Distributed Systems Contract Job Trends in England

Distributed Systems
UK > England

The table below looks at the prevalence of the term Distributed Systems in contract job vacancies in England. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Distributed Systems over the 6 months leading up to 17 December 2025, comparing them to the same period in the previous two years.

6 months to
17 Dec 2025
Same period 2024 Same period 2023
Rank 230 365 415
Rank change year-on-year +135 +50 -84
Contract jobs citing Distributed Systems 372 146 142
As % of all contract jobs in England 1.18% 0.50% 0.38%
As % of the Miscellaneous category 3.31% 1.55% 1.19%
Number of daily rates quoted 198 71 109
10th Percentile £374 £319 £448
25th Percentile £440 £469 £513
Median daily rate (50th Percentile) £525 £638 £630
Median % change year-on-year -17.65% +1.19% -3.08%
75th Percentile £638 £775 £725
90th Percentile £766 £863 £755
UK median daily rate £523 £625 £630
% change year-on-year -16.40% -0.79% -3.08%
Number of hourly rates quoted 17 4 0
10th Percentile £61.25 £55.55 -
25th Percentile £65.50 £56.00 -
Median hourly rate £67.00 £71.25 -
Median % change year-on-year -5.96% - -
75th Percentile £78.75 £89.06 -
90th Percentile £87.50 £91.88 -
UK median hourly rate £67.00 £71.25 -
% change year-on-year -5.96% - -

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 contract job vacancies requiring generic IT skills in England.

Contract vacancies with a requirement for generic IT skills 11,224 9,439 11,901
As % of all contract IT jobs advertised in England 35.73% 32.35% 32.05%
Number of daily rates quoted 7,080 5,723 8,061
10th Percentile £282 £282 £269
25th Percentile £408 £413 £421
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.68% - -4.35%
75th Percentile £638 £675 £675
90th Percentile £738 £800 £775
UK median daily rate £501 £538 £550
% change year-on-year -6.88% -2.27% -
Number of hourly rates quoted 566 281 458
10th Percentile £14.25 £17.08 £16.75
25th Percentile £18.25 £23.60 £20.89
Median hourly rate £28.06 £37.50 £43.92
Median % change year-on-year -25.17% -14.62% +25.39%
75th Percentile £61.44 £66.50 £65.00
90th Percentile £74.26 £80.75 £77.50
UK median hourly rate £27.00 £33.27 £42.50
% change year-on-year -18.85% -21.72% +21.43%

Distributed Systems
Job Vacancy Trend in England

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

Distributed Systems job vacancy trend in England

Distributed Systems
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Distributed Systems.

Contractor daily rate distribution trend for jobs in England citing Distributed Systems

Distributed Systems
Daily Rate Histogram in England

Daily rate distribution for jobs citing Distributed Systems in England over the 6 months to 17 December 2025.

Daily rate histogram for Distributed Systems in England

Distributed Systems
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Distributed Systems.

Contractor hourly rate distribution trend for jobs in England citing Distributed Systems

Distributed Systems
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Distributed Systems in England over the 6 months to 17 December 2025.

Hourly rate histogram for Distributed Systems in England

Distributed Systems
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Distributed Systems within the England region over the 6 months to 17 December 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +89 216 £575 -17.86% 76
North of England +11 66 £500 +3.63% 42
Yorkshire - 40 £488 - 15
South East +9 26 £505 +18.71% 72
Midlands -6 26 £505 +8.02% 24
North West -10 26 £510 +5.70% 25
West Midlands -16 19 £525 +12.30% 13
East of England -16 12 £505 +26.25% 34
East Midlands - 7 £411 - 10
South West - 3 £700 - 14
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 11 (2.96%) Apache Spark
1 11 (2.96%) Confluence
2 7 (1.88%) Apache
3 3 (0.81%) Mule
4 2 (0.54%) Anypoint
4 2 (0.54%) Tomcat
5 1 (0.27%) Apache Airflow
5 1 (0.27%) Camunda
5 1 (0.27%) CICS
5 1 (0.27%) Cloud Foundry
5 1 (0.27%) JBoss
5 1 (0.27%) Jupyter
5 1 (0.27%) Mule ESB
5 1 (0.27%) OpenStack
5 1 (0.27%) WebLogic
Applications
1 10 (2.69%) Microsoft Excel
Business Applications
1 5 (1.34%) Payment Gateway
2 4 (1.08%) Aladdin
2 4 (1.08%) Fidessa
2 4 (1.08%) thinkFolio
3 1 (0.27%) Finacle
3 1 (0.27%) Shopify
Cloud Services
1 207 (55.65%) AWS
2 91 (24.46%) Azure
3 79 (21.24%) Serverless
4 78 (20.97%) GCP
5 35 (9.41%) GitHub
6 34 (9.14%) Azure DevOps
7 28 (7.53%) AWS Lambda
8 27 (7.26%) GitHub Actions
9 22 (5.91%) Amazon S3
10 20 (5.38%) Amazon CloudWatch
10 20 (5.38%) CloudFront
11 19 (5.11%) Amazon ECS
12 16 (4.30%) Amazon EC2
12 16 (4.30%) Azure Logic Apps
13 15 (4.03%) Azure AKS
14 12 (3.23%) Azure Cosmos DB
14 12 (3.23%) Azure Functions
14 12 (3.23%) Azure Service Bus
15 11 (2.96%) AWS Step Functions
15 11 (2.96%) Azure Monitor
Communications & Networking
1 5 (1.34%) DNS
1 5 (1.34%) Firewall
2 4 (1.08%) SAN
3 3 (0.81%) DSL
3 3 (0.81%) TCP/IP
4 2 (0.54%) AMQP
4 2 (0.54%) BGP
4 2 (0.54%) Cisco Nexus
4 2 (0.54%) Ethernet VPN
4 2 (0.54%) Multicast
4 2 (0.54%) OSPF
4 2 (0.54%) VXLAN
5 1 (0.27%) FabricPath
5 1 (0.27%) HTTP
5 1 (0.27%) Kerberos
5 1 (0.27%) VoLTE
Database & Business Intelligence
1 60 (16.13%) NoSQL
2 52 (13.98%) Apache Cassandra
3 40 (10.75%) PostgreSQL
4 21 (5.65%) MongoDB
5 18 (4.84%) DynamoDB
6 17 (4.57%) Amazon RDS
7 13 (3.49%) SQL Server
8 12 (3.23%) MySQL
9 10 (2.69%) Elasticsearch
9 10 (2.69%) Redis
10 9 (2.42%) Hadoop
11 6 (1.61%) Oracle Database
12 5 (1.34%) Big Data
12 5 (1.34%) BigQuery
13 4 (1.08%) Aerospike
13 4 (1.08%) Amazon Redshift
13 4 (1.08%) Azure SQL Database
13 4 (1.08%) KDB
13 4 (1.08%) Kdb+
13 4 (1.08%) Relational Database
Development Applications
1 86 (23.12%) Jenkins
2 69 (18.55%) GitLab
3 28 (7.53%) Liquibase
4 27 (7.26%) Git
5 26 (6.99%) JIRA
6 15 (4.03%) JUnit
7 13 (3.49%) Postman
8 12 (3.23%) Artifactory
8 12 (3.23%) Visual Studio
9 8 (2.15%) Atlassian Bamboo
9 8 (2.15%) Mockito
10 7 (1.88%) Maven
11 6 (1.61%) Cypress.io
12 5 (1.34%) REST Assured
12 5 (1.34%) SoapUI
12 5 (1.34%) SonarQube
12 5 (1.34%) Subversion
12 5 (1.34%) Xcode
12 5 (1.34%) XCTest
13 4 (1.08%) Jaeger
General
1 131 (35.22%) Social Skills
2 121 (32.53%) Finance
3 86 (23.12%) Banking
4 29 (7.80%) Financial Institution
5 25 (6.72%) Public Sector
6 15 (4.03%) Analytical Skills
7 13 (3.49%) Front Office
8 11 (2.96%) Investment Banking
9 6 (1.61%) Documentation Skills
10 4 (1.08%) Inclusion and Diversity
10 4 (1.08%) Manufacturing
10 4 (1.08%) Marketing
10 4 (1.08%) Presentation Skills
11 3 (0.81%) Electronics
11 3 (0.81%) Telecoms
12 1 (0.27%) Aerospace
12 1 (0.27%) Back Office
12 1 (0.27%) Law
12 1 (0.27%) Legal
12 1 (0.27%) Publishing
Job Titles
1 107 (28.76%) Developer
2 104 (27.96%) Senior
3 54 (14.52%) Software Engineer
4 39 (10.48%) Senior Developer
5 31 (8.33%) Architect
6 30 (8.06%) Java Developer
7 24 (6.45%) Platform Engineer
8 21 (5.65%) DevOps Engineer
9 20 (5.38%) AWS Engineer
9 20 (5.38%) Cloud Engineer
9 20 (5.38%) Senior Software Engineer
10 19 (5.11%) Java Engineer
11 18 (4.84%) GCP Engineer
12 17 (4.57%) Senior Java Developer
12 17 (4.57%) Site Reliability Engineer
13 15 (4.03%) Site Engineer
14 13 (3.49%) Lead
15 12 (3.23%) Full-Stack Engineer
15 12 (3.23%) Solutions Architect
16 11 (2.96%) DBA
Libraries, Frameworks & Software Standards
1 113 (30.38%) Kafka
2 64 (17.20%) gRPC
3 63 (16.94%) RESTful
4 61 (16.40%) REST
5 46 (12.37%) Spring Boot
6 44 (11.83%) Elastic Stack
6 44 (11.83%) Node.js
6 44 (11.83%) Spring
7 32 (8.60%) .NET
8 28 (7.53%) React
9 22 (5.91%) AngularJS
10 20 (5.38%) OAuth
11 17 (4.57%) CSS
12 16 (4.30%) HTML
12 16 (4.30%) RabbitMQ
13 15 (4.03%) FIX Protocol
13 15 (4.03%) JWT
14 14 (3.76%) .NET Core
14 14 (3.76%) .NET Framework
15 12 (3.23%) JSON
Miscellaneous
1 90 (24.19%) Cloud Native
2 29 (7.80%) Public Cloud
3 26 (6.99%) Algorithms
4 17 (4.57%) Derivative
4 17 (4.57%) Onboarding
5 15 (4.03%) Data Structures
6 14 (3.76%) Foreign Exchange (FX)
7 12 (3.23%) Fixed Income
8 10 (2.69%) Product Ownership
9 9 (2.42%) Distributed Architecture
9 9 (2.42%) Equities
9 9 (2.42%) Replication
10 8 (2.15%) Equity Derivative
10 8 (2.15%) Legacy Systems
10 8 (2.15%) Virtual Team
11 7 (1.88%) Data Protection Act
12 6 (1.61%) Data Centre
13 5 (1.34%) Distributed Computing
13 5 (1.34%) Enterprise Software
13 5 (1.34%) Greenfield Project
Operating Systems
1 68 (18.28%) Linux
2 14 (3.76%) Unix
3 3 (0.81%) Ubuntu
4 2 (0.54%) Android
4 2 (0.54%) CentOS
5 1 (0.27%) Apple iOS
5 1 (0.27%) Debian
5 1 (0.27%) Red Hat Enterprise Linux
5 1 (0.27%) Windows
Processes & Methodologies
1 224 (60.22%) CI/CD
2 205 (55.11%) Microservices
3 147 (39.52%) DevOps
4 132 (35.48%) Software Engineering
5 125 (33.60%) Agile
5 125 (33.60%) Infrastructure as Code
6 105 (28.23%) Containerisation
7 67 (18.01%) Problem-Solving
8 66 (17.74%) Open Source
9 61 (16.40%) Observability
10 59 (15.86%) Computer Science
11 53 (14.25%) High Availability
12 48 (12.90%) Event-Driven
13 45 (12.10%) Clean Code
13 45 (12.10%) Test Automation
14 44 (11.83%) Continuous Integration
15 39 (10.48%) Event-Driven Architecture
16 38 (10.22%) Mentoring
17 37 (9.95%) Data Modelling
17 37 (9.95%) Root Cause Analysis
Programming Languages
1 162 (43.55%) Python
2 141 (37.90%) Java
3 116 (31.18%) Go
4 47 (12.63%) SQL
5 38 (10.22%) C#
6 28 (7.53%) TypeScript
7 26 (6.99%) C++
8 23 (6.18%) JavaScript
9 11 (2.96%) Bash
9 11 (2.96%) PowerShell
10 9 (2.42%) Shell Script
11 6 (1.61%) Rust
11 6 (1.61%) Scala
12 5 (1.34%) Groovy
13 4 (1.08%) C
14 3 (0.81%) Kotlin
14 3 (0.81%) PL/SQL
15 2 (0.54%) Bicep
15 2 (0.54%) DataWeave
15 2 (0.54%) Ruby
Qualifications
1 58 (15.59%) Degree
2 45 (12.10%) Computer Science Degree
3 44 (11.83%) Security Cleared
4 37 (9.95%) Master's Degree
5 36 (9.68%) SC Cleared
6 22 (5.91%) AWS Certification
7 12 (3.23%) AWS Certified Solutions Architect
8 8 (2.15%) Numerate Degree
9 6 (1.61%) AWS Certified DevOps Engineer
10 4 (1.08%) BPSS Clearance
10 4 (1.08%) Server+ Certification
11 3 (0.81%) AWS Certified Developer
12 2 (0.54%) ISTQB
12 2 (0.54%) ISTQB Foundation Certification
12 2 (0.54%) MCP
13 1 (0.27%) BC Cleared
13 1 (0.27%) CCIE
13 1 (0.27%) CCNP
13 1 (0.27%) Cisco Certification
13 1 (0.27%) Microsoft Certification
Quality Assurance & Compliance
1 21 (5.65%) QA
2 7 (1.88%) ISO 20022
3 5 (1.34%) Accessibility
3 5 (1.34%) PCI DSS
4 4 (1.08%) MiFID
4 4 (1.08%) SLA
5 3 (0.81%) Data Quality
5 3 (0.81%) IEC 61508
5 3 (0.81%) IEC 62304
5 3 (0.81%) ISO 26262
6 2 (0.54%) GDPR
6 2 (0.54%) HL7
7 1 (0.27%) Cyber Essentials
7 1 (0.27%) ISO/IEC 27001
7 1 (0.27%) NIST
System Software
1 177 (47.58%) Docker
2 3 (0.81%) VMware Infrastructure
3 2 (0.54%) Active Directory
3 2 (0.54%) Hyper-V
3 2 (0.54%) KVM
3 2 (0.54%) VMware NSX
4 1 (0.27%) Apache ZooKeeper
4 1 (0.27%) HDFS
4 1 (0.27%) Virtual Machines
Systems Management
1 178 (47.85%) Kubernetes
2 114 (30.65%) Terraform
3 73 (19.62%) Prometheus
4 72 (19.35%) Grafana
5 51 (13.71%) Ansible
6 13 (3.49%) ITRS Geneos
6 13 (3.49%) Kibana
7 10 (2.69%) logstash
8 3 (0.81%) Consul
8 3 (0.81%) Kiali
9 1 (0.27%) Apache Ranger
9 1 (0.27%) Control-M
9 1 (0.27%) Graphite
9 1 (0.27%) Hadoop YARN
9 1 (0.27%) Karpenter
9 1 (0.27%) Kubeflow
9 1 (0.27%) Progress Chef
9 1 (0.27%) Puppet
Vendors
1 43 (11.56%) Splunk
2 34 (9.14%) Google
3 18 (4.84%) Microsoft
4 13 (3.49%) Oracle
5 11 (2.96%) Solace
6 9 (2.42%) Dynatrace
7 8 (2.15%) Databricks
8 6 (1.61%) SAP
9 5 (1.34%) CA Agile Central
10 4 (1.08%) Portware
10 4 (1.08%) TIBCO
11 3 (0.81%) AppDynamics
11 3 (0.81%) Atlassian
11 3 (0.81%) MuleSoft
11 3 (0.81%) NVIDIA
11 3 (0.81%) VMware
12 2 (0.54%) Arista
12 2 (0.54%) Confluent
12 2 (0.54%) Refinitiv
12 2 (0.54%) Salesforce