Auto-Scaling Job Trends in England

Auto-Scaling
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Auto-Scaling skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 570 669 664
Rank change year-on-year +99 -5 +217
Permanent jobs citing Auto-Scaling 27 10 26
As % of all permanent jobs in England 0.052% 0.021% 0.052%
As % of the Processes & Methodologies category 0.064% 0.023% 0.058%
Number of salaries quoted 19 0 15
10th Percentile £57,250 - £43,186
25th Percentile £57,500 - £51,716
Median annual salary (50th Percentile) £65,000 - £62,500
Median % change year-on-year - - -28.57%
75th Percentile £87,500 - £66,875
90th Percentile £92,500 - £84,000
UK median annual salary £65,000 - £62,500
% change year-on-year - - -28.57%

All Process & Methodology Skills
England

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

Permanent vacancies with a requirement for process or methodology skills 42,425 43,642 44,587
As % of all permanent jobs advertised in England 81.21% 90.74% 89.79%
Number of salaries quoted 25,405 21,401 34,519
10th Percentile £28,675 £35,000 £31,250
25th Percentile £37,500 £45,628 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £76,250 £81,250 £80,000
90th Percentile £97,500 £100,000 £98,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Auto-Scaling
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Auto-Scaling relative to all permanent IT jobs advertised in England.

Auto-Scaling job vacancy trend in England

Auto-Scaling
Salary Trend in England

Salary distribution trend for jobs in England citing Auto-Scaling.

Salary distribution trend for jobs in England citing Auto-Scaling

Auto-Scaling
Salary Histogram in England

Salary distribution for jobs citing Auto-Scaling in England over the 6 months to 12 January 2026.

Salary histogram for Auto-Scaling in England

Auto-Scaling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Auto-Scaling within the England region over the 6 months to 12 January 2026. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +70 14 £77,500 - 5
Midlands +23 4 £62,500 - 1
North of England +10 4 £62,500 -
East of England - 4 £85,000 - 1
East Midlands - 3 £65,000 - 1
North West - 3 £62,500 -
West Midlands +23 1 £60,000 -
South East +22 1 - - 3
Yorkshire -15 1 - -
Auto-Scaling
UK

Auto-Scaling
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 10 (37.04%) Confluence
Cloud Services
1 15 (55.56%) AWS
2 13 (48.15%) Azure
3 9 (33.33%) Amazon CloudWatch
3 9 (33.33%) Virtual Private Cloud
4 8 (29.63%) Amazon EC2
5 6 (22.22%) Amazon EKS
5 6 (22.22%) CloudFront
6 5 (18.52%) Amazon ElastiCache
6 5 (18.52%) Amazon Kinesis
6 5 (18.52%) Amazon OpenSearch
7 3 (11.11%) AWS CloudFormation
7 3 (11.11%) AWS CodeBuild
7 3 (11.11%) Route 53
7 3 (11.11%) Serverless
8 2 (7.41%) Azure DevOps
8 2 (7.41%) Azure Monitor
8 2 (7.41%) Entra ID
9 1 (3.70%) AWS Lambda
9 1 (3.70%) Azure Data Factory
9 1 (3.70%) Datadog
Communications & Networking
1 1 (3.70%) DNS
Database & Business Intelligence
1 6 (22.22%) NoSQL
1 6 (22.22%) SQL Server
2 5 (18.52%) Amazon Aurora
2 5 (18.52%) Amazon RDS
2 5 (18.52%) Couchbase
2 5 (18.52%) DynamoDB
2 5 (18.52%) Redis
3 1 (3.70%) Electronic Patient Records
3 1 (3.70%) MySQL
3 1 (3.70%) PostgreSQL
3 1 (3.70%) Power BI
3 1 (3.70%) Relational Database
Development Applications
1 11 (40.74%) Git
2 10 (37.04%) JIRA
3 4 (14.81%) Jenkins
4 3 (11.11%) CircleCI
4 3 (11.11%) GitLab
5 1 (3.70%) Team Foundation Server
General
1 11 (40.74%) Billing
1 11 (40.74%) Finance
1 11 (40.74%) Social Skills
2 5 (18.52%) Analytical Skills
3 1 (3.70%) Banking
3 1 (3.70%) Investment Banking
3 1 (3.70%) Pharmaceutical
3 1 (3.70%) Public Sector
Job Titles
1 10 (37.04%) Operations Engineer
2 8 (29.63%) Platform Engineer
3 6 (22.22%) Cloud Engineer
4 5 (18.52%) AWS Engineer
4 5 (18.52%) AWS Platform Engineer
4 5 (18.52%) Cloud Platform Engineer
4 5 (18.52%) Development Engineer
4 5 (18.52%) Linux Engineer
4 5 (18.52%) Software Development Engineer
4 5 (18.52%) Software Engineer
5 2 (7.41%) Developer
6 1 (3.70%) Architect
6 1 (3.70%) Azure Engineer
6 1 (3.70%) C# Developer
6 1 (3.70%) Digital Architect
6 1 (3.70%) Digital Solutions Architect
6 1 (3.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (18.52%) Kafka
1 5 (18.52%) Loki
1 5 (18.52%) Memcached
1 5 (18.52%) Spring
2 3 (11.11%) Elastic Stack
3 1 (3.70%) .NET
3 1 (3.70%) ARM Templates
3 1 (3.70%) Blazor
3 1 (3.70%) CSS
3 1 (3.70%) HTML
3 1 (3.70%) NestJS
3 1 (3.70%) SvelteKit
3 1 (3.70%) Web Services
3 1 (3.70%) WPF
Miscellaneous
1 5 (18.52%) Data Structures
1 5 (18.52%) Distributed Systems
1 5 (18.52%) Virtual Team
2 2 (7.41%) Cloud Native
3 1 (3.70%) Data Protection Act
3 1 (3.70%) Derivative
3 1 (3.70%) Hackathon
3 1 (3.70%) Legacy Code
3 1 (3.70%) N-Tier
Operating Systems
1 8 (29.63%) Linux
2 3 (11.11%) Debian
2 3 (11.11%) Ubuntu
3 1 (3.70%) Windows
Processes & Methodologies
1 20 (74.07%) Infrastructure as Code
2 16 (59.26%) Observability
3 15 (55.56%) Agile
3 15 (55.56%) CI/CD
4 12 (44.44%) Cost Optimisation
5 11 (40.74%) Cost Management
6 10 (37.04%) Blue-Green Deployment
6 10 (37.04%) Canary Deployment
6 10 (37.04%) Collaborative Working
6 10 (37.04%) DevOps
7 8 (29.63%) Continuous Integration
7 8 (29.63%) Platform Engineering
8 5 (18.52%) Computer Science
8 5 (18.52%) Disaster Recovery
8 5 (18.52%) High Availability
8 5 (18.52%) OO
8 5 (18.52%) OOP
8 5 (18.52%) SOA
8 5 (18.52%) TDD
8 5 (18.52%) Technical Architecture
Programming Languages
1 8 (29.63%) Bash
1 8 (29.63%) Python
2 5 (18.52%) Java
2 5 (18.52%) Kotlin
2 5 (18.52%) Scala
3 1 (3.70%) Bicep
3 1 (3.70%) C#
3 1 (3.70%) JavaScript
3 1 (3.70%) Perl
3 1 (3.70%) PowerShell
3 1 (3.70%) SQL
3 1 (3.70%) TypeScript
Qualifications
1 10 (37.04%) Degree
2 5 (18.52%) Computer Science Degree
2 5 (18.52%) Master's Degree
3 2 (7.41%) Azure Certification
4 1 (3.70%) AWS Certification
4 1 (3.70%) AWS Certified Solutions Architect
4 1 (3.70%) DBS Check
4 1 (3.70%) SC Cleared
4 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 1 (3.70%) GDPR
System Software
1 4 (14.81%) Docker
2 1 (3.70%) Virtual Machines
Systems Management
1 21 (77.78%) Terraform
2 9 (33.33%) Prometheus
3 8 (29.63%) Grafana
3 8 (29.63%) Kubernetes
4 3 (11.11%) Ansible
Vendors
1 10 (37.04%) Microsoft
2 3 (11.11%) Splunk