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 3 April 2026, comparing them to the same period in the previous two years.

6 months to
3 Apr 2026
Same period 2025 Same period 2024
Rank 277 303 409
Rank change year-on-year +26 +106 -74
Permanent jobs citing Distributed Systems 495 348 454
As % of all permanent jobs in England 0.70% 0.95% 0.58%
As % of the Miscellaneous category 2.31% 2.46% 1.63%
Number of salaries quoted 277 227 323
10th Percentile £59,500 £56,250 £45,000
25th Percentile £72,500 £64,509 £62,500
Median annual salary (50th Percentile) £95,000 £90,000 £82,500
Median % change year-on-year +5.56% +9.09% -5.71%
75th Percentile £113,750 £115,000 £115,000
90th Percentile £134,500 £137,500 £147,000
UK median annual salary £90,000 £90,000 £82,500
% change year-on-year - +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 21,433 14,145 27,914
As % of all permanent jobs advertised in England 30.15% 38.70% 35.50%
Number of salaries quoted 11,119 8,056 20,313
10th Percentile £29,500 £32,000 £28,000
25th Percentile £39,000 £45,000 £38,130
Median annual salary (50th Percentile) £57,985 £60,000 £55,000
Median % change year-on-year -3.36% +9.09% -15.38%
75th Percentile £80,000 £83,750 £77,250
90th Percentile £100,000 £115,000 £98,750
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +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 3 April 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 3 April 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 +45 318 £100,000 +8.11% 164
North of England -47 87 £75,000 - 56
South East -34 61 £77,500 +21.57% 49
North West 0 55 £78,750 +3.28% 34
Yorkshire -61 29 £75,000 -3.23% 15
Midlands -26 16 £73,801 +4.09% 7
South West -30 14 £85,000 - 8
East Midlands - 13 £86,000 - 3
East of England -17 12 £82,500 +13.79% 8
West Midlands -22 3 £73,801 +4.09% 4
North East -27 3 £60,000 -13.52% 10
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 21 (4.24%) Apache Spark
2 15 (3.03%) OpenStack
3 8 (1.62%) Apache Airflow
4 5 (1.01%) Apache Pulsar
4 5 (1.01%) IIS
5 4 (0.81%) Appian
6 3 (0.61%) Apache
6 3 (0.61%) SharePoint
7 1 (0.20%) CMS
7 1 (0.20%) Confluence
7 1 (0.20%) Ethereum
7 1 (0.20%) GeoServer
7 1 (0.20%) Solana
7 1 (0.20%) Umbraco
Applications
1 2 (0.40%) Weka
Business Applications
1 1 (0.20%) SAP GRC
1 1 (0.20%) SAP S/4HANA
Cloud Services
1 303 (61.21%) AWS
2 171 (34.55%) GCP
3 165 (33.33%) Azure
4 56 (11.31%) Serverless
5 49 (9.90%) Amazon ECS
6 41 (8.28%) SaaS
7 38 (7.68%) Amazon EKS
8 27 (5.45%) Amazon S3
9 22 (4.44%) AWS CloudFormation
10 20 (4.04%) AWS Lambda
11 19 (3.84%) GitHub
12 16 (3.23%) Amazon EC2
13 14 (2.83%) GitHub Actions
14 13 (2.63%) Azure DevOps
14 13 (2.63%) Azure Service Bus
14 13 (2.63%) Datadog
15 12 (2.42%) Amazon SQS
16 11 (2.22%) Amazon ECR
17 8 (1.62%) Amazon Kinesis
17 8 (1.62%) AWS Step Functions
Communications & Networking
1 51 (10.30%) Broadband
2 17 (3.43%) TCP/IP
3 12 (2.42%) HTTP
4 6 (1.21%) BGP
4 6 (1.21%) VLAN
4 6 (1.21%) VPN
5 3 (0.61%) DNS
5 3 (0.61%) Firewall
6 2 (0.40%) InfiniBand
6 2 (0.40%) Kerberos
6 2 (0.40%) Multicast
7 1 (0.20%) 4G
7 1 (0.20%) 5G
7 1 (0.20%) DHCP
7 1 (0.20%) Diameter Protocol
7 1 (0.20%) Peer-to-Peer Networking
7 1 (0.20%) RTP
7 1 (0.20%) SMS
7 1 (0.20%) SS7
7 1 (0.20%) VoIP
Database & Business Intelligence
1 49 (9.90%) PostgreSQL
2 48 (9.70%) NoSQL
3 32 (6.46%) Relational Database
4 29 (5.86%) Elasticsearch
5 26 (5.25%) Redis
6 24 (4.85%) MongoDB
7 23 (4.65%) SQL Server
8 20 (4.04%) Hadoop
9 19 (3.84%) DynamoDB
10 18 (3.64%) Big Data
11 17 (3.43%) Amazon RDS
12 16 (3.23%) BigQuery
13 14 (2.83%) MySQL
14 13 (2.63%) Data Warehouse
15 10 (2.02%) RDBMS
16 6 (1.21%) Apache Cassandra
16 6 (1.21%) Couchbase
16 6 (1.21%) Tableau
17 5 (1.01%) DataStage
17 5 (1.01%) Neo4j
Development Applications
1 52 (10.51%) Git
2 49 (9.90%) Jenkins
3 19 (3.84%) GitLab
4 16 (3.23%) JMeter
5 14 (2.83%) Cucumber
6 11 (2.22%) JIRA
7 10 (2.02%) Gatling
8 9 (1.82%) JUnit
8 9 (1.82%) LoadRunner
8 9 (1.82%) SonarQube
9 5 (1.01%) Cypress.io
9 5 (1.01%) Maven
10 4 (0.81%) Artifactory
10 4 (0.81%) Claude Code
10 4 (0.81%) Mockito
11 3 (0.61%) Visual Studio
11 3 (0.61%) WinDbg
12 2 (0.40%) Jaeger
12 2 (0.40%) Selenium
12 2 (0.40%) TeamCity
General
1 124 (25.05%) Finance
2 95 (19.19%) Social Skills
3 47 (9.49%) Banking
4 39 (7.88%) Inclusion and Diversity
5 38 (7.68%) Law
6 34 (6.87%) Analytical Skills
7 33 (6.67%) Financial Institution
8 30 (6.06%) Public Sector
9 28 (5.66%) Retail
10 25 (5.05%) Telecoms
11 24 (4.85%) Back Office
12 12 (2.42%) Front Office
13 11 (2.22%) Marketing
13 11 (2.22%) Polish Language
14 10 (2.02%) Games
15 8 (1.62%) Advertising
16 7 (1.41%) Investment Banking
17 6 (1.21%) Manufacturing
18 5 (1.01%) Electronics
18 5 (1.01%) Pharmaceutical
Job Titles
1 132 (26.67%) Senior
2 121 (24.44%) Software Engineer
3 106 (21.41%) Developer
4 57 (11.52%) Lead
5 40 (8.08%) Java Developer
6 36 (7.27%) Principal Engineer
7 31 (6.26%) Senior Software Engineer
8 30 (6.06%) Scala Engineer
9 29 (5.86%) Architect
10 25 (5.05%) Senior Developer
11 24 (4.85%) Backend Developer
11 24 (4.85%) Data Engineer
11 24 (4.85%) Java Engineer
12 22 (4.44%) AWS Engineer
12 22 (4.44%) Full-Stack Developer
13 16 (3.23%) Cloud Engineer
13 16 (3.23%) Lead Developer
14 15 (3.03%) Infrastructure Engineer
14 15 (3.03%) Scala Software Engineer
14 15 (3.03%) Solutions Architect
Libraries, Frameworks & Software Standards
1 74 (14.95%) REST
2 73 (14.75%) Kafka
3 62 (12.53%) gRPC
4 60 (12.12%) Spring
5 54 (10.91%) .NET
6 53 (10.71%) React
6 53 (10.71%) Spring Boot
7 40 (8.08%) RESTful
8 38 (7.68%) Node.js
9 35 (7.07%) Django
10 25 (5.05%) Elastic Stack
10 25 (5.05%) Web Services
11 20 (4.04%) AngularJS
12 19 (3.84%) RabbitMQ
13 16 (3.23%) JSON
14 15 (3.03%) FastAPI
15 14 (2.83%) HTML
15 14 (2.83%) OAuth
16 12 (2.42%) OAuth2
17 10 (2.02%) Apache Camel
Miscellaneous
1 120 (24.24%) Cloud Native
2 47 (9.49%) Algorithms
2 47 (9.49%) Over-the-Top Content
2 47 (9.49%) Video\Live Streaming
3 43 (8.69%) Data Structures
4 24 (4.85%) Product Ownership
5 18 (3.64%) Hybrid Cloud
6 16 (3.23%) Equities
6 16 (3.23%) Greenfield Project
7 15 (3.03%) Client/Server
8 14 (2.83%) Enterprise Software
9 13 (2.63%) AI Agents
9 13 (2.63%) Public Cloud
10 11 (2.22%) Data Centre
10 11 (2.22%) e-Learning
11 10 (2.02%) Blog
12 9 (1.82%) Distributed Computing
12 9 (1.82%) Virtual Team
13 8 (1.62%) Legacy Code
13 8 (1.62%) Sports Betting
Operating Systems
1 66 (13.33%) Linux
2 9 (1.82%) Android
2 9 (1.82%) Windows
3 7 (1.41%) Unix
4 2 (0.40%) Red Hat Enterprise Linux
Processes & Methodologies
1 244 (49.29%) CI/CD
2 232 (46.87%) Microservices
3 228 (46.06%) Software Engineering
4 147 (29.70%) Agile
5 144 (29.09%) Problem-Solving
6 140 (28.28%) Containerisation
7 125 (25.25%) DevOps
8 105 (21.21%) Machine Learning
9 98 (19.80%) AI
9 98 (19.80%) Computer Science
10 97 (19.60%) Continuous Improvement
11 90 (18.18%) Clean Code
12 85 (17.17%) Observability
13 80 (16.16%) Event-Driven
14 76 (15.35%) Mentoring
15 75 (15.15%) Roadmaps
16 72 (14.55%) Data Science
17 67 (13.54%) Coaching
18 64 (12.93%) Full-Stack Development
19 63 (12.73%) Infrastructure as Code
Programming Languages
1 220 (44.44%) Python
2 173 (34.95%) Java
3 119 (24.04%) Go
4 69 (13.94%) C#
5 64 (12.93%) Scala
6 62 (12.53%) SQL
7 61 (12.32%) C++
8 45 (9.09%) JavaScript
9 43 (8.69%) Rust
10 40 (8.08%) TypeScript
11 24 (4.85%) C
12 12 (2.42%) Bash
13 11 (2.22%) Kotlin
14 9 (1.82%) Groovy
15 7 (1.41%) PowerShell
16 5 (1.01%) R
16 5 (1.01%) Shell Script
17 4 (0.81%) PL/SQL
18 3 (0.61%) Perl
18 3 (0.61%) Ruby
Qualifications
1 88 (17.78%) Degree
2 64 (12.93%) Computer Science Degree
3 30 (6.06%) Security Cleared
4 25 (5.05%) Master's Degree
5 22 (4.44%) SC Cleared
6 13 (2.63%) PhD
7 12 (2.42%) AWS Certification
8 11 (2.22%) AWS Certified Solutions Architect
9 5 (1.01%) MBA
10 4 (0.81%) Microsoft Certification
11 3 (0.61%) Azure Certification
11 3 (0.61%) DV Cleared
11 3 (0.61%) TOGAF Certification
12 2 (0.40%) ISTQB
12 2 (0.40%) ISTQB Foundation Certification
12 2 (0.40%) ITIL Certification
13 1 (0.20%) BPSS Clearance
13 1 (0.20%) ISEB
13 1 (0.20%) Microsoft Certified Professional
13 1 (0.20%) PMI Certification
Quality Assurance & Compliance
1 32 (6.46%) QA
2 14 (2.83%) SOC 2
3 12 (2.42%) PCI DSS
4 10 (2.02%) GDPR
5 6 (1.21%) ISO/IEC 27001
6 5 (1.01%) Actionable Recommendations
6 5 (1.01%) Data Quality
7 4 (0.81%) SLA
8 1 (0.20%) Accessibility
8 1 (0.20%) GRC
8 1 (0.20%) NIST
8 1 (0.20%) PSD2
System Software
1 167 (33.74%) Docker
2 14 (2.83%) Hyper-V
2 14 (2.83%) VMware Infrastructure
3 13 (2.63%) KVM
4 12 (2.42%) Virtual Machines
5 8 (1.62%) Virtual Servers
6 3 (0.61%) Active Directory
6 3 (0.61%) HDFS
7 2 (0.40%) Ceph
7 2 (0.40%) Lustre
7 2 (0.40%) Slurm Workload Manager
8 1 (0.20%) Apache ZooKeeper
Systems Management
1 146 (29.49%) Kubernetes
2 72 (14.55%) Terraform
3 38 (7.68%) Ansible
4 13 (2.63%) Grafana
4 13 (2.63%) Kibana
5 8 (1.62%) Prometheus
6 4 (0.81%) HP Fortify
6 4 (0.81%) Packer
7 2 (0.40%) Argo
8 1 (0.20%) Graylog
8 1 (0.20%) Single Sign-On
Vendors
1 45 (9.09%) Typelevel
2 24 (4.85%) Google
3 14 (2.83%) VMware
4 13 (2.63%) AppDynamics
4 13 (2.63%) Dynatrace
4 13 (2.63%) Microsoft
5 11 (2.22%) Databricks
5 11 (2.22%) Oracle
6 8 (1.62%) IBM
7 7 (1.41%) Splunk
8 6 (1.21%) Pega
8 6 (1.21%) WSO2
9 5 (1.01%) BT
9 5 (1.01%) Ericsson
9 5 (1.01%) Informatica
9 5 (1.01%) Mavenir
9 5 (1.01%) Nokia
9 5 (1.01%) Talend
10 4 (0.81%) OpenAI
10 4 (0.81%) Solace