Period
to 25 February 2020

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 25 February 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South West
6 months to
25 Feb 2020
Same period 2019 Same period 2018
Rank 221 152 172
Rank change year-on-year -69 +20 -61
Permanent jobs citing Hadoop 73 197 181
As % of all permanent IT jobs advertised in the South West 0.89% 1.96% 1.79%
As % of the Database & Business Intelligence category 3.47% 6.66% 5.31%
Number of salaries quoted 67 170 147
South West median annual salary £55,000 £55,000 £42,000
Median salary % change year-on-year - +30.95% -16.00%
10th Percentile £31,600 £37,500 £31,000
90th Percentile £80,250 £83,750 £70,000
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 2,101 2,959 3,410
As % of all permanent IT jobs advertised in the South West 25.74% 29.48% 33.66%
Number of salaries quoted 1,785 2,525 2,879
South West median annual salary £44,490 £45,000 £40,000
Median salary % change year-on-year -1.13% +12.50% -5.88%
10th Percentile £27,500 £28,600 £27,500
90th Percentile £62,500 £67,787 £60,000
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

Hadoop
Job Vacancy Trend in the South West

Job postings citing Hadoop as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Hadoop in the South West

Hadoop
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in the South West.

Salary trend for Hadoop in the South West

Hadoop
Salary Histogram in the South West

The salary distribution of IT jobs citing Hadoop in the South West over the 6 months to 25 February 2020.

Salary histogram for Hadoop in the South West

Hadoop
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South West region over the 6 months to 25 February 2020. 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
Gloucestershire -11 39 £57,500 +21.05% 14
Bristol +11 12 £52,364 -16.22% 6
Wiltshire -35 10 £81,250 +30.76%
Dorset +20 6 £30,000 -36.84%
Devon +1 5 £52,500 +7.69%
Hadoop
England

For the 6 months to 25 February 2020, 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 South West region with a requirement for Hadoop.

1 47 (64.38%) Java
1 47 (64.38%) Python
2 46 (63.01%) Agile Software Development
3 40 (54.79%) Big Data
4 39 (53.42%) Software Engineering
5 38 (52.05%) MongoDB
6 35 (47.95%) Node.js
7 34 (46.58%) Oracle
8 33 (45.21%) Docker
9 31 (42.47%) JavaScript
10 28 (38.36%) Apache Spark
11 26 (35.62%) Analytics
12 25 (34.25%) AngularJS
12 25 (34.25%) DevOps
12 25 (34.25%) React
12 25 (34.25%) SQL
13 24 (32.88%) Linux
13 24 (32.88%) Ansible
13 24 (32.88%) Data Science
14 22 (30.14%) Security Cleared
15 21 (28.77%) Kafka
15 21 (28.77%) OO
15 21 (28.77%) TDD
16 20 (27.40%) Atlassian
17 19 (26.03%) ETL
18 18 (24.66%) Unix
18 18 (24.66%) C
18 18 (24.66%) AWS
19 17 (23.29%) Requirements Analysis
20 16 (21.92%) Elasticsearch

Hadoop
Co-occurring IT Skills in the South West 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 28 (38.36%) Apache Spark
2 16 (21.92%) Elasticsearch
3 7 (9.59%) Apache
3 7 (9.59%) JBoss
4 1 (1.37%) Apache Pig
4 1 (1.37%) ArcGIS
4 1 (1.37%) Confluence
4 1 (1.37%) GlassFish
4 1 (1.37%) Tomcat
Cloud Services
1 18 (24.66%) AWS
2 13 (17.81%) GCP
3 12 (16.44%) Azure
4 2 (2.74%) Amazon EMR
4 2 (2.74%) Power Platform
5 1 (1.37%) Azure Machine Learning
5 1 (1.37%) Cloud Computing
5 1 (1.37%) GitHub
5 1 (1.37%) Serverless
Communications & Networking
1 1 (1.37%) HTTP
1 1 (1.37%) SSH
1 1 (1.37%) TCP/IP
Database & Business Intelligence
1 40 (54.79%) Big Data
2 38 (52.05%) MongoDB
3 14 (19.18%) Data Warehouse
4 13 (17.81%) Amazon Redshift
5 12 (16.44%) BigQuery
5 12 (16.44%) MySQL
6 11 (15.07%) NoSQL
7 10 (13.70%) Bigtable
7 10 (13.70%) Oracle Reports
7 10 (13.70%) Relational Database
8 9 (12.33%) SQL Server
9 7 (9.59%) SQL Server Integration Services
10 6 (8.22%) Apache Hive
10 6 (8.22%) QlikView
10 6 (8.22%) SQL Server Reporting Services
11 5 (6.85%) Looker
11 5 (6.85%) RDBMS
11 5 (6.85%) SQL Server 2008
11 5 (6.85%) SQL Server 2014
11 5 (6.85%) SQL Server Analysis Services
Development Applications
1 10 (13.70%) Cucumber
2 7 (9.59%) Git (software)
3 6 (8.22%) JIRA
4 4 (5.48%) Eclipse
4 4 (5.48%) IntelliJ
4 4 (5.48%) Jenkins
5 2 (2.74%) Selenium
6 1 (1.37%) Bitbucket
6 1 (1.37%) IBM UrbanCode
6 1 (1.37%) Maven
6 1 (1.37%) Sonatype Nexus
6 1 (1.37%) Visual Studio
General
1 15 (20.55%) Finance
2 11 (15.07%) Retail
3 10 (13.70%) Automotive
4 2 (2.74%) Marketing
5 1 (1.37%) Banking
5 1 (1.37%) Financial Institution
5 1 (1.37%) Military
5 1 (1.37%) Public Sector
Job Titles
1 21 (28.77%) Data Engineer
2 20 (27.40%) Software Engineer
3 9 (12.33%) Developer
4 7 (9.59%) Architect
4 7 (9.59%) Data Architect
4 7 (9.59%) Java Engineer
4 7 (9.59%) Java Software Engineer
4 7 (9.59%) Junior
5 5 (6.85%) Cloud Architect
5 5 (6.85%) Cloud Engineer
6 4 (5.48%) C++ Software Engineer
6 4 (5.48%) Graduate
6 4 (5.48%) Java Developer
7 3 (4.11%) Administrator
7 3 (4.11%) Data Scientist
7 3 (4.11%) Junior Developer
7 3 (4.11%) Junior Java Software Engineer
7 3 (4.11%) Senior Developer
7 3 (4.11%) Senior Java Developer
7 3 (4.11%) Software Developer
Libraries, Frameworks & Software Standards
1 35 (47.95%) Node.js
2 25 (34.25%) AngularJS
2 25 (34.25%) React
3 21 (28.77%) Kafka
4 13 (17.81%) Enzyme
4 13 (17.81%) Jest
5 12 (16.44%) Spring
6 10 (13.70%) Java EE
6 10 (13.70%) RESTful
7 8 (10.96%) Hibernate
8 7 (9.59%) EJB
9 5 (6.85%) Spring Boot
10 4 (5.48%) CSS
10 4 (5.48%) HTML
10 4 (5.48%) JPA
10 4 (5.48%) NumPy
10 4 (5.48%) Pandas
10 4 (5.48%) RabbitMQ
11 3 (4.11%) GraphQL
11 3 (4.11%) Web Services
Miscellaneous
1 10 (13.70%) Analytical Skills
2 7 (9.59%) Algorithms
3 6 (8.22%) Clustering
4 4 (5.48%) Management Information System
5 2 (2.74%) Social Media
6 1 (1.37%) Analytical Mindset
6 1 (1.37%) Cloud Native
6 1 (1.37%) Cybercrime
6 1 (1.37%) Data Structures
6 1 (1.37%) Hybrid Cloud
6 1 (1.37%) Linux Command Line
6 1 (1.37%) PKI
6 1 (1.37%) User Experience
Operating Systems
1 24 (32.88%) Linux
2 18 (24.66%) Unix
3 4 (5.48%) Android
4 3 (4.11%) Windows
5 2 (2.74%) Red Hat Enterprise Linux
6 1 (1.37%) Apple iOS
6 1 (1.37%) CentOS
Processes & Methodologies
1 46 (63.01%) Agile Software Development
2 39 (53.42%) Software Engineering
3 26 (35.62%) Analytics
4 25 (34.25%) DevOps
5 24 (32.88%) Data Science
6 21 (28.77%) OO
6 21 (28.77%) TDD
7 19 (26.03%) ETL
8 17 (23.29%) Requirements Analysis
9 15 (20.55%) Data Analytics
10 14 (19.18%) Software Architecture
10 14 (19.18%) Visualisation
11 13 (17.81%) Software Testing
12 12 (16.44%) Machine Learning
13 11 (15.07%) Data Transformation
13 11 (15.07%) Open Source
13 11 (15.07%) SDLC
14 10 (13.70%) Business Intelligence
14 10 (13.70%) Migration
14 10 (13.70%) Validation
Programming Languages
1 47 (64.38%) Java
1 47 (64.38%) Python
2 31 (42.47%) JavaScript
3 25 (34.25%) SQL
4 18 (24.66%) C
5 13 (17.81%) C++
5 13 (17.81%) Scala
6 10 (13.70%) C#
6 10 (13.70%) Go
7 8 (10.96%) Java 8
7 8 (10.96%) Ruby
8 5 (6.85%) R
9 4 (5.48%) Bash Shell
10 2 (2.74%) T-SQL
11 1 (1.37%) Apple Swift
11 1 (1.37%) HiveQL
11 1 (1.37%) MATLAB
11 1 (1.37%) Objective-C
11 1 (1.37%) Perl
11 1 (1.37%) PowerShell
Qualifications
1 22 (30.14%) Security Cleared
2 14 (19.18%) DV Cleared
3 11 (15.07%) Degree
4 4 (5.48%) Computer Science Degree
5 3 (4.11%) SC Cleared
Quality Assurance & Compliance
1 5 (6.85%) ISO/IEC 27001
2 1 (1.37%) GDPR
System Software
1 33 (45.21%) Docker
2 1 (1.37%) Active Directory
2 1 (1.37%) Apache ZooKeeper
2 1 (1.37%) HDFS
2 1 (1.37%) VMware NSX
2 1 (1.37%) vSphere
Systems Management
1 24 (32.88%) Ansible
2 9 (12.33%) Kubernetes
3 4 (5.48%) Docker Swarm
4 2 (2.74%) Puppet
4 2 (2.74%) Salt
5 1 (1.37%) Hadoop YARN
5 1 (1.37%) Opscode Chef
5 1 (1.37%) Terraform
5 1 (1.37%) vRealize
Vendors
1 34 (46.58%) Oracle
2 20 (27.40%) Atlassian
3 13 (17.81%) Tableau
4 12 (16.44%) Google
5 11 (15.07%) Teradata
6 8 (10.96%) Talend
7 4 (5.48%) Cloudera
8 3 (4.11%) Hortonworks
9 2 (2.74%) Apple
9 2 (2.74%) Informatica
9 2 (2.74%) Microsoft
9 2 (2.74%) MicroStrategy
9 2 (2.74%) Netezza
10 1 (1.37%) ESRI
10 1 (1.37%) Red Hat
10 1 (1.37%) TIBCO
10 1 (1.37%) VMware