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 23 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 461 329 354
Rank change year-on-year -132 +25 -52
Permanent jobs citing Hadoop 505 1,030 1,760
As % of all permanent jobs advertised in the UK 0.50% 1.05% 1.07%
As % of the Database & Business Intelligence category 2.76% 4.87% 3.82%
Number of salaries quoted 152 412 653
10th Percentile £42,500 £51,250 £47,500
25th Percentile £46,250 £62,500 £56,250
Median annual salary (50th Percentile) £72,500 £75,000 £72,500
Median % change year-on-year -3.33% +3.45% -
75th Percentile £87,500 £97,500 £95,000
90th Percentile £100,000 £107,375 £110,000
UK excluding London median annual salary £57,500 £68,823 £62,500
% change year-on-year -16.45% +10.12% +3.31%

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 18,281 21,129 46,064
As % of all permanent jobs advertised in the UK 18.11% 21.45% 28.12%
Number of salaries quoted 12,536 13,165 21,039
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 £77,500 £82,500 £80,000
90th Percentile £97,500 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +10.53%

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 23 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 23 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 -4 379 £57,500 -16.45% 72
Scotland +90 260 £70,000 +0.80% 10
England -269 239 £72,500 -4.04% 101
London -171 120 £80,000 -0.37% 62
Work from Home -240 73 £80,000 +6.67% 50
South West -65 48 £80,000 +15.20% 5
South East -17 44 £45,000 -35.71% 30
North of England -42 20 £62,500 -5.91% 16
North West -23 18 £62,500 -10.71% 9
East of England -28 5 £71,250 -32.14% 2
Yorkshire +42 2 £76,250 +16.68% 1
Wales +6 1 £77,500 +47.62%
West Midlands -2 1 £72,500 +3.57% 5
Midlands -40 1 £72,500 +11.54% 6

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
1 421 (83.37%) Apache Spark
2 171 (33.86%) Apache
3 32 (6.34%) Apache Airflow
4 17 (3.37%) Jupyter
4 17 (3.37%) nginx
5 8 (1.58%) Apache Pig
6 2 (0.40%) Confluence
6 2 (0.40%) OpenStack
7 1 (0.20%) SAS
Applications
1 4 (0.79%) Microsoft Excel
1 4 (0.79%) Spreadsheet
2 2 (0.40%) Abaqus
3 1 (0.20%) Microsoft Office
Cloud Services
1 382 (75.64%) AWS
2 160 (31.68%) Azure
3 119 (23.56%) GCP
4 98 (19.41%) Serverless
5 95 (18.81%) Amazon EKS
6 85 (16.83%) AWS Lambda
7 72 (14.26%) Amazon SQS
8 58 (11.49%) Amazon EMR
9 52 (10.30%) Amazon EC2
10 51 (10.10%) Amazon ECS
10 51 (10.10%) Amazon S3
11 46 (9.11%) OpenShift
12 28 (5.54%) AWS CloudFormation
13 27 (5.35%) SaaS
14 20 (3.96%) Google Docs
14 20 (3.96%) Lucidchart
14 20 (3.96%) Miro
14 20 (3.96%) Slack
15 17 (3.37%) MinIO
16 16 (3.17%) Power Platform
Communications & Networking
1 29 (5.74%) AMQP
2 2 (0.40%) Ethernet
2 2 (0.40%) InfiniBand
3 1 (0.20%) Firewall
3 1 (0.20%) Intrusion Detection
3 1 (0.20%) Network Security
3 1 (0.20%) tcpdump
3 1 (0.20%) Wireshark
Database & Business Intelligence
1 329 (65.15%) Big Data
2 197 (39.01%) NoSQL
3 115 (22.77%) Apache Hive
4 74 (14.65%) HBase
5 51 (10.10%) Electronic Patient Records
6 49 (9.70%) Data Warehouse
7 42 (8.32%) Elasticsearch
7 42 (8.32%) MongoDB
7 42 (8.32%) PostgreSQL
8 41 (8.12%) Data Lake
9 30 (5.94%) Data Mining
10 29 (5.74%) Relational Database
11 28 (5.54%) Cloudera CDH
12 22 (4.36%) SQL Server
13 20 (3.96%) Flink
13 20 (3.96%) Impala
13 20 (3.96%) Redis
13 20 (3.96%) Scylla
14 19 (3.76%) BigQuery
15 17 (3.37%) Presto
Development Applications
1 85 (16.83%) Jenkins
2 69 (13.66%) Git
3 56 (11.09%) Bitbucket Server
4 17 (3.37%) Atlassian Bamboo
5 9 (1.78%) JUnit
5 9 (1.78%) SonarQube
6 8 (1.58%) CircleCI
6 8 (1.58%) Oracle Forms
7 7 (1.39%) Checkstyle
8 5 (0.99%) MLflow
9 2 (0.40%) Cucumber
9 2 (0.40%) GitLab
9 2 (0.40%) Team Foundation Server
10 1 (0.20%) Artifactory
10 1 (0.20%) ERwin
10 1 (0.20%) JIRA
General
1 268 (53.07%) Inclusion and Diversity
2 265 (52.48%) Finance
3 238 (47.13%) Law
4 217 (42.97%) Legal
5 67 (13.27%) Social Skills
6 50 (9.90%) Analytical Skills
7 34 (6.73%) Marketing
8 33 (6.53%) Banking
9 30 (5.94%) Aerospace
10 16 (3.17%) Retail
11 14 (2.77%) Presentation Skills
12 9 (1.78%) Games
13 8 (1.58%) Retail Banking
14 4 (0.79%) Influencing Skills
15 3 (0.59%) Electronics
15 3 (0.59%) Investment Banking
15 3 (0.59%) Telecoms
16 1 (0.20%) Financial Institution
Job Titles
1 287 (56.83%) Software Engineer
2 179 (35.45%) Big Data Engineer
3 160 (31.68%) Big Data Software Engineer
4 145 (28.71%) Data Engineer
5 142 (28.12%) AWS Engineer
6 139 (27.52%) AWS Software Engineer
7 101 (20.00%) Scala Engineer
7 101 (20.00%) Scala Software Engineer
8 84 (16.63%) Java Engineer
9 83 (16.44%) Java Software Engineer
10 72 (14.26%) Developer
11 63 (12.48%) Senior
12 56 (11.09%) Database Developer
12 56 (11.09%) Database Engineer
12 56 (11.09%) Developer/Software Engineer
13 55 (10.89%) DevOps Engineer
14 42 (8.32%) Python Engineer
15 38 (7.52%) AWS Developer
16 37 (7.33%) AWS Database Engineer
17 35 (6.93%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 128 (25.35%) Kafka
2 96 (19.01%) Spring
3 80 (15.84%) Spring Boot
4 68 (13.47%) Node.js
5 47 (9.31%) RabbitMQ
5 47 (9.31%) React
5 47 (9.31%) REST
6 30 (5.94%) AngularJS
7 29 (5.74%) gRPC
8 28 (5.54%) Material-UI
8 28 (5.54%) OpenAPI
8 28 (5.54%) Swagger
9 23 (4.55%) Apache NiFi
10 20 (3.96%) ActiveMQ
10 20 (3.96%) Apache Beam
10 20 (3.96%) GraphQL
11 19 (3.76%) Elastic Stack
12 17 (3.37%) PySpark
12 17 (3.37%) YAML
13 16 (3.17%) JPA
Miscellaneous
1 198 (39.21%) Algorithms
2 99 (19.60%) Cloud Native
3 43 (8.51%) Legacy Code
4 36 (7.13%) Data Structures
5 18 (3.56%) Hybrid Cloud
6 17 (3.37%) Public Cloud
7 14 (2.77%) Distributed Systems
7 14 (2.77%) Management Information System
8 10 (1.98%) Self-Motivation
9 9 (1.78%) Distributed Applications
9 9 (1.78%) Product Ownership
10 8 (1.58%) Greenfield Project
11 7 (1.39%) Client/Server
11 7 (1.39%) Legacy Systems
12 6 (1.19%) Onboarding
13 5 (0.99%) Blog
14 4 (0.79%) Distributed Computing
14 4 (0.79%) IoT
15 3 (0.59%) Analytical Mindset
16 2 (0.40%) Social Network
Operating Systems
1 73 (14.46%) Unix
2 56 (11.09%) Linux
3 31 (6.14%) Red Hat Enterprise Linux
4 30 (5.94%) CentOS
4 30 (5.94%) Debian
4 30 (5.94%) Ubuntu
5 2 (0.40%) Android
5 2 (0.40%) Apple iOS
5 2 (0.40%) SUSE
5 2 (0.40%) SUSE Linux Enterprise Server
6 1 (0.20%) Windows
Processes & Methodologies
1 326 (64.55%) Agile
2 319 (63.17%) Software Engineering
3 292 (57.82%) CI/CD
4 233 (46.14%) Risk Management
5 208 (41.19%) SDLC
6 196 (38.81%) Operational Stability
7 192 (38.02%) Visualisation
8 166 (32.87%) Machine Learning
9 160 (31.68%) Continuous Improvement
10 134 (26.53%) Artificial Intelligence
11 115 (22.77%) Microservices
12 107 (21.19%) Problem-Solving
13 105 (20.79%) Decision-Making
14 100 (19.80%) Open Source
15 98 (19.41%) Data Modelling
16 86 (17.03%) DevOps
17 76 (15.05%) Data Engineering
18 74 (14.65%) Analytics
18 74 (14.65%) Data Science
19 69 (13.66%) TDD
Programming Languages
1 371 (73.47%) Java
2 362 (71.68%) SQL
3 300 (59.41%) Python
4 176 (34.85%) Scala
5 56 (11.09%) PL/SQL
6 39 (7.72%) Bash
7 34 (6.73%) JavaScript
8 28 (5.54%) Go
9 23 (4.55%) R
10 21 (4.16%) Shell Script
11 6 (1.19%) C#
12 5 (0.99%) C++
13 4 (0.79%) C
14 2 (0.40%) Perl
15 1 (0.20%) Data Analysis Expressions
15 1 (0.20%) F#
15 1 (0.20%) JCL
15 1 (0.20%) TypeScript
Qualifications
1 94 (18.61%) Security Cleared
2 80 (15.84%) Degree
3 73 (14.46%) SC Cleared
4 56 (11.09%) DV Cleared
5 28 (5.54%) Computer Science Degree
6 18 (3.56%) Master's Degree
7 9 (1.78%) PhD
8 5 (0.99%) Azure Certification
9 4 (0.79%) Numerate Degree
10 3 (0.59%) Microsoft Certification
11 2 (0.40%) DBS Check
12 1 (0.20%) AWS Certification
12 1 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 21 (4.16%) Data Quality
2 16 (3.17%) SLA
3 13 (2.57%) QA
4 4 (0.79%) Solvency II
5 3 (0.59%) Accessibility
6 2 (0.40%) GDPR
7 1 (0.20%) NIST
System Software
1 93 (18.42%) HDFS
2 38 (7.52%) Docker
3 2 (0.40%) Apache Flume
3 2 (0.40%) IAG
3 2 (0.40%) Lustre
3 2 (0.40%) Slurm Workload Manager
Systems Management
1 113 (22.38%) Terraform
2 96 (19.01%) Kubernetes
3 52 (10.30%) Ansible
4 30 (5.94%) Puppet
5 17 (3.37%) Grafana
5 17 (3.37%) HAProxy
5 17 (3.37%) Prometheus
6 5 (0.99%) logstash
7 4 (0.79%) Podman
8 2 (0.40%) Kibana
8 2 (0.40%) Kubeflow
8 2 (0.40%) Kustomize
Vendors
1 102 (20.20%) Databricks
2 91 (18.02%) Cloudera
3 82 (16.24%) Google
4 63 (12.48%) Informatica
5 32 (6.34%) Microsoft
6 30 (5.94%) Red Hat
7 28 (5.54%) SaltStack
8 20 (3.96%) Dell
9 16 (3.17%) Oracle
10 15 (2.97%) Teradata
11 8 (1.58%) YouTube
12 4 (0.79%) IBM
12 4 (0.79%) Intel
12 4 (0.79%) Splunk
13 3 (0.59%) Facebook
14 2 (0.40%) Apple
14 2 (0.40%) Cognos
14 2 (0.40%) EMC
14 2 (0.40%) MicroStrategy
14 2 (0.40%) NetApp