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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 462 331 360
Rank change year-on-year -131 +29 -62
Permanent jobs citing Hadoop 506 1,033 1,712
As % of all permanent jobs advertised in the UK 0.51% 1.04% 1.07%
As % of the Database & Business Intelligence category 2.77% 4.84% 3.80%
Number of salaries quoted 148 411 661
10th Percentile £42,500 £51,250 £47,500
25th Percentile £47,500 £62,500 £56,250
Median annual salary (50th Percentile) £73,750 £75,000 £72,500
Median % change year-on-year -1.67% +3.45% -
75th Percentile £87,500 £97,500 £95,000
90th Percentile £101,500 £106,250 £110,000
UK excluding London median annual salary £62,500 £68,823 £62,500
% change year-on-year -9.19% +10.12% +4.17%

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 18,257 21,342 45,094
As % of all permanent jobs advertised in the UK 18.27% 21.52% 28.06%
Number of salaries quoted 12,529 13,306 21,042
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 £80,000
90th Percentile £96,539 £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 18 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 18 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 -23 377 £62,500 -9.19% 60
Scotland +88 262 - - 8
England -279 238 £75,000 -0.73% 97
London -169 123 £80,000 -0.37% 57
Work from Home -232 77 £80,000 +6.67% 36
South West -75 48 £80,000 +15.20% 6
South East -28 40 £45,000 -35.71% 15
North of England -30 20 £62,500 -4.36% 15
North West -19 18 £62,500 -10.71% 6
East of England -32 5 £71,250 -32.14% 4
Yorkshire +43 2 £76,250 +16.68% 3
Wales +4 1 £77,500 +47.62% 1
West Midlands +1 1 £72,500 +3.57% 6
Midlands -41 1 £72,500 +11.54% 7

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
1 426 (84.19%) Apache Spark
2 169 (33.40%) Apache
3 32 (6.32%) Apache Airflow
4 17 (3.36%) Jupyter
4 17 (3.36%) nginx
5 9 (1.78%) Apache Pig
6 2 (0.40%) 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 (0.40%) Abaqus
Cloud Services
1 384 (75.89%) AWS
2 159 (31.42%) Azure
3 123 (24.31%) GCP
4 98 (19.37%) Serverless
5 94 (18.58%) Amazon EKS
6 84 (16.60%) AWS Lambda
7 75 (14.82%) Amazon SQS
8 58 (11.46%) Amazon EMR
9 54 (10.67%) Amazon S3
10 52 (10.28%) Amazon EC2
11 51 (10.08%) Amazon ECS
12 45 (8.89%) OpenShift
13 30 (5.93%) SaaS
14 27 (5.34%) AWS CloudFormation
15 23 (4.55%) Google Docs
15 23 (4.55%) Lucidchart
15 23 (4.55%) Miro
15 23 (4.55%) Slack
16 17 (3.36%) MinIO
17 16 (3.16%) Power Platform
Communications & Networking
1 28 (5.53%) 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%) tcpdump
3 1 (0.20%) Wireshark
Database & Business Intelligence
1 331 (65.42%) Big Data
2 196 (38.74%) NoSQL
3 118 (23.32%) Apache Hive
4 74 (14.62%) HBase
5 51 (10.08%) Electronic Patient Records
6 48 (9.49%) Data Warehouse
6 48 (9.49%) Elasticsearch
7 42 (8.30%) Data Lake
8 38 (7.51%) MongoDB
8 38 (7.51%) PostgreSQL
9 33 (6.52%) Data Mining
10 29 (5.73%) Relational Database
11 27 (5.34%) Cloudera CDH
12 23 (4.55%) Redis
12 23 (4.55%) Scylla
13 22 (4.35%) SQL Server
14 21 (4.15%) Impala
15 20 (3.95%) Apache Ignite
15 20 (3.95%) Flink
16 19 (3.75%) BigQuery
Development Applications
1 84 (16.60%) Jenkins
2 69 (13.64%) Git
3 56 (11.07%) Bitbucket Server
4 17 (3.36%) Atlassian Bamboo
5 10 (1.98%) JUnit
5 10 (1.98%) SonarQube
6 8 (1.58%) Checkstyle
6 8 (1.58%) CircleCI
6 8 (1.58%) Oracle Forms
7 4 (0.79%) MLflow
8 2 (0.40%) Cucumber
8 2 (0.40%) GitLab
8 2 (0.40%) Team Foundation Server
9 1 (0.20%) Artifactory
9 1 (0.20%) ERwin
9 1 (0.20%) JIRA
General
1 270 (53.36%) Inclusion and Diversity
2 266 (52.57%) Finance
3 238 (47.04%) Law
4 217 (42.89%) Legal
5 69 (13.64%) Social Skills
6 54 (10.67%) Analytical Skills
7 34 (6.72%) Banking
7 34 (6.72%) Marketing
8 29 (5.73%) Aerospace
9 16 (3.16%) Retail
10 14 (2.77%) Presentation Skills
11 9 (1.78%) Games
12 8 (1.58%) Retail Banking
13 4 (0.79%) Influencing Skills
14 3 (0.59%) Electronics
14 3 (0.59%) Investment Banking
14 3 (0.59%) Telecoms
15 1 (0.20%) Financial Institution
Job Titles
1 288 (56.92%) Software Engineer
2 179 (35.38%) Big Data Engineer
3 160 (31.62%) Big Data Software Engineer
4 144 (28.46%) Data Engineer
5 142 (28.06%) AWS Engineer
6 139 (27.47%) AWS Software Engineer
7 101 (19.96%) Scala Engineer
7 101 (19.96%) Scala Software Engineer
8 84 (16.60%) Java Engineer
9 83 (16.40%) Java Software Engineer
10 73 (14.43%) Developer
11 65 (12.85%) Senior
12 56 (11.07%) Database Developer
12 56 (11.07%) Database Engineer
12 56 (11.07%) Developer/Software Engineer
13 51 (10.08%) DevOps Engineer
14 42 (8.30%) Python Engineer
15 38 (7.51%) AWS Developer
16 37 (7.31%) AWS Database Engineer
17 34 (6.72%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 130 (25.69%) Kafka
2 96 (18.97%) Spring
3 80 (15.81%) Spring Boot
4 62 (12.25%) Node.js
5 46 (9.09%) RabbitMQ
6 45 (8.89%) React
6 45 (8.89%) REST
7 29 (5.73%) AngularJS
8 28 (5.53%) gRPC
9 27 (5.34%) Material-UI
9 27 (5.34%) OpenAPI
9 27 (5.34%) Swagger
10 23 (4.55%) Apache NiFi
10 23 (4.55%) GraphQL
11 21 (4.15%) Apache Beam
12 20 (3.95%) ActiveMQ
13 19 (3.75%) Elastic Stack
14 18 (3.56%) PySpark
15 17 (3.36%) YAML
16 16 (3.16%) JPA
Miscellaneous
1 201 (39.72%) Algorithms
2 98 (19.37%) Cloud Native
3 43 (8.50%) Legacy Code
4 39 (7.71%) Data Structures
5 18 (3.56%) Hybrid Cloud
6 17 (3.36%) Public Cloud
7 15 (2.96%) Distributed Systems
8 14 (2.77%) Management Information System
9 11 (2.17%) Self-Motivation
10 10 (1.98%) Product Ownership
11 9 (1.78%) Distributed Applications
12 8 (1.58%) Client/Server
12 8 (1.58%) Greenfield Project
13 7 (1.38%) Legacy Systems
14 6 (1.19%) Onboarding
15 5 (0.99%) Blog
16 4 (0.79%) Distributed Computing
16 4 (0.79%) IoT
17 3 (0.59%) Analytical Mindset
18 2 (0.40%) Social Network
Operating Systems
1 72 (14.23%) Unix
2 53 (10.47%) Linux
3 30 (5.93%) Red Hat Enterprise Linux
4 29 (5.73%) CentOS
4 29 (5.73%) Debian
4 29 (5.73%) 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
1 330 (65.22%) Agile
2 320 (63.24%) Software Engineering
3 293 (57.91%) CI/CD
4 233 (46.05%) Risk Management
5 209 (41.30%) SDLC
6 196 (38.74%) Operational Stability
7 193 (38.14%) Visualisation
8 165 (32.61%) Machine Learning
9 160 (31.62%) Continuous Improvement
10 134 (26.48%) Artificial Intelligence
11 114 (22.53%) Microservices
12 111 (21.94%) Problem-Solving
13 103 (20.36%) Decision-Making
14 100 (19.76%) Open Source
15 98 (19.37%) Data Modelling
16 82 (16.21%) DevOps
17 76 (15.02%) Data Science
18 75 (14.82%) Data Engineering
19 72 (14.23%) Analytics
20 69 (13.64%) TDD
Programming Languages
1 369 (72.92%) Java
2 357 (70.55%) SQL
3 296 (58.50%) Python
4 179 (35.38%) Scala
5 56 (11.07%) PL/SQL
6 42 (8.30%) Bash
7 31 (6.13%) Go
7 31 (6.13%) JavaScript
8 23 (4.55%) R
9 20 (3.95%) Shell Script
10 6 (1.19%) C#
10 6 (1.19%) C++
11 4 (0.79%) C
12 2 (0.40%) Perl
13 1 (0.20%) Data Analysis Expressions
13 1 (0.20%) F#
13 1 (0.20%) JCL
13 1 (0.20%) TypeScript
Qualifications
1 89 (17.59%) Security Cleared
2 81 (16.01%) Degree
3 68 (13.44%) SC Cleared
4 55 (10.87%) DV Cleared
5 25 (4.94%) Computer Science Degree
6 17 (3.36%) 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 19 (3.75%) Data Quality
2 16 (3.16%) SLA
3 14 (2.77%) QA
4 4 (0.79%) Solvency II
5 2 (0.40%) Accessibility
5 2 (0.40%) GDPR
6 1 (0.20%) NIST
System Software
1 94 (18.58%) HDFS
2 38 (7.51%) Docker
3 3 (0.59%) Apache Flume
4 2 (0.40%) IAG
4 2 (0.40%) Lustre
4 2 (0.40%) Slurm Workload Manager
Systems Management
1 112 (22.13%) Terraform
2 98 (19.37%) Kubernetes
3 50 (9.88%) Ansible
4 29 (5.73%) Puppet
5 17 (3.36%) Grafana
5 17 (3.36%) HAProxy
5 17 (3.36%) 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 (20.16%) Databricks
2 91 (17.98%) Cloudera
3 87 (17.19%) Google
4 63 (12.45%) Informatica
5 34 (6.72%) Microsoft
6 29 (5.73%) Red Hat
7 27 (5.34%) SaltStack
8 23 (4.55%) Dell
9 16 (3.16%) Oracle
10 15 (2.96%) Teradata
11 8 (1.58%) YouTube
12 4 (0.79%) IBM
12 4 (0.79%) Intel
13 3 (0.59%) Facebook
13 3 (0.59%) Splunk
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