Period
to 29 November 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 29 November 2021 with a comparison to the same period in the previous 2 years.

Serverless Computing
England > Yorkshire
6 months to
29 Nov 2021
Same period 2020 Same period 2019
Rank 120 107 232
Rank change year-on-year -13 +125 +18
Permanent jobs citing Serverless 157 63 34
As % of all permanent jobs advertised in Yorkshire 2.29% 1.99% 0.51%
As % of the Cloud Services category 5.56% 4.71% 1.74%
Number of salaries quoted 101 52 30
10th Percentile £42,500 £32,625 £33,750
25th Percentile £53,750 £42,500 £37,625
Median annual salary (50th Percentile) £70,000 £46,250 £54,743
Median % change year-on-year +51.35% -15.51% -0.47%
75th Percentile £75,000 £62,813 £71,250
90th Percentile £83,750 £72,250 £75,000
England median annual salary £77,500 £70,000 £67,500
% change year-on-year +10.71% +3.70% +7.14%

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 Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 2,826 1,337 1,955
As % of all permanent IT jobs advertised in Yorkshire 41.25% 42.24% 29.43%
Number of salaries quoted 2,280 1,207 1,629
10th Percentile £30,000 £29,900 £26,250
25th Percentile £38,000 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £60,000 £58,750
90th Percentile £77,500 £65,000 £70,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Serverless
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Serverless in Yorkshire

Serverless
Salary Trend in Yorkshire

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

Salary trend for Serverless in Yorkshire

Serverless
Salary Histogram in Yorkshire

Salary distribution for jobs citing Serverless in Yorkshire over the 6 months to 29 November 2021.

Salary histogram for Serverless in Yorkshire

Serverless
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the Yorkshire region over the 6 months to 29 November 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
West Yorkshire -26 102 £60,000 +20.00% 17
North Yorkshire - 38 £70,000 - 2
South Yorkshire -31 16 £77,500 +72.22% 1
Serverless
England

For the 6 months to 29 November 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 Yorkshire region with a requirement for Serverless.

1 108 (68.79%) AWS
2 100 (63.69%) DevOps
3 93 (59.24%) Agile Software Development
4 89 (56.69%) AWS Lambda
5 63 (40.13%) Kubernetes
6 62 (39.49%) Azure
7 59 (37.58%) Microservices
8 55 (35.03%) Java
9 54 (34.39%) Node.js
10 49 (31.21%) Amazon DynamoDB
11 47 (29.94%) Python
12 45 (28.66%) Software Engineering
13 41 (26.11%) Terraform
14 39 (24.84%) Microsoft
14 39 (24.84%) React
15 37 (23.57%) Docker
16 35 (22.29%) Continuous Improvement
16 35 (22.29%) Continuous Integration
17 34 (21.66%) JavaScript
18 33 (21.02%) Test Automation
19 32 (20.38%) Kafka
19 32 (20.38%) C#
19 32 (20.38%) SQL
20 31 (19.75%) .NET
21 28 (17.83%) TypeScript
22 27 (17.20%) Kotlin
22 27 (17.20%) MySQL
23 26 (16.56%) Amazon Kinesis
24 24 (15.29%) Bitbucket
24 24 (15.29%) Amazon S3

Serverless
Co-occurring IT Skills in Yorkshire 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 10 (6.37%) Apache Spark
2 4 (2.55%) Apache
2 4 (2.55%) Apache Solr
2 4 (2.55%) Confluence
3 2 (1.27%) SharePoint
4 1 (0.64%) Elasticsearch
Business Applications
1 2 (1.27%) Payment Gateway
2 1 (0.64%) Dynamics CRM
Cloud Services
1 108 (68.79%) AWS
2 89 (56.69%) AWS Lambda
3 62 (39.49%) Azure
4 26 (16.56%) Amazon Kinesis
5 24 (15.29%) Amazon S3
5 24 (15.29%) PaaS
6 17 (10.83%) Azure Stack
7 16 (10.19%) AWS CloudFormation
7 16 (10.19%) SaaS
8 12 (7.64%) Amazon EKS
9 10 (6.37%) Azure Functions
10 9 (5.73%) Amazon CloudWatch
11 8 (5.10%) Azure Service Bus
11 8 (5.10%) CloudFront
11 8 (5.10%) GCP
12 7 (4.46%) Azure Logic Apps
13 6 (3.82%) Amazon SQS
13 6 (3.82%) AWS Fargate
13 6 (3.82%) Azure Cosmos DB
14 5 (3.18%) IaaS
Communications & Networking
1 2 (1.27%) Cisco ASA
1 2 (1.27%) Firewall
1 2 (1.27%) Internet
2 1 (0.64%) HTTP
2 1 (0.64%) SSL
Database & Business Intelligence
1 49 (31.21%) Amazon DynamoDB
2 27 (17.20%) MySQL
3 24 (15.29%) SQL Server
4 22 (14.01%) Big Data
5 14 (8.92%) NoSQL
6 11 (7.01%) Data Lake
6 11 (7.01%) Relational Database
7 10 (6.37%) Data Warehouse
8 7 (4.46%) Amazon RDS
9 6 (3.82%) Hadoop
10 5 (3.18%) Amazon Athena
11 4 (2.55%) Apache Cassandra
11 4 (2.55%) Azure SQL Data Warehouse
11 4 (2.55%) Azure SQL Database
11 4 (2.55%) Geospatial Data
11 4 (2.55%) MongoDB
11 4 (2.55%) RDBMS
12 3 (1.91%) Amazon QuickSight
12 3 (1.91%) Amazon Redshift
12 3 (1.91%) SQL Server Integration Services
Development Applications
1 24 (15.29%) Bitbucket
2 10 (6.37%) Git (software)
3 9 (5.73%) Jenkins
4 6 (3.82%) Visual Studio
5 5 (3.18%) JIRA
6 4 (2.55%) GitLab
6 4 (2.55%) Visual Studio Team System
7 3 (1.91%) Postman
8 2 (1.27%) CircleCI
8 2 (1.27%) kappa
9 1 (0.64%) Travis CI
General
1 20 (12.74%) Finance
2 16 (10.19%) Public Sector
3 14 (8.92%) Billing
4 10 (6.37%) Retail
5 6 (3.82%) Automotive
5 6 (3.82%) Banking
6 5 (3.18%) Social Skills
7 4 (2.55%) Inclusion and Diversity
7 4 (2.55%) Law
8 1 (0.64%) Analytical Skills
8 1 (0.64%) Legal
8 1 (0.64%) Spanish Language
Job Titles
1 48 (30.57%) Developer
2 46 (29.30%) Architect
3 33 (21.02%) Software Engineer
4 26 (16.56%) Senior Developer
5 21 (13.38%) AWS Developer
6 20 (12.74%) Cloud Developer
6 20 (12.74%) Solutions Architect
7 17 (10.83%) Azure Architect
7 17 (10.83%) Senior Software Engineer
8 15 (9.55%) Applications Architect
9 13 (8.28%) AWS Architect
10 7 (4.46%) DevOps Engineer
10 7 (4.46%) Full Stack Developer
10 7 (4.46%) Infrastructure Engineer
11 6 (3.82%) AWS Solutions Architect
11 6 (3.82%) Azure DevOps
11 6 (3.82%) Azure Engineer
11 6 (3.82%) Cloud Architect
11 6 (3.82%) Lead Developer
12 5 (3.18%) Azure DevOps Engineer
Libraries, Frameworks & Software Standards
1 54 (34.39%) Node.js
2 39 (24.84%) React
3 32 (20.38%) Kafka
4 31 (19.75%) .NET
5 21 (13.38%) RESTful
6 12 (7.64%) Web Services
7 11 (7.01%) HTML
7 11 (7.01%) JSON
8 8 (5.10%) REST
9 7 (4.46%) CSS
10 6 (3.82%) Elastic Stack
10 6 (3.82%) SAML
10 6 (3.82%) YAML
11 5 (3.18%) Flutter
12 4 (2.55%) Entity Framework
12 4 (2.55%) GeoJSON
12 4 (2.55%) SOAP
12 4 (2.55%) Vue.js
13 3 (1.91%) .NET Framework
13 3 (1.91%) Laravel
Miscellaneous
1 20 (12.74%) Enterprise Software
2 17 (10.83%) Public Cloud
3 12 (7.64%) Data Protection Act
4 7 (4.46%) Hybrid Cloud
5 4 (2.55%) Hedge funds
5 4 (2.55%) NHS
5 4 (2.55%) Social Network
6 2 (1.27%) Greenfield Project
6 2 (1.27%) Reference Data
7 1 (0.64%) Enterprise Cloud
7 1 (0.64%) iPad
7 1 (0.64%) Linux Command Line
7 1 (0.64%) Over-the-Top Content
7 1 (0.64%) PKI
7 1 (0.64%) Virtual Team
Operating Systems
1 20 (12.74%) Windows
2 4 (2.55%) Linux
3 1 (0.64%) Unix
Processes & Methodologies
1 100 (63.69%) DevOps
2 93 (59.24%) Agile Software Development
3 59 (37.58%) Microservices
4 45 (28.66%) Software Engineering
5 35 (22.29%) Continuous Improvement
5 35 (22.29%) Continuous Integration
6 33 (21.02%) Test Automation
7 21 (13.38%) Computer Science
7 21 (13.38%) OOP
8 19 (12.10%) Analytics
8 19 (12.10%) CRM
8 19 (12.10%) SOA
9 18 (11.46%) Full Stack Development
10 16 (10.19%) API Design
10 16 (10.19%) Customer Engagement
10 16 (10.19%) Presales
11 15 (9.55%) API Integration
11 15 (9.55%) Data Modelling
11 15 (9.55%) TDD
12 14 (8.92%) Machine Learning
Programming Languages
1 55 (35.03%) Java
2 47 (29.94%) Python
3 34 (21.66%) JavaScript
4 32 (20.38%) C#
4 32 (20.38%) SQL
5 28 (17.83%) TypeScript
6 27 (17.20%) Kotlin
7 12 (7.64%) PowerShell
8 11 (7.01%) Bash Shell
9 10 (6.37%) Go
10 9 (5.73%) PHP
11 4 (2.55%) Ruby
12 3 (1.91%) Dart
12 3 (1.91%) T-SQL
13 2 (1.27%) Scala
14 1 (0.64%) ES6
14 1 (0.64%) PHP 7
Qualifications
1 21 (13.38%) Computer Science Degree
1 21 (13.38%) Degree
2 10 (6.37%) Microsoft Certification
3 6 (3.82%) AWS Certification
4 1 (0.64%) SC Cleared
4 1 (0.64%) Security Cleared
4 1 (0.64%) TOGAF Certification
Quality Assurance & Compliance
1 3 (1.91%) Cyber Essentials
1 3 (1.91%) GDPR
1 3 (1.91%) ISO/IEC 27001
1 3 (1.91%) PCI DSS
2 2 (1.27%) Data Quality
3 1 (0.64%) QA
System Software
1 37 (23.57%) Docker
2 21 (13.38%) Active Directory
3 10 (6.37%) VMware Infrastructure
4 3 (1.91%) Virtual Desktop
Systems Management
1 63 (40.13%) Kubernetes
2 41 (26.11%) Terraform
3 4 (2.55%) Ansible
4 3 (1.91%) Active Directory Federation Services
5 2 (1.27%) FortiGate
5 2 (1.27%) Opscode Chef
5 2 (1.27%) Puppet
6 1 (0.64%) Packer
6 1 (0.64%) Single Sign-On
Vendors
1 39 (24.84%) Microsoft
2 10 (6.37%) Citrix
2 10 (6.37%) VMware
3 8 (5.10%) Databricks
4 6 (3.82%) Google
5 3 (1.91%) Adobe
5 3 (1.91%) Salesforce.com
5 3 (1.91%) Sitecore
6 2 (1.27%) Alteryx
6 2 (1.27%) CheckPoint
6 2 (1.27%) Cisco
6 2 (1.27%) GoCardless
6 2 (1.27%) SnapLogic
6 2 (1.27%) Splunk
6 2 (1.27%) Xamarin
7 1 (0.64%) Atlassian
7 1 (0.64%) IBM
7 1 (0.64%) Okta
7 1 (0.64%) WALLIX