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 14 May 2026, comparing them to the same period in the previous two years.

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 273 368 421
Rank change year-on-year +95 +53 -46
Permanent jobs citing Distributed Systems 537 299 471
As % of all permanent jobs in England 0.67% 0.77% 0.56%
As % of the Miscellaneous category 2.48% 1.82% 1.60%
Number of salaries quoted 292 192 321
10th Percentile £57,500 £56,250 £48,250
25th Percentile £72,500 £66,500 £62,500
Median annual salary (50th Percentile) £92,500 £90,000 £82,500
Median % change year-on-year +2.78% +9.09% -5.71%
75th Percentile £105,313 £115,000 £122,500
90th Percentile £132,500 £140,677 £150,000
UK median annual salary £88,750 £90,000 £82,500
% change year-on-year -1.39% +9.09% -5.71%

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 21,683 16,438 29,460
As % of all permanent jobs advertised in England 26.86% 42.31% 35.07%
Number of salaries quoted 12,369 8,245 20,802
10th Percentile £30,000 £31,250 £28,000
25th Percentile £41,250 £41,750 £38,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -15.38%
75th Percentile £80,000 £81,250 £76,000
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -15.38%

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 14 May 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 14 May 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 +75 339 £100,000 +5.26% 212
North of England +3 93 £80,000 +2.56% 55
South East +5 74 £70,000 +12.00% 57
North West +35 63 £95,000 +18.75% 35
Yorkshire -68 24 £75,000 -3.23% 8
Midlands -29 13 £87,500 +18.64% 12
South West -39 12 £83,750 -14.10% 22
East of England -7 10 £77,500 - 10
East Midlands -17 10 £86,000 +12.79% 3
North East -36 6 £60,000 -13.52% 12
West Midlands -27 3 £87,500 +20.69% 9
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 15 (2.79%) Apache Spark
2 13 (2.42%) OpenStack
3 8 (1.49%) IIS
4 6 (1.12%) Apache Airflow
5 4 (0.74%) Confluence
5 4 (0.74%) JBoss
6 3 (0.56%) Adobe Experience Manager
6 3 (0.56%) Apache
6 3 (0.56%) Apache Pulsar
6 3 (0.56%) Appian
6 3 (0.56%) SharePoint
7 1 (0.19%) CMS
7 1 (0.19%) Ethereum
7 1 (0.19%) GeoServer
7 1 (0.19%) Red Hat Fuse
7 1 (0.19%) Solana
7 1 (0.19%) Umbraco
Business Applications
1 1 (0.19%) Oracle EBS
Cloud Services
1 321 (59.78%) AWS
2 166 (30.91%) Azure
3 156 (29.05%) GCP
4 60 (11.17%) Serverless
5 44 (8.19%) Amazon ECS
6 39 (7.26%) SaaS
7 33 (6.15%) Amazon EKS
8 29 (5.40%) AWS CloudFormation
9 25 (4.66%) Amazon S3
10 23 (4.28%) GitHub
11 21 (3.91%) AWS Lambda
11 21 (3.91%) Azure DevOps
12 18 (3.35%) Datadog
13 17 (3.17%) Amazon SQS
14 15 (2.79%) Amazon EC2
14 15 (2.79%) GitHub Actions
15 14 (2.61%) Azure Service Bus
16 11 (2.05%) Amazon CloudWatch
17 9 (1.68%) Azure Logic Apps
18 8 (1.49%) Azure Functions
Communications & Networking
1 71 (13.22%) Broadband
2 12 (2.23%) HTTP
3 8 (1.49%) TCP/IP
4 5 (0.93%) DNS
4 5 (0.93%) Firewall
5 3 (0.56%) BGP
5 3 (0.56%) DHCP
5 3 (0.56%) VLAN
5 3 (0.56%) VPN
6 1 (0.19%) 4G
6 1 (0.19%) 5G
6 1 (0.19%) Diameter Protocol
6 1 (0.19%) Kerberos
6 1 (0.19%) LTE
6 1 (0.19%) Multicast
6 1 (0.19%) Peer-to-Peer Networking
6 1 (0.19%) RTP
6 1 (0.19%) SMS
6 1 (0.19%) SS7
6 1 (0.19%) VoIP
Database & Business Intelligence
1 52 (9.68%) PostgreSQL
2 48 (8.94%) NoSQL
3 38 (7.08%) MongoDB
4 33 (6.15%) Relational Database
5 28 (5.21%) Elasticsearch
6 19 (3.54%) BigQuery
6 19 (3.54%) DynamoDB
6 19 (3.54%) SQL Server
7 16 (2.98%) MySQL
8 15 (2.79%) Hadoop
9 14 (2.61%) Redis
10 13 (2.42%) Big Data
11 11 (2.05%) Amazon RDS
11 11 (2.05%) RDBMS
12 9 (1.68%) Data Warehouse
13 6 (1.12%) Tableau
14 5 (0.93%) Apache Cassandra
14 5 (0.93%) Data Mining
14 5 (0.93%) DataStage
14 5 (0.93%) Neo4j
Development Applications
1 55 (10.24%) Git
2 51 (9.50%) Jenkins
3 33 (6.15%) GitLab
4 19 (3.54%) Cucumber
5 17 (3.17%) JIRA
6 15 (2.79%) JMeter
7 13 (2.42%) JUnit
8 10 (1.86%) Gatling
9 9 (1.68%) LoadRunner
9 9 (1.68%) SonarQube
10 8 (1.49%) Claude Code
11 5 (0.93%) Cypress.io
11 5 (0.93%) Maven
11 5 (0.93%) Mockito
12 4 (0.74%) Artifactory
13 3 (0.56%) Bitbucket
13 3 (0.56%) Visual Studio
13 3 (0.56%) WinDbg
14 2 (0.37%) Selenium
14 2 (0.37%) TeamCity
General
1 138 (25.70%) Finance
2 90 (16.76%) Social Skills
3 43 (8.01%) Banking
4 41 (7.64%) Analytical Skills
5 36 (6.70%) Inclusion and Diversity
6 35 (6.52%) Law
7 25 (4.66%) Financial Institution
7 25 (4.66%) Public Sector
7 25 (4.66%) Retail
8 24 (4.47%) Games
9 21 (3.91%) Back Office
10 13 (2.42%) Telecoms
11 12 (2.23%) Front Office
12 11 (2.05%) Polish Language
13 8 (1.49%) Marketing
14 7 (1.30%) Advertising
14 7 (1.30%) Investment Banking
15 6 (1.12%) Manufacturing
16 5 (0.93%) Influencing Skills
16 5 (0.93%) Pharmaceutical
Job Titles
1 130 (24.21%) Senior
2 122 (22.72%) Developer
3 108 (20.11%) Software Engineer
4 51 (9.50%) Architect
5 50 (9.31%) Lead
6 47 (8.75%) Principal Engineer
7 40 (7.45%) Senior Developer
8 39 (7.26%) Java Engineer
9 31 (5.77%) Java Developer
10 30 (5.59%) Backend Developer
10 30 (5.59%) Scala Engineer
11 22 (4.10%) Senior Software Engineer
12 20 (3.72%) Python Engineer
13 19 (3.54%) Data Engineer
13 19 (3.54%) Python Developer
14 17 (3.17%) Solutions Architect
15 16 (2.98%) Artificial Intelligence Architect
15 16 (2.98%) Full-Stack Developer
16 15 (2.79%) Scala Developer
16 15 (2.79%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 77 (14.34%) Kafka
2 74 (13.78%) REST
3 67 (12.48%) .NET
3 67 (12.48%) Spring
4 59 (10.99%) Spring Boot
5 55 (10.24%) gRPC
6 53 (9.87%) React
6 53 (9.87%) RESTful
7 41 (7.64%) Node.js
8 25 (4.66%) Django
8 25 (4.66%) RabbitMQ
8 25 (4.66%) Web Services
9 23 (4.28%) Elastic Stack
10 20 (3.72%) JSON
11 19 (3.54%) AngularJS
12 16 (2.98%) OAuth
13 15 (2.79%) OAuth2
14 14 (2.61%) HTML
15 13 (2.42%) XML
16 12 (2.23%) GraphQL
Miscellaneous
1 141 (26.26%) Cloud Native
2 63 (11.73%) Video\Live Streaming
3 52 (9.68%) Algorithms
4 47 (8.75%) Over-the-Top Content
5 46 (8.57%) Data Structures
6 23 (4.28%) Product Ownership
7 19 (3.54%) Public Cloud
8 18 (3.35%) Equities
9 17 (3.17%) Low-Code
10 16 (2.98%) AI Agents
10 16 (2.98%) Client/Server
10 16 (2.98%) Enterprise Software
11 15 (2.79%) Greenfield Project
11 15 (2.79%) Hybrid Cloud
12 14 (2.61%) e-Learning
13 12 (2.23%) Distributed Architecture
14 11 (2.05%) Blog
15 10 (1.86%) Legacy Systems
16 8 (1.49%) Life Science
16 8 (1.49%) Virtual Team
Operating Systems
1 51 (9.50%) Linux
2 16 (2.98%) Windows
3 5 (0.93%) Android
4 3 (0.56%) Windows Server
5 1 (0.19%) Red Hat Enterprise Linux
5 1 (0.19%) Unix
5 1 (0.19%) VMS
Processes & Methodologies
1 288 (53.63%) CI/CD
2 251 (46.74%) Software Engineering
3 243 (45.25%) Microservices
4 152 (28.31%) Agile
5 148 (27.56%) Problem-Solving
6 144 (26.82%) Containerisation
7 132 (24.58%) AI
8 130 (24.21%) DevOps
9 129 (24.02%) Continuous Improvement
10 119 (22.16%) Machine Learning
11 114 (21.23%) Observability
12 109 (20.30%) Infrastructure as Code
13 99 (18.44%) Event-Driven
14 96 (17.88%) Computer Science
14 96 (17.88%) Test Automation
15 89 (16.57%) Clean Code
16 79 (14.71%) Mentoring
17 73 (13.59%) Data Science
18 72 (13.41%) Full-Stack Development
19 71 (13.22%) Roadmaps
Programming Languages
1 260 (48.42%) Python
2 171 (31.84%) Java
3 113 (21.04%) Go
4 78 (14.53%) C#
5 76 (14.15%) SQL
6 65 (12.10%) JavaScript
7 56 (10.43%) Scala
8 54 (10.06%) C++
9 53 (9.87%) TypeScript
10 36 (6.70%) Rust
11 15 (2.79%) Bash
12 14 (2.61%) C
13 11 (2.05%) Groovy
14 10 (1.86%) PowerShell
15 6 (1.12%) Bicep
15 6 (1.12%) Shell Script
16 5 (0.93%) Perl
16 5 (0.93%) R
17 4 (0.74%) Kotlin
17 4 (0.74%) PHP
Qualifications
1 88 (16.39%) Degree
2 61 (11.36%) Computer Science Degree
3 30 (5.59%) Security Cleared
4 24 (4.47%) SC Cleared
5 22 (4.10%) Master's Degree
6 17 (3.17%) AWS Certification
7 16 (2.98%) AWS Certified Solutions Architect
8 12 (2.23%) PhD
9 5 (0.93%) MBA
10 2 (0.37%) Azure Certification
10 2 (0.37%) DV Cleared
10 2 (0.37%) ISTQB
10 2 (0.37%) ISTQB Foundation Certification
10 2 (0.37%) ITIL Certification
10 2 (0.37%) Microsoft Certification
10 2 (0.37%) TOGAF Certification
11 1 (0.19%) BPSS Clearance
11 1 (0.19%) ISEB
11 1 (0.19%) Microsoft Certified Professional
11 1 (0.19%) PMI Certification
Quality Assurance & Compliance
1 45 (8.38%) QA
2 13 (2.42%) SOC 2
3 9 (1.68%) PCI DSS
4 6 (1.12%) GDPR
5 5 (0.93%) Actionable Recommendations
6 4 (0.74%) ISO/IEC 27001
7 3 (0.56%) Data Quality
7 3 (0.56%) SLA
8 1 (0.19%) Accessibility
8 1 (0.19%) NIST
8 1 (0.19%) PSD2
System Software
1 168 (31.28%) Docker
2 16 (2.98%) Hyper-V
2 16 (2.98%) VMware Infrastructure
3 13 (2.42%) KVM
4 10 (1.86%) Active Directory
5 5 (0.93%) Virtual Machines
Systems Management
1 143 (26.63%) Kubernetes
2 80 (14.90%) Terraform
3 31 (5.77%) Ansible
4 14 (2.61%) Grafana
5 13 (2.42%) Kibana
6 10 (1.86%) Prometheus
7 4 (0.74%) HP Fortify
7 4 (0.74%) Packer
8 3 (0.56%) Microsoft Intune
8 3 (0.56%) SCCM
9 2 (0.37%) Argo
10 1 (0.19%) Graylog
Vendors
1 45 (8.38%) Typelevel
2 37 (6.89%) Microsoft
3 21 (3.91%) Google
4 17 (3.17%) Oracle
5 16 (2.98%) VMware
6 15 (2.79%) AppDynamics
7 14 (2.61%) Dynatrace
8 9 (1.68%) Databricks
8 9 (1.68%) Splunk
9 8 (1.49%) IBM
10 6 (1.12%) HubSpot
10 6 (1.12%) Solace
11 5 (0.93%) BT
11 5 (0.93%) Informatica
11 5 (0.93%) Talend
12 4 (0.74%) OpenAI
13 3 (0.56%) Adobe
14 2 (0.37%) Ericsson
14 2 (0.37%) Nokia
14 2 (0.37%) Salesforce