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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 484 389 361
Rank change year-on-year -95 -28 -60
Permanent jobs citing Hadoop 488 809 1,818
As % of all permanent jobs advertised in the UK 0.46% 0.85% 1.08%
As % of the Database & Business Intelligence category 2.65% 3.99% 3.80%
Number of salaries quoted 152 417 649
10th Percentile - £52,500 £48,750
25th Percentile £42,500 £62,500 £56,250
Median annual salary (50th Percentile) £70,576 £75,554 £72,500
Median % change year-on-year -6.59% +4.21% -
75th Percentile £87,500 £97,500 £95,000
90th Percentile £100,000 £105,000 £110,000
UK excluding London median annual salary £56,250 £69,447 £62,500
% change year-on-year -19.00% +11.12% +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 18,423 20,288 47,891
As % of all permanent jobs advertised in the UK 17.50% 21.40% 28.32%
Number of salaries quoted 12,549 12,963 20,973
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 £102,500 £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 2 June 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 2 June 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 +89 365 £56,250 -19.00% 47
Scotland +86 244 £70,000 +0.80% 7
England -234 238 £72,500 -4.04% 89
London -166 117 £80,000 -0.37% 50
Work from Home -147 65 £80,000 +6.67% 61
South East -1 47 £45,000 -35.71% 15
South West -57 47 £80,000 +15.20% 4
North of England +2 20 £62,500 -9.19% 9
North West -17 18 £62,500 -15.57% 5
East of England -3 5 £71,250 -32.14% 5
Yorkshire +35 2 £76,250 +13.66% 2
Wales +5 1 £77,500 +47.62%
West Midlands -15 1 £72,500 +3.57% 7
Midlands -23 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
1 400 (81.97%) Apache Spark
2 166 (34.02%) Apache
3 29 (5.94%) Apache Airflow
4 16 (3.28%) Jupyter
4 16 (3.28%) nginx
5 7 (1.43%) Apache Pig
6 2 (0.41%) Confluence
6 2 (0.41%) OpenStack
6 2 (0.41%) SAS
Applications
1 4 (0.82%) Microsoft Excel
1 4 (0.82%) Spreadsheet
2 2 (0.41%) Abaqus
3 1 (0.20%) Microsoft Office
Cloud Services
1 368 (75.41%) AWS
2 162 (33.20%) Azure
3 114 (23.36%) GCP
4 96 (19.67%) Serverless
5 92 (18.85%) Amazon EKS
6 84 (17.21%) AWS Lambda
7 64 (13.11%) Amazon SQS
8 56 (11.48%) Amazon EMR
9 50 (10.25%) Amazon EC2
10 49 (10.04%) Amazon ECS
11 47 (9.63%) OpenShift
12 44 (9.02%) Amazon S3
13 29 (5.94%) AWS CloudFormation
14 21 (4.30%) SaaS
15 16 (3.28%) MinIO
16 15 (3.07%) Power Platform
17 14 (2.87%) Google Docs
17 14 (2.87%) Lucidchart
17 14 (2.87%) Miro
17 14 (2.87%) Slack
Communications & Networking
1 30 (6.15%) AMQP
2 3 (0.61%) Network Security
3 2 (0.41%) Ethernet
3 2 (0.41%) InfiniBand
4 1 (0.20%) Firewall
4 1 (0.20%) Intrusion Detection
4 1 (0.20%) tcpdump
4 1 (0.20%) Wireshark
Database & Business Intelligence
1 314 (64.34%) Big Data
2 190 (38.93%) NoSQL
3 106 (21.72%) Apache Hive
4 71 (14.55%) HBase
5 49 (10.04%) Data Warehouse
5 49 (10.04%) Electronic Patient Records
6 46 (9.43%) MongoDB
7 45 (9.22%) PostgreSQL
8 40 (8.20%) Data Lake
9 36 (7.38%) Elasticsearch
10 30 (6.15%) Data Mining
10 30 (6.15%) Relational Database
11 29 (5.94%) Cloudera CDH
12 22 (4.51%) SQL Server
13 19 (3.89%) BigQuery
13 19 (3.89%) Flink
14 18 (3.69%) Impala
15 17 (3.48%) Apache Ignite
15 17 (3.48%) Tableau
16 16 (3.28%) Presto
Development Applications
1 81 (16.60%) Jenkins
2 66 (13.52%) Git
3 54 (11.07%) Bitbucket Server
4 16 (3.28%) Atlassian Bamboo
5 8 (1.64%) JUnit
5 8 (1.64%) Oracle Forms
5 8 (1.64%) SonarQube
6 7 (1.43%) CircleCI
7 6 (1.23%) Checkstyle
8 5 (1.02%) MLflow
9 2 (0.41%) Cucumber
9 2 (0.41%) GitLab
9 2 (0.41%) Team Foundation Server
10 1 (0.20%) Artifactory
10 1 (0.20%) ERwin
10 1 (0.20%) JIRA
General
1 252 (51.64%) Finance
1 252 (51.64%) Inclusion and Diversity
2 227 (46.52%) Law
3 207 (42.42%) Legal
4 62 (12.70%) Social Skills
5 49 (10.04%) Analytical Skills
6 33 (6.76%) Marketing
7 32 (6.56%) Banking
8 31 (6.35%) Aerospace
9 17 (3.48%) Retail
10 15 (3.07%) Presentation Skills
11 7 (1.43%) Games
11 7 (1.43%) Retail Banking
12 4 (0.82%) Influencing Skills
12 4 (0.82%) Investment Banking
13 3 (0.61%) Electronics
13 3 (0.61%) Telecoms
14 1 (0.20%) Financial Institution
Job Titles
1 272 (55.74%) Software Engineer
2 170 (34.84%) Big Data Engineer
3 152 (31.15%) Big Data Software Engineer
4 139 (28.48%) Data Engineer
5 138 (28.28%) AWS Engineer
6 135 (27.66%) AWS Software Engineer
7 97 (19.88%) Scala Engineer
7 97 (19.88%) Scala Software Engineer
8 80 (16.39%) Java Engineer
9 79 (16.19%) Java Software Engineer
10 69 (14.14%) Developer
11 62 (12.70%) Senior
12 57 (11.68%) DevOps Engineer
13 54 (11.07%) Database Developer
13 54 (11.07%) Database Engineer
13 54 (11.07%) Developer/Software Engineer
14 38 (7.79%) AWS Developer
15 37 (7.58%) AWS Database Engineer
15 37 (7.58%) Python Engineer
16 33 (6.76%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 123 (25.20%) Kafka
2 92 (18.85%) Spring
3 78 (15.98%) Spring Boot
4 72 (14.75%) Node.js
5 47 (9.63%) RabbitMQ
6 46 (9.43%) React
6 46 (9.43%) REST
7 31 (6.35%) AngularJS
8 30 (6.15%) gRPC
9 29 (5.94%) Material-UI
9 29 (5.94%) OpenAPI
9 29 (5.94%) Swagger
10 22 (4.51%) Apache NiFi
11 19 (3.89%) ActiveMQ
12 18 (3.69%) Apache Beam
12 18 (3.69%) Elastic Stack
13 16 (3.28%) PySpark
13 16 (3.28%) YAML
14 14 (2.87%) GraphQL
14 14 (2.87%) JPA
Miscellaneous
1 185 (37.91%) Algorithms
2 96 (19.67%) Cloud Native
3 41 (8.40%) Legacy Code
4 30 (6.15%) Data Structures
5 17 (3.48%) Hybrid Cloud
6 15 (3.07%) Public Cloud
7 13 (2.66%) Distributed Systems
8 12 (2.46%) Management Information System
9 9 (1.84%) Self-Motivation
10 8 (1.64%) Distributed Applications
10 8 (1.64%) Product Ownership
11 7 (1.43%) Greenfield Project
12 6 (1.23%) Client/Server
12 6 (1.23%) Onboarding
13 5 (1.02%) Blog
13 5 (1.02%) Legacy Systems
14 4 (0.82%) Distributed Computing
14 4 (0.82%) IoT
15 3 (0.61%) Analytical Mindset
16 2 (0.41%) Data Fabric
Operating Systems
1 69 (14.14%) Unix
2 58 (11.89%) Linux
3 32 (6.56%) Red Hat Enterprise Linux
4 31 (6.35%) CentOS
4 31 (6.35%) Debian
4 31 (6.35%) Ubuntu
5 2 (0.41%) Android
5 2 (0.41%) Apple iOS
5 2 (0.41%) SUSE
5 2 (0.41%) SUSE Linux Enterprise Server
6 1 (0.20%) Windows
Processes & Methodologies
1 313 (64.14%) Agile
2 304 (62.30%) Software Engineering
3 278 (56.97%) CI/CD
4 221 (45.29%) Risk Management
5 196 (40.16%) SDLC
6 188 (38.52%) Visualisation
7 186 (38.11%) Operational Stability
8 160 (32.79%) Machine Learning
9 153 (31.35%) Continuous Improvement
10 130 (26.64%) Artificial Intelligence
11 113 (23.16%) Microservices
12 99 (20.29%) Decision-Making
12 99 (20.29%) Problem-Solving
13 98 (20.08%) Open Source
14 96 (19.67%) Data Modelling
15 86 (17.62%) DevOps
16 74 (15.16%) Analytics
17 73 (14.96%) Data Engineering
18 68 (13.93%) Data Science
19 67 (13.73%) TDD
Programming Languages
1 357 (73.16%) Java
2 352 (72.13%) SQL
3 290 (59.43%) Python
4 162 (33.20%) Scala
5 54 (11.07%) PL/SQL
6 37 (7.58%) JavaScript
7 32 (6.56%) Bash
8 23 (4.71%) R
9 22 (4.51%) Go
10 20 (4.10%) Shell Script
11 6 (1.23%) C#
12 5 (1.02%) C++
13 4 (0.82%) C
14 2 (0.41%) 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 96 (19.67%) Security Cleared
2 83 (17.01%) Degree
3 77 (15.78%) SC Cleared
4 56 (11.48%) DV Cleared
5 30 (6.15%) Computer Science Degree
6 19 (3.89%) Master's Degree
7 10 (2.05%) PhD
8 5 (1.02%) Azure Certification
9 4 (0.82%) Numerate Degree
10 3 (0.61%) Microsoft Certification
11 2 (0.41%) DBS Check
12 1 (0.20%) AWS Certification
12 1 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 22 (4.51%) Data Quality
2 14 (2.87%) SLA
3 12 (2.46%) QA
4 4 (0.82%) Solvency II
5 3 (0.61%) Accessibility
6 2 (0.41%) GDPR
7 1 (0.20%) NIST
System Software
1 88 (18.03%) HDFS
2 38 (7.79%) Docker
3 2 (0.41%) IAG
3 2 (0.41%) Lustre
3 2 (0.41%) Slurm Workload Manager
4 1 (0.20%) Apache Flume
Systems Management
1 109 (22.34%) Terraform
2 89 (18.24%) Kubernetes
3 52 (10.66%) Ansible
4 31 (6.35%) Puppet
5 16 (3.28%) Grafana
5 16 (3.28%) HAProxy
5 16 (3.28%) Prometheus
6 5 (1.02%) logstash
7 4 (0.82%) Podman
8 2 (0.41%) Kibana
8 2 (0.41%) Kubeflow
8 2 (0.41%) Kustomize
Vendors
1 95 (19.47%) Databricks
2 86 (17.62%) Cloudera
3 77 (15.78%) Google
4 62 (12.70%) Informatica
5 33 (6.76%) Microsoft
6 31 (6.35%) Red Hat
7 29 (5.94%) SaltStack
8 16 (3.28%) Oracle
9 15 (3.07%) Teradata
10 14 (2.87%) Dell
11 6 (1.23%) Splunk
11 6 (1.23%) YouTube
12 4 (0.82%) IBM
12 4 (0.82%) Intel
13 3 (0.61%) Facebook
14 2 (0.41%) Apple
14 2 (0.41%) Cognos
14 2 (0.41%) EMC
14 2 (0.41%) MicroStrategy
14 2 (0.41%) NetApp