Period
to 13 June 2021

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 13 June 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South East
6 months to
13 Jun 2021
Same period 2020 Same period 2019
Rank 285 224 263
Rank change year-on-year -61 +39 -5
Permanent jobs citing Hadoop 113 179 304
As % of all permanent jobs advertised in the South East 0.76% 1.20% 1.16%
As % of the Database & Business Intelligence category 2.94% 4.65% 4.24%
Number of salaries quoted 78 112 203
10th Percentile £42,500 £38,750 £33,550
25th Percentile £47,500 £48,438 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £60,000
Median % change year-on-year +7.69% +8.33% +4.35%
75th Percentile £95,000 £82,813 £72,500
90th Percentile £102,500 £87,500 £78,000
England median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% +3.70%

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 East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 3,841 3,853 7,165
As % of all permanent IT jobs advertised in the South East 25.98% 25.75% 27.33%
Number of salaries quoted 3,006 3,172 6,073
10th Percentile £33,750 £31,250 £30,000
25th Percentile £41,250 £37,500 £36,250
Median annual salary (50th Percentile) £50,003 £50,000 £47,500
Median % change year-on-year +0.01% +5.26% +5.56%
75th Percentile £63,750 £63,750 £61,250
90th Percentile £75,000 £76,250 £75,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Hadoop
Job Vacancy Trend in the South East

Job postings citing Hadoop as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Hadoop in the South East

Hadoop
Salary Trend in the South East

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

Salary trend for Hadoop in the South East

Hadoop
Salary Histogram in the South East

Salary distribution for jobs citing Hadoop in the South East over the 6 months to 13 June 2021.

Salary histogram for Hadoop in the South East

Hadoop
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South East region over the 6 months to 13 June 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
Hampshire -45 58 £57,500 -11.54% 1
Thames Valley -38 26 £62,500 +4.17% 5
Surrey +19 23 £91,250 +58.70% 3
Berkshire -38 13 £70,000 +16.67% 3
Oxfordshire +9 7 £55,000 -35.29% 1
Buckinghamshire -3 6 £47,500 -23.39% 1
East Sussex -15 6 £90,000 +33.33% 2
Hadoop
England

For the 6 months to 13 June 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 East region with a requirement for Hadoop.

1 81 (71.68%) Java
1 81 (71.68%) Apache Spark
2 62 (54.87%) Big Data
3 57 (50.44%) Kafka
4 49 (43.36%) Jenkins
5 48 (42.48%) Ansible
6 46 (40.71%) DevOps
6 46 (40.71%) Finance
6 46 (40.71%) Terraform
7 44 (38.94%) Spring
7 44 (38.94%) Microservices
7 44 (38.94%) Spring Boot
7 44 (38.94%) AWS
7 44 (38.94%) RabbitMQ
8 41 (36.28%) Continuous Integration
9 38 (33.63%) Software Engineering
10 34 (30.09%) Python
11 33 (29.20%) Linux
12 32 (28.32%) Degree
12 32 (28.32%) Computer Science
13 29 (25.66%) Azure
13 29 (25.66%) REST
14 28 (24.78%) HBase
14 28 (24.78%) Web Services
14 28 (24.78%) Fintech
15 27 (23.89%) Unix
15 27 (23.89%) Banking
16 26 (23.01%) SQL
16 26 (23.01%) Digital Banking
17 25 (22.12%) Presentation Skills

Hadoop
Co-occurring IT Skills in the South East 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 81 (71.68%) Apache Spark
2 25 (22.12%) Cloud Foundry
3 16 (14.16%) Apache
4 8 (7.08%) Elasticsearch
5 6 (5.31%) SAS
6 5 (4.42%) Apache Airflow
7 3 (2.65%) GemFire
8 2 (1.77%) Apache Pig
8 2 (1.77%) Confluence
9 1 (0.88%) GeoServer
Applications
1 1 (0.88%) Microsoft Excel
1 1 (0.88%) Microsoft Office
1 1 (0.88%) Microsoft PowerPoint
1 1 (0.88%) Microsoft Project
1 1 (0.88%) MS Visio
Cloud Services
1 44 (38.94%) AWS
2 29 (25.66%) Azure
3 23 (20.35%) Amazon EC2
4 22 (19.47%) Amazon Kinesis
5 8 (7.08%) GCP
6 6 (5.31%) PaaS
7 5 (4.42%) Power Platform
7 5 (4.42%) Snowflake
8 3 (2.65%) Amazon S3
8 3 (2.65%) GitHub
9 2 (1.77%) Amazon EMR
9 2 (1.77%) AWS CloudFormation
9 2 (1.77%) AWS Lambda
9 2 (1.77%) Azure Functions
9 2 (1.77%) Serverless
Database & Business Intelligence
1 62 (54.87%) Big Data
2 28 (24.78%) HBase
3 25 (22.12%) Apache Hive
3 25 (22.12%) Relational Database
4 22 (19.47%) Amazon DynamoDB
4 22 (19.47%) MariaDB
5 19 (16.81%) NoSQL
6 11 (9.73%) Apache Cassandra
7 8 (7.08%) PostgreSQL
8 7 (6.19%) MongoDB
8 7 (6.19%) Presto
8 7 (6.19%) SQL Server Integration Services
9 6 (5.31%) SQL Server Reporting Services
10 5 (4.42%) Geospatial Data
10 5 (4.42%) Power BI
11 4 (3.54%) BigQuery
11 4 (3.54%) Data Lake
11 4 (3.54%) MySQL
11 4 (3.54%) SQL Server
12 3 (2.65%) Impala
Development Applications
1 49 (43.36%) Jenkins
2 7 (6.19%) Cucumber
2 7 (6.19%) Git (software)
3 5 (4.42%) IntelliJ
3 5 (4.42%) JIRA
4 4 (3.54%) Maven
4 4 (3.54%) Selenium
5 3 (2.65%) Appium
5 3 (2.65%) Cypress.io
5 3 (2.65%) Eclipse
5 3 (2.65%) Gradle
5 3 (2.65%) JUnit
5 3 (2.65%) Protractor
5 3 (2.65%) SonarQube
5 3 (2.65%) Sonatype Nexus
5 3 (2.65%) Storybook
General
1 46 (40.71%) Finance
2 27 (23.89%) Banking
3 25 (22.12%) Law
3 25 (22.12%) Presentation Skills
4 10 (8.85%) Social Skills
5 8 (7.08%) Telecoms
6 4 (3.54%) Marketing
7 3 (2.65%) Analytical Skills
7 3 (2.65%) Influencing Skills
7 3 (2.65%) Legal
8 2 (1.77%) Military
9 1 (0.88%) Automotive
Job Titles
1 31 (27.43%) Developer
2 24 (21.24%) Data Engineer
3 21 (18.58%) Java Developer
4 20 (17.70%) Software Engineer
5 17 (15.04%) Principal Developer
5 17 (15.04%) Principal Java Developer
6 16 (14.16%) Principal Engineer
6 16 (14.16%) Principal Software Engineer
6 16 (14.16%) Senior Software Engineer
7 11 (9.73%) Senior Data Engineer
8 10 (8.85%) Architect
9 7 (6.19%) Applications Architect
9 7 (6.19%) Big Data Engineer
9 7 (6.19%) Java Engineer
9 7 (6.19%) Senior Java Engineer
10 6 (5.31%) Cloud Engineer
10 6 (5.31%) Full Stack Developer
10 6 (5.31%) JavaScript Developer
10 6 (5.31%) Principal Architect
10 6 (5.31%) Python Developer
Libraries, Frameworks & Software Standards
1 57 (50.44%) Kafka
2 44 (38.94%) RabbitMQ
2 44 (38.94%) Spring
2 44 (38.94%) Spring Boot
3 29 (25.66%) REST
4 28 (24.78%) Web Services
5 23 (20.35%) Drools
5 23 (20.35%) Lambda Expressions
5 23 (20.35%) Middleware
6 9 (7.96%) AngularJS
6 9 (7.96%) Node.js
6 9 (7.96%) React
7 8 (7.08%) TensorFlow
8 7 (6.19%) RESTful
9 6 (5.31%) KnockoutJS
9 6 (5.31%) Vue.js
10 5 (4.42%) Keras
11 3 (2.65%) GraphQL
11 3 (2.65%) Redux
11 3 (2.65%) scikit-learn
Miscellaneous
1 19 (16.81%) User Experience
2 7 (6.19%) Video on Demand
3 5 (4.42%) Cybercrime
4 4 (3.54%) Linux Command Line
4 4 (3.54%) Self-Motivation
4 4 (3.54%) Virtual Team
5 3 (2.65%) Algorithms
6 2 (1.77%) Data Structures
6 2 (1.77%) Hybrid Cloud
7 1 (0.88%) Clustering
7 1 (0.88%) Cyberthreat
7 1 (0.88%) Public Cloud
7 1 (0.88%) Replication
Operating Systems
1 33 (29.20%) Linux
2 27 (23.89%) Unix
3 3 (2.65%) Windows
4 1 (0.88%) AIX
4 1 (0.88%) Solaris
Processes & Methodologies
1 46 (40.71%) DevOps
2 44 (38.94%) Microservices
3 41 (36.28%) Continuous Integration
4 38 (33.63%) Software Engineering
5 32 (28.32%) Computer Science
6 28 (24.78%) Fintech
7 26 (23.01%) Digital Banking
8 24 (21.24%) Agile Software Development
9 23 (20.35%) Technical Leadership
10 21 (18.58%) Scaled Agile Framework
11 19 (16.81%) Business Continuity
12 18 (15.93%) Analytics
12 18 (15.93%) People Management
13 14 (12.39%) ETL
14 13 (11.50%) Data Modelling
15 11 (9.73%) Machine Learning
16 10 (8.85%) Data Science
17 9 (7.96%) Data Pipeline
17 9 (7.96%) Visualisation
18 8 (7.08%) Mentoring
Programming Languages
1 81 (71.68%) Java
2 34 (30.09%) Python
3 26 (23.01%) SQL
4 13 (11.50%) JavaScript
5 8 (7.08%) C#
6 7 (6.19%) Scala
7 6 (5.31%) Bash Shell
8 5 (4.42%) C
9 3 (2.65%) Groovy
9 3 (2.65%) Shell Script
10 2 (1.77%) Java 8
10 2 (1.77%) Kotlin
11 1 (0.88%) R
11 1 (0.88%) TypeScript
Qualifications
1 32 (28.32%) Degree
2 6 (5.31%) Computer Science Degree
3 4 (3.54%) Security Cleared
4 3 (2.65%) DV Cleared
4 3 (2.65%) PhD
5 1 (0.88%) SC Cleared
Quality Assurance & Compliance
1 5 (4.42%) SLA
2 4 (3.54%) QA
3 2 (1.77%) COBIT
3 2 (1.77%) ISO/IEC 27001
3 2 (1.77%) NIST
4 1 (0.88%) Data Quality
System Software
1 14 (12.39%) Docker
2 4 (3.54%) HDFS
3 3 (2.65%) Apache ZooKeeper
3 3 (2.65%) VMware Infrastructure
4 1 (0.88%) Oracle RAC
Systems Management
1 48 (42.48%) Ansible
2 46 (40.71%) Terraform
3 10 (8.85%) Kubernetes
4 3 (2.65%) Puppet
5 1 (0.88%) Data Guard
5 1 (0.88%) Failover Clustering
5 1 (0.88%) logstash
5 1 (0.88%) Microsoft Clustering
Vendors
1 5 (4.42%) Databricks
1 5 (4.42%) ESRI
1 5 (4.42%) Google
1 5 (4.42%) Microsoft
2 4 (3.54%) Cloudera
2 4 (3.54%) Oracle
3 3 (2.65%) Atlassian
3 3 (2.65%) Okta
3 3 (2.65%) VMware
4 1 (0.88%) Alteryx
4 1 (0.88%) Informatica
4 1 (0.88%) Teradata