Period
to 24 January 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 24 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Oxfordshire
6 months to
24 Jan 2018
Same period 2017 Same period 2016
Rank 133 123 183
Rank change year-on-year -10 +60 -39
Permanent jobs citing Hadoop 42 35 5
As % of all permanent IT jobs advertised in Oxfordshire 1.36% 1.31% 0.15%
As % of the Database & Business Intelligence category 4.32% 4.24% 0.39%
Number of salaries quoted 21 30 17
Oxfordshire median annual salary £55,000 £58,500 £110,000
Median salary % change year-on-year -5.98% -46.82% +158.82%
10th Percentile £40,000 £23,000 £100,000
90th Percentile £65,000 £70,000 £120,000
South East median annual salary £59,000 £55,000 £55,000
% change year-on-year +7.27% - +11.11%

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 973 825 1,272
As % of all permanent IT jobs advertised in Oxfordshire 31.62% 30.95% 37.91%
Number of salaries quoted 775 735 1,024
Oxfordshire median annual salary £43,000 £42,500 £42,500
Median salary % change year-on-year +1.18% - +6.25%
10th Percentile £29,000 £28,750 £29,825
90th Percentile £67,500 £63,250 £62,000
South East median annual salary £45,000 £45,000 £44,750
% change year-on-year - +0.56% +7.83%

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 24 January 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 24 January 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 -4 16 £57,500 +2.22% 6
Abingdon -3 10 £35,000 +16.67% 3
Henley-on-Thames - 7 - -
Thame - 1 £45,000 -
Hadoop
South East

For the 6 months to 24 January 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 29 (69.05%) Big Data
2 27 (64.29%) Java
3 20 (47.62%) Machine Learning
4 19 (45.24%) Apache Spark
4 19 (45.24%) Microsoft Azure
4 19 (45.24%) SQL
4 19 (45.24%) Agile Software Development
5 18 (42.86%) NoSQL
6 16 (38.10%) Microsoft
7 15 (35.71%) Python
7 15 (35.71%) Finance
7 15 (35.71%) Amazon AWS
8 14 (33.33%) Apache Hive
9 13 (30.95%) Apache Cassandra
9 13 (30.95%) Degree
9 13 (30.95%) R
9 13 (30.95%) SQL Server
10 12 (28.57%) Business Intelligence
10 12 (28.57%) SQL Server Reporting Services
10 12 (28.57%) SQL Server Integration Services
10 12 (28.57%) SQL Server 2012
10 12 (28.57%) SQL Server Analysis Services
11 11 (26.19%) Tableau
11 11 (26.19%) Analytics
11 11 (26.19%) ETL
11 11 (26.19%) Fintech
12 10 (23.81%) Data Modelling
12 10 (23.81%) MapReduce
13 9 (21.43%) Kimball Methodology
13 9 (21.43%) Data Quality

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 19 (45.24%) Apache Spark
2 5 (11.90%) Apache Pig
3 2 (4.76%) SAS
4 1 (2.38%) Apache
4 1 (2.38%) GeoServer
Applications
1 2 (4.76%) Microsoft Excel
2 1 (2.38%) GNU Octave
2 1 (2.38%) Mathematica
Cloud Services
1 19 (45.24%) Microsoft Azure
2 15 (35.71%) Amazon AWS
3 4 (9.52%) Azure Data Factory
4 2 (4.76%) Google Cloud Platform
5 1 (2.38%) Data Lake Analytics
Database & Business Intelligence
1 29 (69.05%) Big Data
2 18 (42.86%) NoSQL
3 14 (33.33%) Apache Hive
4 13 (30.95%) Apache Cassandra
4 13 (30.95%) SQL Server
5 12 (28.57%) SQL Server 2012
5 12 (28.57%) SQL Server Analysis Services
5 12 (28.57%) SQL Server Integration Services
5 12 (28.57%) SQL Server Reporting Services
6 9 (21.43%) Data Warehouse
7 8 (19.05%) Data Mining
7 8 (19.05%) HBase
7 8 (19.05%) MongoDB
8 7 (16.67%) Amazon DynamoDB
9 5 (11.90%) HDInsight
9 5 (11.90%) Power BI
10 4 (9.52%) Data Lake
11 3 (7.14%) Azure SQL Data Warehouse
11 3 (7.14%) Azure SQL Database
11 3 (7.14%) SQL Server 2014
Development Applications
1 2 (4.76%) Git (software)
1 2 (4.76%) JIRA
1 2 (4.76%) JUnit
2 1 (2.38%) Atlassian Bamboo
2 1 (2.38%) Cucumber
2 1 (2.38%) Jenkins
2 1 (2.38%) JMeter
2 1 (2.38%) Maven
2 1 (2.38%) Subversion
General
1 15 (35.71%) Finance
2 9 (21.43%) Marketing
3 3 (7.14%) Advertising
4 2 (4.76%) Games
5 1 (2.38%) Banking
Job Titles
1 14 (33.33%) Data Engineer
2 11 (26.19%) Architect
3 10 (23.81%) Data Architect
4 9 (21.43%) Business Intelligence Architect
4 9 (21.43%) Data Scientist
4 9 (21.43%) Data Warehouse Architect
4 9 (21.43%) IT Architect
4 9 (21.43%) Technical Architect
5 6 (14.29%) Software Engineer
6 5 (11.90%) Big Data Engineer
6 5 (11.90%) Java Engineer
7 4 (9.52%) Machine Learning Scientist
8 3 (7.14%) Business Consultant
8 3 (7.14%) Business Intelligence Consultant
8 3 (7.14%) Consultant
8 3 (7.14%) Machine Learning Engineer
8 3 (7.14%) Microsoft BI Consultant
8 3 (7.14%) Microsoft Consultant
8 3 (7.14%) Senior Software Engineer
9 2 (4.76%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 9 (21.43%) MDX
2 4 (9.52%) RESTful
3 3 (7.14%) Web Services
4 2 (4.76%) Java EE
4 2 (4.76%) Spring
5 1 (2.38%) GeoTools
5 1 (2.38%) JTS
5 1 (2.38%) Node.js
Miscellaneous
1 11 (26.19%) Fintech
2 9 (21.43%) Analytical Skills
3 7 (16.67%) Data Structures
4 4 (9.52%) Algorithms
5 3 (7.14%) Computer Science
5 3 (7.14%) Driving Licence
Operating Systems
1 2 (4.76%) Linux
Processes & Methodologies
1 20 (47.62%) Machine Learning
2 19 (45.24%) Agile Software Development
3 12 (28.57%) Business Intelligence
4 11 (26.19%) Analytics
4 11 (26.19%) ETL
5 10 (23.81%) Data Modelling
5 10 (23.81%) MapReduce
6 9 (21.43%) CRM
6 9 (21.43%) Data Analysis
6 9 (21.43%) Data Migration
6 9 (21.43%) Deep Learning
6 9 (21.43%) Dimensional Modelling
6 9 (21.43%) IT Strategy
6 9 (21.43%) Kimball Methodology
6 9 (21.43%) Mentoring
6 9 (21.43%) Migration
6 9 (21.43%) Project Management
6 9 (21.43%) Waterfall
7 8 (19.05%) Data Analytics
8 7 (16.67%) Visualisation
Programming Languages
1 27 (64.29%) Java
2 19 (45.24%) SQL
3 15 (35.71%) Python
4 13 (30.95%) R
5 4 (9.52%) Scala
6 3 (7.14%) C++
7 2 (4.76%) C
7 2 (4.76%) MATLAB
8 1 (2.38%) C#
8 1 (2.38%) Clojure
8 1 (2.38%) Go
8 1 (2.38%) Perl
8 1 (2.38%) PHP
8 1 (2.38%) Ruby
Qualifications
1 13 (30.95%) Degree
2 9 (21.43%) MBA
3 2 (4.76%) PhD
4 1 (2.38%) Numerate Degree
Quality Assurance & Compliance
1 9 (21.43%) Data Quality
System Software
1 3 (7.14%) Docker
1 3 (7.14%) HDFS
Systems Management
1 3 (7.14%) Kubernetes
2 1 (2.38%) Puppet
Vendors
1 16 (38.10%) Microsoft
2 11 (26.19%) Tableau
3 9 (21.43%) Cognos
4 3 (7.14%) Google
5 1 (2.38%) Atlassian
5 1 (2.38%) Oracle