Distributed Systems Job Trends in England

Distributed Systems
UK > England

The table below looks at the prevalence of the term Distributed Systems in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Distributed Systems over the 6 months leading up to 27 July 2026, comparing them to the same period in the previous two years.

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 250 356 379
Rank change year-on-year +106 +23 +11
Permanent jobs citing Distributed Systems 718 341 498
As % of all permanent jobs in England 0.80% 0.78% 0.65%
As % of the Miscellaneous category 3.12% 1.87% 1.95%
Number of salaries quoted 438 196 290
10th Percentile £54,625 £63,065 £48,250
25th Percentile £66,563 £71,875 £62,500
Median annual salary (50th Percentile) £85,000 £90,000 £82,500
Median % change year-on-year -5.56% +9.09% -5.71%
75th Percentile £100,000 £115,000 £115,000
90th Percentile £123,250 £136,250 £145,250
UK median annual salary £85,000 £90,000 £80,000
% change year-on-year -5.56% +12.50% -8.57%

All Generic Skills
England

Distributed Systems falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in England.

Permanent vacancies with a requirement for generic IT skills 23,002 18,242 25,538
As % of all permanent jobs advertised in England 25.60% 41.89% 33.16%
Number of salaries quoted 15,167 9,221 16,282
10th Percentile £31,250 £29,000 £30,000
25th Percentile £41,250 £37,500 £40,400
Median annual salary (50th Percentile) £59,527 £57,194 £56,252
Median % change year-on-year +4.08% +1.67% -13.46%
75th Percentile £80,000 £80,000 £78,750
90th Percentile £100,000 £107,500 £102,500
UK median annual salary £58,500 £57,000 £55,000
% change year-on-year +2.63% +3.64% -14.06%

Distributed Systems
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Distributed Systems relative to all permanent IT jobs advertised in England.

Distributed Systems job vacancy trend in England

Distributed Systems
Salary Trend in England

Salary distribution trend for jobs in England citing Distributed Systems.

Salary distribution trend for jobs in England citing Distributed Systems

Distributed Systems
Salary Histogram in England

Salary distribution for jobs citing Distributed Systems in England over the 6 months to 27 July 2026.

Salary histogram for Distributed Systems in England

Distributed Systems
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Distributed Systems within the England region over the 6 months to 27 July 2026. 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
London +67 429 £95,000 -13.64% 397
North of England +27 122 £75,000 -3.85% 60
North West +46 85 £82,500 -2.94% 36
South East +10 83 £63,500 -15.33% 68
Midlands -20 30 £80,000 +6.67% 18
South West -35 30 £85,000 -12.82% 19
West Midlands -16 20 £85,000 +17.24% 13
Yorkshire -37 19 £75,000 -3.23% 9
North East -38 18 £60,000 -34.92% 15
East of England +2 17 £76,250 - 11
East Midlands -26 10 £76,000 -1.94% 5
Distributed Systems
UK

Distributed Systems
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 16 (2.23%) Apache Spark
2 7 (0.97%) Apache
3 5 (0.70%) Apache Pig
3 5 (0.70%) Camunda
3 5 (0.70%) OpenStack
4 4 (0.56%) Apache Airflow
4 4 (0.56%) Confluence
4 4 (0.56%) JBoss
5 3 (0.42%) Adobe Experience Manager
5 3 (0.42%) IIS
6 2 (0.28%) Apache Pulsar
6 2 (0.28%) Jupyter
6 2 (0.28%) nginx
6 2 (0.28%) SharePoint
7 1 (0.14%) CMS
7 1 (0.14%) Ethereum
7 1 (0.14%) GeoServer
7 1 (0.14%) Red Hat Fuse
7 1 (0.14%) Solana
7 1 (0.14%) Umbraco
Applications
1 6 (0.84%) Chatbot
2 2 (0.28%) Lightworks
Business Applications
1 1 (0.14%) Oracle EBS
Cloud Services
1 396 (55.15%) AWS
2 226 (31.48%) Azure
3 159 (22.14%) GCP
4 77 (10.72%) Serverless
5 50 (6.96%) AWS CloudFormation
6 47 (6.55%) SaaS
7 43 (5.99%) Amazon ECS
8 39 (5.43%) GitHub
9 37 (5.15%) Amazon S3
9 37 (5.15%) Azure DevOps
10 36 (5.01%) AWS Lambda
11 35 (4.87%) Amazon EKS
12 24 (3.34%) Amazon EC2
12 24 (3.34%) Amazon SQS
13 20 (2.79%) Amazon CloudWatch
13 20 (2.79%) Datadog
13 20 (2.79%) GitHub Actions
14 18 (2.51%) Azure Service Bus
15 16 (2.23%) Amazon EventBridge
16 15 (2.09%) Anthropic Claude
Communications & Networking
1 81 (11.28%) Broadband
2 15 (2.09%) HTTP
3 10 (1.39%) TCP/IP
4 6 (0.84%) Internet
5 5 (0.70%) DNS
5 5 (0.70%) Firewall
6 4 (0.56%) MQTT
7 3 (0.42%) DHCP
8 2 (0.28%) AMQP
8 2 (0.28%) VoIP
9 1 (0.14%) Asterisk PBX
9 1 (0.14%) FTP
9 1 (0.14%) Kerberos
9 1 (0.14%) LTE
9 1 (0.14%) Network Security
9 1 (0.14%) SCTP
9 1 (0.14%) SMS
9 1 (0.14%) Unified Communications
9 1 (0.14%) VPN
9 1 (0.14%) WAN
Database & Business Intelligence
1 81 (11.28%) PostgreSQL
2 75 (10.45%) NoSQL
3 57 (7.94%) MongoDB
4 31 (4.32%) Relational Database
5 27 (3.76%) Elasticsearch
6 26 (3.62%) MySQL
6 26 (3.62%) SQL Server
7 23 (3.20%) DynamoDB
8 22 (3.06%) Redis
9 20 (2.79%) Amazon RDS
10 12 (1.67%) BigQuery
11 11 (1.53%) Hadoop
12 10 (1.39%) RDBMS
13 9 (1.25%) Big Data
13 9 (1.25%) Metadata
14 6 (0.84%) Apache Hive
15 5 (0.70%) Data Lake
15 5 (0.70%) Data Warehouse
15 5 (0.70%) Flink
15 5 (0.70%) MariaDB
Development Applications
1 68 (9.47%) Git
2 56 (7.80%) GitLab
3 47 (6.55%) Jenkins
4 37 (5.15%) Cucumber
5 23 (3.20%) JUnit
6 19 (2.65%) JMeter
7 16 (2.23%) JIRA
8 12 (1.67%) LoadRunner
9 11 (1.53%) Claude Code
9 11 (1.53%) Gatling
10 10 (1.39%) Mockito
11 8 (1.11%) Spock
12 6 (0.84%) Selenium
13 5 (0.70%) SonarQube
14 4 (0.56%) Artifactory
14 4 (0.56%) Bitbucket
15 3 (0.42%) MLflow
15 3 (0.42%) Visual Studio
15 3 (0.42%) WinDbg
16 2 (0.28%) Jaeger
General
1 162 (22.56%) Finance
2 133 (18.52%) Social Skills
3 47 (6.55%) Analytical Skills
4 44 (6.13%) Inclusion and Diversity
5 42 (5.85%) Banking
6 29 (4.04%) Games
7 27 (3.76%) Law
7 27 (3.76%) Public Sector
7 27 (3.76%) Retail
8 26 (3.62%) Financial Institution
9 18 (2.51%) Front Office
10 16 (2.23%) Back Office
11 12 (1.67%) Advertising
12 9 (1.25%) Polish Language
13 8 (1.11%) Marketing
14 7 (0.97%) Electronics
14 7 (0.97%) Manufacturing
15 6 (0.84%) Influencing Skills
15 6 (0.84%) Investment Banking
15 6 (0.84%) Telecoms
Job Titles
1 180 (25.07%) Senior
2 161 (22.42%) Developer
3 140 (19.50%) Software Engineer
4 85 (11.84%) Lead
5 76 (10.58%) Principal Engineer
6 68 (9.47%) Java Engineer
7 58 (8.08%) Architect
8 53 (7.38%) Senior Developer
9 41 (5.71%) Senior Software Engineer
10 40 (5.57%) Backend Developer
10 40 (5.57%) Python Developer
11 38 (5.29%) Python Engineer
12 31 (4.32%) Artificial Intelligence Engineer
13 30 (4.18%) Scala Engineer
14 28 (3.90%) Full-Stack Engineer
15 26 (3.62%) Java Developer
16 24 (3.34%) Principal Java Engineer
17 20 (2.79%) Data Engineer
18 19 (2.65%) Full-Stack Developer
18 19 (2.65%) Senior Backend Developer
Libraries, Frameworks & Software Standards
1 114 (15.88%) .NET
2 110 (15.32%) Kafka
3 103 (14.35%) Spring
4 92 (12.81%) React
5 90 (12.53%) REST
6 87 (12.12%) Spring Boot
7 72 (10.03%) RESTful
8 53 (7.38%) Node.js
9 47 (6.55%) gRPC
10 36 (5.01%) RabbitMQ
11 34 (4.74%) AngularJS
12 23 (3.20%) OAuth
13 22 (3.06%) JSON
13 22 (3.06%) OAuth2
14 21 (2.92%) ASP.NET
15 20 (2.79%) LangChain
16 19 (2.65%) Django
16 19 (2.65%) FastAPI
17 17 (2.37%) Web Services
18 16 (2.23%) Hibernate
Miscellaneous
1 233 (32.45%) Cloud Native
2 71 (9.89%) Video\Live Streaming
3 48 (6.69%) Algorithms
4 45 (6.27%) Over-the-Top Content
5 43 (5.99%) Data Structures
6 35 (4.87%) AI Agents
7 34 (4.74%) Public Cloud
8 28 (3.90%) Enterprise Software
8 28 (3.90%) Low-Code
9 27 (3.76%) e-Learning
10 23 (3.20%) Onboarding
11 17 (2.37%) Distributed Architecture
12 16 (2.23%) Product Ownership
13 15 (2.09%) Equities
13 15 (2.09%) Life Science
14 13 (1.81%) Client/Server
14 13 (1.81%) Foreign Exchange (FX)
14 13 (1.81%) Greenfield Project
14 13 (1.81%) Legacy Systems
15 12 (1.67%) Private Cloud
Operating Systems
1 68 (9.47%) Linux
2 14 (1.95%) Windows
3 8 (1.11%) Unix
4 3 (0.42%) Embedded Linux
4 3 (0.42%) Windows Server
5 2 (0.28%) Debian
5 2 (0.28%) VMS
Processes & Methodologies
1 430 (59.89%) CI/CD
2 364 (50.70%) Software Engineering
3 325 (45.26%) Microservices
4 250 (34.82%) AI
5 211 (29.39%) Observability
6 208 (28.97%) Agile
7 204 (28.41%) DevOps
7 204 (28.41%) Infrastructure as Code
8 178 (24.79%) Problem-Solving
9 173 (24.09%) Event-Driven
10 171 (23.82%) Containerisation
11 163 (22.70%) Test Automation
12 162 (22.56%) Mentoring
13 161 (22.42%) Continuous Improvement
14 148 (20.61%) Machine Learning
15 116 (16.16%) Clean Code
16 114 (15.88%) Event-Driven Architecture
17 109 (15.18%) Full-Stack Development
18 89 (12.40%) Coaching
18 89 (12.40%) Technical Leadership
Programming Languages
1 343 (47.77%) Python
2 210 (29.25%) Java
3 140 (19.50%) SQL
4 118 (16.43%) Go
5 110 (15.32%) C#
6 96 (13.37%) TypeScript
7 92 (12.81%) JavaScript
8 55 (7.66%) C++
9 51 (7.10%) Scala
10 30 (4.18%) Rust
11 20 (2.79%) Bash
12 14 (1.95%) C
13 11 (1.53%) PowerShell
14 10 (1.39%) PHP
15 8 (1.11%) Bicep
15 8 (1.11%) Groovy
16 7 (0.97%) Shell Script
17 5 (0.70%) Perl
18 4 (0.56%) Kotlin
18 4 (0.56%) PL/SQL
Qualifications
1 81 (11.28%) Degree
2 49 (6.82%) Security Cleared
3 47 (6.55%) Computer Science Degree
4 34 (4.74%) AWS Certification
5 31 (4.32%) SC Cleared
6 27 (3.76%) AWS Certified Solutions Architect
7 12 (1.67%) Master's Degree
7 12 (1.67%) PhD
8 9 (1.25%) DV Cleared
9 2 (0.28%) Microsoft Certified Professional
10 1 (0.14%) DBS Check
10 1 (0.14%) HND
10 1 (0.14%) ISEB
10 1 (0.14%) ISTQB
10 1 (0.14%) ISTQB Foundation Certification
10 1 (0.14%) Microsoft Certification
10 1 (0.14%) Numerate Degree
10 1 (0.14%) PMI Certification
Quality Assurance & Compliance
1 57 (7.94%) QA
2 9 (1.25%) GDPR
3 8 (1.11%) ISO/IEC 27001
4 6 (0.84%) SOC 2
5 5 (0.70%) Data Quality
6 3 (0.42%) Accessibility
7 2 (0.28%) PCI DSS
8 1 (0.14%) DO-178B
8 1 (0.14%) NIST
8 1 (0.14%) PSD2
System Software
1 190 (26.46%) Docker
2 14 (1.95%) VMware Infrastructure
3 13 (1.81%) Hyper-V
4 11 (1.53%) Active Directory
4 11 (1.53%) KVM
5 6 (0.84%) Virtual Machines
6 2 (0.28%) Firmware
7 1 (0.14%) Embedded Firmware
7 1 (0.14%) Slurm Workload Manager
Systems Management
1 174 (24.23%) Kubernetes
2 121 (16.85%) Terraform
3 31 (4.32%) Ansible
4 23 (3.20%) Grafana
5 17 (2.37%) Kibana
6 15 (2.09%) Prometheus
7 6 (0.84%) Argo
8 4 (0.56%) Packer
9 3 (0.42%) Microsoft Intune
9 3 (0.42%) SCCM
10 1 (0.14%) Graylog
10 1 (0.14%) Kubeflow
10 1 (0.14%) Kustomize
10 1 (0.14%) Podman
10 1 (0.14%) Single Sign-On
Vendors
1 75 (10.45%) Microsoft
2 45 (6.27%) Typelevel
3 34 (4.74%) Google
4 23 (3.20%) AppDynamics
4 23 (3.20%) OpenAI
5 18 (2.51%) Dynatrace
5 18 (2.51%) Oracle
6 17 (2.37%) Splunk
7 14 (1.95%) VMware
8 11 (1.53%) IBM
9 8 (1.11%) Solace
10 7 (0.97%) Databricks
10 7 (0.97%) HubSpot
11 4 (0.56%) Facebook
11 4 (0.56%) Instagram
11 4 (0.56%) TikTok
12 3 (0.42%) Adobe
13 2 (0.28%) Salesforce
13 2 (0.28%) TIBCO
13 2 (0.28%) WSO2