Period
to 26 January 2022

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 January 2022 with a comparison to the same period in the previous 2 years.

Apache Hadoop
UK > Work from Home
6 months to
26 Jan 2022
Same period 2021 Same period 2020
Rank 307 252 186
Rank change year-on-year -55 -66 -21
Permanent jobs citing Hadoop 265 92 97
As % of all permanent jobs with a WFH option 0.90% 0.83% 1.34%
As % of the Database & Business Intelligence category 3.28% 2.83% 4.79%
Number of salaries quoted 173 87 91
10th Percentile £55,000 £47,500 £45,000
25th Percentile £60,625 £56,875 £47,500
Median annual salary (50th Percentile) £75,000 £67,500 £60,000
Median % change year-on-year +11.11% +12.50% -20.00%
75th Percentile £103,750 £81,250 £80,125
90th Percentile £112,000 £96,750 £95,000
UK median annual salary £72,500 £67,500 £70,000
% change year-on-year +7.41% -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 with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 8,088 3,253 2,023
As % of all permanent jobs with a WFH option 27.32% 29.35% 27.96%
Number of salaries quoted 5,832 2,946 1,752
10th Percentile £37,500 £33,750 £33,750
25th Percentile £45,000 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £53,000 £50,000
Median % change year-on-year +13.21% +6.00% -4.76%
75th Percentile £77,500 £70,000 £70,000
90th Percentile £92,500 £81,250 £85,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Hadoop
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Hadoop as a proportion of all IT jobs advertised.

Hadoop trend for jobs with a WFH option

Hadoop
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Hadoop.

Hadoop salary trend for jobs with a WFH option

Hadoop
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Hadoop over the 6 months to 26 January 2022.

Hadoop salary histogram for jobs with a WFH option

For the 6 months to 26 January 2022, Hadoop job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Hadoop.

1 147 (55.47%) SQL
2 143 (53.96%) AWS
3 142 (53.58%) Java
4 131 (49.43%) Python
5 128 (48.30%) Azure
6 118 (44.53%) Big Data
7 100 (37.74%) Apache Spark
8 89 (33.58%) Agile Software Development
9 88 (33.21%) GCP
10 87 (32.83%) Kafka
11 80 (30.19%) Microservices
12 76 (28.68%) Social Skills
13 75 (28.30%) Analytics
14 70 (26.42%) MongoDB
15 68 (25.66%) ETL
15 68 (25.66%) Business Intelligence
16 63 (23.77%) Scala
16 63 (23.77%) NoSQL
17 61 (23.02%) Software Engineering
18 60 (22.64%) Finance
18 60 (22.64%) Jenkins
19 58 (21.89%) Ansible
19 58 (21.89%) DevOps
19 58 (21.89%) Oracle
20 56 (21.13%) Data Modelling
21 52 (19.62%) Data Science
22 51 (19.25%) CI/CD
23 48 (18.11%) Spring
24 47 (17.74%) Public Cloud
25 45 (16.98%) Terraform

Hadoop
Co-occurring IT Skills with a WFH Option 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
1 100 (37.74%) Apache Spark
2 30 (11.32%) Elasticsearch
3 10 (3.77%) Apache
4 7 (2.64%) Confluence
5 5 (1.89%) Oracle SOA Suite
6 4 (1.51%) Apache Solr
6 4 (1.51%) SAS
6 4 (1.51%) Tomcat
7 3 (1.13%) Apache Pulsar
7 3 (1.13%) OpenStack
7 3 (1.13%) SharePoint
8 2 (0.75%) nginx
9 1 (0.38%) Apache Airflow
9 1 (0.38%) Apache Pig
Applications
1 5 (1.89%) InVision
2 2 (0.75%) Microsoft Office
3 1 (0.38%) Microsoft Excel
Business Applications
1 8 (3.02%) Oracle BPM
2 2 (0.75%) Unit4 Business World
Cloud Services
1 143 (53.96%) AWS
2 128 (48.30%) Azure
3 88 (33.21%) GCP
4 26 (9.81%) Power Platform
5 20 (7.55%) Serverless
6 19 (7.17%) Google Compute Engine
7 16 (6.04%) AWS CodeCommit
7 16 (6.04%) SaaS
8 15 (5.66%) Amazon EMR
8 15 (5.66%) Google Data Studio
9 11 (4.15%) AWS Lambda
9 11 (4.15%) OpenShift
10 9 (3.40%) Amazon EC2
11 8 (3.02%) Google App Engine
11 8 (3.02%) PaaS
12 6 (2.26%) Amazon Kinesis
12 6 (2.26%) Amazon S3
12 6 (2.26%) Azure Active Directory
12 6 (2.26%) GitHub
12 6 (2.26%) IaaS
Communications & Networking
1 5 (1.89%) HTTP
1 5 (1.89%) Kerberos
2 4 (1.51%) Broadband
2 4 (1.51%) NetScaler
2 4 (1.51%) SSL
3 3 (1.13%) DNS
3 3 (1.13%) VLAN
4 2 (0.75%) Firewall
5 1 (0.38%) LAN
5 1 (0.38%) WAN
Database & Business Intelligence
1 118 (44.53%) Big Data
2 70 (26.42%) MongoDB
3 63 (23.77%) NoSQL
4 42 (15.85%) Data Warehouse
4 42 (15.85%) Relational Database
5 41 (15.47%) PostgreSQL
6 39 (14.72%) Tableau
7 38 (14.34%) Apache Cassandra
8 34 (12.83%) MySQL
9 31 (11.70%) Amazon Redshift
9 31 (11.70%) Flink
10 30 (11.32%) SQL Server
11 27 (10.19%) Apache Hive
11 27 (10.19%) BigQuery
12 26 (9.81%) Power BI
13 22 (8.30%) Hazelcast
14 21 (7.92%) Data Lake
15 19 (7.17%) Pentaho
15 19 (7.17%) QlikView
16 18 (6.79%) Looker
Development Applications
1 60 (22.64%) Jenkins
2 25 (9.43%) JUnit
3 23 (8.68%) Atlassian Bamboo
4 13 (4.91%) Git (software)
5 11 (4.15%) GitLab
6 8 (3.02%) Maven
6 8 (3.02%) Vagrant
7 5 (1.89%) Balsamiq
7 5 (1.89%) Bitbucket
7 5 (1.89%) webpack
8 4 (1.51%) JIRA
8 4 (1.51%) JMeter
9 3 (1.13%) CircleCI
9 3 (1.13%) kappa
9 3 (1.13%) Octopus Deploy
9 3 (1.13%) Selenium
9 3 (1.13%) Sonatype Nexus
9 3 (1.13%) Spinnaker
9 3 (1.13%) TeamCity
9 3 (1.13%) WebDriver
General
1 76 (28.68%) Social Skills
2 60 (22.64%) Finance
3 42 (15.85%) Analytical Skills
4 35 (13.21%) Inclusion and Diversity
5 24 (9.06%) Banking
6 14 (5.28%) Presentation Skills
7 7 (2.64%) Advertising
8 6 (2.26%) Public Sector
8 6 (2.26%) Retail
9 5 (1.89%) Law
10 4 (1.51%) Police
10 4 (1.51%) Telecoms
11 3 (1.13%) Influencing Skills
11 3 (1.13%) Legal
12 2 (0.75%) Automotive
12 2 (0.75%) Games
13 1 (0.38%) Environmental Health
Job Titles
1 86 (32.45%) Developer
2 56 (21.13%) Java Developer
3 52 (19.62%) Data Engineer
4 39 (14.72%) Software Engineer
5 23 (8.68%) Architect
5 23 (8.68%) Senior Developer
6 22 (8.30%) Cloud Developer
7 21 (7.92%) Senior Java Developer
8 20 (7.55%) Data Architect
9 13 (4.91%) Cloud Engineer
10 12 (4.53%) Azure Engineer
11 10 (3.77%) Senior Data Engineer
12 9 (3.40%) Informatica Developer
12 9 (3.40%) Informatica ETL Developer
12 9 (3.40%) Lead Developer
12 9 (3.40%) Lead Java Developer
12 9 (3.40%) Machine Learning Engineer
12 9 (3.40%) Software Developer
12 9 (3.40%) SQL Developer
12 9 (3.40%) Tableau Developer
Libraries, Frameworks & Software Standards
1 87 (32.83%) Kafka
2 48 (18.11%) Spring
3 28 (10.57%) .NET
4 26 (9.81%) RESTful
5 24 (9.06%) REST
6 23 (8.68%) Hibernate
6 23 (8.68%) RabbitMQ
6 23 (8.68%) Spring Boot
7 22 (8.30%) Guava
7 22 (8.30%) JAX-RS
8 18 (6.79%) SQLAlchemy
9 14 (5.28%) JSON
10 13 (4.91%) Node.js
11 11 (4.15%) Spark Streaming
12 9 (3.40%) HTML
13 8 (3.02%) LDAP
13 8 (3.02%) OAuth
13 8 (3.02%) TensorFlow
14 7 (2.64%) Apache Thrift
15 6 (2.26%) React
Miscellaneous
1 47 (17.74%) Public Cloud
2 16 (6.04%) Algorithms
3 9 (3.40%) Management Information System
3 9 (3.40%) Self-Motivation
4 8 (3.02%) Data Structures
5 7 (2.64%) Private Cloud
5 7 (2.64%) Smart Meter
6 6 (2.26%) Greenfield Project
6 6 (2.26%) Virtual Team
7 5 (1.89%) Client/Server
7 5 (1.89%) Life Science
7 5 (1.89%) N-Tier
7 5 (1.89%) User Experience
8 4 (1.51%) Cloud Native
8 4 (1.51%) Cyber Defence
8 4 (1.51%) Cyberattack
8 4 (1.51%) Cybercrime
9 3 (1.13%) Data Centre
10 2 (0.75%) Enterprise Software
10 2 (0.75%) Social Network
Operating Systems
1 27 (10.19%) Linux
2 11 (4.15%) Windows
3 9 (3.40%) Unix
3 9 (3.40%) Windows Server
4 7 (2.64%) CentOS
Processes & Methodologies
1 89 (33.58%) Agile Software Development
2 80 (30.19%) Microservices
3 75 (28.30%) Analytics
4 68 (25.66%) Business Intelligence
4 68 (25.66%) ETL
5 61 (23.02%) Software Engineering
6 58 (21.89%) DevOps
7 56 (21.13%) Data Modelling
8 52 (19.62%) Data Science
9 51 (19.25%) CI/CD
10 42 (15.85%) Continuous Integration
11 38 (14.34%) Data Architecture
11 38 (14.34%) Data Pipeline
11 38 (14.34%) Scrum
12 35 (13.21%) Machine Learning
13 32 (12.08%) TDD
14 30 (11.32%) Mentoring
15 28 (10.57%) Open Source
16 27 (10.19%) BDD
16 27 (10.19%) Fintech
Programming Languages
1 147 (55.47%) SQL
2 142 (53.58%) Java
3 131 (49.43%) Python
4 63 (23.77%) Scala
5 37 (13.96%) C#
6 30 (11.32%) JavaScript
7 25 (9.43%) Groovy
8 19 (7.17%) R
9 11 (4.15%) Bash
10 8 (3.02%) Go
11 7 (2.64%) C++
11 7 (2.64%) PowerShell
12 6 (2.26%) Perl
12 6 (2.26%) PL/SQL
12 6 (2.26%) TypeScript
13 5 (1.89%) F#
13 5 (1.89%) Ruby
14 3 (1.13%) C
15 2 (0.75%) T-SQL
15 2 (0.75%) X++
Qualifications
1 27 (10.19%) Degree
2 12 (4.53%) SC Cleared
2 12 (4.53%) Security Cleared
3 10 (3.77%) Computer Science Degree
4 4 (1.51%) RHCE
5 2 (0.75%) Microsoft Certification
6 1 (0.38%) AWS Certification
6 1 (0.38%) BPSS Clearance
6 1 (0.38%) Master's Degree
6 1 (0.38%) MCDBA
6 1 (0.38%) MCSE
6 1 (0.38%) MCT
6 1 (0.38%) TOGAF Certification
Quality Assurance & Compliance
1 21 (7.92%) Data Quality
2 5 (1.89%) Actionable Recommendations
2 5 (1.89%) QA
3 4 (1.51%) PMO
4 1 (0.38%) GDPR
System Software
1 43 (16.23%) Docker
2 12 (4.53%) Apache ZooKeeper
3 8 (3.02%) VirtualBox
4 7 (2.64%) VMware Infrastructure
5 4 (1.51%) Active Directory
5 4 (1.51%) vSphere
5 4 (1.51%) XenApp
5 4 (1.51%) XenDesktop
6 3 (1.13%) Virtual Machines
7 2 (0.75%) HDFS
Systems Management
1 58 (21.89%) Ansible
2 45 (16.98%) Terraform
3 38 (14.34%) Kubernetes
4 20 (7.55%) Puppet
5 13 (4.91%) Hadoop YARN
5 13 (4.91%) Prometheus
6 11 (4.15%) Docker Swarm
6 11 (4.15%) Opscode Chef
7 8 (3.02%) Single Sign-On
8 5 (1.89%) Grafana
8 5 (1.89%) HAProxy
9 3 (1.13%) Graphite
9 3 (1.13%) Istio
9 3 (1.13%) Knative
9 3 (1.13%) Salt
10 2 (0.75%) Kibana
Vendors
1 58 (21.89%) Oracle
2 41 (15.47%) Microsoft
3 39 (14.72%) Google
4 29 (10.94%) Informatica
5 18 (6.79%) Teradata
6 15 (5.66%) Cloudera
7 12 (4.53%) Databricks
8 10 (3.77%) Splunk
8 10 (3.77%) Talend
9 8 (3.02%) Hortonworks
10 7 (2.64%) StreamSets
10 7 (2.64%) VMware
11 6 (2.26%) F5
11 6 (2.26%) IBM
11 6 (2.26%) Red Hat
12 5 (1.89%) Adobe
13 4 (1.51%) SaltStack
14 3 (1.13%) Dataiku
14 3 (1.13%) MapR
14 3 (1.13%) Salesforce.com