Observability Contracts in England

Observability
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Observability skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Observability over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 263 346 450
Rank change year-on-year +83 +104 +147
Contract jobs citing Observability 234 198 206
As % of all contract jobs advertised in England 0.96% 0.53% 0.41%
As % of the Processes & Methodologies category 1.05% 0.62% 0.45%
Number of daily rates quoted 156 154 133
10th Percentile £400 £450 £450
25th Percentile £462 £505 £513
Median daily rate (50th Percentile) £574 £550 £625
Median % change year-on-year +4.32% -12.00% -3.85%
75th Percentile £678 £825 £850
90th Percentile £751 - £950
UK median daily rate £560 £550 £575
% change year-on-year +1.82% -4.35% -11.54%
Number of hourly rates quoted 1 1 3
10th Percentile - - £72.00
25th Percentile £39.25 £58.75 £74.25
Median hourly rate £44.50 £60.00 £78.00
Median % change year-on-year -25.83% -23.08% -
75th Percentile £49.75 £61.25 £84.00
90th Percentile - - £87.60
UK median hourly rate £57.25 £60.00 £78.00
% change year-on-year -4.58% -23.08% -

All Process and Methodology Skills
England

Observability falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Observability
Job Vacancy Trend in England

Job postings citing Observability as a proportion of all IT jobs advertised in England.

Job vacancy trend for Observability in England

Observability
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Observability in England.

Daily rate trend for Observability in England

Observability
Daily Rate Histogram in England

Daily rate distribution for jobs citing Observability in England over the 6 months to 1 May 2025.

Daily rate histogram for Observability in England

Observability
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Observability in England.

Hourly rate trend for Observability in England

Observability
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 Observability within the England region over the 6 months to 1 May 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 +48 143 £563 -2.17% 329
North of England +23 33 £713 +35.71% 81
Yorkshire +20 21 £725 +28.89% 26
South East +50 11 £350 -56.25% 88
Midlands +32 11 £537 - 23
West Midlands +23 10 £544 - 15
North West +7 10 £563 +7.40% 47
South West +28 5 £625 -21.88% 19
North East - 2 £750 - 8
East Midlands - 1 £358 - 6
East of England - 1 £420 - 17
Observability
UK

Observability
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 20 (8.55%) Apache Spark
2 15 (6.41%) nginx
3 12 (5.13%) Traefik
4 6 (2.56%) Confluence
5 5 (2.14%) Apache Airflow
6 4 (1.71%) Apache
7 3 (1.28%) JBoss
7 3 (1.28%) SAS
8 2 (0.85%) Jupyter
9 1 (0.43%) Alfresco
9 1 (0.43%) Camunda
9 1 (0.43%) MQSeries
Business Applications
1 3 (1.28%) Shopify
2 2 (0.85%) SAP BPC
3 1 (0.43%) Distributed Ledger
3 1 (0.43%) Remedy ITSM
Cloud Services
1 102 (43.59%) AWS
2 50 (21.37%) Azure
3 33 (14.10%) Amazon CloudWatch
3 33 (14.10%) GCP
4 30 (12.82%) GitHub
5 29 (12.39%) AWS CloudFormation
6 24 (10.26%) Datadog
6 24 (10.26%) Serverless
7 22 (9.40%) Azure DevOps
8 20 (8.55%) Azure AKS
9 19 (8.12%) Amazon ECS
9 19 (8.12%) AWS Fargate
10 18 (7.69%) GitHub Actions
11 17 (7.26%) AWS Lambda
11 17 (7.26%) Virtual Private Cloud
12 16 (6.84%) Entra ID
13 14 (5.98%) Amazon S3
13 14 (5.98%) OpenShift
13 14 (5.98%) SaaS
14 13 (5.56%) Azure Monitor
Communications & Networking
1 29 (12.39%) DNS
2 21 (8.97%) TCP/IP
3 9 (3.85%) Firewall
4 6 (2.56%) Network Security
5 5 (2.14%) DHCP
5 5 (2.14%) HTTP
5 5 (2.14%) Wireless
6 4 (1.71%) NAS
6 4 (1.71%) SAN
6 4 (1.71%) VLAN
7 3 (1.28%) Cisco Wireless
7 3 (1.28%) DOCSIS
7 3 (1.28%) LAN
7 3 (1.28%) WAN
7 3 (1.28%) Wi-Fi
7 3 (1.28%) WLAN
8 2 (0.85%) DSL
8 2 (0.85%) Internet
8 2 (0.85%) Remote Desktop
8 2 (0.85%) Telnet
Database & Business Intelligence
1 24 (10.26%) Elasticsearch
2 21 (8.97%) MongoDB
3 18 (7.69%) Hadoop
4 16 (6.84%) PostgreSQL
5 15 (6.41%) Big Data
6 13 (5.56%) NoSQL
7 12 (5.13%) Relational Database
8 7 (2.99%) MySQL
8 7 (2.99%) SQL Server
9 6 (2.56%) BigQuery
9 6 (2.56%) Data Warehouse
10 5 (2.14%) Data Lake
10 5 (2.14%) Looker
10 5 (2.14%) OLTP
11 4 (1.71%) Amazon Athena
12 3 (1.28%) Apache Iceberg
12 3 (1.28%) InfluxDB
12 3 (1.28%) OLAP
12 3 (1.28%) RDBMS
12 3 (1.28%) SAP BW
Development Applications
1 65 (27.78%) Jenkins
2 46 (19.66%) GitLab
3 17 (7.26%) JIRA
4 16 (6.84%) Git
5 7 (2.99%) Atlassian Bamboo
6 6 (2.56%) CircleCI
7 4 (1.71%) Bitbucket
7 4 (1.71%) JUnit
7 4 (1.71%) SonarQube
7 4 (1.71%) TeamCity
7 4 (1.71%) Terragrunt
8 3 (1.28%) Artifactory
8 3 (1.28%) Bitbucket Server
8 3 (1.28%) CA Release Automation
8 3 (1.28%) Sonatype Nexus
9 2 (0.85%) Cypress.io
9 2 (0.85%) Gradle
9 2 (0.85%) JMeter
9 2 (0.85%) Maven
9 2 (0.85%) MLflow
General
1 61 (26.07%) Social Skills
2 45 (19.23%) Finance
3 42 (17.95%) Banking
4 18 (7.69%) Analytical Skills
5 15 (6.41%) Public Sector
6 8 (3.42%) Telecoms
7 7 (2.99%) Presentation Skills
8 6 (2.56%) Marketing
8 6 (2.56%) Military
9 5 (2.14%) Documentation Skills
9 5 (2.14%) Electronics
9 5 (2.14%) Manufacturing
10 4 (1.71%) Investment Banking
10 4 (1.71%) Retail
11 3 (1.28%) Inclusion and Diversity
12 2 (0.85%) Financial Institution
12 2 (0.85%) Wholesale Banking
13 1 (0.43%) Advertising
13 1 (0.43%) Legal
13 1 (0.43%) Pharmaceutical
Job Titles
1 47 (20.09%) Senior
2 40 (17.09%) Architect
3 39 (16.67%) DevOps Engineer
4 19 (8.12%) Senior DevOps
5 18 (7.69%) Site Reliability Engineer
6 17 (7.26%) Developer
7 15 (6.41%) Senior DevOps Engineer
7 15 (6.41%) Site Engineer
8 14 (5.98%) Lead
9 13 (5.56%) Kubernetes Engineer
9 13 (5.56%) Solutions Architect
10 12 (5.13%) Data Engineer
11 11 (4.70%) AWS Engineer
11 11 (4.70%) Python Engineer
12 9 (3.85%) AWS DevOps
12 9 (3.85%) Platform Engineer
13 7 (2.99%) Automation Engineer
13 7 (2.99%) AWS Architect
14 6 (2.56%) Software Engineer
14 6 (2.56%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 41 (17.52%) OpenTelemetry
2 39 (16.67%) Kafka
3 18 (7.69%) Elastic Stack
3 18 (7.69%) REST
4 16 (6.84%) Keycloak
5 15 (6.41%) Spring
6 14 (5.98%) cloud-init
7 12 (5.13%) .NET
7 12 (5.13%) Spring Boot
8 11 (4.70%) AngularJS
9 10 (4.27%) AWS CDK
9 10 (4.27%) JSON
9 10 (4.27%) React
10 9 (3.85%) GraphQL
11 7 (2.99%) Node.js
11 7 (2.99%) YAML
12 6 (2.56%) FastAPI
12 6 (2.56%) HTML
12 6 (2.56%) SOAP
13 5 (2.14%) JPA
Miscellaneous
1 36 (15.38%) Cloud Native
2 18 (7.69%) PKI
3 15 (6.41%) Distributed Systems
4 13 (5.56%) Onboarding
4 13 (5.56%) Public Cloud
5 9 (3.85%) Hybrid Cloud
6 8 (3.42%) Product Ownership
7 6 (2.56%) Data Protection Act
7 6 (2.56%) Video\Live Streaming
8 4 (1.71%) Data Centre
8 4 (1.71%) EMC VMAX
8 4 (1.71%) Enterprise Storage
8 4 (1.71%) Legacy Applications
8 4 (1.71%) Private Cloud
8 4 (1.71%) Replication
8 4 (1.71%) Self-Motivation
9 3 (1.28%) Distributed Applications
9 3 (1.28%) Embedded Systems
9 3 (1.28%) Virtual Team
10 2 (0.85%) Mobile App
Operating Systems
1 67 (28.63%) Linux
2 37 (15.81%) Red Hat Enterprise Linux
3 23 (9.83%) Unix
4 15 (6.41%) CentOS
5 13 (5.56%) Windows
6 5 (2.14%) Android
7 2 (0.85%) Mac OS
8 1 (0.43%) Debian
8 1 (0.43%) Ubuntu
8 1 (0.43%) VMS
Processes & Methodologies
1 127 (54.27%) CI/CD
2 122 (52.14%) DevOps
3 92 (39.32%) Infrastructure as Code
4 61 (26.07%) Microservices
5 58 (24.79%) Agile
6 51 (21.79%) Site Reliability Engineering
7 48 (20.51%) Containerisation
7 48 (20.51%) Problem-Solving
8 41 (17.52%) Test Automation
9 31 (13.25%) Migration
10 29 (12.39%) Analytics
10 29 (12.39%) Software Engineering
11 27 (11.54%) Cloud Security
12 26 (11.11%) Stakeholder Management
13 25 (10.68%) Continuous Integration
14 21 (8.97%) Artificial Intelligence
14 21 (8.97%) Incident Response
15 20 (8.55%) Deployment Automation
15 20 (8.55%) Event-Driven
16 19 (8.12%) Mentoring
Programming Languages
1 88 (37.61%) Python
2 34 (14.53%) Go
2 34 (14.53%) Java
3 28 (11.97%) Bash
4 27 (11.54%) SQL
5 13 (5.56%) JavaScript
5 13 (5.56%) PowerShell
6 12 (5.13%) Bicep
7 11 (4.70%) C#
7 11 (4.70%) TypeScript
8 8 (3.42%) Kusto Query Language
9 3 (1.28%) C
9 3 (1.28%) C++
9 3 (1.28%) Perl
9 3 (1.28%) Scala
9 3 (1.28%) Shell Script
10 2 (0.85%) Groovy
10 2 (0.85%) Kotlin
10 2 (0.85%) Ruby
11 1 (0.43%) PHP
Qualifications
1 49 (20.94%) Security Cleared
2 38 (16.24%) SC Cleared
3 27 (11.54%) AWS Certification
4 10 (4.27%) Degree
5 7 (2.99%) AWS Certified Solutions Architect
6 6 (2.56%) DV Cleared
7 4 (1.71%) OCP
7 4 (1.71%) Oracle Certification
8 3 (1.28%) CCNP
8 3 (1.28%) Cisco Certification
8 3 (1.28%) CISSP
8 3 (1.28%) Computer Science Degree
8 3 (1.28%) Master's Degree
9 2 (0.85%) CCIE
9 2 (0.85%) CISM
9 2 (0.85%) ITIL Certification
10 1 (0.43%) BPSS Clearance
10 1 (0.43%) CEH
10 1 (0.43%) JNCIP
10 1 (0.43%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (5.98%) NCSC
2 9 (3.85%) QA
3 6 (2.56%) Data Quality
4 5 (2.14%) Accessibility
5 3 (1.28%) ISO/IEC 27001
5 3 (1.28%) SLA
6 2 (0.85%) GDPR
6 2 (0.85%) GRC
7 1 (0.43%) COBIT
7 1 (0.43%) Disclosure Scotland
7 1 (0.43%) HIPAA
7 1 (0.43%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.43%) SOC 2
7 1 (0.43%) WCAG
System Software
1 42 (17.95%) Docker
2 6 (2.56%) Active Directory
2 6 (2.56%) VMware Infrastructure
3 4 (1.71%) Veritas Cluster Server
4 3 (1.28%) Lustre
4 3 (1.28%) Virtual Machines
5 2 (0.85%) FreeRADIUS
5 2 (0.85%) HDFS
5 2 (0.85%) iptables
Systems Management
1 109 (46.58%) Kubernetes
2 104 (44.44%) Terraform
3 82 (35.04%) Grafana
4 60 (25.64%) Ansible
5 59 (25.21%) Prometheus
6 17 (7.26%) Packer
7 16 (6.84%) Consul
7 16 (6.84%) ZABBIX
8 15 (6.41%) Argo
8 15 (6.41%) HAProxy
8 15 (6.41%) Rancher
9 14 (5.98%) Istio
9 14 (5.98%) Jamf Pro
9 14 (5.98%) linkerd
10 9 (3.85%) Puppet
11 8 (3.42%) Progress Chef
12 6 (2.56%) Kibana
13 5 (2.14%) Podman
14 3 (1.28%) Karpenter
14 3 (1.28%) logstash
Vendors
1 62 (26.50%) Splunk
2 14 (5.98%) Dynatrace
2 14 (5.98%) Okta
3 13 (5.56%) Microsoft
3 13 (5.56%) Oracle
3 13 (5.56%) Red Hat
3 13 (5.56%) ServiceNow
4 12 (5.13%) Apple
4 12 (5.13%) ESET
5 11 (4.70%) AppDynamics
5 11 (4.70%) SAP
6 10 (4.27%) Google
7 9 (3.85%) VMware
8 8 (3.42%) Cisco
9 6 (2.56%) Fortinet
10 5 (2.14%) CheckPoint
10 5 (2.14%) F5
10 5 (2.14%) Infoblox
10 5 (2.14%) MuleSoft
11 4 (1.71%) New Relic