Auto-Scaling Contracts

Auto-Scaling
UK

The table below provides summary statistics for contract job vacancies requiring Auto-Scaling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Auto-Scaling over the 6 months leading up to 21 July 2025, comparing them to the same period in the previous two years.

6 months to
21 Jul 2025
Same period 2024 Same period 2023
Rank 524 566 592
Rank change year-on-year +42 +26 +153
Contract jobs citing Auto-Scaling 28 5 91
As % of all contract jobs advertised in the UK 0.086% 0.012% 0.16%
As % of the Processes & Methodologies category 0.095% 0.014% 0.18%
Number of daily rates quoted 22 3 78
10th Percentile £411 £438 £550
25th Percentile - £439 £581
Median daily rate (50th Percentile) £450 £475 £600
Median % change year-on-year -5.26% -20.83% -4.00%
75th Percentile £547 £606 £650
90th Percentile £574 £663 £654
UK excluding London median daily rate £450 £440 £600
% change year-on-year +2.27% -26.67% -1.23%

All Process and Methodology Skills
UK

Auto-Scaling 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.

Contract vacancies with a requirement for process or methodology skills 29,491 35,299 49,281
As % of all contract IT jobs advertised in the UK 90.34% 85.41% 89.34%
Number of daily rates quoted 18,487 22,643 33,875
10th Percentile £300 £306 £323
25th Percentile £405 £413 £431
Median daily rate (50th Percentile) £500 £525 £548
Median % change year-on-year -4.76% -4.11% -0.45%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,574 2,188 1,620
10th Percentile £14.20 £13.06 £14.25
25th Percentile £17.31 £16.86 £18.50
Median hourly rate £25.15 £38.12 £42.50
Median % change year-on-year -34.02% -10.31% +60.38%
75th Percentile £50.75 £62.50 £65.00
90th Percentile £68.75 £73.58 £77.50
UK excluding London median hourly rate £23.50 £40.00 £40.59
% change year-on-year -41.25% -1.45% +88.79%

Auto-Scaling
Job Vacancy Trend

Job postings citing Auto-Scaling as a proportion of all IT jobs advertised.

Job vacancy trend for Auto-Scaling in the UK

Auto-Scaling
Contractor Daily Rate Trend

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

Daily rate trend for Auto-Scaling in the UK

Auto-Scaling
Daily Rate Histogram

Daily rate distribution for jobs citing Auto-Scaling over the 6 months to 21 July 2025.

Daily rate histogram for Auto-Scaling in the UK

Auto-Scaling
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 Auto-Scaling within the UK over the 6 months to 21 July 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
England +46 15 £450 -23.40% 33
London +39 10 £460 -21.70% 17
Work from Home - 10 £550 - 19
UK excluding London +29 6 £450 +2.27% 20
North of England - 4 £450 - 5
North West - 2 £450 - 3
Yorkshire - 2 £500 - 2
South West - 2 £450 - 6
Scotland +1 1 £450 +2.27% 2
South East - 1 £413 - 4

Auto-Scaling
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 1 (3.57%) Camunda
Applications
1 1 (3.57%) Microsoft Excel
Cloud Services
1 17 (60.71%) AWS
2 12 (42.86%) Amazon ELB
3 7 (25.00%) Azure
4 4 (14.29%) GCP
4 4 (14.29%) GitHub
5 3 (10.71%) GitHub Actions
5 3 (10.71%) Google Compute Engine
6 2 (7.14%) Amazon ECS
6 2 (7.14%) Amazon EKS
6 2 (7.14%) Amazon ElastiCache
6 2 (7.14%) Amazon GuardDuty
6 2 (7.14%) Amazon Macie
6 2 (7.14%) AWS CloudFormation
6 2 (7.14%) AWS CloudTrail
6 2 (7.14%) AWS Direct Connect
6 2 (7.14%) AWS Fargate
6 2 (7.14%) AWS KMS
6 2 (7.14%) AWS Lambda
6 2 (7.14%) Serverless
6 2 (7.14%) Virtual Private Cloud
Communications & Networking
1 5 (17.86%) DNS
2 4 (14.29%) Firewall
3 3 (10.71%) SSL
3 3 (10.71%) TCP/IP
4 2 (7.14%) Network Security
4 2 (7.14%) VPN
5 1 (3.57%) DNSSEC
5 1 (3.57%) HTTPS
5 1 (3.57%) Internet
5 1 (3.57%) NAS
5 1 (3.57%) SAN
5 1 (3.57%) SSH
Database & Business Intelligence
1 4 (14.29%) MySQL
2 3 (10.71%) Metadata
3 2 (7.14%) Amazon RDS
3 2 (7.14%) Azure SQL Database
3 2 (7.14%) Data Warehouse
3 2 (7.14%) DynamoDB
3 2 (7.14%) SQL Server
4 1 (3.57%) Azure SQL Data Warehouse
4 1 (3.57%) PostgreSQL
4 1 (3.57%) Relational Database
Development Applications
1 8 (28.57%) Jenkins
2 6 (21.43%) GitLab
3 4 (14.29%) Git
4 1 (3.57%) Atlassian Bamboo
4 1 (3.57%) JIRA
General
1 3 (10.71%) Analytical Skills
1 3 (10.71%) Finance
1 3 (10.71%) Social Skills
2 1 (3.57%) iGaming
2 1 (3.57%) Public Sector
Job Titles
1 13 (46.43%) Architect
2 12 (42.86%) AWS Architect
3 5 (17.86%) Lead
4 4 (14.29%) AWS Engineer
4 4 (14.29%) Cloud Architect
4 4 (14.29%) DevOps Engineer
5 3 (10.71%) Java Engineer
5 3 (10.71%) Lead Java Engineer
6 2 (7.14%) AWS DevOps
6 2 (7.14%) AWS DevOps Engineer
6 2 (7.14%) Azure Engineer
6 2 (7.14%) Developer
6 2 (7.14%) Lead DevOps
6 2 (7.14%) Lead DevOps Engineer
6 2 (7.14%) Security Engineer
7 1 (3.57%) Database Engineer
7 1 (3.57%) Firewall Engineer
7 1 (3.57%) Infrastructure Engineer
7 1 (3.57%) Platform Architect
7 1 (3.57%) Senior Security Engineer
Libraries, Frameworks & Software Standards
1 4 (14.29%) OAuth
1 4 (14.29%) REST
1 4 (14.29%) Spring
1 4 (14.29%) Spring Boot
2 3 (10.71%) GWT
2 3 (10.71%) JWT
2 3 (10.71%) Servlets
2 3 (10.71%) Spring Security
3 2 (7.14%) Elastic Stack
4 1 (3.57%) .NET
4 1 (3.57%) Django
4 1 (3.57%) FastAPI
4 1 (3.57%) Flutter
4 1 (3.57%) Keycloak
4 1 (3.57%) Node.js
Miscellaneous
1 13 (46.43%) Onboarding
2 2 (7.14%) Distributed Denial-of-Service
3 1 (3.57%) Distributed Applications
3 1 (3.57%) NHS
Operating Systems
1 2 (7.14%) Linux
2 1 (3.57%) Unix
2 1 (3.57%) Windows
Processes & Methodologies
1 17 (60.71%) Migration
2 14 (50.00%) Load Balancing
3 13 (46.43%) Data Migration
4 12 (42.86%) Disaster Recovery
4 12 (42.86%) High Availability
5 11 (39.29%) DevOps
6 10 (35.71%) Architectural Design
6 10 (35.71%) Architectural Patterns
6 10 (35.71%) CI/CD
6 10 (35.71%) Use Case
7 8 (28.57%) Containerisation
8 6 (21.43%) Cloud Security
9 5 (17.86%) Problem-Solving
10 4 (14.29%) Configuration Management
10 4 (14.29%) Infrastructure as Code
10 4 (14.29%) Microservices
11 3 (10.71%) Capacity Planning
11 3 (10.71%) OWASP
11 3 (10.71%) Project Management
11 3 (10.71%) Time Management
Programming Languages
1 4 (14.29%) Python
2 3 (10.71%) Java
3 2 (7.14%) Shell Script
3 2 (7.14%) SQL
4 1 (3.57%) Bash
4 1 (3.57%) Rust
4 1 (3.57%) T-SQL
Qualifications
1 15 (53.57%) Security Cleared
2 13 (46.43%) SC Cleared
3 2 (7.14%) AWS Certification
3 2 (7.14%) AWS Certified DevOps Engineer
3 2 (7.14%) AWS Certified Solutions Architect
4 1 (3.57%) Azure Certification
4 1 (3.57%) Microsoft Certification
Quality Assurance & Compliance
1 2 (7.14%) Actionable Recommendations
1 2 (7.14%) GDPR
1 2 (7.14%) ISO/IEC 27001
1 2 (7.14%) NIST
1 2 (7.14%) QA
1 2 (7.14%) SOC 2
2 1 (3.57%) Disclosure Scotland
System Software
1 8 (28.57%) Docker
Systems Management
1 7 (25.00%) Terraform
2 5 (17.86%) Kubernetes
3 4 (14.29%) Single Sign-On
4 3 (10.71%) Ansible
5 2 (7.14%) Grafana
5 2 (7.14%) Kustomize
5 2 (7.14%) Prometheus
5 2 (7.14%) Puppet
6 1 (3.57%) Argo
6 1 (3.57%) FortiGate
6 1 (3.57%) Packer
6 1 (3.57%) Sysdig
6 1 (3.57%) yum
Vendors
1 4 (14.29%) Google
2 3 (10.71%) Oracle
3 2 (7.14%) Splunk
4 1 (3.57%) Microsoft
4 1 (3.57%) Red Hat