Apache Hadoop
UK

The following table provides summary statistics for permanent job vacancies 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 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 462 327 361
Rank change year-on-year -135 +34 -60
Permanent jobs citing Hadoop 510 1,074 1,637
As % of all permanent jobs advertised in the UK 0.52% 1.03% 1.05%
As % of the Database & Business Intelligence category 2.81% 4.85% 3.76%
Number of salaries quoted 145 423 699
10th Percentile £42,500 £51,250 £48,454
25th Percentile £52,500 £62,500 £56,250
Median annual salary (50th Percentile) £75,000 £75,000 £73,000
Median % change year-on-year - +2.74% +4.29%
75th Percentile £90,000 £97,500 £95,000
90th Percentile £106,500 £110,000 £110,000
UK excluding London median annual salary £65,000 £68,162 £62,125
% change year-on-year -4.64% +9.72% +3.54%

All Database and Business Intelligence Skills
UK

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 requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 18,159 22,148 43,588
As % of all permanent jobs advertised in the UK 18.41% 21.34% 27.85%
Number of salaries quoted 12,577 13,812 21,421
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,725 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £60,000
Median % change year-on-year -11.54% +8.33% +9.09%
75th Percentile £76,250 £83,750 £78,750
90th Percentile £95,000 £102,500 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +7.78%

Hadoop
Job Vacancy Trend

Job postings citing Hadoop as a proportion of all IT jobs advertised.

Job vacancy trend for Hadoop in the UK

Hadoop
Salary Trend

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

Salary trend for Hadoop in the UK

Hadoop
Salary Histogram

Salary distribution for jobs citing Hadoop over the 6 months to 3 May 2024.

Salary histogram for Hadoop in the UK

Hadoop
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the UK over the 6 months to 3 May 2024. 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
Jobs
UK excluding London -3 370 £65,000 -4.64% 39
Scotland +78 263 - - 5
England -280 241 £77,500 +2.58% 70
London -151 134 £80,000 -0.37% 37
Work from Home -223 81 £80,000 +6.67% 69
South West -72 48 £80,000 +15.20% 4
South East -36 29 £45,000 -35.71% 11
North of England -30 22 £62,500 -4.36% 10
North West -15 20 £62,500 -10.71% 6
East of England -20 6 £71,250 +29.55% 5
Yorkshire +39 2 £76,250 +16.68%
Wales +4 1 £77,500 +47.62% 2
West Midlands +4 1 £72,500 -7.05% 2
Midlands -21 1 £72,500 +11.54% 3

Hadoop
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 432 (84.71%) Apache Spark
2 170 (33.33%) Apache
3 32 (6.27%) Apache Airflow
4 17 (3.33%) Jupyter
4 17 (3.33%) nginx
5 9 (1.76%) Apache Pig
6 2 (0.39%) OpenStack
7 1 (0.20%) Confluence
7 1 (0.20%) SAS
Applications
1 5 (0.98%) Microsoft Excel
2 4 (0.78%) Spreadsheet
3 2 (0.39%) Abaqus
Cloud Services
1 384 (75.29%) AWS
2 158 (30.98%) Azure
3 132 (25.88%) GCP
4 98 (19.22%) Serverless
5 92 (18.04%) Amazon EKS
6 84 (16.47%) AWS Lambda
7 75 (14.71%) Amazon SQS
8 60 (11.76%) Amazon EMR
9 56 (10.98%) Amazon S3
10 52 (10.20%) Amazon EC2
11 51 (10.00%) Amazon ECS
12 44 (8.63%) OpenShift
13 31 (6.08%) SaaS
14 25 (4.90%) AWS CloudFormation
15 23 (4.51%) Google Docs
15 23 (4.51%) Lucidchart
15 23 (4.51%) Miro
15 23 (4.51%) Slack
16 18 (3.53%) Power Platform
17 17 (3.33%) MinIO
Communications & Networking
1 26 (5.10%) AMQP
2 2 (0.39%) Ethernet
2 2 (0.39%) InfiniBand
3 1 (0.20%) Firewall
3 1 (0.20%) Intrusion Detection
3 1 (0.20%) tcpdump
3 1 (0.20%) Wireshark
Database & Business Intelligence
1 330 (64.71%) Big Data
2 196 (38.43%) NoSQL
3 120 (23.53%) Apache Hive
4 75 (14.71%) HBase
5 56 (10.98%) Elasticsearch
6 55 (10.78%) Data Warehouse
7 51 (10.00%) Electronic Patient Records
8 47 (9.22%) Data Lake
9 39 (7.65%) Data Mining
10 30 (5.88%) MongoDB
11 28 (5.49%) PostgreSQL
11 28 (5.49%) Relational Database
12 26 (5.10%) Apache Ignite
13 25 (4.90%) Cloudera CDH
14 23 (4.51%) BigQuery
14 23 (4.51%) Redis
14 23 (4.51%) Scylla
15 22 (4.31%) Flink
16 21 (4.12%) Impala
16 21 (4.12%) SQL Server
Development Applications
1 84 (16.47%) Jenkins
2 69 (13.53%) Git
3 56 (10.98%) Bitbucket Server
4 17 (3.33%) Atlassian Bamboo
5 11 (2.16%) JUnit
6 10 (1.96%) SonarQube
7 8 (1.57%) Checkstyle
7 8 (1.57%) CircleCI
7 8 (1.57%) Oracle Forms
8 4 (0.78%) MLflow
9 2 (0.39%) Cucumber
9 2 (0.39%) GitLab
9 2 (0.39%) Team Foundation Server
10 1 (0.20%) Artifactory
10 1 (0.20%) ERwin
10 1 (0.20%) JIRA
General
1 271 (53.14%) Inclusion and Diversity
2 270 (52.94%) Finance
3 238 (46.67%) Law
4 217 (42.55%) Legal
5 69 (13.53%) Social Skills
6 60 (11.76%) Analytical Skills
7 35 (6.86%) Banking
8 34 (6.67%) Marketing
9 26 (5.10%) Aerospace
10 16 (3.14%) Presentation Skills
11 15 (2.94%) Retail
12 9 (1.76%) Games
13 8 (1.57%) Retail Banking
14 4 (0.78%) Influencing Skills
15 3 (0.59%) Documentation Skills
15 3 (0.59%) Electronics
15 3 (0.59%) Investment Banking
15 3 (0.59%) Telecoms
16 2 (0.39%) Financial Institution
Job Titles
1 287 (56.27%) Software Engineer
2 179 (35.10%) Big Data Engineer
3 160 (31.37%) Big Data Software Engineer
4 149 (29.22%) Data Engineer
5 142 (27.84%) AWS Engineer
6 139 (27.25%) AWS Software Engineer
7 101 (19.80%) Scala Engineer
7 101 (19.80%) Scala Software Engineer
8 84 (16.47%) Java Engineer
9 83 (16.27%) Java Software Engineer
10 73 (14.31%) Developer
11 72 (14.12%) Senior
12 56 (10.98%) Database Developer
12 56 (10.98%) Database Engineer
12 56 (10.98%) Developer/Software Engineer
13 44 (8.63%) Python Engineer
14 41 (8.04%) DevOps Engineer
15 38 (7.45%) AWS Developer
16 37 (7.25%) AWS Database Engineer
16 37 (7.25%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 129 (25.29%) Kafka
2 94 (18.43%) Spring
3 78 (15.29%) Spring Boot
4 53 (10.39%) Node.js
5 44 (8.63%) RabbitMQ
5 44 (8.63%) React
6 43 (8.43%) REST
7 28 (5.49%) AngularJS
8 26 (5.10%) gRPC
9 25 (4.90%) Material-UI
9 25 (4.90%) OpenAPI
9 25 (4.90%) Swagger
10 24 (4.71%) Apache NiFi
11 23 (4.51%) GraphQL
12 21 (4.12%) Apache Beam
13 20 (3.92%) ActiveMQ
13 20 (3.92%) Elastic Stack
14 19 (3.73%) PySpark
15 17 (3.33%) YAML
16 16 (3.14%) JPA
Miscellaneous
1 201 (39.41%) Algorithms
2 98 (19.22%) Cloud Native
3 43 (8.43%) Legacy Code
4 42 (8.24%) Data Structures
5 19 (3.73%) Distributed Systems
6 17 (3.33%) Hybrid Cloud
6 17 (3.33%) Public Cloud
7 14 (2.75%) Management Information System
8 11 (2.16%) Self-Motivation
9 9 (1.76%) Distributed Applications
9 9 (1.76%) Product Ownership
10 8 (1.57%) Client/Server
10 8 (1.57%) Greenfield Project
10 8 (1.57%) Onboarding
11 7 (1.37%) Legacy Systems
12 5 (0.98%) Blog
13 4 (0.78%) Distributed Computing
13 4 (0.78%) IoT
14 3 (0.59%) Analytical Mindset
15 2 (0.39%) Social Network
Operating Systems
1 72 (14.12%) Unix
2 51 (10.00%) Linux
3 27 (5.29%) Red Hat Enterprise Linux
4 26 (5.10%) CentOS
4 26 (5.10%) Debian
4 26 (5.10%) Ubuntu
5 2 (0.39%) Android
5 2 (0.39%) Apple iOS
5 2 (0.39%) SUSE
5 2 (0.39%) SUSE Linux Enterprise Server
6 1 (0.20%) Windows
Processes & Methodologies
1 337 (66.08%) Agile
2 323 (63.33%) Software Engineering
3 293 (57.45%) CI/CD
4 233 (45.69%) Risk Management
5 212 (41.57%) SDLC
6 199 (39.02%) Visualisation
7 196 (38.43%) Operational Stability
8 172 (33.73%) Machine Learning
9 161 (31.57%) Continuous Improvement
10 134 (26.27%) Artificial Intelligence
11 113 (22.16%) Problem-Solving
12 112 (21.96%) Microservices
13 106 (20.78%) Data Modelling
13 106 (20.78%) Decision-Making
14 95 (18.63%) Open Source
15 80 (15.69%) Data Engineering
16 78 (15.29%) Data Science
17 76 (14.90%) Analytics
18 73 (14.31%) DevOps
19 68 (13.33%) TDD
Programming Languages
1 362 (70.98%) Java
2 357 (70.00%) SQL
3 293 (57.45%) Python
4 185 (36.27%) Scala
5 56 (10.98%) PL/SQL
6 43 (8.43%) Bash
7 32 (6.27%) Go
8 29 (5.69%) JavaScript
9 25 (4.90%) R
10 20 (3.92%) Shell Script
11 7 (1.37%) C#
12 6 (1.18%) C++
13 4 (0.78%) C
14 2 (0.39%) F#
14 2 (0.39%) Perl
15 1 (0.20%) Data Analysis Expressions
15 1 (0.20%) JCL
15 1 (0.20%) TypeScript
Qualifications
1 88 (17.25%) Degree
2 78 (15.29%) Security Cleared
3 57 (11.18%) SC Cleared
4 53 (10.39%) DV Cleared
5 26 (5.10%) Computer Science Degree
6 17 (3.33%) Master's Degree
7 9 (1.76%) PhD
8 5 (0.98%) Azure Certification
9 4 (0.78%) Numerate Degree
10 3 (0.59%) Microsoft Certification
11 2 (0.39%) DBS Check
12 1 (0.20%) AWS Certification
12 1 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 23 (4.51%) Data Quality
2 17 (3.33%) QA
3 16 (3.14%) SLA
4 4 (0.78%) Solvency II
5 2 (0.39%) Accessibility
5 2 (0.39%) GDPR
6 1 (0.20%) NIST
System Software
1 94 (18.43%) HDFS
2 40 (7.84%) Docker
3 3 (0.59%) Apache Flume
4 2 (0.39%) IAG
4 2 (0.39%) Lustre
4 2 (0.39%) Slurm Workload Manager
Systems Management
1 110 (21.57%) Terraform
2 97 (19.02%) Kubernetes
3 47 (9.22%) Ansible
4 27 (5.29%) Puppet
5 17 (3.33%) Grafana
5 17 (3.33%) HAProxy
5 17 (3.33%) Prometheus
6 5 (0.98%) logstash
7 4 (0.78%) Podman
8 2 (0.39%) Kibana
8 2 (0.39%) Kubeflow
9 1 (0.20%) Kustomize
9 1 (0.20%) Rancher
Vendors
1 104 (20.39%) Databricks
2 96 (18.82%) Google
3 91 (17.84%) Cloudera
4 63 (12.35%) Informatica
5 41 (8.04%) Microsoft
6 27 (5.29%) Red Hat
7 25 (4.90%) SaltStack
8 24 (4.71%) Dell
9 15 (2.94%) Oracle
9 15 (2.94%) Teradata
10 8 (1.57%) YouTube
11 4 (0.78%) IBM
11 4 (0.78%) Intel
11 4 (0.78%) Splunk
12 3 (0.59%) Facebook
13 2 (0.39%) Apple
13 2 (0.39%) Cognos
13 2 (0.39%) EMC
13 2 (0.39%) MicroStrategy
13 2 (0.39%) NetApp