Period
to 21 April 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 21 April 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Oxfordshire
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 156 159 170
Rank change year-on-year +3 +11 -12
Permanent jobs citing Hadoop 29 22 17
As % of all permanent IT jobs advertised in Oxfordshire 0.92% 0.81% 0.53%
As % of the Database & Business Intelligence category 2.99% 2.55% 1.47%
Number of salaries quoted 21 21 29
Oxfordshire median annual salary £55,000 £58,500 £110,000
Median salary % change year-on-year -5.98% -46.82% +100.00%
10th Percentile £38,750 £22,750 £63,250
90th Percentile £66,000 £70,000 £120,000
South East median annual salary £60,000 £57,500 £56,250
% change year-on-year +4.35% +2.22% +12.50%

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 969 863 1,153
As % of all permanent IT jobs advertised in Oxfordshire 30.79% 31.94% 36.07%
Number of salaries quoted 815 798 958
Oxfordshire median annual salary £45,000 £45,000 £45,000
10th Percentile £29,000 £27,500 £31,250
90th Percentile £71,700 £65,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

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 21 April 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 21 April 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 -2 10 £55,000 -21.43% 4
Abingdon - 8 - - 2
Kidlington - 1 £66,000 -
Hadoop
South East

For the 6 months to 21 April 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 17 (58.62%) SQL
1 17 (58.62%) Big Data
2 16 (55.17%) Problem-Solving
3 15 (51.72%) Machine Learning
3 15 (51.72%) Java
3 15 (51.72%) Python
4 13 (44.83%) Apache Spark
4 13 (44.83%) Microsoft Azure
4 13 (44.83%) Amazon AWS
5 12 (41.38%) Microsoft
6 11 (37.93%) Business Intelligence
6 11 (37.93%) SQL Server
6 11 (37.93%) Finance
6 11 (37.93%) SQL Server Reporting Services
6 11 (37.93%) SQL Server Integration Services
6 11 (37.93%) SQL Server Analysis Services
6 11 (37.93%) SQL Server 2012
6 11 (37.93%) R
7 10 (34.48%) Data Analysis
7 10 (34.48%) Migration
7 10 (34.48%) Data Warehouse
7 10 (34.48%) Data Science
8 9 (31.03%) Agile Software Development
8 9 (31.03%) Degree
8 9 (31.03%) NoSQL
9 8 (27.59%) Tableau
9 8 (27.59%) Data Quality
9 8 (27.59%) Mentoring
9 8 (27.59%) Analytical Skills
9 8 (27.59%) Kimball Methodology

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 13 (44.83%) Apache Spark
2 1 (3.45%) Apache
2 1 (3.45%) Apache Solr
2 1 (3.45%) Confluence
2 1 (3.45%) GeoServer
2 1 (3.45%) Tomcat
Applications
1 2 (6.90%) MS Visio
Cloud Services
1 13 (44.83%) Amazon AWS
1 13 (44.83%) Microsoft Azure
2 4 (13.79%) Azure Data Factory
3 1 (3.45%) Amazon EC2
Database & Business Intelligence
1 17 (58.62%) Big Data
2 11 (37.93%) SQL Server
2 11 (37.93%) SQL Server 2012
2 11 (37.93%) SQL Server Analysis Services
2 11 (37.93%) SQL Server Integration Services
2 11 (37.93%) SQL Server Reporting Services
3 10 (34.48%) Data Warehouse
4 9 (31.03%) NoSQL
5 6 (20.69%) Apache Hive
6 5 (17.24%) Apache Cassandra
7 4 (13.79%) Data Mining
7 4 (13.79%) HDInsight
8 3 (10.34%) Azure SQL Data Warehouse
8 3 (10.34%) Azure SQL Database
8 3 (10.34%) Data Lake
8 3 (10.34%) MongoDB
8 3 (10.34%) PostgreSQL
8 3 (10.34%) Power BI
8 3 (10.34%) SQL Server 2014
9 2 (6.90%) RDBMS
Development Applications
1 2 (6.90%) ERwin
2 1 (3.45%) Cucumber
2 1 (3.45%) IntelliJ
2 1 (3.45%) Jenkins
2 1 (3.45%) JIRA
2 1 (3.45%) Selenium
2 1 (3.45%) SoapUI
General
1 11 (37.93%) Finance
2 8 (27.59%) Marketing
3 3 (10.34%) Advertising
4 2 (6.90%) Pharmaceutical
5 1 (3.45%) Banking
Job Titles
1 10 (34.48%) Data Engineer
2 8 (27.59%) Architect
2 8 (27.59%) Business Intelligence Architect
2 8 (27.59%) Data Architect
2 8 (27.59%) Data Warehouse Architect
2 8 (27.59%) IT Architect
2 8 (27.59%) Technical Architect
3 6 (20.69%) Python Engineer
4 4 (13.79%) Data Scientist
5 3 (10.34%) Big Data Engineer
5 3 (10.34%) Business Consultant
5 3 (10.34%) Business Intelligence Consultant
5 3 (10.34%) Consultant
5 3 (10.34%) Machine Learning Engineer
5 3 (10.34%) Microsoft BI Consultant
5 3 (10.34%) Microsoft Consultant
5 3 (10.34%) Senior Software Engineer
5 3 (10.34%) Software Engineer
6 2 (6.90%) Head of Data Science
6 2 (6.90%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 8 (27.59%) MDX
2 2 (6.90%) Kafka
2 2 (6.90%) NumPy
2 2 (6.90%) Pandas
2 2 (6.90%) Torch
3 1 (3.45%) GeoTools
3 1 (3.45%) JTS
3 1 (3.45%) Lucene
3 1 (3.45%) Node.js
3 1 (3.45%) SOAP
3 1 (3.45%) Spring Boot
3 1 (3.45%) TensorFlow
3 1 (3.45%) Web Services
Miscellaneous
1 8 (27.59%) Analytical Skills
1 8 (27.59%) Fintech
2 6 (20.69%) Data Structures
3 3 (10.34%) Driving Licence
4 2 (6.90%) Algorithms
4 2 (6.90%) Computer Science
4 2 (6.90%) NHS
Operating Systems
1 2 (6.90%) Linux
1 2 (6.90%) Unix
Processes & Methodologies
1 16 (55.17%) Problem-Solving
2 15 (51.72%) Machine Learning
3 11 (37.93%) Business Intelligence
4 10 (34.48%) Data Analysis
4 10 (34.48%) Data Science
4 10 (34.48%) Migration
5 9 (31.03%) Agile Software Development
6 8 (27.59%) CRM
6 8 (27.59%) Data Migration
6 8 (27.59%) Data Modelling
6 8 (27.59%) Dimensional Modelling
6 8 (27.59%) ETL
6 8 (27.59%) IT Strategy
6 8 (27.59%) Kimball Methodology
6 8 (27.59%) Mentoring
6 8 (27.59%) Project Management
6 8 (27.59%) Waterfall
7 6 (20.69%) Commercial Awareness
8 5 (17.24%) Deep Learning
9 4 (13.79%) Data Engineering
Programming Languages
1 17 (58.62%) SQL
2 15 (51.72%) Java
2 15 (51.72%) Python
3 11 (37.93%) R
4 4 (13.79%) Scala
5 2 (6.90%) Bash Shell
5 2 (6.90%) Julia
5 2 (6.90%) MATLAB
5 2 (6.90%) PL/SQL
Qualifications
1 9 (31.03%) Degree
2 8 (27.59%) MBA
3 1 (3.45%) PhD
Quality Assurance & Compliance
1 8 (27.59%) Data Quality
2 1 (3.45%) QA
System Software
1 4 (13.79%) HDFS
2 3 (10.34%) Docker
3 1 (3.45%) Apache ZooKeeper
Systems Management
1 3 (10.34%) Kubernetes
Vendors
1 12 (41.38%) Microsoft
2 8 (27.59%) Cognos
2 8 (27.59%) Tableau
3 2 (6.90%) Capita
3 2 (6.90%) Oracle
4 1 (3.45%) Google