Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Serverless skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Serverless over the 6 months to 25 October 2021 with a comparison to the same period in the previous 2 years.

Serverless Computing
North West > Manchester
6 months to
25 Oct 2021		 Same period 2020 Same period 2019
Rank 78 95 91
Rank change year-on-year +17 -4 +186
Permanent jobs citing Serverless 218 67 207
As % of all permanent jobs advertised in Manchester 3.88% 2.55% 3.20%
As % of the Cloud Services category 8.55% 7.09% 10.56%
Number of salaries quoted 126 51 144
10th Percentile £38,250 £37,500 £37,725
25th Percentile £42,500 £45,000 £45,000
Median annual salary (50th Percentile) £55,000 £53,012 £57,250
Median % change year-on-year +3.75% -7.40% +14.50%
75th Percentile £68,438 £66,250 £63,750
90th Percentile £75,625 £72,500 £68,375
North West median annual salary £55,000 £52,500 £57,500
% change year-on-year +4.76% -8.70% +15.00%

Serverless is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for cloud computing skills.

All Cloud Skills
Manchester
Permanent vacancies with a requirement for cloud computing skills 2,551 945 1,960
As % of all permanent IT jobs advertised in Manchester 45.36% 35.97% 30.26%
Number of salaries quoted 2,068 823 1,609
10th Percentile £33,750 £35,000 £29,000
25th Percentile £41,750 £42,500 £36,578
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% +5.26%
75th Percentile £70,000 £63,750 £62,500
90th Percentile £82,500 £72,500 £73,800
North West median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Serverless
Job Vacancy Trend in Manchester

Job postings citing Serverless as a proportion of all IT jobs advertised in Manchester.

Job vacancy trend for Serverless in Manchester

Serverless
Salary Trend in Manchester

3-month moving average salary quoted in jobs citing Serverless in Manchester.

Salary trend for Serverless in Manchester

Serverless
Salary Histogram in Manchester

Salary distribution for jobs citing Serverless in Manchester over the 6 months to 25 October 2021.

Salary histogram for Serverless in Manchester

Serverless
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the Manchester region over the 6 months to 25 October 2021. 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
Job
Vacancies
Stockport 0 1 £75,000 +50.00%
Serverless
North West

For the 6 months to 25 October 2021, IT jobs citing Serverless also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Manchester region with a requirement for Serverless.

1 160 (73.39%) AWS
2 109 (50.00%) Agile Software Development
3 96 (44.04%) Microservices
4 93 (42.66%) DevOps
5 91 (41.74%) AWS Lambda
6 83 (38.07%) Docker
7 70 (32.11%) React
8 68 (31.19%) Software Engineering
8 68 (31.19%) Jenkins
9 65 (29.82%) Azure
10 63 (28.90%) Terraform
11 61 (27.98%) Git (software)
12 60 (27.52%) Scrum
12 60 (27.52%) TypeScript
13 58 (26.61%) TDD
13 58 (26.61%) Java
13 58 (26.61%) Node.js
14 57 (26.15%) JavaScript
15 51 (23.39%) Kubernetes
16 50 (22.94%) BDD
17 46 (21.10%) GraphQL
18 44 (20.18%) Coaching
18 44 (20.18%) Social Skills
18 44 (20.18%) Continuous Integration
19 42 (19.27%) GitHub
19 42 (19.27%) .NET
20 41 (18.81%) Problem-Solving
21 40 (18.35%) REST
22 39 (17.89%) Full Stack Development
23 36 (16.51%) SaaS

Serverless
Co-occurring IT Skills in Manchester by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (3.67%) Apache
2 5 (2.29%) Elasticsearch
2 5 (2.29%) Umbraco
3 4 (1.83%) ColdFusion
3 4 (1.83%) nginx
4 3 (1.38%) CMS
4 3 (1.38%) SharePoint
5 2 (0.92%) Documentum
6 1 (0.46%) Apache Airflow
6 1 (0.46%) Apache Spark
6 1 (0.46%) Confluence
6 1 (0.46%) Sitecore CMS
Applications
1 1 (0.46%) Microsoft Office
Business Applications
1 2 (0.92%) Dynamics CRM
2 1 (0.46%) SDL Web 8
2 1 (0.46%) Shopify
Cloud Services
1 160 (73.39%) AWS
2 91 (41.74%) AWS Lambda
3 65 (29.82%) Azure
4 42 (19.27%) GitHub
5 36 (16.51%) SaaS
6 22 (10.09%) Amazon EC2
7 19 (8.72%) Amazon ECS
7 19 (8.72%) Cloud Computing
8 17 (7.80%) Azure Functions
8 17 (7.80%) PaaS
9 16 (7.34%) IaaS
10 13 (5.96%) Amazon Kinesis
10 13 (5.96%) GCP
11 12 (5.50%) Amazon S3
12 11 (5.05%) Amazon CloudWatch
13 10 (4.59%) Amazon SQS
13 10 (4.59%) Virtual Private Cloud
14 9 (4.13%) OpenShift
15 8 (3.67%) Apigee
16 7 (3.21%) AWS CloudFormation
Communications & Networking
1 6 (2.75%) DNS
1 6 (2.75%) TCP/IP
2 5 (2.29%) Internet
2 5 (2.29%) Intranet
3 1 (0.46%) Network Security
Database & Business Intelligence
1 27 (12.39%) SQL Server
2 24 (11.01%) Amazon DynamoDB
3 23 (10.55%) Big Data
4 18 (8.26%) NoSQL
5 15 (6.88%) MongoDB
6 14 (6.42%) Relational Database
7 11 (5.05%) Amazon RDS
8 10 (4.59%) PostgreSQL
9 8 (3.67%) MySQL
10 6 (2.75%) Oracle Database
11 4 (1.83%) Redis
12 3 (1.38%) SQL Server Integration Services
13 2 (0.92%) Amazon Redshift
13 2 (0.92%) Data Lake
13 2 (0.92%) Oracle Reports
13 2 (0.92%) Power BI
14 1 (0.46%) Azure SQL Database
14 1 (0.46%) Hadoop
Development Applications
1 68 (31.19%) Jenkins
2 61 (27.98%) Git (software)
3 17 (7.80%) Sonatype Nexus
4 14 (6.42%) Cypress.io
5 12 (5.50%) JIRA
6 11 (5.05%) webpack
7 10 (4.59%) SonarQube
8 8 (3.67%) Selenium
9 7 (3.21%) Octopus Deploy
10 6 (2.75%) GitLab
11 5 (2.29%) Bitbucket
11 5 (2.29%) Maven
12 4 (1.83%) Mocha
12 4 (1.83%) Protractor
13 3 (1.38%) Postman
13 3 (1.38%) Travis CI
14 2 (0.92%) CircleCI
14 2 (0.92%) TeamCity
15 1 (0.46%) Artifactory
15 1 (0.46%) Gradle
General
1 44 (20.18%) Social Skills
2 19 (8.72%) Retail
3 17 (7.80%) Public Sector
4 11 (5.05%) Retail Finance
5 7 (3.21%) Automotive
5 7 (3.21%) Banking
5 7 (3.21%) Finance
5 7 (3.21%) Games
5 7 (3.21%) Inclusion and Diversity
6 6 (2.75%) Analytical Skills
7 4 (1.83%) Advertising
8 3 (1.38%) Marketing
8 3 (1.38%) Presentation Skills
8 3 (1.38%) Wearables
9 2 (0.92%) Influencing Skills
10 1 (0.46%) Electronics
10 1 (0.46%) Legal
10 1 (0.46%) Local Government
10 1 (0.46%) Manufacturing
10 1 (0.46%) Telecoms
Job Titles
1 83 (38.07%) Developer
2 34 (15.60%) Java Developer
3 33 (15.14%) Architect
4 32 (14.68%) Software Engineer
5 21 (9.63%) AWS Engineer
6 19 (8.72%) DevOps Engineer
7 17 (7.80%) Solutions Architect
8 15 (6.88%) Azure Architect
8 15 (6.88%) JavaScript Developer
9 13 (5.96%) Full Stack Developer
9 13 (5.96%) Senior Software Engineer
10 10 (4.59%) AWS Architect
10 10 (4.59%) AWS DevOps
10 10 (4.59%) Software Developer
11 8 (3.67%) AWS DevOps Engineer
11 8 (3.67%) Senior Developer
12 7 (3.21%) .NET Developer
12 7 (3.21%) AWS Software Engineer
12 7 (3.21%) AWS Solutions Architect
12 7 (3.21%) Software Manager
Libraries, Frameworks & Software Standards
1 70 (32.11%) React
2 58 (26.61%) Node.js
3 46 (21.10%) GraphQL
4 42 (19.27%) .NET
5 40 (18.35%) REST
6 35 (16.06%) Spring
7 29 (13.30%) .NET Core
8 27 (12.39%) Web Services
9 23 (10.55%) Hibernate
9 23 (10.55%) JavaBeans
9 23 (10.55%) Middleware
10 22 (10.09%) Jest
11 20 (9.17%) Redux
12 19 (8.72%) Vue.js
13 18 (8.26%) AngularJS
13 18 (8.26%) Serverless Framework
14 12 (5.50%) CSS
14 12 (5.50%) XML
15 11 (5.05%) .NET Framework
15 11 (5.05%) HTML
Miscellaneous
1 29 (13.30%) User Experience
2 23 (10.55%) Public Cloud
3 21 (9.63%) Greenfield Project
4 19 (8.72%) Mobile App
5 17 (7.80%) Cloud Native
5 17 (7.80%) Data Protection Act
6 10 (4.59%) Legacy Code
7 7 (3.21%) Enterprise Cloud
8 6 (2.75%) Enterprise Software
9 5 (2.29%) Data Structures
9 5 (2.29%) NHS
10 4 (1.83%) e-Learning
11 3 (1.38%) Legacy Systems
11 3 (1.38%) Management Information System
11 3 (1.38%) Virtual Team
12 2 (0.92%) Life Science
13 1 (0.46%) Blog
13 1 (0.46%) FMCG
13 1 (0.46%) Legacy Applications
13 1 (0.46%) Self-Motivation
Operating Systems
1 22 (10.09%) Windows
2 8 (3.67%) Apple iOS
2 8 (3.67%) Linux
3 7 (3.21%) Android
4 2 (0.92%) Windows Server
5 1 (0.46%) Unix
Processes & Methodologies
1 109 (50.00%) Agile Software Development
2 96 (44.04%) Microservices
3 93 (42.66%) DevOps
4 68 (31.19%) Software Engineering
5 60 (27.52%) Scrum
6 58 (26.61%) TDD
7 50 (22.94%) BDD
8 44 (20.18%) Coaching
8 44 (20.18%) Continuous Integration
9 41 (18.81%) Problem-Solving
10 39 (17.89%) Full Stack Development
11 35 (16.06%) Analytics
12 34 (15.60%) E-Commerce
13 32 (14.68%) Test Automation
14 28 (12.84%) Open Source
15 27 (12.39%) Kanban
16 26 (11.93%) Pair Programming
17 25 (11.47%) Mentoring
18 23 (10.55%) Big Data Analytics
18 23 (10.55%) SOA
Programming Languages
1 60 (27.52%) TypeScript
2 58 (26.61%) Java
3 57 (26.15%) JavaScript
4 34 (15.60%) Java 8
5 26 (11.93%) C#
6 24 (11.01%) Python
7 22 (10.09%) SQL
8 8 (3.67%) Go
9 7 (3.21%) Ruby
10 6 (2.75%) Kotlin
10 6 (2.75%) PHP
11 5 (2.29%) PowerShell
12 4 (1.83%) Bash Shell
12 4 (1.83%) Java 11
13 2 (0.92%) ES6
14 1 (0.46%) C
14 1 (0.46%) C++
14 1 (0.46%) Perl
14 1 (0.46%) Scala
14 1 (0.46%) Shell Script
Qualifications
1 31 (14.22%) SC Cleared
1 31 (14.22%) Security Cleared
2 14 (6.42%) AWS Certification
3 10 (4.59%) Microsoft Certification
4 6 (2.75%) Degree
5 2 (0.92%) OCP
5 2 (0.92%) Oracle Certification
6 1 (0.46%) CEH
6 1 (0.46%) Computer Science Degree
6 1 (0.46%) DBS Check
6 1 (0.46%) ITIL Certification
Quality Assurance & Compliance
1 12 (5.50%) QA
2 6 (2.75%) ISO/IEC 27001
3 2 (0.92%) CDISC
3 2 (0.92%) GxP
4 1 (0.46%) Accessibility
System Software
1 83 (38.07%) Docker
2 17 (7.80%) Active Directory
3 10 (4.59%) VMware Infrastructure
Systems Management
1 63 (28.90%) Terraform
2 51 (23.39%) Kubernetes
3 7 (3.21%) Opscode Chef
4 6 (2.75%) Grafana
4 6 (2.75%) Prometheus
5 5 (2.29%) Ansible
6 4 (1.83%) Rancher
6 4 (1.83%) Rsyslog
6 4 (1.83%) Salt
7 3 (1.38%) Puppet
8 1 (0.46%) Argo
8 1 (0.46%) Consul
8 1 (0.46%) Docker Swarm
8 1 (0.46%) Packer
8 1 (0.46%) Pingdom
8 1 (0.46%) ZABBIX
Vendors
1 26 (11.93%) Microsoft
2 12 (5.50%) Google
2 12 (5.50%) Oracle
3 10 (4.59%) Citrix
3 10 (4.59%) VMware
4 4 (1.83%) Xamarin
5 3 (1.38%) Netlify
6 2 (0.92%) OpenText
6 2 (0.92%) SAP
7 1 (0.46%) Elastic Path
7 1 (0.46%) New Relic
7 1 (0.46%) Red Hat
7 1 (0.46%) Sitecore