Observability Contracts

Observability
UK

The following table provides summary statistics for contract job vacancies with a requirement for Observability skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Observability over the 6 months to 6 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 350 457 630
Rank change year-on-year +107 +173 -9
Contract jobs citing Observability 235 268 238
As % of all contract jobs advertised in the UK 0.54% 0.45% 0.27%
As % of the Processes & Methodologies category 0.63% 0.50% 0.30%
Number of daily rates quoted 174 162 171
10th Percentile £425 £450 £495
25th Percentile £505 £500 £546
Median daily rate (50th Percentile) £550 £575 £650
Median % change year-on-year -4.35% -11.54% +20.37%
75th Percentile £825 £784 £738
90th Percentile - £950 £813
UK excluding London median daily rate £531 £538 £600
% change year-on-year -1.25% -10.33% +14.29%
Number of hourly rates quoted 1 4 0
10th Percentile - £72.75 -
25th Percentile £58.75 £76.13 -
Median hourly rate £60.00 £84.00 -
Median % change year-on-year -28.57% - -
75th Percentile £61.25 £90.00 -
90th Percentile - - -
UK excluding London median hourly rate £60.00 £78.00 -
% change year-on-year -23.08% - -

All Process and Methodology Skills
UK

Observability is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,480 53,073 80,381
As % of all contract IT jobs advertised in the UK 86.37% 89.85% 90.59%
Number of daily rates quoted 24,166 36,804 56,457
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +8.72%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +8.57%
Number of hourly rates quoted 2,447 1,751 1,910
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.50
Median hourly rate £35.96 £36.00 £25.00
Median % change year-on-year -0.11% +44.00% +2.04%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £37.50 £35.00 £20.00
% change year-on-year +7.14% +75.00% -6.98%

Observability
Job Vacancy Trend

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

Job vacancy trend for Observability in the UK

Observability
Contractor Daily Rate Trend

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

Daily rate trend for Observability in the UK

Observability
Daily Rate Histogram

Daily rate distribution for jobs citing Observability over the 6 months to 6 May 2024.

Daily rate histogram for Observability in the UK

Observability
Contractor Hourly Rate Trend

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

Hourly rate trend for Observability in the UK

Observability
Top 10 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Observability within the UK over the 6 months to 6 May 2024. 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
England +96 193 £550 -12.00% 116
London +133 134 £575 -28.13% 66
Work from Home +99 86 £550 +1.85% 59
UK excluding London +15 77 £531 -1.25% 55
North of England +33 26 £525 -4.55% 15
Scotland +28 23 £522 +4.40% 5
South West +28 22 £800 +77.78% 6
North West +39 16 £525 - 11
Yorkshire +14 10 £529 -3.86% 4
South East +19 6 £800 +7.56% 21

Observability
Co-occurring Skills and Capabilities 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 (8.94%) OpenStack
2 18 (7.66%) Confluence
3 5 (2.13%) SAS
4 2 (0.85%) Apache
4 2 (0.85%) nginx
5 1 (0.43%) Apache Airflow
5 1 (0.43%) Apache Spark
5 1 (0.43%) Strapi
Applications
1 1 (0.43%) Gliffy
Business Applications
1 2 (0.85%) Shopify
Cloud Services
1 85 (36.17%) AWS
2 34 (14.47%) Azure
3 30 (12.77%) Serverless
4 23 (9.79%) Amazon S3
5 22 (9.36%) AWS Lambda
6 21 (8.94%) OpenShift
7 18 (7.66%) Slack
8 15 (6.38%) AWS CloudFormation
9 14 (5.96%) Amazon EC2
9 14 (5.96%) GCP
10 13 (5.53%) Azure DevOps
10 13 (5.53%) GitHub
11 12 (5.11%) GitHub Actions
12 9 (3.83%) Amazon EKS
12 9 (3.83%) Amazon OpenSearch
13 7 (2.98%) Amazon SQS
14 6 (2.55%) Amazon ECS
14 6 (2.55%) Datadog
14 6 (2.55%) SaaS
15 5 (2.13%) Route 53
Communications & Networking
1 10 (4.26%) Firewall
1 10 (4.26%) SAN
2 9 (3.83%) Network Security
3 7 (2.98%) AMQP
3 7 (2.98%) DNS
4 6 (2.55%) NAS
5 5 (2.13%) Fibre Channel
5 5 (2.13%) iSCSI
6 4 (1.70%) HTTPS
7 3 (1.28%) SNMP
8 2 (0.85%) Cisco Nexus
8 2 (0.85%) FTP
8 2 (0.85%) Kerberos
8 2 (0.85%) WAN
8 2 (0.85%) Wireless
9 1 (0.43%) Cisco ISE
9 1 (0.43%) DSL
9 1 (0.43%) IPv4
Database & Business Intelligence
1 64 (27.23%) Elasticsearch
2 17 (7.23%) Amazon RDS
3 16 (6.81%) Relational Database
4 14 (5.96%) PostgreSQL
5 9 (3.83%) InfluxDB
6 6 (2.55%) MongoDB
7 5 (2.13%) MySQL
7 5 (2.13%) Redis
8 4 (1.70%) Big Data
8 4 (1.70%) DB2
8 4 (1.70%) Power BI
9 3 (1.28%) NoSQL
10 2 (0.85%) Amazon Redshift
10 2 (0.85%) DynamoDB
10 2 (0.85%) SQL Server
11 1 (0.43%) BigQuery
11 1 (0.43%) Bigtable
11 1 (0.43%) CockroachDB
11 1 (0.43%) Couchbase
11 1 (0.43%) Spark SQL
Development Applications
1 68 (28.94%) Jenkins
2 22 (9.36%) Git
3 18 (7.66%) JIRA
4 12 (5.11%) GitLab
5 8 (3.40%) JUnit
6 7 (2.98%) Artifactory
7 5 (2.13%) SonarQube
8 4 (1.70%) Cucumber
9 3 (1.28%) CircleCI
9 3 (1.28%) Hamcrest
10 2 (0.85%) Cypress.io
10 2 (0.85%) Mocha
10 2 (0.85%) Sonatype Nexus
10 2 (0.85%) TestCafe
11 1 (0.43%) Atlassian Bamboo
11 1 (0.43%) GoCD
11 1 (0.43%) Jaeger
11 1 (0.43%) Pa11y
11 1 (0.43%) Spinnaker
General
1 31 (13.19%) Finance
2 28 (11.91%) Social Skills
3 27 (11.49%) Banking
4 14 (5.96%) Public Sector
5 10 (4.26%) Analytical Skills
6 7 (2.98%) Investment Banking
7 5 (2.13%) Retail
8 3 (1.28%) Marketing
9 1 (0.43%) Aerospace
9 1 (0.43%) Dutch Language
9 1 (0.43%) Health Technology
9 1 (0.43%) Influencing Skills
9 1 (0.43%) Legal
9 1 (0.43%) Organisational Skills
9 1 (0.43%) Retail Banking
9 1 (0.43%) Tech for Good
Job Titles
1 39 (16.60%) Developer
2 37 (15.74%) Architect
3 36 (15.32%) Senior
3 36 (15.32%) SIEM Engineer
4 33 (14.04%) DevOps Engineer
5 27 (11.49%) Java Developer
6 24 (10.21%) Site Reliability Engineer
7 17 (7.23%) Lead
7 17 (7.23%) Site Engineer
8 12 (5.11%) AWS Engineer
8 12 (5.11%) SC Cleared Java Developer
9 11 (4.68%) AWS DevOps
10 10 (4.26%) AWS DevOps Engineer
10 10 (4.26%) Azure Engineer
10 10 (4.26%) Linux Engineer
11 9 (3.83%) Consultant
11 9 (3.83%) Python Engineer
12 8 (3.40%) Solutions Architect
12 8 (3.40%) Technical Leader
13 7 (2.98%) VMware Architect
Libraries, Frameworks & Software Standards
1 37 (15.74%) REST
2 33 (14.04%) Elastic Stack
3 32 (13.62%) Spring
4 31 (13.19%) Spring Boot
5 27 (11.49%) Hibernate
5 27 (11.49%) JPA
5 27 (11.49%) Spring Security
6 13 (5.53%) Kafka
7 12 (5.11%) React
8 10 (4.26%) RabbitMQ
9 9 (3.83%) Node.js
10 8 (3.40%) AWS CDK
11 5 (2.13%) .NET
11 5 (2.13%) Flash
11 5 (2.13%) POSIX
12 4 (1.70%) GraphQL
12 4 (1.70%) Laravel
12 4 (1.70%) OAuth
12 4 (1.70%) OAuth2
12 4 (1.70%) RESTful
Miscellaneous
1 22 (9.36%) Onboarding
2 18 (7.66%) Cloud Native
3 11 (4.68%) Distributed Systems
4 10 (4.26%) Distributed Computing
4 10 (4.26%) Linux Command Line
5 6 (2.55%) Data Protection Act
5 6 (2.55%) Product Ownership
6 5 (2.13%) Data Centre
6 5 (2.13%) NVMe
7 4 (1.70%) Client/Server
7 4 (1.70%) Foreign Exchange (FX)
8 3 (1.28%) Greenfield Project
9 2 (0.85%) Data Structures
9 2 (0.85%) Distributed Applications
9 2 (0.85%) Private Cloud
9 2 (0.85%) Public Cloud
10 1 (0.43%) Cloud Security Posture
10 1 (0.43%) Distributed Architecture
10 1 (0.43%) Legacy Applications
10 1 (0.43%) Security Posture
Operating Systems
1 61 (25.96%) Linux
2 29 (12.34%) Red Hat Enterprise Linux
3 21 (8.94%) CentOS
4 16 (6.81%) Unix
5 14 (5.96%) Windows
6 7 (2.98%) Windows Server
7 5 (2.13%) Ubuntu
8 4 (1.70%) Data ONTAP
Processes & Methodologies
1 109 (46.38%) CI/CD
2 93 (39.57%) DevOps
3 84 (35.74%) Agile
4 63 (26.81%) Infrastructure as Code
5 46 (19.57%) Microservices
6 45 (19.15%) Site Reliability Engineering
7 40 (17.02%) SIEM
8 28 (11.91%) Test Automation
9 24 (10.21%) Problem-Solving
10 22 (9.36%) Front End Development
10 22 (9.36%) High Availability
11 19 (8.09%) Software Engineering
12 17 (7.23%) Design Patterns
12 17 (7.23%) Scrum
13 15 (6.38%) Event-Driven
14 14 (5.96%) Cloud Security
14 14 (5.96%) Containerisation
14 14 (5.96%) Data Protection
14 14 (5.96%) Roadmaps
14 14 (5.96%) Technology Strategy
Programming Languages
1 85 (36.17%) Python
2 64 (27.23%) Java
3 26 (11.06%) Shell Script
4 23 (9.79%) Go
5 17 (7.23%) SQL
6 14 (5.96%) TypeScript
7 13 (5.53%) Bash
8 10 (4.26%) Perl
8 10 (4.26%) PowerShell
9 8 (3.40%) JavaScript
10 5 (2.13%) Scala
11 4 (1.70%) C
11 4 (1.70%) Groovy
12 3 (1.28%) C#
12 3 (1.28%) Kotlin
13 2 (0.85%) Bicep
14 1 (0.43%) C++
Qualifications
1 96 (40.85%) Security Cleared
2 48 (20.43%) SC Cleared
3 46 (19.57%) DV Cleared
4 6 (2.55%) Degree
5 5 (2.13%) Computer Science Degree
6 3 (1.28%) AWS Certification
7 2 (0.85%) BPSS Clearance
8 1 (0.43%) AWS Certified Cloud Practitioner
8 1 (0.43%) Azure Certification
8 1 (0.43%) Master's Degree
Quality Assurance & Compliance
1 8 (3.40%) Data Quality
2 7 (2.98%) QA
3 2 (0.85%) Accessibility
3 2 (0.85%) Cyber Essentials
3 2 (0.85%) ISO/IEC 27001
System Software
1 36 (15.32%) Docker
2 14 (5.96%) Virtual Machines
3 5 (2.13%) NFS
4 4 (1.70%) Active Directory
4 4 (1.70%) GPFS
5 1 (0.43%) Hyper-V
Systems Management
1 64 (27.23%) Grafana
2 62 (26.38%) Terraform
3 59 (25.11%) Kubernetes
4 57 (24.26%) Ansible
5 55 (23.40%) Prometheus
6 32 (13.62%) Kibana
7 24 (10.21%) logstash
8 11 (4.68%) Progress Chef
9 6 (2.55%) Opsgenie
10 5 (2.13%) Docker Swarm
10 5 (2.13%) Istio
11 4 (1.70%) NetBackup
11 4 (1.70%) Puppet
11 4 (1.70%) Single Sign-On
11 4 (1.70%) Veritas Storage Foundation
12 3 (1.28%) Consul
12 3 (1.28%) Packer
13 2 (0.85%) Argo
14 1 (0.43%) CASB
14 1 (0.43%) QRadar
Vendors
1 21 (8.94%) Red Hat
2 20 (8.51%) Splunk
3 16 (6.81%) Amdocs
4 14 (5.96%) Dynatrace
5 11 (4.68%) Microsoft
6 9 (3.83%) VMware
7 8 (3.40%) Google
7 8 (3.40%) Veritas
8 7 (2.98%) Adobe
8 7 (2.98%) New Relic
8 7 (2.98%) Salesforce
8 7 (2.98%) SAP
9 6 (2.55%) PagerDuty
10 5 (2.13%) IBM
11 4 (1.70%) Brocade
11 4 (1.70%) EMC
11 4 (1.70%) NetApp
11 4 (1.70%) Sybase
12 3 (1.28%) Cisco
12 3 (1.28%) Oracle