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 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 234 366 466
Rank change year-on-year +132 +100 +114
Contract jobs citing Observability 268 177 181
As % of all contract jobs advertised in England 1.12% 0.48% 0.38%
As % of the Processes & Methodologies category 1.23% 0.56% 0.42%
Number of daily rates quoted 171 129 111
10th Percentile £400 £469 £450
25th Percentile £463 £513 £510
Median daily rate (50th Percentile) £570 £563 £688
Median % change year-on-year +1.33% -18.18% +1.85%
75th Percentile £656 £750 £950
90th Percentile £775 £825 £1,000
UK median daily rate £550 £560 £625
% change year-on-year -1.79% -10.40% -7.41%
Number of hourly rates quoted 2 1 5
10th Percentile £42.68 - £73.50
25th Percentile £47.81 £58.75 £78.00
Median hourly rate £61.75 £60.00 £90.00
Median % change year-on-year +2.92% -33.33% -
75th Percentile £75.81 £61.25 -
90th Percentile £81.03 - -
UK median hourly rate £70.00 £60.00 £90.00
% change year-on-year +16.67% -33.33% -

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 21,854 31,539 42,849
As % of all contract IT jobs advertised in England 91.29% 85.92% 90.01%
Number of daily rates quoted 14,225 20,657 30,069
10th Percentile £305 £300 £325
25th Percentile £410 £413 £446
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +1.85%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £767
UK median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% +2.33%
Number of hourly rates quoted 952 2,292 1,514
10th Percentile £14.20 £12.84 £10.63
25th Percentile £17.87 £16.00 £15.75
Median hourly rate £28.00 £37.18 £37.32
Median % change year-on-year -24.69% -0.38% +49.28%
75th Percentile £60.00 £61.30 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £27.50 £36.50 £36.13
% change year-on-year -24.66% +1.04% +40.67%

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 29 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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Observability in England over the 6 months to 29 May 2025.

Hourly rate histogram 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 29 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 +84 161 £573 -4.58% 630
North of England +12 32 £618 +17.62% 806
Yorkshire +15 21 £700 +33.33% 322
South East +56 15 £459 -14.60% 983
Midlands - 14 £544 - 644
West Midlands - 13 £550 - 341
North West +3 11 £402 -23.43% 389
South West +32 6 £613 +11.36% 410
East of England - 6 £690 - 517
East Midlands - 1 £358 - 261
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 21 (7.84%) Apache Spark
2 6 (2.24%) Confluence
3 4 (1.49%) Apache
3 4 (1.49%) JBoss
3 4 (1.49%) nginx
4 3 (1.12%) Apache Airflow
4 3 (1.12%) SAS
5 2 (0.75%) Alfresco
5 2 (0.75%) Camunda
5 2 (0.75%) Jupyter
5 2 (0.75%) Traefik
6 1 (0.37%) IBM HTTP Server
Applications
1 1 (0.37%) Chatbot
1 1 (0.37%) Microsoft Excel
1 1 (0.37%) Microsoft Office
1 1 (0.37%) Microsoft PowerPoint
Business Applications
1 4 (1.49%) Shopify
2 3 (1.12%) SAP S/4HANA
3 2 (0.75%) Remedy ITSM
3 2 (0.75%) SAP BPC
3 2 (0.75%) SAP PM
4 1 (0.37%) Distributed Ledger
Cloud Services
1 106 (39.55%) AWS
2 59 (22.01%) Azure
3 41 (15.30%) GitHub
4 40 (14.93%) Serverless
5 36 (13.43%) GCP
6 34 (12.69%) Datadog
7 27 (10.07%) AWS Lambda
8 25 (9.33%) AWS CloudFormation
8 25 (9.33%) Azure DevOps
8 25 (9.33%) GitHub Actions
9 24 (8.96%) Azure AKS
10 23 (8.58%) Amazon CloudWatch
11 19 (7.09%) Amazon S3
12 17 (6.34%) SaaS
13 16 (5.97%) Azure Monitor
13 16 (5.97%) Google Kubernetes Engine
14 13 (4.85%) Amazon ECS
14 13 (4.85%) PaaS
15 12 (4.48%) OpenShift
16 11 (4.10%) Amazon EKS
Communications & Networking
1 18 (6.72%) DNS
2 12 (4.48%) Firewall
3 9 (3.36%) TCP/IP
4 6 (2.24%) HTTP
4 6 (2.24%) Network Security
5 5 (1.87%) SSL
6 4 (1.49%) Internet
6 4 (1.49%) LAN
6 4 (1.49%) NAS
6 4 (1.49%) SAN
6 4 (1.49%) SNMP
7 3 (1.12%) SMS
7 3 (1.12%) VPN
8 2 (0.75%) DHCP
8 2 (0.75%) DSL
8 2 (0.75%) FTP
8 2 (0.75%) HTTPS
8 2 (0.75%) SMTP
8 2 (0.75%) WAN
8 2 (0.75%) WLAN
Database & Business Intelligence
1 27 (10.07%) Elasticsearch
2 22 (8.21%) PostgreSQL
3 18 (6.72%) Hadoop
3 18 (6.72%) NoSQL
4 17 (6.34%) Relational Database
5 16 (5.97%) Big Data
6 11 (4.10%) MongoDB
7 8 (2.99%) MySQL
7 8 (2.99%) SQL Server
8 7 (2.61%) Data Lake
8 7 (2.61%) DynamoDB
8 7 (2.61%) Power BI
9 6 (2.24%) Azure SQL Database
9 6 (2.24%) Data Warehouse
10 5 (1.87%) Amazon RDS
10 5 (1.87%) OLTP
10 5 (1.87%) Oracle Database
11 4 (1.49%) BigQuery
11 4 (1.49%) Delta Lake
11 4 (1.49%) RDBMS
Development Applications
1 63 (23.51%) Jenkins
2 36 (13.43%) GitLab
3 28 (10.45%) Git
4 21 (7.84%) JIRA
5 9 (3.36%) CircleCI
6 8 (2.99%) Atlassian Bamboo
6 8 (2.99%) Bitbucket
7 7 (2.61%) Sonatype Nexus
8 6 (2.24%) Artifactory
9 5 (1.87%) JUnit
9 5 (1.87%) SonarQube
9 5 (1.87%) TeamCity
9 5 (1.87%) Terragrunt
10 4 (1.49%) Bitbucket Server
10 4 (1.49%) CA Release Automation
10 4 (1.49%) Cypress.io
11 2 (0.75%) Gradle
11 2 (0.75%) Maven
11 2 (0.75%) PROIV
11 2 (0.75%) webpack
General
1 71 (26.49%) Social Skills
2 53 (19.78%) Finance
3 49 (18.28%) Banking
4 23 (8.58%) Analytical Skills
5 16 (5.97%) Public Sector
6 8 (2.99%) Presentation Skills
6 8 (2.99%) Retail
7 7 (2.61%) Investment Banking
7 7 (2.61%) Marketing
7 7 (2.61%) Telecoms
8 5 (1.87%) Documentation Skills
8 5 (1.87%) Electronics
8 5 (1.87%) Manufacturing
9 4 (1.49%) Military
10 2 (0.75%) Financial Institution
10 2 (0.75%) Inclusion and Diversity
10 2 (0.75%) Wholesale Banking
11 1 (0.37%) Advertising
11 1 (0.37%) Influencing Skills
11 1 (0.37%) Pharmaceutical
Job Titles
1 54 (20.15%) Architect
2 48 (17.91%) Senior
3 35 (13.06%) DevOps Engineer
4 23 (8.58%) Developer
5 21 (7.84%) Site Reliability Engineer
6 19 (7.09%) Site Engineer
7 15 (5.60%) Lead
7 15 (5.60%) Solutions Architect
8 14 (5.22%) AWS Engineer
8 14 (5.22%) Kubernetes Engineer
9 12 (4.48%) Software Engineer
10 11 (4.10%) Data Engineer
10 11 (4.10%) Python Engineer
11 10 (3.73%) Senior DevOps
11 10 (3.73%) Senior DevOps Engineer
12 9 (3.36%) AWS DevOps
12 9 (3.36%) Platform Engineer
12 9 (3.36%) Splunk Engineer
13 8 (2.99%) Data Architect
13 8 (2.99%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 49 (18.28%) OpenTelemetry
2 31 (11.57%) Kafka
3 25 (9.33%) REST
4 20 (7.46%) Spring
5 17 (6.34%) Elastic Stack
5 17 (6.34%) JSON
6 16 (5.97%) Spring Boot
7 15 (5.60%) AngularJS
7 15 (5.60%) GraphQL
8 13 (4.85%) .NET
8 13 (4.85%) React
9 12 (4.48%) Node.js
10 10 (3.73%) AWS CDK
10 10 (3.73%) HTML
10 10 (3.73%) XML
11 7 (2.61%) FastAPI
11 7 (2.61%) OAuth
11 7 (2.61%) SOAP
11 7 (2.61%) YAML
12 6 (2.24%) JPA
Miscellaneous
1 44 (16.42%) Cloud Native
2 20 (7.46%) Distributed Systems
3 15 (5.60%) Onboarding
4 13 (4.85%) Public Cloud
5 10 (3.73%) Hybrid Cloud
5 10 (3.73%) Product Ownership
6 8 (2.99%) PKI
7 6 (2.24%) Data Protection Act
7 6 (2.24%) Mobile App
8 5 (1.87%) Data Centre
8 5 (1.87%) Foreign Exchange (FX)
9 4 (1.49%) EMC VMAX
9 4 (1.49%) Enterprise Storage
9 4 (1.49%) Legacy Applications
9 4 (1.49%) Private Cloud
9 4 (1.49%) Self-Motivation
10 3 (1.12%) Distributed Applications
10 3 (1.12%) Enterprise Cloud
10 3 (1.12%) Management Information System
10 3 (1.12%) Video\Live Streaming
Operating Systems
1 57 (21.27%) Linux
2 27 (10.07%) Red Hat Enterprise Linux
3 15 (5.60%) Windows
4 13 (4.85%) Unix
5 8 (2.99%) Android
6 2 (0.75%) CentOS
6 2 (0.75%) Mac OS
7 1 (0.37%) AIX
7 1 (0.37%) Debian
7 1 (0.37%) Ubuntu
7 1 (0.37%) VMS
Processes & Methodologies
1 142 (52.99%) CI/CD
2 135 (50.37%) DevOps
3 100 (37.31%) Infrastructure as Code
4 72 (26.87%) Microservices
5 67 (25.00%) Agile
6 60 (22.39%) Containerisation
6 60 (22.39%) Problem-Solving
6 60 (22.39%) Site Reliability Engineering
7 47 (17.54%) Test Automation
8 40 (14.93%) Migration
9 38 (14.18%) Analytics
10 35 (13.06%) Software Engineering
11 30 (11.19%) Stakeholder Management
12 29 (10.82%) Incident Response
13 28 (10.45%) Event-Driven
14 26 (9.70%) Artificial Intelligence
14 26 (9.70%) Deployment Automation
15 24 (8.96%) Mentoring
16 22 (8.21%) High Availability
17 21 (7.84%) Design Patterns
Programming Languages
1 91 (33.96%) Python
2 41 (15.30%) Java
3 33 (12.31%) SQL
4 19 (7.09%) Go
4 19 (7.09%) TypeScript
5 18 (6.72%) Bash
5 18 (6.72%) Bicep
6 16 (5.97%) JavaScript
7 15 (5.60%) PowerShell
8 11 (4.10%) C#
9 10 (3.73%) Kusto Query Language
10 7 (2.61%) Kotlin
10 7 (2.61%) Shell Script
11 4 (1.49%) Perl
12 3 (1.12%) CodeQL
12 3 (1.12%) Scala
13 2 (0.75%) C
13 2 (0.75%) C++
13 2 (0.75%) Groovy
13 2 (0.75%) Ruby
Qualifications
1 47 (17.54%) Security Cleared
2 37 (13.81%) SC Cleared
3 17 (6.34%) AWS Certification
4 14 (5.22%) Degree
5 9 (3.36%) AWS Certified Solutions Architect
6 5 (1.87%) Computer Science Degree
6 5 (1.87%) DV Cleared
7 4 (1.49%) Cisco Certification
7 4 (1.49%) OCP
7 4 (1.49%) Oracle Certification
8 3 (1.12%) CCIE
8 3 (1.12%) CCNP
8 3 (1.12%) CISSP
8 3 (1.12%) Master's Degree
9 2 (0.75%) APMG
9 2 (0.75%) AWS Certified DevOps Engineer
9 2 (0.75%) Azure Certification
9 2 (0.75%) CISM
10 1 (0.37%) ITIL Certification
10 1 (0.37%) Microsoft Certification
Quality Assurance & Compliance
1 11 (4.10%) QA
2 9 (3.36%) Accessibility
3 7 (2.61%) Data Quality
3 7 (2.61%) GDPR
4 6 (2.24%) ISO/IEC 27001
5 4 (1.49%) SLA
6 3 (1.12%) SOC 2
7 2 (0.75%) Actionable Recommendations
7 2 (0.75%) GRC
7 2 (0.75%) NCSC
7 2 (0.75%) NIST
7 2 (0.75%) WCAG
8 1 (0.37%) COBIT
8 1 (0.37%) HL7
System Software
1 55 (20.52%) Docker
2 7 (2.61%) Active Directory
3 6 (2.24%) VMware Infrastructure
4 4 (1.49%) Veritas Cluster Server
5 3 (1.12%) Lustre
5 3 (1.12%) Virtual Machines
6 2 (0.75%) FreeRADIUS
6 2 (0.75%) HDFS
6 2 (0.75%) iptables
Systems Management
1 122 (45.52%) Kubernetes
2 110 (41.04%) Terraform
3 84 (31.34%) Grafana
4 63 (23.51%) Ansible
5 61 (22.76%) Prometheus
6 18 (6.72%) Argo
7 10 (3.73%) Kibana
7 10 (3.73%) Puppet
8 7 (2.61%) Progress Chef
9 5 (1.87%) Podman
10 4 (1.49%) Consul
10 4 (1.49%) HAProxy
10 4 (1.49%) logstash
10 4 (1.49%) Packer
10 4 (1.49%) ZABBIX
11 3 (1.12%) Istio
11 3 (1.12%) Karpenter
12 2 (0.75%) Active Directory Federation Services
12 2 (0.75%) Kustomize
12 2 (0.75%) Proxmox
Vendors
1 64 (23.88%) Splunk
2 24 (8.96%) Dynatrace
3 18 (6.72%) Microsoft
4 17 (6.34%) SAP
5 15 (5.60%) Oracle
5 15 (5.60%) Red Hat
6 14 (5.22%) Google
6 14 (5.22%) ServiceNow
7 12 (4.48%) AppDynamics
8 9 (3.36%) VMware
9 6 (2.24%) Cisco
10 5 (1.87%) Fortinet
10 5 (1.87%) MuleSoft
11 4 (1.49%) Adobe
11 4 (1.49%) Cloudera
11 4 (1.49%) F5
11 4 (1.49%) IBM
11 4 (1.49%) Infoblox
11 4 (1.49%) PagerDuty
11 4 (1.49%) Sitecore