Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Oxfordshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 114 126 143
Rank change year-on-year +12 +17 +47
Permanent jobs citing Hadoop 40 45 33
As % of all permanent IT jobs advertised in Oxfordshire 1.62% 1.44% 1.17%
As % of the Database & Business Intelligence category 5.10% 4.61% 3.86%
Number of salaries quoted 17 25 24
Oxfordshire median annual salary £65,000 £55,000 £59,250
Median salary % change year-on-year +18.18% -7.17% -46.14%
10th Percentile £37,750 £41,000 £27,875
90th Percentile £77,500 £76,300 £70,000
South East median annual salary £65,000 £55,000 £55,000
% change year-on-year +18.18% - +2.33%

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 784 977 856
As % of all permanent IT jobs advertised in Oxfordshire 31.69% 31.35% 30.26%
Number of salaries quoted 653 784 756
Oxfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £32,500 £30,000 £28,750
90th Percentile £73,500 £70,875 £60,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

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 14 December 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 14 December 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 +9 22 £65,000 +10.64% 3
Abingdon +23 15 - -
Hadoop
South East

For the 6 months to 14 December 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 39 (97.50%) Java
2 36 (90.00%) Python
3 34 (85.00%) Machine Learning
4 30 (75.00%) SQL
4 30 (75.00%) Agile Software Development
5 29 (72.50%) Data Science
6 28 (70.00%) Visualisation
6 28 (70.00%) Git (software)
7 27 (67.50%) R
8 26 (65.00%) Analytics
8 26 (65.00%) C++
9 25 (62.50%) Mathematics
9 25 (62.50%) Data Management
9 25 (62.50%) Apache Hive
10 24 (60.00%) Algorithms
10 24 (60.00%) Google
11 23 (57.50%) Test Automation
11 23 (57.50%) Regression Testing
11 23 (57.50%) Delphi
11 23 (57.50%) Data Visualisation
11 23 (57.50%) Tableau
11 23 (57.50%) Google Analytics
11 23 (57.50%) Data Analytics
12 22 (55.00%) Predictive Analysis
12 22 (55.00%) Spotfire
13 21 (52.50%) Data Mining
14 20 (50.00%) Computer Science
15 16 (40.00%) Degree
16 11 (27.50%) Statistics
16 11 (27.50%) Applied Mathematics

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 10 (25.00%) Apache
2 6 (15.00%) Apache Spark
3 2 (5.00%) IIS
3 2 (5.00%) JBoss
3 2 (5.00%) SharePoint
3 2 (5.00%) Tomcat
4 1 (2.50%) ArcGIS
4 1 (2.50%) GeoServer
Applications
1 1 (2.50%) Microsoft Excel
1 1 (2.50%) Microsoft Office
Cloud Services
1 23 (57.50%) Google Analytics
2 4 (10.00%) Microsoft Azure
3 3 (7.50%) Amazon AWS
Communications & Networking
1 2 (5.00%) Firewall
1 2 (5.00%) Kerberos
1 2 (5.00%) SSL
Database & Business Intelligence
1 25 (62.50%) Apache Hive
2 22 (55.00%) Spotfire
3 21 (52.50%) Data Mining
4 7 (17.50%) Big Data
5 6 (15.00%) NoSQL
6 2 (5.00%) Data Lake
6 2 (5.00%) PostgreSQL
6 2 (5.00%) SQL Server
7 1 (2.50%) Amazon Redshift
7 1 (2.50%) Apache Cassandra
7 1 (2.50%) Geospatial Data
7 1 (2.50%) GIS
7 1 (2.50%) MongoDB
7 1 (2.50%) RDBMS
7 1 (2.50%) Relational Database
Development Applications
1 28 (70.00%) Git (software)
2 5 (12.50%) Subversion
General
1 5 (12.50%) Manufacturing
1 5 (12.50%) Publishing
2 1 (2.50%) Banking
2 1 (2.50%) Finance
2 1 (2.50%) Games
Job Titles
1 26 (65.00%) Data Scientist
2 6 (15.00%) Developer
3 5 (12.50%) Technologist
4 4 (10.00%) Graduate
5 3 (7.50%) Software Engineer
6 2 (5.00%) Architect
6 2 (5.00%) Cloud Architect
6 2 (5.00%) Cloud Solutions Architect
6 2 (5.00%) Research Engineer
6 2 (5.00%) Solutions Architect
7 1 (2.50%) Data Engineer
7 1 (2.50%) GIS Developer
7 1 (2.50%) Graduate Software Engineer
7 1 (2.50%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 7 (17.50%) Natural Language Processing
2 5 (12.50%) UIMA
3 4 (10.00%) Node.js
4 2 (5.00%) .NET
4 2 (5.00%) AngularJS
4 2 (5.00%) LAPP Stack
4 2 (5.00%) LDAP
4 2 (5.00%) SAML
5 1 (2.50%) CSS
5 1 (2.50%) HTML
5 1 (2.50%) Kafka
5 1 (2.50%) PostGIS
5 1 (2.50%) React
5 1 (2.50%) Torch
Miscellaneous
1 24 (60.00%) Algorithms
2 7 (17.50%) Life Science
3 3 (7.50%) Analytical Skills
3 3 (7.50%) Smart City
4 2 (5.00%) Fat Client
4 2 (5.00%) Thin Client
5 1 (2.50%) Data Structures
Operating Systems
1 2 (5.00%) Linux
1 2 (5.00%) Red Hat Enterprise Linux
1 2 (5.00%) Windows
Processes & Methodologies
1 34 (85.00%) Machine Learning
2 30 (75.00%) Agile Software Development
3 29 (72.50%) Data Science
4 28 (70.00%) Visualisation
5 26 (65.00%) Analytics
6 25 (62.50%) Data Management
6 25 (62.50%) Mathematics
7 23 (57.50%) Data Analytics
7 23 (57.50%) Data Visualisation
7 23 (57.50%) Regression Testing
7 23 (57.50%) Test Automation
8 22 (55.00%) Predictive Analysis
9 20 (50.00%) Computer Science
10 11 (27.50%) Applied Mathematics
10 11 (27.50%) Statistics
11 7 (17.50%) Artificial Intelligence
12 6 (15.00%) MapReduce
12 6 (15.00%) Problem-Solving
12 6 (15.00%) Software Engineering
13 5 (12.50%) Computational Linguistics
Programming Languages
1 39 (97.50%) Java
2 36 (90.00%) Python
3 30 (75.00%) SQL
4 27 (67.50%) R
5 26 (65.00%) C++
6 23 (57.50%) Delphi
7 3 (7.50%) C#
8 2 (5.00%) Bash Shell
8 2 (5.00%) PowerShell
8 2 (5.00%) Scala
9 1 (2.50%) JavaScript
9 1 (2.50%) Julia
9 1 (2.50%) MATLAB
9 1 (2.50%) PL/SQL
Qualifications
1 16 (40.00%) Degree
2 9 (22.50%) Master's Degree
3 5 (12.50%) Computer Science Degree
4 2 (5.00%) PhD
System Software
1 2 (5.00%) Active Directory
1 2 (5.00%) Docker
1 2 (5.00%) Hyper-V
1 2 (5.00%) VMware Infrastructure
1 2 (5.00%) XenApp
Vendors
1 24 (60.00%) Google
2 23 (57.50%) Tableau
3 3 (7.50%) Oracle
4 2 (5.00%) RapidMiner
4 2 (5.00%) VMware
5 1 (2.50%) Facebook
5 1 (2.50%) Microsoft