Period
to 19 October 2021

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 19 October 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South West
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 227 167 150
Rank change year-on-year -60 -17 +13
Permanent jobs citing Hadoop 64 31 201
As % of all permanent jobs advertised in the South West 0.86% 0.94% 2.09%
As % of the Database & Business Intelligence category 3.29% 3.21% 7.56%
Number of salaries quoted 14 14 146
10th Percentile £50,375 £42,400 £39,232
25th Percentile £52,000 £46,563 £46,250
Median annual salary (50th Percentile) £68,750 £60,000 £53,700
Median % change year-on-year +14.58% +11.73% +2.29%
75th Percentile £93,438 £72,188 £67,250
90th Percentile £101,250 £75,000 £75,000
England median annual salary £80,000 £72,500 £70,000
% change year-on-year +10.34% +3.57% -

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 1,946 966 2,659
As % of all permanent IT jobs advertised in the South West 26.14% 29.21% 27.65%
Number of salaries quoted 1,349 819 2,221
10th Percentile £32,250 £31,997 £27,500
25th Percentile £37,500 £37,500 £33,750
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - +5.88%
75th Percentile £60,000 £55,000 £55,000
90th Percentile £72,500 £67,500 £64,250
England median annual salary £59,000 £55,000 £52,500
% change year-on-year +7.27% +4.76% +5.00%

Hadoop
Job Vacancy Trend in the South West

Job postings citing Hadoop as a proportion 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

3-month moving average salary quoted in jobs citing Hadoop in the South West.

Salary trend for Hadoop in the South West

Hadoop
Salary Histogram in the South West

Salary distribution for jobs citing Hadoop in the South West over the 6 months to 19 October 2021.

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 19 October 2021. 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 +3 45 £55,000 -15.38% 1
Bristol -93 13 £62,500 +13.64%
Wiltshire -13 4 £70,000 - 2
Somerset - 2 - -
Dorset -33 1 - -
Hadoop
England

For the 6 months to 19 October 2021, 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 60 (93.75%) Kafka
2 56 (87.50%) Agile Software Development
3 55 (85.94%) AWS
4 54 (84.38%) Continuous Integration
5 53 (82.81%) Azure
6 52 (81.25%) Jenkins
7 48 (75.00%) Ansible
7 48 (75.00%) Software Engineering
8 46 (71.88%) Oracle
9 45 (70.31%) Security Cleared
9 45 (70.31%) MongoDB
10 44 (68.75%) SC Cleared
10 44 (68.75%) OpenShift
10 44 (68.75%) Linux
10 44 (68.75%) MySQL
10 44 (68.75%) Eclipse
10 44 (68.75%) JMeter
10 44 (68.75%) Atlassian
10 44 (68.75%) Robot Framework
10 44 (68.75%) Cyberattack
10 44 (68.75%) Elastic Stack
10 44 (68.75%) Apache NiFi
11 37 (57.81%) Python
12 34 (53.13%) Java
13 30 (46.88%) DevOps
14 29 (45.31%) Node.js
15 28 (43.75%) Spring Boot
16 26 (40.63%) Microsoft
16 26 (40.63%) JavaScript
17 25 (39.06%) HTML

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 16 (25.00%) Apache Spark
2 5 (7.81%) Elasticsearch
3 4 (6.25%) Jupyter
4 2 (3.13%) Apache
5 1 (1.56%) JBoss
5 1 (1.56%) Jetty
5 1 (1.56%) Tomcat
5 1 (1.56%) WebLogic
Cloud Services
1 55 (85.94%) AWS
2 53 (82.81%) Azure
3 44 (68.75%) OpenShift
4 20 (31.25%) AWS CloudFormation
4 20 (31.25%) AWS Lambda
4 20 (31.25%) Serverless
5 8 (12.50%) GCP
6 6 (9.38%) Amazon Kinesis
7 4 (6.25%) Amazon S3
7 4 (6.25%) Amazon SQS
7 4 (6.25%) Snowflake
Database & Business Intelligence
1 45 (70.31%) MongoDB
2 44 (68.75%) MySQL
3 7 (10.94%) Big Data
4 6 (9.38%) NoSQL
4 6 (9.38%) SQL Server
5 4 (6.25%) Amazon DynamoDB
5 4 (6.25%) BigQuery
5 4 (6.25%) Data Vault
5 4 (6.25%) SQL Server Integration Services
6 2 (3.13%) Apache Hive
6 2 (3.13%) Data Mining
6 2 (3.13%) Relational Database
7 1 (1.56%) Apache Cassandra
7 1 (1.56%) Couchbase
7 1 (1.56%) Redis
7 1 (1.56%) Riak
Development Applications
1 52 (81.25%) Jenkins
2 44 (68.75%) Eclipse
2 44 (68.75%) JMeter
2 44 (68.75%) Robot Framework
3 24 (37.50%) Cucumber
3 24 (37.50%) Selenium
4 20 (31.25%) Bitbucket
4 20 (31.25%) SonarQube
5 4 (6.25%) Atlassian Bamboo
General
1 6 (9.38%) Finance
1 6 (9.38%) Social Skills
2 4 (6.25%) Analytical Skills
2 4 (6.25%) Banking
2 4 (6.25%) Retail
3 2 (3.13%) Influencing Skills
3 2 (3.13%) Retail Banking
4 1 (1.56%) Law
Job Titles
1 29 (45.31%) Developer
1 29 (45.31%) Java Developer
2 20 (31.25%) DevOps Engineer
3 6 (9.38%) Data Engineer
4 4 (6.25%) Data Manager
4 4 (6.25%) Data Scientist
4 4 (6.25%) Senior Data Engineer
5 2 (3.13%) Analyst
5 2 (3.13%) Data Analyst
5 2 (3.13%) Data Analytics Engineer
5 2 (3.13%) DevOps Manager
5 2 (3.13%) Implementation Analyst
5 2 (3.13%) Implementation Manager
5 2 (3.13%) Lead Developer
5 2 (3.13%) Lead Java Developer
6 1 (1.56%) Principal Developer
6 1 (1.56%) Principal Java Developer
6 1 (1.56%) Senior Developer
6 1 (1.56%) Senior Java Developer
6 1 (1.56%) Software Engineer
Libraries, Frameworks & Software Standards
1 60 (93.75%) Kafka
2 44 (68.75%) Apache NiFi
2 44 (68.75%) Elastic Stack
3 29 (45.31%) Node.js
4 28 (43.75%) Spring Boot
5 25 (39.06%) HTML
5 25 (39.06%) HTML5
5 25 (39.06%) React
6 24 (37.50%) ActiveMQ
6 24 (37.50%) CSS
6 24 (37.50%) CSS3
6 24 (37.50%) Gherkin
6 24 (37.50%) LAMP
6 24 (37.50%) Twitter Bootstrap
7 5 (7.81%) Spring
8 4 (6.25%) .NET
8 4 (6.25%) JSON
8 4 (6.25%) RabbitMQ
8 4 (6.25%) XML
9 1 (1.56%) JPA
Miscellaneous
1 44 (68.75%) Cyberattack
2 6 (9.38%) Algorithms
3 2 (3.13%) Data Structures
3 2 (3.13%) Self-Motivation
Operating Systems
1 44 (68.75%) Linux
2 24 (37.50%) CentOS
2 24 (37.50%) Red Hat Enterprise Linux
3 20 (31.25%) Windows
Processes & Methodologies
1 56 (87.50%) Agile Software Development
2 54 (84.38%) Continuous Integration
3 48 (75.00%) Software Engineering
4 30 (46.88%) DevOps
5 20 (31.25%) Infrastructure as Code
6 10 (15.63%) Analytics
7 7 (10.94%) Machine Learning
8 6 (9.38%) Data Science
9 4 (6.25%) Data Analytics
9 4 (6.25%) Data Engineering
9 4 (6.25%) Data Pipeline
9 4 (6.25%) Fintech
9 4 (6.25%) Inmon Methodology
9 4 (6.25%) Kimball Methodology
9 4 (6.25%) Mentoring
9 4 (6.25%) Microservices
9 4 (6.25%) Personalization
9 4 (6.25%) Recommender Systems
9 4 (6.25%) Scaled Agile Framework
9 4 (6.25%) Technical Leadership
Programming Languages
1 37 (57.81%) Python
2 34 (53.13%) Java
3 26 (40.63%) JavaScript
4 25 (39.06%) Go
5 20 (31.25%) Bash Shell
5 20 (31.25%) PowerShell
6 14 (21.88%) SQL
7 6 (9.38%) R
8 5 (7.81%) C#
8 5 (7.81%) Scala
9 4 (6.25%) F#
10 1 (1.56%) C++
Qualifications
1 45 (70.31%) Security Cleared
2 44 (68.75%) SC Cleared
3 24 (37.50%) DV Cleared
4 4 (6.25%) Degree
Quality Assurance & Compliance
1 1 (1.56%) QA
System Software
1 20 (31.25%) Docker
Systems Management
1 48 (75.00%) Ansible
2 24 (37.50%) Terraform
3 20 (31.25%) Kubernetes
Vendors
1 46 (71.88%) Oracle
2 44 (68.75%) Atlassian
3 26 (40.63%) Microsoft
4 20 (31.25%) Splunk
5 6 (9.38%) Google
6 4 (6.25%) Teradata
7 2 (3.13%) IBM
7 2 (3.13%) Pega
7 2 (3.13%) Salesforce.com