Period
to 1 December 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 1 December 2021 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South East
6 months to
1 Dec 2021
Same period 2020 Same period 2019
Rank 308 247 337
Rank change year-on-year -61 +90 -85
Permanent jobs citing Hadoop 139 57 167
As % of all permanent jobs advertised in the South East 0.75% 0.64% 0.68%
As % of the Database & Business Intelligence category 3.02% 2.28% 2.68%
Number of salaries quoted 71 45 128
10th Percentile £46,250 £32,500 £35,525
25th Percentile £56,250 £37,500 £45,625
Median annual salary (50th Percentile) £70,000 £55,000 £57,000
Median % change year-on-year +27.27% -3.51% -10.24%
75th Percentile £100,000 £75,000 £65,000
90th Percentile £117,500 £85,000 £80,000
England median annual salary £77,500 £70,000 £70,000
% change year-on-year +10.71% - -

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 4,606 2,500 6,230
As % of all permanent IT jobs advertised in the South East 25.02% 28.10% 25.43%
Number of salaries quoted 3,149 2,172 5,372
10th Percentile £32,500 £32,500 £31,000
25th Percentile £41,250 £40,000 £36,750
Median annual salary (50th Percentile) £52,500 £50,000 £47,500
Median % change year-on-year +5.00% +5.26% -
75th Percentile £67,500 £63,750 £61,250
90th Percentile £77,750 £73,750 £71,250
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 1 December 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 1 December 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 -48 88 £72,500 +81.25% 3
Thames Valley -90 32 £67,500 +12.50% 7
Berkshire -59 24 £67,500 +12.50% 5
Surrey -57 10 £55,000 -15.38%
Oxfordshire -27 4 £61,250 +11.36% 1
Buckinghamshire -47 4 £67,500 -3.57% 1
West Sussex -4 3 - -
East Sussex -30 3 - -
Kent - 3 £52,500 - 1
Hadoop
England

For the 6 months to 1 December 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.

1 113 (81.29%) Apache Spark
2 92 (66.19%) Big Data
3 86 (61.87%) Kafka
4 84 (60.43%) DevOps
5 82 (58.99%) Java
6 76 (54.68%) Jenkins
7 68 (48.92%) Ansible
8 67 (48.20%) Microservices
9 63 (45.32%) Continuous Integration
9 63 (45.32%) Spring
10 60 (43.17%) Finance
10 60 (43.17%) AWS
11 57 (41.01%) Relational Database
11 57 (41.01%) Spring Boot
12 56 (40.29%) HBase
12 56 (40.29%) RabbitMQ
12 56 (40.29%) Linux
13 54 (38.85%) Python
13 54 (38.85%) Degree
13 54 (38.85%) Terraform
14 53 (38.13%) Software Engineering
15 52 (37.41%) Agile Software Development
16 49 (35.25%) Inclusion and Diversity
17 47 (33.81%) Analytics
18 46 (33.09%) Computer Science
19 45 (32.37%) REST
20 44 (31.65%) Unix
21 43 (30.94%) Law
22 42 (30.22%) Banking
22 42 (30.22%) Digital Banking

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
1 113 (81.29%) Apache Spark
2 36 (25.90%) Cloud Foundry
3 22 (15.83%) Apache
4 5 (3.60%) GemFire
5 4 (2.88%) Elasticsearch
5 4 (2.88%) Oracle SOA Suite
6 1 (0.72%) ArcGIS
6 1 (0.72%) Confluence
6 1 (0.72%) GeoServer
6 1 (0.72%) nginx
Applications
1 5 (3.60%) InVision
2 1 (0.72%) Microsoft Excel
2 1 (0.72%) Spreadsheet
Business Applications
1 1 (0.72%) SAP S/4HANA
Cloud Services
1 60 (43.17%) AWS
2 39 (28.06%) Azure
3 36 (25.90%) Amazon EC2
4 35 (25.18%) Amazon Kinesis
5 16 (11.51%) Power Platform
6 9 (6.47%) Azure Cosmos DB
6 9 (6.47%) Azure Functions
6 9 (6.47%) PaaS
6 9 (6.47%) Serverless
7 8 (5.76%) GitHub
8 7 (5.04%) Azure Data Factory
8 7 (5.04%) GCP
9 6 (4.32%) Amazon ELB
9 6 (4.32%) Amazon EMR
9 6 (4.32%) Amazon S3
9 6 (4.32%) Azure Synapse Analytics
10 5 (3.60%) npm
10 5 (3.60%) Yarn
11 2 (1.44%) Azure Active Directory
11 2 (1.44%) SaaS
Communications & Networking
1 4 (2.88%) Kerberos
1 4 (2.88%) SSL
Database & Business Intelligence
1 92 (66.19%) Big Data
2 57 (41.01%) Relational Database
3 56 (40.29%) HBase
4 38 (27.34%) MariaDB
5 32 (23.02%) Amazon DynamoDB
6 31 (22.30%) Apache Hive
7 23 (16.55%) NoSQL
8 22 (15.83%) Data Warehouse
9 18 (12.95%) SQL Server
10 16 (11.51%) Power BI
11 15 (10.79%) SQL Server Integration Services
12 12 (8.63%) Data Lake
13 10 (7.19%) SQL Server Reporting Services
14 9 (6.47%) Apache Cassandra
14 9 (6.47%) Azure SQL Database
15 8 (5.76%) Tableau
16 7 (5.04%) HDInsight
17 6 (4.32%) Amazon Redshift
18 5 (3.60%) MySQL
18 5 (3.60%) OLTP
Development Applications
1 76 (54.68%) Jenkins
2 19 (13.67%) Git (software)
3 6 (4.32%) RStudio
4 5 (3.60%) Appium
4 5 (3.60%) Balsamiq
4 5 (3.60%) Cucumber
4 5 (3.60%) Cypress.io
4 5 (3.60%) Eclipse
4 5 (3.60%) Gradle
4 5 (3.60%) IntelliJ
4 5 (3.60%) JUnit
4 5 (3.60%) Protractor
4 5 (3.60%) SonarQube
4 5 (3.60%) Sonatype Nexus
4 5 (3.60%) Storybook
4 5 (3.60%) webpack
5 3 (2.16%) JIRA
6 2 (1.44%) Atlassian Bamboo
6 2 (1.44%) SpecFlow
7 1 (0.72%) GitLab
General
1 60 (43.17%) Finance
2 49 (35.25%) Inclusion and Diversity
3 43 (30.94%) Law
4 42 (30.22%) Banking
5 35 (25.18%) Presentation Skills
6 30 (21.58%) Social Skills
7 13 (9.35%) Analytical Skills
8 4 (2.88%) Police
9 3 (2.16%) Legal
10 2 (1.44%) Aerospace
10 2 (1.44%) Financial Institution
11 1 (0.72%) Czech Language
11 1 (0.72%) Manufacturing
11 1 (0.72%) Public Sector
11 1 (0.72%) Retail
11 1 (0.72%) Spanish Language
11 1 (0.72%) Telecoms
Job Titles
1 35 (25.18%) Developer
2 28 (20.14%) Data Engineer
2 28 (20.14%) Software Engineer
3 21 (15.11%) Java Developer
3 21 (15.11%) Principal Engineer
3 21 (15.11%) Principal Software Engineer
3 21 (15.11%) Senior Software Engineer
4 15 (10.79%) Architect
5 13 (9.35%) Principal Developer
5 13 (9.35%) Principal Java Developer
5 13 (9.35%) Senior Data Engineer
5 13 (9.35%) Software Developer
6 10 (7.19%) Applications Architect
6 10 (7.19%) Lead Developer
6 10 (7.19%) Principal Architect
7 9 (6.47%) DevOps Engineer
8 8 (5.76%) Data Manager
9 7 (5.04%) Senior DevOps
9 7 (5.04%) Senior DevOps Engineer
10 6 (4.32%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 86 (61.87%) Kafka
2 63 (45.32%) Spring
3 57 (41.01%) Spring Boot
4 56 (40.29%) RabbitMQ
5 45 (32.37%) REST
6 32 (23.02%) Web Services
7 31 (22.30%) Drools
7 31 (22.30%) Lambda Expressions
7 31 (22.30%) Middleware
8 18 (12.95%) JSON
9 12 (8.63%) Node.js
10 11 (7.91%) React
11 10 (7.19%) CSS
11 10 (7.19%) Redux
12 7 (5.04%) RESTful
13 6 (4.32%) AngularJS
13 6 (4.32%) Java EE
13 6 (4.32%) Play Framework
14 5 (3.60%) Express
14 5 (3.60%) HTML
Miscellaneous
1 31 (22.30%) User Experience
2 14 (10.07%) Self-Motivation
3 11 (7.91%) Linux Command Line
4 6 (4.32%) Life Science
5 5 (3.60%) Client/Server
5 5 (3.60%) Management Information System
5 5 (3.60%) N-Tier
5 5 (3.60%) Virtual Team
6 3 (2.16%) Algorithms
6 3 (2.16%) Cloud Native
7 2 (1.44%) Cybercrime
7 2 (1.44%) Hedge funds
8 1 (0.72%) CUDA
8 1 (0.72%) Cyberthreat
8 1 (0.72%) Public Cloud
8 1 (0.72%) Renewable Energy
Operating Systems
1 56 (40.29%) Linux
2 44 (31.65%) Unix
3 4 (2.88%) Windows
3 4 (2.88%) Windows Server
4 2 (1.44%) VMS
5 1 (0.72%) CoreOS
Processes & Methodologies
1 84 (60.43%) DevOps
2 67 (48.20%) Microservices
3 63 (45.32%) Continuous Integration
4 53 (38.13%) Software Engineering
5 52 (37.41%) Agile Software Development
6 47 (33.81%) Analytics
7 46 (33.09%) Computer Science
8 42 (30.22%) Digital Banking
9 35 (25.18%) Technical Leadership
10 32 (23.02%) Fintech
10 32 (23.02%) Full Stack Development
11 30 (21.58%) Scaled Agile Framework
12 28 (20.14%) Business Intelligence
12 28 (20.14%) Mentoring
13 26 (18.71%) Business Continuity
13 26 (18.71%) Data Pipeline
14 22 (15.83%) Data Engineering
15 21 (15.11%) Data Science
16 20 (14.39%) Data Modelling
17 19 (13.67%) Migration
Programming Languages
1 82 (58.99%) Java
2 54 (38.85%) Python
3 39 (28.06%) SQL
4 18 (12.95%) R
5 12 (8.63%) C#
6 11 (7.91%) Scala
6 11 (7.91%) Shell Script
7 7 (5.04%) Groovy
7 7 (5.04%) JavaScript
8 6 (4.32%) TypeScript
9 5 (3.60%) Bash Shell
10 4 (2.88%) C
10 4 (2.88%) Perl
10 4 (2.88%) PowerShell
11 3 (2.16%) Julia
12 2 (1.44%) F#
13 1 (0.72%) C++
13 1 (0.72%) Java 8
13 1 (0.72%) U-SQL
13 1 (0.72%) VBA
Qualifications
1 54 (38.85%) Degree
2 16 (11.51%) Computer Science Degree
3 12 (8.63%) Security Cleared
4 5 (3.60%) SC Cleared
5 4 (2.88%) DV Cleared
6 2 (1.44%) PhD
7 1 (0.72%) BPSS Clearance
7 1 (0.72%) Numerate Degree
Quality Assurance & Compliance
1 10 (7.19%) Data Quality
2 4 (2.88%) PMO
3 2 (1.44%) GDPR
3 2 (1.44%) QA
3 2 (1.44%) SLA
System Software
1 26 (18.71%) Docker
2 12 (8.63%) HDFS
3 7 (5.04%) VMware Infrastructure
4 5 (3.60%) Apache ZooKeeper
5 2 (1.44%) Active Directory
5 2 (1.44%) Virtual Machines
Systems Management
1 68 (48.92%) Ansible
2 54 (38.85%) Terraform
3 22 (15.83%) Kubernetes
4 9 (6.47%) Puppet
5 6 (4.32%) Opscode Chef
6 5 (3.60%) Hadoop YARN
7 1 (0.72%) HAProxy
7 1 (0.72%) Host Intrusion Detection System
7 1 (0.72%) Network Intrusion Detection System
Vendors
1 13 (9.35%) Databricks
2 9 (6.47%) Microsoft
3 7 (5.04%) StreamSets
3 7 (5.04%) VMware
4 6 (4.32%) Oracle
5 5 (3.60%) Adobe
5 5 (3.60%) Okta
5 5 (3.60%) Splunk
6 2 (1.44%) Atlassian
7 1 (0.72%) Dynatrace
7 1 (0.72%) Google
7 1 (0.72%) Hortonworks
7 1 (0.72%) SAP
7 1 (0.72%) Sybase
7 1 (0.72%) Teradata