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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 369 457 630
Rank change year-on-year +88 +173 -7
Contract jobs citing Observability 234 268 234
As % of all contract jobs advertised in the UK 0.54% 0.45% 0.26%
As % of the Processes & Methodologies category 0.63% 0.50% 0.29%
Number of daily rates quoted 173 162 169
10th Percentile £425 £450 £494
25th Percentile £505 £500 £545
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 37,268 53,074 80,383
As % of all contract IT jobs advertised in the UK 86.35% 89.85% 90.59%
Number of daily rates quoted 24,016 36,805 56,451
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 2,439 1,749 1,911
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.50
Median hourly rate £35.95 £35.80 £25.00
Median % change year-on-year +0.42% +43.20% +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 5 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 5 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 +104 192 £550 -12.00% 153
London +132 133 £575 -28.13% 97
Work from Home +97 86 £550 +1.85% 68
UK excluding London +14 77 £531 -1.25% 63
North of England +38 26 £525 -4.55% 17
Scotland +30 23 £522 +4.40% 6
South West +28 22 £800 +77.78% 6
North West +40 16 £525 - 11
Yorkshire +13 10 £529 -3.86% 6
South East +20 6 £800 +7.56% 23

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 (8.97%) OpenStack
2 18 (7.69%) Confluence
3 5 (2.14%) SAS
4 2 (0.85%) Apache
5 1 (0.43%) Apache Airflow
5 1 (0.43%) Apache Spark
5 1 (0.43%) nginx
5 1 (0.43%) Strapi
Applications
1 1 (0.43%) Gliffy
Business Applications
1 2 (0.85%) Shopify
Cloud Services
1 84 (35.90%) AWS
2 34 (14.53%) Azure
3 29 (12.39%) Serverless
4 23 (9.83%) Amazon S3
5 21 (8.97%) AWS Lambda
5 21 (8.97%) OpenShift
6 18 (7.69%) Slack
7 15 (6.41%) AWS CloudFormation
8 14 (5.98%) Amazon EC2
9 13 (5.56%) Azure DevOps
9 13 (5.56%) GCP
9 13 (5.56%) GitHub
10 12 (5.13%) GitHub Actions
11 9 (3.85%) Amazon EKS
11 9 (3.85%) Amazon OpenSearch
12 7 (2.99%) Amazon SQS
13 6 (2.56%) Amazon ECS
13 6 (2.56%) Datadog
13 6 (2.56%) SaaS
14 5 (2.14%) Route 53
Communications & Networking
1 10 (4.27%) Firewall
1 10 (4.27%) SAN
2 9 (3.85%) Network Security
3 7 (2.99%) DNS
4 6 (2.56%) AMQP
4 6 (2.56%) NAS
5 5 (2.14%) Fibre Channel
5 5 (2.14%) iSCSI
6 4 (1.71%) 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 (27.35%) Elasticsearch
2 17 (7.26%) Amazon RDS
3 15 (6.41%) Relational Database
4 14 (5.98%) PostgreSQL
5 9 (3.85%) InfluxDB
6 5 (2.14%) MongoDB
6 5 (2.14%) MySQL
6 5 (2.14%) Redis
7 4 (1.71%) Big Data
7 4 (1.71%) DB2
7 4 (1.71%) Power BI
8 3 (1.28%) NoSQL
9 2 (0.85%) Amazon Redshift
9 2 (0.85%) DynamoDB
9 2 (0.85%) SQL Server
10 1 (0.43%) BigQuery
10 1 (0.43%) Bigtable
10 1 (0.43%) CockroachDB
10 1 (0.43%) Couchbase
10 1 (0.43%) Spark SQL
Development Applications
1 68 (29.06%) Jenkins
2 22 (9.40%) Git
3 18 (7.69%) JIRA
4 12 (5.13%) GitLab
5 8 (3.42%) JUnit
6 7 (2.99%) Artifactory
7 5 (2.14%) SonarQube
8 4 (1.71%) Cucumber
9 3 (1.28%) CircleCI
9 3 (1.28%) Hamcrest
10 2 (0.85%) Sonatype Nexus
10 2 (0.85%) TestCafe
11 1 (0.43%) Atlassian Bamboo
11 1 (0.43%) Cypress.io
11 1 (0.43%) GoCD
11 1 (0.43%) Jaeger
11 1 (0.43%) Mocha
11 1 (0.43%) Pa11y
11 1 (0.43%) Spinnaker
General
1 30 (12.82%) Finance
2 28 (11.97%) Social Skills
3 26 (11.11%) Banking
4 14 (5.98%) Public Sector
5 10 (4.27%) Analytical Skills
6 6 (2.56%) Investment Banking
7 5 (2.14%) 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 (16.67%) Developer
2 37 (15.81%) Architect
3 36 (15.38%) SIEM Engineer
4 35 (14.96%) Senior
5 33 (14.10%) DevOps Engineer
6 27 (11.54%) Java Developer
7 24 (10.26%) Site Reliability Engineer
8 17 (7.26%) Lead
8 17 (7.26%) Site Engineer
9 12 (5.13%) AWS Engineer
9 12 (5.13%) SC Cleared Java Developer
10 11 (4.70%) AWS DevOps
11 10 (4.27%) AWS DevOps Engineer
11 10 (4.27%) Azure Engineer
11 10 (4.27%) Linux Engineer
12 9 (3.85%) Consultant
12 9 (3.85%) Python Engineer
13 8 (3.42%) Solutions Architect
13 8 (3.42%) Technical Leader
14 7 (2.99%) VMware Architect
Libraries, Frameworks & Software Standards
1 37 (15.81%) REST
2 33 (14.10%) Elastic Stack
3 32 (13.68%) Spring
4 31 (13.25%) Spring Boot
5 27 (11.54%) Hibernate
5 27 (11.54%) JPA
5 27 (11.54%) Spring Security
6 12 (5.13%) Kafka
7 11 (4.70%) React
8 9 (3.85%) RabbitMQ
9 8 (3.42%) AWS CDK
9 8 (3.42%) Node.js
10 5 (2.14%) Flash
10 5 (2.14%) POSIX
11 4 (1.71%) .NET
11 4 (1.71%) Laravel
11 4 (1.71%) RESTful
12 3 (1.28%) OAuth
12 3 (1.28%) OAuth2
12 3 (1.28%) Protocol Buffers
Miscellaneous
1 22 (9.40%) Onboarding
2 18 (7.69%) Cloud Native
3 11 (4.70%) Distributed Systems
4 10 (4.27%) Distributed Computing
4 10 (4.27%) Linux Command Line
5 6 (2.56%) Data Protection Act
6 5 (2.14%) Data Centre
6 5 (2.14%) NVMe
6 5 (2.14%) Product Ownership
7 4 (1.71%) Client/Server
7 4 (1.71%) Foreign Exchange (FX)
8 2 (0.85%) Data Structures
8 2 (0.85%) Distributed Applications
8 2 (0.85%) Greenfield Project
8 2 (0.85%) Private Cloud
8 2 (0.85%) Public Cloud
9 1 (0.43%) Cloud Security Posture
9 1 (0.43%) Distributed Architecture
9 1 (0.43%) Legacy Applications
9 1 (0.43%) Security Posture
Operating Systems
1 61 (26.07%) Linux
2 29 (12.39%) Red Hat Enterprise Linux
3 21 (8.97%) CentOS
4 16 (6.84%) Unix
5 14 (5.98%) Windows
6 7 (2.99%) Windows Server
7 5 (2.14%) Ubuntu
8 4 (1.71%) Data ONTAP
Processes & Methodologies
1 109 (46.58%) CI/CD
2 93 (39.74%) DevOps
3 83 (35.47%) Agile
4 63 (26.92%) Infrastructure as Code
5 45 (19.23%) Microservices
5 45 (19.23%) Site Reliability Engineering
6 40 (17.09%) SIEM
7 28 (11.97%) Test Automation
8 24 (10.26%) Problem-Solving
9 22 (9.40%) Front End Development
9 22 (9.40%) High Availability
10 18 (7.69%) Software Engineering
11 17 (7.26%) Design Patterns
11 17 (7.26%) Scrum
12 14 (5.98%) Cloud Security
12 14 (5.98%) Containerisation
12 14 (5.98%) Data Protection
12 14 (5.98%) Event-Driven
12 14 (5.98%) Roadmaps
12 14 (5.98%) Technology Strategy
Programming Languages
1 85 (36.32%) Python
2 63 (26.92%) Java
3 26 (11.11%) Shell Script
4 23 (9.83%) Go
5 17 (7.26%) SQL
6 13 (5.56%) Bash
6 13 (5.56%) TypeScript
7 10 (4.27%) Perl
7 10 (4.27%) PowerShell
8 7 (2.99%) JavaScript
9 5 (2.14%) Scala
10 4 (1.71%) C
10 4 (1.71%) Groovy
11 3 (1.28%) C#
12 2 (0.85%) Bicep
12 2 (0.85%) Kotlin
13 1 (0.43%) C++
Qualifications
1 96 (41.03%) Security Cleared
2 48 (20.51%) SC Cleared
3 46 (19.66%) DV Cleared
4 6 (2.56%) Degree
5 5 (2.14%) 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 (3.42%) Data Quality
2 7 (2.99%) QA
3 2 (0.85%) Accessibility
4 1 (0.43%) Cyber Essentials
4 1 (0.43%) ISO/IEC 27001
System Software
1 35 (14.96%) Docker
2 14 (5.98%) Virtual Machines
3 5 (2.14%) NFS
4 4 (1.71%) Active Directory
4 4 (1.71%) GPFS
5 1 (0.43%) Hyper-V
Systems Management
1 63 (26.92%) Grafana
2 62 (26.50%) Terraform
3 58 (24.79%) Kubernetes
4 57 (24.36%) Ansible
5 54 (23.08%) Prometheus
6 32 (13.68%) Kibana
7 24 (10.26%) logstash
8 11 (4.70%) Progress Chef
9 6 (2.56%) Opsgenie
10 5 (2.14%) Docker Swarm
10 5 (2.14%) Istio
11 4 (1.71%) NetBackup
11 4 (1.71%) Puppet
11 4 (1.71%) Single Sign-On
11 4 (1.71%) 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 (8.97%) Red Hat
2 20 (8.55%) Splunk
3 16 (6.84%) Amdocs
4 14 (5.98%) Dynatrace
5 11 (4.70%) Microsoft
6 9 (3.85%) VMware
7 8 (3.42%) Google
7 8 (3.42%) Veritas
8 7 (2.99%) Adobe
8 7 (2.99%) New Relic
8 7 (2.99%) Salesforce
8 7 (2.99%) SAP
9 6 (2.56%) PagerDuty
10 5 (2.14%) IBM
11 4 (1.71%) Brocade
11 4 (1.71%) EMC
11 4 (1.71%) NetApp
11 4 (1.71%) Sybase
12 3 (1.28%) Cisco
12 3 (1.28%) Oracle