Period
to 26 May 2019

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 26 May 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Oxfordshire
6 months to
26 May 2019
Same period 2018 Same period 2017
Rank 121 169 153
Rank change year-on-year +48 -16 +17
Permanent jobs citing Hadoop 19 21 14
As % of all permanent IT jobs advertised in Oxfordshire 0.94% 0.70% 0.52%
As % of the Database & Business Intelligence category 3.74% 2.34% 1.67%
Number of salaries quoted 18 17 14
Oxfordshire median annual salary £53,750 £60,000 £29,500
Median salary % change year-on-year -10.42% +103.39% -59.31%
10th Percentile £41,000 £37,250 £22,750
90th Percentile £78,750 £85,600 £72,400
South East median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

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 508 898 840
As % of all permanent IT jobs advertised in Oxfordshire 25.20% 29.90% 31.05%
Number of salaries quoted 442 769 780
Oxfordshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -5.56%
10th Percentile £31,500 £29,000 £27,500
90th Percentile £75,000 £72,500 £66,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 26 May 2019.

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 26 May 2019. 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 +33 16 £45,000 -25.00% 1
Kidlington +18 2 £60,000 -9.09%
Hadoop
South East

For the 6 months to 26 May 2019, 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 19 (100.00%) Big Data
2 10 (52.63%) NoSQL
3 8 (42.11%) Amazon AWS
3 8 (42.11%) Python
3 8 (42.11%) Linux
3 8 (42.11%) Docker
4 7 (36.84%) DevOps
4 7 (36.84%) Jenkins
4 7 (36.84%) Apache Spark
4 7 (36.84%) Ansible
4 7 (36.84%) Kubernetes
4 7 (36.84%) Puppet
4 7 (36.84%) Git (software)
4 7 (36.84%) Machine Learning
5 6 (31.58%) Visualisation
5 6 (31.58%) Java
5 6 (31.58%) Analytics
6 5 (26.32%) PhD
6 5 (26.32%) Data Warehouse
6 5 (26.32%) Data Architecture
6 5 (26.32%) Scala
6 5 (26.32%) Artificial Intelligence
7 4 (21.05%) Data Analytics
7 4 (21.05%) Data Visualisation
7 4 (21.05%) SQL
7 4 (21.05%) Algorithms
7 4 (21.05%) Deep Learning
8 3 (15.79%) Data Structures
8 3 (15.79%) Relational Database
8 3 (15.79%) Information Retrieval

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 7 (36.84%) Apache Spark
2 1 (5.26%) Apache
2 1 (5.26%) Apache Solr
2 1 (5.26%) Elasticsearch
Applications
1 1 (5.26%) Weka
Cloud Services
1 8 (42.11%) Amazon AWS
2 2 (10.53%) Dynamics 365
2 2 (10.53%) Power Platform
3 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 19 (100.00%) Big Data
2 10 (52.63%) NoSQL
3 5 (26.32%) Data Warehouse
4 3 (15.79%) Apache Hive
4 3 (15.79%) Data Mart
4 3 (15.79%) MySQL
4 3 (15.79%) Relational Database
4 3 (15.79%) SQL Server
5 2 (10.53%) Power BI
6 1 (5.26%) Data Mining
6 1 (5.26%) Flink
6 1 (5.26%) PostgreSQL
6 1 (5.26%) Text Mining
Development Applications
1 7 (36.84%) Git (software)
1 7 (36.84%) Jenkins
General
1 2 (10.53%) Finance
Job Titles
1 7 (36.84%) DevOps Engineer
2 3 (15.79%) Architect
2 3 (15.79%) Data Architect
2 3 (15.79%) Data Scientist
2 3 (15.79%) Machine Learning Engineer
3 2 (10.53%) Data Engineer
4 1 (5.26%) Senior Data Scientist
4 1 (5.26%) Software Engineer
4 1 (5.26%) Systems Engineer
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) AngularJS
1 1 (5.26%) Cascading
1 1 (5.26%) Kafka
1 1 (5.26%) Keras
1 1 (5.26%) Natural Language Processing
1 1 (5.26%) Node.js
1 1 (5.26%) OpenNLP
1 1 (5.26%) scikit-learn
1 1 (5.26%) TensorFlow
Miscellaneous
1 4 (21.05%) Algorithms
2 3 (15.79%) Data Structures
3 2 (10.53%) Greenfield Project
3 2 (10.53%) Management Information System
3 2 (10.53%) NHS
4 1 (5.26%) User Experience
Operating Systems
1 8 (42.11%) Linux
Processes & Methodologies
1 7 (36.84%) DevOps
1 7 (36.84%) Machine Learning
2 6 (31.58%) Analytics
2 6 (31.58%) Visualisation
3 5 (26.32%) Artificial Intelligence
3 5 (26.32%) Data Architecture
4 4 (21.05%) Data Analytics
4 4 (21.05%) Data Visualisation
4 4 (21.05%) Deep Learning
5 3 (15.79%) Business Analysis
5 3 (15.79%) Computer Science
5 3 (15.79%) Data Integration
5 3 (15.79%) Data Science
5 3 (15.79%) Data Strategy
5 3 (15.79%) Information Management
5 3 (15.79%) Information Retrieval
5 3 (15.79%) Mathematics
5 3 (15.79%) Neural Network
5 3 (15.79%) Recommender Systems
5 3 (15.79%) Statistical Modelling
Programming Languages
1 8 (42.11%) Python
2 6 (31.58%) Java
3 5 (26.32%) Scala
4 4 (21.05%) SQL
5 3 (15.79%) MATLAB
6 1 (5.26%) C#
Qualifications
1 5 (26.32%) PhD
2 1 (5.26%) Degree
Quality Assurance & Compliance
1 3 (15.79%) Data Quality
System Software
1 8 (42.11%) Docker
Systems Management
1 7 (36.84%) Ansible
1 7 (36.84%) Kubernetes
1 7 (36.84%) Puppet
Vendors
1 3 (15.79%) Oracle
2 2 (10.53%) Microsoft
3 1 (5.26%) Google