Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in Oxfordshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
South East > Oxfordshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 81 107 79
Rank change year-on-year +26 -28 -22
Contract jobs citing Hadoop 24 2 30
As % of all contract IT jobs advertised in Oxfordshire 1.95% 0.16% 2.23%
As % of the Database & Business Intelligence category 7.79% 0.54% 8.33%
Number of daily rates quoted 23 0 29
Oxfordshire median daily rate £500 - £520
10th Percentile £466 - £519
90th Percentile £575 - £538
South East median daily rate £500 £450 £450
% change year-on-year +11.11% - -10.00%
Number of hourly rates quoted 0 0 0
Oxfordshire median hourly rate - - -
South East median hourly rate £45.00 - £40.00

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Oxfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Contract vacancies with a requirement for database or business intelligence skills 308 369 360
As % of all contract IT jobs advertised in Oxfordshire 25.04% 29.03% 26.77%
Number of daily rates quoted 254 286 278
Oxfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £313 £306 £250
90th Percentile £550 £534 £520
South East median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +7.14%
Number of hourly rates quoted 0 0 6
Oxfordshire median hourly rate - - £36.25
South East median hourly rate £42.50 £27.38 £28.06
% change year-on-year +55.25% -2.45% +18.16%

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
Contractor Daily Rate Trend in Oxfordshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Oxfordshire.

Contractor daily rate trend for Hadoop in Oxfordshire

Hadoop
Contractor Daily Rate Histogram in Oxfordshire

The daily rate distribution of IT jobs citing Hadoop in Oxfordshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Hadoop in Oxfordshire

Hadoop
Contract Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Oxfordshire region over the 6 months to 19 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford - 8 £500 - 1
Kidlington - 2 £488 -
Abingdon - 1 £550 -
Hadoop
South East

For the 6 months to 19 November 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Oxfordshire region with a requirement for Hadoop.

1 23 (95.83%) Apache Spark
2 21 (87.50%) Big Data
2 21 (87.50%) Scala
3 20 (83.33%) Agile Software Development
3 20 (83.33%) Docker
4 19 (79.17%) Python
4 19 (79.17%) Amazon AWS
5 18 (75.00%) Kanban
5 18 (75.00%) TDD
5 18 (75.00%) Scrum
5 18 (75.00%) Mesos
6 17 (70.83%) Continuous Delivery
6 17 (70.83%) Pair Programming
7 10 (41.67%) Apache
7 10 (41.67%) Machine Learning
8 9 (37.50%) Publishing
9 7 (29.17%) Kafka
10 6 (25.00%) Semantic Web
11 5 (20.83%) Software Engineering
12 4 (16.67%) Java
13 3 (12.50%) SQL
13 3 (12.50%) Artificial Intelligence
14 2 (8.33%) Maven
14 2 (8.33%) jQuery
14 2 (8.33%) Git (software)
14 2 (8.33%) Puppet
14 2 (8.33%) AngularJS
14 2 (8.33%) Node.js
14 2 (8.33%) Integration Testing
14 2 (8.33%) RESTful

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 23 (95.83%) Apache Spark
2 10 (41.67%) Apache
3 1 (4.17%) Apache Pig
3 1 (4.17%) Elasticsearch
3 1 (4.17%) Jupyter
3 1 (4.17%) Oracle SOA Suite
Business Applications
1 1 (4.17%) Oracle BPM
Cloud Services
1 19 (79.17%) Amazon AWS
2 1 (4.17%) Cloud Computing
Database & Business Intelligence
1 21 (87.50%) Big Data
2 2 (8.33%) NoSQL
3 1 (4.17%) Apache Cassandra
3 1 (4.17%) Apache Hive
3 1 (4.17%) HBase
3 1 (4.17%) Mahout
3 1 (4.17%) MongoDB
3 1 (4.17%) SAP HANA
Development Applications
1 2 (8.33%) Ant
1 2 (8.33%) Git (software)
1 2 (8.33%) Gradle
1 2 (8.33%) Hudson
1 2 (8.33%) Jenkins
1 2 (8.33%) Maven
2 1 (4.17%) JUnit
2 1 (4.17%) Mockito
General
1 9 (37.50%) Publishing
2 2 (8.33%) Banking
3 1 (4.17%) Retail
Job Titles
1 12 (50.00%) Developer
2 10 (41.67%) AWS Developer
2 10 (41.67%) Big Data Developer
2 10 (41.67%) Scala Developer
3 9 (37.50%) Big Data Engineer
3 9 (37.50%) Data Engineer
4 7 (29.17%) Apache Spark Developer
5 6 (25.00%) AWS Engineer
6 4 (16.67%) AWS Software Engineer
6 4 (16.67%) Big Data Software Engineer
6 4 (16.67%) Software Engineer
7 3 (12.50%) Agile Developer
7 3 (12.50%) Developer/Software Engineer
7 3 (12.50%) Scala Software Engineer
8 2 (8.33%) Development Manager
8 2 (8.33%) Java Developer
8 2 (8.33%) Java Engineer
9 1 (4.17%) Data Consultant
9 1 (4.17%) Data Scientist
9 1 (4.17%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 7 (29.17%) Kafka
2 2 (8.33%) AngularJS
2 2 (8.33%) jQuery
2 2 (8.33%) Node.js
2 2 (8.33%) Play Framework
2 2 (8.33%) React
2 2 (8.33%) REST
2 2 (8.33%) RESTful
2 2 (8.33%) Spring
2 2 (8.33%) Spring Boot
3 1 (4.17%) Grails
3 1 (4.17%) Java EE
3 1 (4.17%) JMS
3 1 (4.17%) JSF
3 1 (4.17%) NumPy
3 1 (4.17%) Pandas
3 1 (4.17%) scikit-learn
3 1 (4.17%) Seaborn
3 1 (4.17%) Spring MVC
3 1 (4.17%) XML
Miscellaneous
1 6 (25.00%) Semantic Web
2 1 (4.17%) Algorithms
2 1 (4.17%) Fintech
Operating Systems
1 2 (8.33%) Linux
Processes & Methodologies
1 20 (83.33%) Agile Software Development
2 18 (75.00%) Kanban
2 18 (75.00%) Scrum
2 18 (75.00%) TDD
3 17 (70.83%) Continuous Delivery
3 17 (70.83%) Pair Programming
4 10 (41.67%) Machine Learning
5 5 (20.83%) Software Engineering
6 3 (12.50%) Artificial Intelligence
7 2 (8.33%) Configuration Management
7 2 (8.33%) Functional Programming
7 2 (8.33%) Integration Testing
7 2 (8.33%) Microservices
8 1 (4.17%) MapReduce
8 1 (4.17%) MVC
8 1 (4.17%) Process Improvement
8 1 (4.17%) Product Management
8 1 (4.17%) SOA
8 1 (4.17%) Unit Testing
8 1 (4.17%) Workflow
Programming Languages
1 21 (87.50%) Scala
2 19 (79.17%) Python
3 4 (16.67%) Java
4 3 (12.50%) SQL
5 2 (8.33%) JavaScript
6 1 (4.17%) R
6 1 (4.17%) XPath
System Software
1 20 (83.33%) Docker
Systems Management
1 18 (75.00%) Mesos
2 2 (8.33%) Ansible
2 2 (8.33%) Opscode Chef
2 2 (8.33%) Puppet
Vendors
1 2 (8.33%) Oracle
2 1 (4.17%) Cloudera
2 1 (4.17%) IBM
2 1 (4.17%) SAP