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

Apache Hadoop
South East > Oxfordshire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 163 157 161
Rank change year-on-year -6 +4 +15
Permanent jobs citing Hadoop 22 15 23
As % of all permanent IT jobs advertised in Oxfordshire 0.72% 0.54% 0.72%
As % of the Database & Business Intelligence category 2.34% 1.79% 2.16%
Number of salaries quoted 22 14 18
Oxfordshire median annual salary £57,500 £73,000 £67,500
Median salary % change year-on-year -21.23% +8.15% +28.57%
10th Percentile £39,000 £22,750 £53,375
90th Percentile £66,000 £77,500 £73,750
South East median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +8.91%

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 941 836 1,065
As % of all permanent IT jobs advertised in Oxfordshire 30.71% 29.94% 33.31%
Number of salaries quoted 842 771 951
Oxfordshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +11.11%
10th Percentile £30,000 £28,533 £28,750
90th Percentile £70,000 £70,000 £67,500
South East median annual salary £46,250 £45,000 £45,000
% change year-on-year +2.78% - +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 July 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 July 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 -22 11 £51,000 -30.14% 4
Kidlington - 1 £66,000 -
Hadoop
South East

For the 6 months to 20 July 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 21 (95.45%) Python
2 18 (81.82%) Java
3 17 (77.27%) Data Science
4 16 (72.73%) Apache Spark
5 15 (68.18%) Machine Learning
6 13 (59.09%) R
6 13 (59.09%) SQL
7 10 (45.45%) Data Analysis
7 10 (45.45%) Apache Cassandra
7 10 (45.45%) NoSQL
7 10 (45.45%) Predictive Modelling
7 10 (45.45%) Big Data
7 10 (45.45%) Kafka
7 10 (45.45%) Algorithms
7 10 (45.45%) Problem-Solving
8 8 (36.36%) MongoDB
9 7 (31.82%) Statistical Modelling
9 7 (31.82%) Relational Database
9 7 (31.82%) Apache Hive
9 7 (31.82%) MapReduce
9 7 (31.82%) Julia
9 7 (31.82%) Torch
9 7 (31.82%) Data Structures
9 7 (31.82%) Data Engineering
9 7 (31.82%) Open Source
9 7 (31.82%) PL/SQL
9 7 (31.82%) Oracle
9 7 (31.82%) RDBMS
9 7 (31.82%) MATLAB
10 6 (27.27%) Computer Science

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 16 (72.73%) Apache Spark
2 1 (4.55%) Apache Solr
2 1 (4.55%) ArcGIS
2 1 (4.55%) Confluence
2 1 (4.55%) GeoServer
2 1 (4.55%) Tomcat
Applications
1 2 (9.09%) MS Visio
2 1 (4.55%) Microsoft Excel
2 1 (4.55%) Microsoft Office
Cloud Services
1 5 (22.73%) Amazon AWS
2 2 (9.09%) Microsoft Azure
3 1 (4.55%) Amazon EC2
Communications & Networking
1 2 (9.09%) Internet
Database & Business Intelligence
1 10 (45.45%) Apache Cassandra
1 10 (45.45%) Big Data
1 10 (45.45%) NoSQL
2 8 (36.36%) MongoDB
3 7 (31.82%) Apache Hive
3 7 (31.82%) RDBMS
3 7 (31.82%) Relational Database
4 3 (13.64%) PostgreSQL
5 2 (9.09%) Amazon Redshift
5 2 (9.09%) Data Warehouse
6 1 (4.55%) Amazon RDS
6 1 (4.55%) Geospatial Data
6 1 (4.55%) GIS
Development Applications
1 2 (9.09%) ERwin
2 1 (4.55%) Cucumber
2 1 (4.55%) IntelliJ
2 1 (4.55%) Jenkins
2 1 (4.55%) JIRA
2 1 (4.55%) Selenium
2 1 (4.55%) SoapUI
General
1 2 (9.09%) Finance
1 2 (9.09%) Pharmaceutical
Job Titles
1 10 (45.45%) Data Scientist
2 5 (22.73%) Data Engineer
3 3 (13.64%) Graduate
4 2 (9.09%) Database Engineer
4 2 (9.09%) Head of Data Science
4 2 (9.09%) Python Engineer
4 2 (9.09%) Research Engineer
4 2 (9.09%) Software Engineer
5 1 (4.55%) Agile Manual Tester
5 1 (4.55%) Agile Tester
5 1 (4.55%) Automation Tester
5 1 (4.55%) QA Automation Engineer
5 1 (4.55%) QA Automation Tester
5 1 (4.55%) QA Manual Tester
5 1 (4.55%) Selenium Automation Tester
5 1 (4.55%) Selenium Tester
5 1 (4.55%) Senior Agile Tester
5 1 (4.55%) Senior Automation Tester
5 1 (4.55%) Senior Data Scientist
5 1 (4.55%) Senior Manual Tester
Libraries, Frameworks & Software Standards
1 10 (45.45%) Kafka
2 7 (31.82%) Torch
3 2 (9.09%) Node.js
3 2 (9.09%) NumPy
3 2 (9.09%) Pandas
4 1 (4.55%) .NET
4 1 (4.55%) AngularJS
4 1 (4.55%) CSS
4 1 (4.55%) HTML
4 1 (4.55%) Lucene
4 1 (4.55%) PostGIS
4 1 (4.55%) SOAP
4 1 (4.55%) Spring Boot
4 1 (4.55%) TensorFlow
4 1 (4.55%) Web Services
Miscellaneous
1 10 (45.45%) Algorithms
2 7 (31.82%) Data Structures
3 6 (27.27%) Computer Science
4 3 (13.64%) Fintech
4 3 (13.64%) Smart City
5 2 (9.09%) Analytical Skills
5 2 (9.09%) NHS
6 1 (4.55%) Self-Motivation
Operating Systems
1 2 (9.09%) Linux
1 2 (9.09%) Unix
Processes & Methodologies
1 17 (77.27%) Data Science
2 15 (68.18%) Machine Learning
3 10 (45.45%) Data Analysis
3 10 (45.45%) Predictive Modelling
3 10 (45.45%) Problem-Solving
4 7 (31.82%) Data Engineering
4 7 (31.82%) MapReduce
4 7 (31.82%) Open Source
4 7 (31.82%) Statistical Modelling
5 6 (27.27%) Analytics
6 4 (18.18%) Commercial Awareness
6 4 (18.18%) Software Engineering
7 3 (13.64%) Artificial Intelligence
7 3 (13.64%) Cybersecurity
7 3 (13.64%) Data Analytics
7 3 (13.64%) Data Ingestion
7 3 (13.64%) Mathematics
7 3 (13.64%) Visualisation
8 2 (9.09%) Continuous Improvement
8 2 (9.09%) Creative Problem-Solving
Programming Languages
1 21 (95.45%) Python
2 18 (81.82%) Java
3 13 (59.09%) R
3 13 (59.09%) SQL
4 7 (31.82%) Julia
4 7 (31.82%) MATLAB
4 7 (31.82%) PL/SQL
5 3 (13.64%) C++
5 3 (13.64%) Scala
6 2 (9.09%) Bash Shell
7 1 (4.55%) C#
7 1 (4.55%) JavaScript
Qualifications
1 2 (9.09%) Degree
2 1 (4.55%) Numerate Degree
2 1 (4.55%) PhD
Quality Assurance & Compliance
1 1 (4.55%) QA
System Software
1 1 (4.55%) Apache ZooKeeper
1 1 (4.55%) HDFS
Vendors
1 7 (31.82%) Oracle
2 2 (9.09%) Capita
3 1 (4.55%) Google
3 1 (4.55%) Microsoft