Distributed Systems Job Trends

Distributed Systems
UK

The table below looks at the prevalence of the term Distributed Systems in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Distributed Systems over the 6 months leading up to 10 April 2026, comparing them to the same period in the previous two years.

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 287 306 416
Rank change year-on-year +19 +110 -74
Permanent jobs citing Distributed Systems 561 387 549
As % of all permanent jobs in the UK 0.67% 0.95% 0.60%
As % of the Miscellaneous category 2.30% 2.44% 1.64%
Number of salaries quoted 309 251 375
10th Percentile £57,500 £56,250 £44,993
25th Percentile £68,813 £64,471 £58,125
Median annual salary (50th Percentile) £90,000 £90,000 £82,500
Median % change year-on-year - +9.09% -5.71%
75th Percentile £110,000 £115,000 £112,500
90th Percentile £132,500 £140,000 £145,000
UK excluding London median annual salary £75,000 £69,384 £60,000
% change year-on-year +8.09% +15.64% -14.29%

All Generic Skills
UK

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.

Permanent vacancies with a requirement for generic IT skills 24,399 15,879 33,453
As % of all permanent jobs advertised in the UK 29.28% 38.81% 36.30%
Number of salaries quoted 12,535 9,065 22,695
10th Percentile £29,750 £31,750 £28,000
25th Percentile £40,000 £43,500 £38,303
Median annual salary (50th Percentile) £58,099 £60,000 £55,000
Median % change year-on-year -3.17% +9.09% -15.38%
75th Percentile £80,000 £82,500 £75,000
90th Percentile £100,000 £113,650 £97,500
UK excluding London median annual salary £50,000 £54,000 £50,000
% change year-on-year -7.41% +8.00% -9.09%

Distributed Systems
Job Vacancy Trend

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

Distributed Systems job vacancy trend in the UK

Distributed Systems
Salary Trend

Salary distribution trend for jobs in the UK citing Distributed Systems.

Salary distribution trend for jobs in the UK citing Distributed Systems

Distributed Systems
Salary Histogram

Salary distribution for jobs citing Distributed Systems over the 6 months to 10 April 2026.

Salary histogram for Distributed Systems in the UK

Distributed Systems
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Distributed Systems within the UK over the 6 months to 10 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
England +30 505 £95,000 +5.56% 273
London +39 320 £100,000 +5.26% 164
Work from Home +67 231 £85,000 +13.33% 136
UK excluding London -53 200 £75,000 +8.09% 145
North of England -48 91 £75,000 -1.64% 56
South East -26 63 £77,500 +21.57% 49
North West 0 59 £80,000 +4.92% 34
Yorkshire -59 29 £75,000 -3.23% 15
Midlands -41 16 £73,801 +4.09% 7
South West -39 14 £85,000 - 8
East of England -28 13 £82,500 +13.79% 8
East Midlands - 13 £86,000 - 3
Scotland -14 12 £77,500 +15.67% 10
Wales -26 7 £55,000 -20.64% 5
West Midlands -20 3 £73,801 +4.09% 4
North East -35 3 £60,000 -13.52% 10
Northern Ireland -38 2 £73,801 +6.48% 3

Distributed Systems
Co-Occurring Skills & Capabilities 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 20 (3.57%) Apache Spark
2 17 (3.03%) Apache Airflow
3 15 (2.67%) OpenStack
4 5 (0.89%) Apache Pulsar
4 5 (0.89%) IIS
5 4 (0.71%) Appian
6 3 (0.53%) Apache
6 3 (0.53%) SharePoint
7 1 (0.18%) CMS
7 1 (0.18%) Confluence
7 1 (0.18%) Ethereum
7 1 (0.18%) GeoServer
7 1 (0.18%) Solana
7 1 (0.18%) Umbraco
Applications
1 2 (0.36%) Weka
Business Applications
1 1 (0.18%) Oracle EBS
1 1 (0.18%) SAP GRC
1 1 (0.18%) SAP S/4HANA
Cloud Services
1 329 (58.65%) AWS
2 181 (32.26%) GCP
3 180 (32.09%) Azure
4 69 (12.30%) Serverless
5 58 (10.34%) Amazon ECS
6 48 (8.56%) SaaS
7 46 (8.20%) Amazon EKS
8 31 (5.53%) Amazon S3
9 30 (5.35%) AWS CloudFormation
10 29 (5.17%) AWS Lambda
11 26 (4.63%) GitHub
12 19 (3.39%) Azure DevOps
12 19 (3.39%) GitHub Actions
13 16 (2.85%) Amazon EC2
13 16 (2.85%) Amazon SQS
13 16 (2.85%) Azure Service Bus
14 15 (2.67%) Amazon ECR
14 15 (2.67%) Datadog
15 11 (1.96%) dbt
15 11 (1.96%) Pulumi
Communications & Networking
1 51 (9.09%) Broadband
2 20 (3.57%) TCP/IP
3 12 (2.14%) HTTP
4 6 (1.07%) BGP
4 6 (1.07%) VLAN
4 6 (1.07%) VPN
5 5 (0.89%) Firewall
6 3 (0.53%) DNS
6 3 (0.53%) MQTT
6 3 (0.53%) Multicast
7 2 (0.36%) InfiniBand
7 2 (0.36%) Kerberos
7 2 (0.36%) SSL
8 1 (0.18%) 4G
8 1 (0.18%) 5G
8 1 (0.18%) Diameter Protocol
8 1 (0.18%) LTE
8 1 (0.18%) Peer-to-Peer Networking
8 1 (0.18%) RTP
8 1 (0.18%) SS7
Database & Business Intelligence
1 55 (9.80%) PostgreSQL
2 49 (8.73%) NoSQL
3 36 (6.42%) Relational Database
4 34 (6.06%) Elasticsearch
5 30 (5.35%) Redis
6 27 (4.81%) SQL Server
7 25 (4.46%) BigQuery
8 23 (4.10%) Amazon RDS
8 23 (4.10%) MongoDB
9 21 (3.74%) DynamoDB
10 20 (3.57%) Hadoop
11 18 (3.21%) Big Data
12 17 (3.03%) MySQL
13 13 (2.32%) Data Warehouse
14 11 (1.96%) Data Lake
15 10 (1.78%) RDBMS
16 8 (1.43%) Semantic Layer
17 7 (1.25%) Neo4j
17 7 (1.25%) Pinecone
18 6 (1.07%) Tableau
Development Applications
1 55 (9.80%) Git
2 53 (9.45%) Jenkins
3 23 (4.10%) GitLab
4 16 (2.85%) JMeter
5 14 (2.50%) Cucumber
6 11 (1.96%) JIRA
7 10 (1.78%) Gatling
8 9 (1.60%) JUnit
8 9 (1.60%) LoadRunner
8 9 (1.60%) SonarQube
9 5 (0.89%) Claude Code
9 5 (0.89%) Cypress.io
9 5 (0.89%) Maven
10 4 (0.71%) Artifactory
10 4 (0.71%) Mockito
11 3 (0.53%) NUnit
11 3 (0.53%) Visual Studio
11 3 (0.53%) WinDbg
12 2 (0.36%) Selenium
12 2 (0.36%) TeamCity
General
1 134 (23.89%) Finance
2 111 (19.79%) Social Skills
3 51 (9.09%) Inclusion and Diversity
4 46 (8.20%) Banking
5 43 (7.66%) Law
6 38 (6.77%) Analytical Skills
7 35 (6.24%) Public Sector
8 31 (5.53%) Financial Institution
9 29 (5.17%) Retail
10 27 (4.81%) Telecoms
11 24 (4.28%) Back Office
12 13 (2.32%) Front Office
13 11 (1.96%) Games
13 11 (1.96%) Marketing
13 11 (1.96%) Polish Language
14 8 (1.43%) Advertising
15 7 (1.25%) Aerospace
15 7 (1.25%) Investment Banking
15 7 (1.25%) Legal
15 7 (1.25%) Pharmaceutical
Job Titles
1 141 (25.13%) Senior
2 122 (21.75%) Developer
3 120 (21.39%) Software Engineer
4 58 (10.34%) Lead
5 49 (8.73%) Architect
6 45 (8.02%) Principal Engineer
7 41 (7.31%) Java Developer
8 32 (5.70%) Data Engineer
9 30 (5.35%) Scala Engineer
10 29 (5.17%) Senior Software Engineer
11 26 (4.63%) Java Engineer
11 26 (4.63%) Senior Developer
12 25 (4.46%) AWS Engineer
13 24 (4.28%) Backend Developer
14 23 (4.10%) Scala Developer
15 21 (3.74%) Full-Stack Developer
16 19 (3.39%) Cloud Engineer
17 17 (3.03%) Solutions Architect
18 16 (2.85%) Lead Developer
19 15 (2.67%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 84 (14.97%) Kafka
2 83 (14.80%) REST
3 63 (11.23%) gRPC
4 62 (11.05%) .NET
4 62 (11.05%) Spring
5 54 (9.63%) Spring Boot
6 53 (9.45%) React
7 46 (8.20%) Node.js
8 42 (7.49%) RESTful
9 38 (6.77%) Django
10 26 (4.63%) Elastic Stack
10 26 (4.63%) RabbitMQ
11 25 (4.46%) AngularJS
11 25 (4.46%) Web Services
12 20 (3.57%) OAuth
13 17 (3.03%) JSON
13 17 (3.03%) OAuth2
14 15 (2.67%) .NET Core
14 15 (2.67%) FastAPI
15 14 (2.50%) HTML
Miscellaneous
1 130 (23.17%) Cloud Native
2 47 (8.38%) Algorithms
2 47 (8.38%) Over-the-Top Content
2 47 (8.38%) Video\Live Streaming
3 43 (7.66%) Data Structures
4 24 (4.28%) Product Ownership
5 18 (3.21%) Equities
5 18 (3.21%) Hybrid Cloud
6 17 (3.03%) Greenfield Project
7 16 (2.85%) Client/Server
8 15 (2.67%) Enterprise Software
8 15 (2.67%) Public Cloud
9 14 (2.50%) AI Agents
10 12 (2.14%) Self-Motivation
11 11 (1.96%) Blog
11 11 (1.96%) Data Centre
11 11 (1.96%) e-Learning
12 10 (1.78%) Distributed Computing
13 9 (1.60%) Distributed Architecture
13 9 (1.60%) Virtual Team
Operating Systems
1 67 (11.94%) Linux
2 10 (1.78%) Unix
3 9 (1.60%) Android
3 9 (1.60%) Windows
4 2 (0.36%) Red Hat Enterprise Linux
Processes & Methodologies
1 282 (50.27%) CI/CD
2 244 (43.49%) Microservices
3 238 (42.42%) Software Engineering
4 164 (29.23%) Agile
5 161 (28.70%) Problem-Solving
6 148 (26.38%) Containerisation
7 146 (26.02%) DevOps
8 122 (21.75%) AI
9 114 (20.32%) Machine Learning
10 107 (19.07%) Continuous Improvement
10 107 (19.07%) Observability
11 100 (17.83%) Computer Science
12 97 (17.29%) Event-Driven
13 94 (16.76%) Mentoring
14 93 (16.58%) Clean Code
15 87 (15.51%) Infrastructure as Code
16 80 (14.26%) Coaching
16 80 (14.26%) Roadmaps
17 71 (12.66%) Data Science
18 69 (12.30%) Analytics
Programming Languages
1 251 (44.74%) Python
2 181 (32.26%) Java
3 117 (20.86%) Go
4 75 (13.37%) C#
5 73 (13.01%) SQL
6 71 (12.66%) Scala
7 63 (11.23%) C++
8 54 (9.63%) JavaScript
9 43 (7.66%) TypeScript
10 42 (7.49%) Rust
11 24 (4.28%) C
12 13 (2.32%) Bash
13 9 (1.60%) Groovy
13 9 (1.60%) Kotlin
14 8 (1.43%) PowerShell
15 5 (0.89%) R
15 5 (0.89%) Shell Script
16 4 (0.71%) PL/SQL
16 4 (0.71%) Ruby
17 3 (0.53%) Perl
Qualifications
1 92 (16.40%) Degree
2 67 (11.94%) Computer Science Degree
3 44 (7.84%) Security Cleared
4 31 (5.53%) SC Cleared
5 24 (4.28%) Master's Degree
6 13 (2.32%) PhD
7 12 (2.14%) AWS Certification
8 11 (1.96%) AWS Certified Solutions Architect
9 8 (1.43%) DBS Check
10 5 (0.89%) MBA
11 4 (0.71%) DV Cleared
11 4 (0.71%) Microsoft Certification
12 3 (0.53%) Azure Certification
12 3 (0.53%) TOGAF Certification
13 2 (0.36%) ISTQB
13 2 (0.36%) ISTQB Foundation Certification
13 2 (0.36%) ITIL Certification
14 1 (0.18%) BPSS Clearance
14 1 (0.18%) ISEB
14 1 (0.18%) PMI Certification
Quality Assurance & Compliance
1 36 (6.42%) QA
2 14 (2.50%) SOC 2
3 13 (2.32%) Data Quality
4 12 (2.14%) PCI DSS
5 10 (1.78%) GDPR
6 6 (1.07%) ISO/IEC 27001
7 5 (0.89%) Actionable Recommendations
8 4 (0.71%) SLA
9 1 (0.18%) Accessibility
9 1 (0.18%) GRC
9 1 (0.18%) NIST
9 1 (0.18%) PSD2
System Software
1 183 (32.62%) Docker
2 14 (2.50%) Hyper-V
2 14 (2.50%) VMware Infrastructure
3 13 (2.32%) KVM
4 10 (1.78%) Virtual Machines
5 6 (1.07%) Virtual Servers
6 3 (0.53%) Active Directory
6 3 (0.53%) HDFS
7 2 (0.36%) Ceph
7 2 (0.36%) Lustre
7 2 (0.36%) Slurm Workload Manager
8 1 (0.18%) Apache ZooKeeper
Systems Management
1 152 (27.09%) Kubernetes
2 93 (16.58%) Terraform
3 45 (8.02%) Ansible
4 22 (3.92%) Grafana
5 14 (2.50%) Kibana
5 14 (2.50%) Prometheus
6 6 (1.07%) Argo
7 4 (0.71%) HP Fortify
7 4 (0.71%) Packer
8 2 (0.36%) Progress Chef
8 2 (0.36%) Puppet
9 1 (0.18%) Graylog
9 1 (0.18%) logstash
9 1 (0.18%) Single Sign-On
Vendors
1 45 (8.02%) Typelevel
2 36 (6.42%) Google
3 19 (3.39%) Microsoft
4 14 (2.50%) VMware
5 13 (2.32%) AppDynamics
5 13 (2.32%) Dynatrace
5 13 (2.32%) Oracle
6 12 (2.14%) Databricks
7 8 (1.43%) IBM
8 7 (1.25%) Splunk
9 6 (1.07%) Pega
9 6 (1.07%) WSO2
10 5 (0.89%) BT
10 5 (0.89%) Ericsson
10 5 (0.89%) Informatica
10 5 (0.89%) Mavenir
10 5 (0.89%) Nokia
10 5 (0.89%) Talend
11 4 (0.71%) OpenAI
11 4 (0.71%) PagerDuty