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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 464 326 356
Rank change year-on-year -138 +30 -55
Permanent jobs citing Hadoop 507 1,058 1,636
As % of all permanent jobs advertised in the UK 0.51% 1.04% 1.04%
As % of the Database & Business Intelligence category 2.79% 4.89% 3.73%
Number of salaries quoted 146 421 665
10th Percentile £42,500 £51,250 £47,500
25th Percentile £51,250 £61,250 £56,250
Median annual salary (50th Percentile) £75,000 £75,000 £72,500
Median % change year-on-year - +3.45% -
75th Percentile £88,750 £97,500 £95,000
90th Percentile £105,000 £107,500 £110,000
UK excluding London median annual salary £62,500 £68,823 £61,750
% change year-on-year -9.19% +11.45% +1.23%

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 18,170 21,615 43,836
As % of all permanent jobs advertised in the UK 18.33% 21.33% 27.94%
Number of salaries quoted 12,550 13,499 21,044
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 £79,313
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% +8.25%

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 9 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 9 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 -12 375 £62,500 -9.19% 36
Scotland +83 263 - - 4
England -270 238 £75,000 - 65
London -166 126 £80,000 -0.37% 34
Work from Home -241 79 £80,000 +6.67% 69
South West -73 48 £80,000 +15.20% 4
South East -36 36 £45,000 -35.71% 8
North of England -28 21 £62,500 -4.36% 9
North West -9 19 £62,500 -10.71% 4
East of England -17 5 £71,250 +29.55% 3
Yorkshire +50 2 £76,250 +16.68% 3
Wales +1 1 £77,500 +47.62% 2
West Midlands -1 1 £72,500 -0.68% 4
Midlands -44 1 £72,500 +11.54% 5

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
1 428 (84.42%) Apache Spark
2 168 (33.14%) Apache
3 32 (6.31%) Apache Airflow
4 17 (3.35%) Jupyter
4 17 (3.35%) nginx
5 9 (1.78%) Apache Pig
6 2 (0.39%) OpenStack
7 1 (0.20%) Confluence
7 1 (0.20%) SAS
Applications
1 4 (0.79%) Microsoft Excel
1 4 (0.79%) Spreadsheet
2 2 (0.39%) Abaqus
Cloud Services
1 384 (75.74%) AWS
2 159 (31.36%) Azure
3 126 (24.85%) GCP
4 97 (19.13%) Serverless
5 93 (18.34%) Amazon EKS
6 83 (16.37%) AWS Lambda
7 75 (14.79%) Amazon SQS
8 58 (11.44%) Amazon EMR
9 54 (10.65%) Amazon S3
10 52 (10.26%) Amazon EC2
11 51 (10.06%) Amazon ECS
12 45 (8.88%) OpenShift
13 31 (6.11%) SaaS
14 26 (5.13%) AWS CloudFormation
15 23 (4.54%) Google Docs
15 23 (4.54%) Lucidchart
15 23 (4.54%) Miro
15 23 (4.54%) Slack
16 17 (3.35%) MinIO
17 16 (3.16%) Power Platform
Communications & Networking
1 27 (5.33%) 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 (65.09%) Big Data
2 196 (38.66%) NoSQL
3 118 (23.27%) Apache Hive
4 75 (14.79%) HBase
5 53 (10.45%) Elasticsearch
6 51 (10.06%) Data Warehouse
6 51 (10.06%) Electronic Patient Records
7 44 (8.68%) Data Lake
8 36 (7.10%) Data Mining
9 35 (6.90%) MongoDB
10 33 (6.51%) PostgreSQL
11 27 (5.33%) Relational Database
12 26 (5.13%) Cloudera CDH
13 23 (4.54%) Apache Ignite
13 23 (4.54%) Redis
13 23 (4.54%) Scylla
14 22 (4.34%) Flink
15 21 (4.14%) Impala
15 21 (4.14%) SQL Server
16 20 (3.94%) BigQuery
Development Applications
1 84 (16.57%) Jenkins
2 69 (13.61%) Git
3 56 (11.05%) Bitbucket Server
4 17 (3.35%) Atlassian Bamboo
5 11 (2.17%) JUnit
6 10 (1.97%) SonarQube
7 8 (1.58%) Checkstyle
7 8 (1.58%) CircleCI
7 8 (1.58%) Oracle Forms
8 4 (0.79%) 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 (53.45%) Inclusion and Diversity
2 267 (52.66%) Finance
3 238 (46.94%) Law
4 217 (42.80%) Legal
5 69 (13.61%) Social Skills
6 57 (11.24%) Analytical Skills
7 34 (6.71%) Marketing
8 33 (6.51%) Banking
9 28 (5.52%) Aerospace
10 15 (2.96%) Retail
11 14 (2.76%) 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%) Documentation Skills
16 1 (0.20%) Financial Institution
Job Titles
1 288 (56.80%) Software Engineer
2 179 (35.31%) Big Data Engineer
3 160 (31.56%) Big Data Software Engineer
4 145 (28.60%) Data Engineer
5 142 (28.01%) AWS Engineer
6 139 (27.42%) AWS Software Engineer
7 101 (19.92%) Scala Engineer
7 101 (19.92%) Scala Software Engineer
8 84 (16.57%) Java Engineer
9 83 (16.37%) Java Software Engineer
10 73 (14.40%) Developer
11 68 (13.41%) Senior
12 56 (11.05%) Database Developer
12 56 (11.05%) Database Engineer
12 56 (11.05%) Developer/Software Engineer
13 47 (9.27%) DevOps Engineer
14 43 (8.48%) Python Engineer
15 38 (7.50%) AWS Developer
16 37 (7.30%) AWS Database Engineer
17 35 (6.90%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 132 (26.04%) Kafka
2 95 (18.74%) Spring
3 79 (15.58%) Spring Boot
4 57 (11.24%) Node.js
5 45 (8.88%) RabbitMQ
5 45 (8.88%) React
6 44 (8.68%) REST
7 29 (5.72%) AngularJS
8 27 (5.33%) gRPC
9 26 (5.13%) Material-UI
9 26 (5.13%) OpenAPI
9 26 (5.13%) Swagger
10 24 (4.73%) Apache NiFi
11 23 (4.54%) GraphQL
12 21 (4.14%) Apache Beam
13 20 (3.94%) ActiveMQ
13 20 (3.94%) Elastic Stack
14 18 (3.55%) PySpark
15 17 (3.35%) YAML
16 16 (3.16%) JPA
Miscellaneous
1 201 (39.64%) Algorithms
2 99 (19.53%) Cloud Native
3 43 (8.48%) Legacy Code
4 40 (7.89%) Data Structures
5 17 (3.35%) Distributed Systems
5 17 (3.35%) Hybrid Cloud
5 17 (3.35%) Public Cloud
6 14 (2.76%) Management Information System
7 11 (2.17%) Self-Motivation
8 10 (1.97%) Product Ownership
9 9 (1.78%) Distributed Applications
10 8 (1.58%) Client/Server
10 8 (1.58%) Greenfield Project
11 7 (1.38%) Legacy Systems
12 6 (1.18%) 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 (0.39%) Mobile App
Operating Systems
1 72 (14.20%) Unix
2 53 (10.45%) Linux
3 29 (5.72%) Red Hat Enterprise Linux
4 28 (5.52%) CentOS
4 28 (5.52%) Debian
4 28 (5.52%) 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
1 333 (65.68%) Agile
2 321 (63.31%) Software Engineering
3 293 (57.79%) CI/CD
4 233 (45.96%) Risk Management
5 210 (41.42%) SDLC
6 196 (38.66%) Operational Stability
6 196 (38.66%) Visualisation
7 169 (33.33%) Machine Learning
8 161 (31.76%) Continuous Improvement
9 134 (26.43%) Artificial Intelligence
10 113 (22.29%) Microservices
11 112 (22.09%) Problem-Solving
12 103 (20.32%) Decision-Making
13 101 (19.92%) Data Modelling
14 97 (19.13%) Open Source
15 78 (15.38%) DevOps
16 77 (15.19%) Data Science
17 76 (14.99%) Data Engineering
18 72 (14.20%) Analytics
19 69 (13.61%) TDD
Programming Languages
1 366 (72.19%) Java
2 357 (70.41%) SQL
3 295 (58.19%) Python
4 182 (35.90%) Scala
5 56 (11.05%) PL/SQL
6 43 (8.48%) Bash
7 32 (6.31%) Go
8 31 (6.11%) JavaScript
9 24 (4.73%) R
10 20 (3.94%) Shell Script
11 7 (1.38%) C#
12 6 (1.18%) C++
13 4 (0.79%) 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 84 (16.57%) Degree
1 84 (16.57%) Security Cleared
2 63 (12.43%) SC Cleared
3 54 (10.65%) DV Cleared
4 25 (4.93%) Computer Science Degree
5 17 (3.35%) Master's Degree
6 9 (1.78%) PhD
7 5 (0.99%) Azure Certification
8 4 (0.79%) Numerate Degree
9 3 (0.59%) Microsoft Certification
10 2 (0.39%) DBS Check
11 1 (0.20%) AWS Certification
11 1 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 20 (3.94%) Data Quality
2 16 (3.16%) QA
2 16 (3.16%) SLA
3 4 (0.79%) Solvency II
4 2 (0.39%) Accessibility
4 2 (0.39%) GDPR
5 1 (0.20%) NIST
System Software
1 94 (18.54%) HDFS
2 40 (7.89%) 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
1 111 (21.89%) Terraform
2 99 (19.53%) Kubernetes
3 49 (9.66%) Ansible
4 28 (5.52%) Puppet
5 17 (3.35%) Grafana
5 17 (3.35%) HAProxy
5 17 (3.35%) Prometheus
6 5 (0.99%) logstash
7 4 (0.79%) Podman
8 2 (0.39%) Kibana
8 2 (0.39%) Kubeflow
8 2 (0.39%) Kustomize
9 1 (0.20%) Rancher
Vendors
1 103 (20.32%) Databricks
2 91 (17.95%) Cloudera
2 91 (17.95%) Google
3 63 (12.43%) Informatica
4 37 (7.30%) Microsoft
5 28 (5.52%) Red Hat
6 26 (5.13%) SaltStack
7 24 (4.73%) Dell
8 15 (2.96%) Oracle
8 15 (2.96%) Teradata
9 8 (1.58%) YouTube
10 4 (0.79%) IBM
10 4 (0.79%) Intel
10 4 (0.79%) Splunk
11 3 (0.59%) Facebook
12 2 (0.39%) Apple
12 2 (0.39%) Cognos
12 2 (0.39%) EMC
12 2 (0.39%) MicroStrategy
12 2 (0.39%) NetApp