Period
to 19 January 2021

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 19 January 2021 with a comparison to the same period in the previous 2 years.

Serverless Computing
England > North of England
6 months to
19 Jan 2021
Same period 2020 Same period 2019
Rank 134 156 340
Rank change year-on-year +22 +184 +72
Permanent jobs citing Serverless 187 308 116
As % of all permanent jobs advertised in the North of England 1.97% 1.92% 0.60%
As % of the Cloud Services category 5.10% 6.11% 2.46%
Number of salaries quoted 196 231 91
Median annual salary £57,500 £55,500 £55,000
Median salary % change year-on-year +3.60% +0.91% +10.00%
10th Percentile £40,000 £37,500 £41,250
90th Percentile £75,000 £72,500 £72,500
England median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +8.00% +4.17%

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 the North of England with a requirement for cloud computing skills.

All Cloud Skills
North of England
Permanent vacancies with a requirement for cloud computing skills 3,668 5,040 4,709
As % of all permanent IT jobs advertised in the North of England 38.56% 31.46% 24.51%
Number of salaries quoted 3,254 4,132 3,944
Median annual salary £48,000 £47,500 £46,250
Median salary % change year-on-year +1.05% +2.70% +8.82%
10th Percentile £30,000 £27,000 £26,250
90th Percentile £70,000 £71,250 £72,500
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

Serverless
Job Vacancy Trend in the North of England

Job postings citing Serverless as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Serverless in the North of England

Serverless
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing Serverless in the North of England.

Salary trend for Serverless in the North of England

Serverless
Salary Histogram in the North of England

Salary distribution for jobs citing Serverless in the North of England over the 6 months to 19 January 2021.

Salary histogram for Serverless in the North of England

Serverless
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the North of England region over the 6 months to 19 January 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
North West +3 118 £60,000 +9.09% 46
Yorkshire +42 61 £48,750 -22.62% 14
North East +7 8 £48,750 -10.53% 5
Serverless
England

For the 6 months to 19 January 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 North of England region with a requirement for Serverless.

1 152 (81.28%) AWS
2 89 (47.59%) AWS Lambda
3 84 (44.92%) DevOps
4 81 (43.32%) Agile Software Development
5 76 (40.64%) Azure
6 61 (32.62%) Docker
7 60 (32.09%) Microservices
8 54 (28.88%) Python
9 53 (28.34%) Node.js
10 51 (27.27%) SQL
11 50 (26.74%) Software Engineering
12 45 (24.06%) JavaScript
12 45 (24.06%) Kubernetes
12 45 (24.06%) Terraform
13 44 (23.53%) TDD
14 40 (21.39%) .NET
15 36 (19.25%) C#
15 36 (19.25%) SQL Server
16 31 (16.58%) SaaS
17 30 (16.04%) PowerShell
18 29 (15.51%) Linux
18 29 (15.51%) React
19 27 (14.44%) TypeScript
20 26 (13.90%) .NET Core
20 26 (13.90%) Infrastructure as Code
20 26 (13.90%) NoSQL
21 25 (13.37%) Mentoring
22 24 (12.83%) PaaS
22 24 (12.83%) Java
23 23 (12.30%) Jenkins

Serverless
Co-occurring IT Skills in the North of England 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 6 (3.21%) CMS
1 6 (3.21%) Headless CMS
1 6 (3.21%) Umbraco
2 4 (2.14%) Apache Spark
3 3 (1.60%) BizTalk Server
4 2 (1.07%) Elasticsearch
4 2 (1.07%) Oracle SOA Suite
5 1 (0.53%) IIS
5 1 (0.53%) Tomcat
Applications
1 1 (0.53%) Chatbot
Business Applications
1 3 (1.60%) Magento
2 1 (0.53%) Payment Gateway
2 1 (0.53%) Shopify
Cloud Services
1 152 (81.28%) AWS
2 89 (47.59%) AWS Lambda
3 76 (40.64%) Azure
4 31 (16.58%) SaaS
5 24 (12.83%) PaaS
6 22 (11.76%) Azure Functions
7 18 (9.63%) Amazon EC2
8 16 (8.56%) AWS CloudFormation
8 16 (8.56%) GCP
9 15 (8.02%) Amazon S3
9 15 (8.02%) IaaS
10 12 (6.42%) Amazon CloudWatch
11 10 (5.35%) Power Platform
12 9 (4.81%) Amazon SQS
13 7 (3.74%) Logic Apps
14 6 (3.21%) Virtual Private Cloud
15 5 (2.67%) Amazon ELB
15 5 (2.67%) AWS CodePipeline
15 5 (2.67%) Cloud Computing
15 5 (2.67%) CloudFront
Communications & Networking
1 2 (1.07%) CTI
1 2 (1.07%) Firewall
1 2 (1.07%) Softphone
1 2 (1.07%) VLAN
1 2 (1.07%) VPN
Database & Business Intelligence
1 36 (19.25%) SQL Server
2 26 (13.90%) NoSQL
3 23 (12.30%) Azure SQL Database
4 15 (8.02%) Cosmos DB
5 14 (7.49%) Amazon DynamoDB
6 9 (4.81%) Amazon Redshift
6 9 (4.81%) Data Warehouse
6 9 (4.81%) Relational Database
7 8 (4.28%) Data Lake
7 8 (4.28%) MongoDB
7 8 (4.28%) Power BI
7 8 (4.28%) SQL Server Integration Services
7 8 (4.28%) SQL Server Reporting Services
8 7 (3.74%) BusinessObjects
8 7 (3.74%) MySQL
8 7 (3.74%) Snowflake Schema
9 5 (2.67%) Amazon RDS
10 4 (2.14%) Big Data
10 4 (2.14%) Redis
11 3 (1.60%) PostgreSQL
Development Applications
1 23 (12.30%) Jenkins
2 17 (9.09%) TeamCity
3 9 (4.81%) Git (software)
4 8 (4.28%) Jasmine
4 8 (4.28%) Selenium
5 7 (3.74%) JMeter
5 7 (3.74%) webpack
6 6 (3.21%) Babel
6 6 (3.21%) JIRA
7 5 (2.67%) Cucumber
7 5 (2.67%) Newman
7 5 (2.67%) Postman
7 5 (2.67%) WebDriver
8 4 (2.14%) Appium
8 4 (2.14%) Gradle
8 4 (2.14%) Maven
8 4 (2.14%) Mocha
8 4 (2.14%) Octopus Deploy
9 3 (1.60%) CircleCI
9 3 (1.60%) Storybook
General
1 20 (10.70%) Finance
2 15 (8.02%) Games
3 12 (6.42%) Marketing
3 12 (6.42%) Public Sector
4 4 (2.14%) Retail
5 2 (1.07%) Law
5 2 (1.07%) Multimedia
5 2 (1.07%) Telecoms
6 1 (0.53%) Electronics
6 1 (0.53%) Legal
6 1 (0.53%) Manufacturing
Job Titles
1 61 (32.62%) Developer
2 37 (19.79%) DevOps Engineer
3 29 (15.51%) Senior Developer
4 28 (14.97%) AWS Engineer
5 26 (13.90%) Software Engineer
6 19 (10.16%) Cloud Engineer
7 16 (8.56%) Azure Engineer
8 15 (8.02%) AWS DevOps
8 15 (8.02%) AWS DevOps Engineer
9 14 (7.49%) .NET Developer
10 13 (6.95%) Data Engineer
10 13 (6.95%) Senior Software Engineer
11 12 (6.42%) Senior DevOps
12 11 (5.88%) Node.js Developer
12 11 (5.88%) Senior DevOps Engineer
13 9 (4.81%) Architect
14 8 (4.28%) Full Stack Developer
15 7 (3.74%) Python Developer
15 7 (3.74%) Senior .NET Developer
15 7 (3.74%) Web Developer
Libraries, Frameworks & Software Standards
1 53 (28.34%) Node.js
2 40 (21.39%) .NET
3 29 (15.51%) React
4 26 (13.90%) .NET Core
5 20 (10.70%) Web Services
6 16 (8.56%) REST
7 15 (8.02%) CSS
7 15 (8.02%) HTML
8 11 (5.88%) AngularJS
9 10 (5.35%) GraphQL
9 10 (5.35%) Jest
10 8 (4.28%) Gherkin
10 8 (4.28%) RESTful
11 7 (3.74%) React Native
11 7 (3.74%) Spring Boot
12 6 (3.21%) .NET Framework
12 6 (3.21%) Elastic Stack
12 6 (3.21%) Entity Framework
12 6 (3.21%) Flutter
12 6 (3.21%) HTML5
Miscellaneous
1 22 (11.76%) User Experience
2 17 (9.09%) Greenfield Project
3 10 (5.35%) Cloud Native
4 7 (3.74%) Analytical Skills
4 7 (3.74%) Xbox
5 4 (2.14%) Hybrid Cloud
5 4 (2.14%) Public Cloud
6 2 (1.07%) Algorithms
6 2 (1.07%) iPhone
6 2 (1.07%) IVR
6 2 (1.07%) Self-Motivation
7 1 (0.53%) Data Centre
7 1 (0.53%) EPoS
7 1 (0.53%) Linux Command Line
7 1 (0.53%) Mobile App
7 1 (0.53%) NHS
7 1 (0.53%) Renewable Energy
Operating Systems
1 29 (15.51%) Linux
2 9 (4.81%) Android
3 7 (3.74%) Apple iOS
4 4 (2.14%) Red Hat Enterprise Linux
4 4 (2.14%) Ubuntu
5 1 (0.53%) Windows
Processes & Methodologies
1 84 (44.92%) DevOps
2 81 (43.32%) Agile Software Development
3 60 (32.09%) Microservices
4 50 (26.74%) Software Engineering
5 44 (23.53%) TDD
6 26 (13.90%) Infrastructure as Code
7 25 (13.37%) Mentoring
8 21 (11.23%) Continuous Integration
8 21 (11.23%) Test Automation
9 20 (10.70%) Technical Leadership
10 19 (10.16%) E-Commerce
11 18 (9.63%) Front End Development
12 17 (9.09%) Continuous Delivery
13 15 (8.02%) BDD
14 13 (6.95%) Data Science
15 12 (6.42%) IT Strategy
15 12 (6.42%) Migration
15 12 (6.42%) Scrum
16 10 (5.35%) Business Intelligence
16 10 (5.35%) SOA
Programming Languages
1 54 (28.88%) Python
2 51 (27.27%) SQL
3 45 (24.06%) JavaScript
4 36 (19.25%) C#
5 30 (16.04%) PowerShell
6 27 (14.44%) TypeScript
7 24 (12.83%) Java
8 18 (9.63%) ES6
9 13 (6.95%) PHP
10 12 (6.42%) Bash Shell
11 9 (4.81%) Ruby
12 7 (3.74%) Go
12 7 (3.74%) Java 8
13 5 (2.67%) T-SQL
14 4 (2.14%) CoffeeScript
Qualifications
1 10 (5.35%) AWS Certification
2 5 (2.67%) Security Cleared
3 4 (2.14%) SC Cleared
4 1 (0.53%) Computer Science Degree
4 1 (0.53%) Degree
Quality Assurance & Compliance
1 18 (9.63%) QA
2 9 (4.81%) Data Quality
System Software
1 61 (32.62%) Docker
2 4 (2.14%) Active Directory
3 2 (1.07%) Hyper-V
3 2 (1.07%) VMware Infrastructure
Systems Management
1 45 (24.06%) Kubernetes
1 45 (24.06%) Terraform
2 12 (6.42%) Ansible
3 5 (2.67%) HP Quality Center
3 5 (2.67%) Puppet
4 3 (1.60%) Opscode Chef
5 2 (1.07%) Packer
6 1 (0.53%) Grafana
6 1 (0.53%) Prometheus
Vendors
1 16 (8.56%) Microsoft
2 11 (5.88%) Splunk
3 7 (3.74%) Cognos
3 7 (3.74%) Dynatrace
3 7 (3.74%) Oracle
4 6 (3.21%) Xamarin
5 4 (2.14%) Atlassian
6 3 (1.60%) SAP
7 2 (1.07%) CloudEndure
7 2 (1.07%) Google
7 2 (1.07%) ServiceNow
7 2 (1.07%) VMware
7 2 (1.07%) Zend