Period
to 20 October 2018

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

Apache Hadoop
South East > Oxfordshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 127 133 152
Rank change year-on-year +6 +19 +28
Permanent jobs citing Hadoop 42 33 26
As % of all permanent IT jobs advertised in Oxfordshire 1.55% 1.19% 0.84%
As % of the Database & Business Intelligence category 4.76% 3.94% 2.69%
Number of salaries quoted 21 20 17
Oxfordshire median annual salary £58,500 £69,000 £58,500
Median salary % change year-on-year -15.22% +17.95% -10.00%
10th Percentile £41,250 £42,250 £27,500
90th Percentile £77,500 £77,500 £73,000
South East median annual salary £60,000 £55,000 £53,500
% change year-on-year +9.09% +2.80% +4.90%

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 883 837 968
As % of all permanent IT jobs advertised in Oxfordshire 32.61% 30.28% 31.27%
Number of salaries quoted 748 700 868
Oxfordshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £32,500 £29,725 £28,200
90th Percentile £70,000 £72,500 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 20 October 2018.

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 20 October 2018. 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 0 22 £57,500 -16.67% 3
Abingdon +20 14 - - 1
Hadoop
South East

For the 6 months to 20 October 2018, IT jobs citing Hadoop 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 Oxfordshire region with a requirement for Hadoop.

1 41 (97.62%) Java
2 38 (90.48%) Python
3 34 (80.95%) Machine Learning
4 32 (76.19%) Data Science
5 30 (71.43%) SQL
6 28 (66.67%) R
6 28 (66.67%) Algorithms
7 27 (64.29%) Agile Software Development
8 26 (61.90%) Analytics
9 25 (59.52%) Apache Hive
9 25 (59.52%) Git (software)
9 25 (59.52%) C++
10 24 (57.14%) Mathematics
10 24 (57.14%) Visualisation
11 23 (54.76%) Data Analytics
12 21 (50.00%) Google
12 21 (50.00%) Computer Science
12 21 (50.00%) Data Management
13 20 (47.62%) Regression Testing
13 20 (47.62%) Test Automation
13 20 (47.62%) Google Analytics
13 20 (47.62%) Delphi
13 20 (47.62%) Data Visualisation
13 20 (47.62%) Tableau
14 19 (45.24%) Predictive Analysis
14 19 (45.24%) Spotfire
15 18 (42.86%) Data Mining
16 17 (40.48%) Degree
17 13 (30.95%) Big Data
18 12 (28.57%) Apache Spark

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 12 (28.57%) Apache Spark
2 8 (19.05%) Apache
3 1 (2.38%) ArcGIS
3 1 (2.38%) GeoServer
3 1 (2.38%) IIS
3 1 (2.38%) JBoss
3 1 (2.38%) SharePoint
3 1 (2.38%) Tomcat
Applications
1 1 (2.38%) Microsoft Excel
1 1 (2.38%) Microsoft Office
Cloud Services
1 20 (47.62%) Google Analytics
2 3 (7.14%) Microsoft Azure
3 2 (4.76%) Amazon AWS
Communications & Networking
1 2 (4.76%) Internet
2 1 (2.38%) Firewall
2 1 (2.38%) Kerberos
2 1 (2.38%) SSL
Database & Business Intelligence
1 25 (59.52%) Apache Hive
2 19 (45.24%) Spotfire
3 18 (42.86%) Data Mining
4 13 (30.95%) Big Data
5 10 (23.81%) NoSQL
6 8 (19.05%) Apache Cassandra
7 5 (11.90%) MongoDB
7 5 (11.90%) RDBMS
7 5 (11.90%) Relational Database
8 1 (2.38%) Amazon Redshift
8 1 (2.38%) Data Lake
8 1 (2.38%) Geospatial Data
8 1 (2.38%) GIS
8 1 (2.38%) PostgreSQL
8 1 (2.38%) SQL Server
Development Applications
1 25 (59.52%) Git (software)
2 5 (11.90%) Subversion
General
1 5 (11.90%) Manufacturing
1 5 (11.90%) Publishing
2 1 (2.38%) Banking
2 1 (2.38%) Finance
2 1 (2.38%) Games
Job Titles
1 29 (69.05%) Data Scientist
2 6 (14.29%) Developer
3 5 (11.90%) Technologist
4 4 (9.52%) Graduate
5 3 (7.14%) Software Engineer
6 2 (4.76%) Research Engineer
7 1 (2.38%) Architect
7 1 (2.38%) Cloud Architect
7 1 (2.38%) Cloud Solutions Architect
7 1 (2.38%) Data Engineer
7 1 (2.38%) GIS Developer
7 1 (2.38%) Graduate Software Engineer
7 1 (2.38%) Senior Data Scientist
7 1 (2.38%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (19.05%) Kafka
2 6 (14.29%) Natural Language Processing
3 5 (11.90%) Torch
3 5 (11.90%) UIMA
4 3 (7.14%) Node.js
5 2 (4.76%) .NET
5 2 (4.76%) AngularJS
6 1 (2.38%) CSS
6 1 (2.38%) HTML
6 1 (2.38%) LAPP Stack
6 1 (2.38%) LDAP
6 1 (2.38%) PostGIS
6 1 (2.38%) React
6 1 (2.38%) SAML
Miscellaneous
1 28 (66.67%) Algorithms
2 21 (50.00%) Computer Science
3 6 (14.29%) Life Science
4 5 (11.90%) Data Structures
5 3 (7.14%) Analytical Skills
5 3 (7.14%) Smart City
6 1 (2.38%) Fat Client
6 1 (2.38%) Self-Motivation
6 1 (2.38%) Thin Client
Operating Systems
1 1 (2.38%) Linux
1 1 (2.38%) Red Hat Enterprise Linux
1 1 (2.38%) Windows
Processes & Methodologies
1 34 (80.95%) Machine Learning
2 32 (76.19%) Data Science
3 27 (64.29%) Agile Software Development
4 26 (61.90%) Analytics
5 24 (57.14%) Mathematics
5 24 (57.14%) Visualisation
6 23 (54.76%) Data Analytics
7 21 (50.00%) Data Management
8 20 (47.62%) Data Visualisation
8 20 (47.62%) Regression Testing
8 20 (47.62%) Test Automation
9 19 (45.24%) Predictive Analysis
10 11 (26.19%) Problem-Solving
11 10 (23.81%) Applied Mathematics
11 10 (23.81%) MapReduce
11 10 (23.81%) Statistics
12 8 (19.05%) Predictive Modelling
13 6 (14.29%) Artificial Intelligence
13 6 (14.29%) Software Engineering
14 5 (11.90%) Data Analysis
Programming Languages
1 41 (97.62%) Java
2 38 (90.48%) Python
3 30 (71.43%) SQL
4 28 (66.67%) R
5 25 (59.52%) C++
6 20 (47.62%) Delphi
7 5 (11.90%) Julia
7 5 (11.90%) MATLAB
7 5 (11.90%) PL/SQL
8 3 (7.14%) C#
9 1 (2.38%) Bash Shell
9 1 (2.38%) JavaScript
9 1 (2.38%) PowerShell
9 1 (2.38%) Scala
Qualifications
1 17 (40.48%) Degree
2 9 (21.43%) Master's Degree
3 5 (11.90%) Computer Science Degree
4 2 (4.76%) PhD
5 1 (2.38%) Numerate Degree
System Software
1 1 (2.38%) Active Directory
1 1 (2.38%) Docker
1 1 (2.38%) Hyper-V
1 1 (2.38%) VMware Infrastructure
1 1 (2.38%) XenApp
Vendors
1 21 (50.00%) Google
2 20 (47.62%) Tableau
3 6 (14.29%) Oracle
4 1 (2.38%) Facebook
4 1 (2.38%) Microsoft
4 1 (2.38%) RapidMiner
4 1 (2.38%) VMware