5 19 (48.72%) Amazon AWS
6 16 (41.03%) NoSQL
6 16 (41.03%) R
7 15 (38.46%) Machine Learning
8 14 (35.90%) Scala
9 13 (33.33%) Python
10 12 (30.77%) Scrum
10 12 (30.77%) Apache Hive
10 12 (30.77%) Data Lake
11 11 (28.21%) Microsoft Azure
11 11 (28.21%) Data Mining
11 11 (28.21%) SQL
12 10 (25.64%) TDD
12 10 (25.64%) Pair Programming
12 10 (25.64%) Amazon EC2
12 10 (25.64%) Amazon S3
12 10 (25.64%) Kanban
12 10 (25.64%) MapReduce
12 10 (25.64%) Apache Cassandra
12 10 (25.64%) Mesos
12 10 (25.64%) Continuous Delivery
12 10 (25.64%) Docker
13 9 (23.08%) Fintech
13 9 (23.08%) Analytics
13 9 (23.08%) Microsoft
14 8 (20.51%) Finance

Hadoop
Co-occurring IT Skills in Oxfordshire 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 24 (61.54%) Apache Spark
2 5 (12.82%) Apache Pig
3 2 (5.13%) GeoServer
3 2 (5.13%) SAS
4 1 (2.56%) Apache
4 1 (2.56%) ArcGIS
Applications
1 3 (7.69%) Microsoft Excel
2 1 (2.56%) GNU Octave
2 1 (2.56%) Mathematica
2 1 (2.56%) Microsoft Office
Cloud Services
1 19 (48.72%) Amazon AWS
2 11 (28.21%) Microsoft Azure
3 10 (25.64%) Amazon EC2
3 10 (25.64%) Amazon S3
4 2 (5.13%) Azure Data Factory
4 2 (5.13%) Google Cloud Platform
5 1 (2.56%) Data Lake Analytics
Database & Business Intelligence
1 30 (76.92%) Big Data
2 16 (41.03%) NoSQL
3 12 (30.77%) Apache Hive
3 12 (30.77%) Data Lake
4 11 (28.21%) Data Mining
5 10 (25.64%) Apache Cassandra
6 8 (20.51%) HBase
6 8 (20.51%) MongoDB
7 7 (17.95%) Amazon DynamoDB
8 5 (12.82%) SQL Server
9 4 (10.26%) SQL Server 2012
9 4 (10.26%) SQL Server Analysis Services
9 4 (10.26%) SQL Server Integration Services
9 4 (10.26%) SQL Server Reporting Services
10 3 (7.69%) Data Warehouse
10 3 (7.69%) HDInsight
10 3 (7.69%) Power BI
11 2 (5.13%) MySQL
12 1 (2.56%) PostgreSQL
12 1 (2.56%) RDBMS
Development Applications
1 2 (5.13%) Git (software)
1 2 (5.13%) JIRA
1 2 (5.13%) JUnit
2 1 (2.56%) Atlassian Bamboo
2 1 (2.56%) Cucumber
2 1 (2.56%) Jenkins
2 1 (2.56%) JMeter
2 1 (2.56%) Maven
2 1 (2.56%) Subversion
General
1 8 (20.51%) Finance
2 3 (7.69%) Marketing
3 2 (5.13%) Games
4 1 (2.56%) Advertising
4 1 (2.56%) Banking
Job Titles
1 21 (53.85%) Data Engineer
2 15 (38.46%) Big Data Engineer
3 8 (20.51%) Data Scientist
4 6 (15.38%) Hadoop Engineer
5 5 (12.82%) Architect
5 5 (12.82%) Java Engineer
6 4 (10.26%) Data Architect
7 3 (7.69%) Business Intelligence Architect
7 3 (7.69%) Data Warehouse Architect
7 3 (7.69%) IT Architect
7 3 (7.69%) Machine Learning Scientist
7 3 (7.69%) Software Engineer
7 3 (7.69%) Technical Architect
8 2 (5.13%) Consultant
8 2 (5.13%) Lead Software Engineer
8 2 (5.13%) Senior Data Engineer
8 2 (5.13%) Senior Data Scientist
9 1 (2.56%) Business Intelligence Consultant
9 1 (2.56%) Developer
9 1 (2.56%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 4 (10.26%) RESTful
2 3 (7.69%) MDX
2 3 (7.69%) Web Services
3 2 (5.13%) Java EE
3 2 (5.13%) Spring
4 1 (2.56%) CSS
4 1 (2.56%) GeoTools
4 1 (2.56%) HTML
4 1 (2.56%) JTS
4 1 (2.56%) Node.js
4 1 (2.56%) PostGIS
Miscellaneous
1 9 (23.08%) Fintech
2 5 (12.82%) Data Structures
3 4 (10.26%) Algorithms
4 3 (7.69%) Analytical Skills
5 2 (5.13%) Computer Science
6 1 (2.56%) Driving Licence
Operating Systems
1 2 (5.13%) Linux
Processes & Methodologies
1 23 (58.97%) Agile Software Development
2 15 (38.46%) Machine Learning
3 12 (30.77%) Scrum
4 10 (25.64%) Continuous Delivery
4 10 (25.64%) Kanban
4 10 (25.64%) MapReduce
4 10 (25.64%) Pair Programming
4 10 (25.64%) TDD
5 9 (23.08%) Analytics
6 7 (17.95%) Deep Learning
6 7 (17.95%) Visualisation
7 6 (15.38%) Data Analysis
7 6 (15.38%) Data Analytics
7 6 (15.38%) Data Visualisation
8 5 (12.82%) Disruptive Innovation
8 5 (12.82%) ETL
8 5 (12.82%) OO
8 5 (12.82%) Statistics
9 4 (10.26%) Data Modelling
9 4 (10.26%) Software Engineering
Programming Languages
1 31 (79.49%) Java
2 16 (41.03%) R
3 14 (35.90%) Scala
4 13 (33.33%) Python
5 11 (28.21%) SQL
6 3 (7.69%) C++
7 2 (5.13%) C
7 2 (5.13%) MATLAB
8 1 (2.56%) C#
8 1 (2.56%) Clojure
8 1 (2.56%) Go
8 1 (2.56%) JavaScript
8 1 (2.56%) Perl
8 1 (2.56%) PHP
8 1 (2.56%) Ruby
Qualifications
1 7 (17.95%) Degree
2 3 (7.69%) MBA
3 1 (2.56%) Numerate Degree
3 1 (2.56%) PhD
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
System Software
1 10 (25.64%) Docker
2 1 (2.56%) HDFS
Systems Management
1 10 (25.64%) Mesos
2 1 (2.56%) Puppet
Vendors
1 9 (23.08%) Microsoft
2 5 (12.82%) Tableau
3 3 (7.69%) Cognos
3 3 (7.69%) Google
4 1 (2.56%) Atlassian
4 1 (2.56%) Oracle