Period
to

The following table provides summary statistics for permanent job vacancies advertised in 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 1 July 2022 with a comparison to the same period in the previous 2 years.

Serverless Computing
UK > England
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 71 78 164
Rank change year-on-year +7 +86 +93
Permanent jobs citing Serverless 6,857 3,655 1,589
As % of all permanent jobs advertised in England 4.57% 3.85% 2.18%
As % of the Cloud Services category 10.29% 8.91% 6.01%
Number of salaries quoted 1,829 2,069 1,323
10th Percentile £45,000 £45,000 £42,500
25th Percentile £57,500 £55,000 £52,500
Median annual salary (50th Percentile) £77,000 £75,000 £70,000
Median % change year-on-year +2.67% +7.14% +3.70%
75th Percentile £93,750 £92,500 £87,500
90th Percentile £110,000 £115,500 £105,000
UK median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% +3.70%

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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 66,635 41,033 26,440
As % of all permanent IT jobs advertised in England 44.36% 43.27% 36.35%
Number of salaries quoted 34,796 30,167 21,957
10th Percentile £32,500 £33,125 £32,500
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £61,650 £60,000 £57,500
Median % change year-on-year +2.75% +4.35% +4.55%
75th Percentile £82,500 £78,750 £76,250
90th Percentile £100,000 £95,000 £93,750
UK median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Serverless
Job Vacancy Trend in England

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

Job vacancy trend for Serverless in England

Serverless
Salary Trend in England

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

Salary trend for Serverless in England

Serverless
Salary Histogram in England

Salary distribution for jobs citing Serverless in England over the 6 months to 1 July 2022.

Salary histogram for Serverless in England

Serverless
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the England region over the 6 months to 1 July 2022. 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 -7 4,695 £85,000 +6.25% 213
South East +75 647 £70,000 +12.00% 30
North of England +33 615 £67,500 +12.50% 63
North West +31 399 £70,000 +16.67% 35
Midlands +37 337 £58,000 -3.33% 23
South West -3 247 £75,000 +66.67% 22
East of England +50 232 £60,000 +13.21% 16
West Midlands +28 232 £52,500 -14.29% 16
Yorkshire +13 202 £67,500 +12.50% 24
East Midlands -1 104 £60,000 +29.73% 7
North East -20 14 £50,000 - 4
South Coast - 1 - -
Serverless
UK

For the 6 months to 1 July 2022, 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 England region with a requirement for Serverless.

1 5,235 (76.35%) AWS
2 4,293 (62.61%) Agile
3 3,339 (48.69%) DevOps
4 3,295 (48.05%) AWS Lambda
5 2,977 (43.42%) CI/CD
6 2,891 (42.16%) Python
7 2,854 (41.62%) Software Engineering
8 2,765 (40.32%) Azure
9 2,719 (39.65%) JavaScript
10 2,613 (38.11%) Microservices
11 2,464 (35.93%) Java
12 2,424 (35.35%) Docker
13 2,346 (34.21%) React
14 2,145 (31.28%) Finance
15 2,041 (29.77%) Kubernetes
16 1,994 (29.08%) GCP
17 1,981 (28.89%) SQL
18 1,919 (27.99%) TDD
19 1,863 (27.17%) Node.js
20 1,840 (26.83%) Terraform
21 1,788 (26.08%) Git (software)
22 1,551 (22.62%) TypeScript
23 1,467 (21.39%) Continuous Integration
24 1,436 (20.94%) Mentoring
25 1,418 (20.68%) Full Stack Development
26 1,353 (19.73%) Jenkins
27 1,328 (19.37%) C#
28 1,287 (18.77%) CSS
29 1,282 (18.70%) HTML
30 1,279 (18.65%) Test Automation

Serverless
Co-occurring IT Skills in 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
1 395 (5.76%) Apache Spark
2 349 (5.09%) Apache
3 224 (3.27%) CMS
4 211 (3.08%) Confluence
5 170 (2.48%) Apache Airflow
6 124 (1.81%) Tomcat
7 119 (1.74%) IIS
8 102 (1.49%) Headless CMS
9 95 (1.39%) JBoss
10 92 (1.34%) Cloud Foundry
11 50 (0.73%) BizTalk Server
12 38 (0.55%) nginx
13 36 (0.53%) SharePoint
14 26 (0.38%) Drupal
15 25 (0.36%) Camunda
15 25 (0.36%) Oracle Workflow
16 20 (0.29%) Apache Solr
16 20 (0.29%) WordPress
17 15 (0.22%) Umbraco
18 11 (0.16%) Jupyter
Applications
1 40 (0.58%) Chatbot
2 23 (0.34%) MS Visio
3 19 (0.28%) Microsoft PowerPoint
4 14 (0.20%) Sketch
4 14 (0.20%) Spreadsheet
5 11 (0.16%) Microsoft Office
6 9 (0.13%) Photoshop
7 7 (0.10%) Microsoft Excel
8 5 (0.073%) InVision
9 2 (0.029%) AutoCAD
9 2 (0.029%) FileZilla
9 2 (0.029%) Revit
10 1 (0.015%) Adobe Illustrator
Business Applications
1 42 (0.61%) Dynamics CRM
2 24 (0.35%) Oracle BPM
3 15 (0.22%) Shopify
4 14 (0.20%) Payment Gateway
5 8 (0.12%) Fidessa
6 4 (0.058%) Acoustic Campaign
6 4 (0.058%) Adobe Campaign
7 3 (0.044%) Dynamics NAV
7 3 (0.044%) Salesforce.com CRM
8 2 (0.029%) Cloudability
9 1 (0.015%) Magento
9 1 (0.015%) Maximo
9 1 (0.015%) SAP Oil and Gas
Cloud Services
1 5,235 (76.35%) AWS
2 3,295 (48.05%) AWS Lambda
3 2,765 (40.32%) Azure
4 1,994 (29.08%) GCP
5 1,167 (17.02%) Amazon S3
6 953 (13.90%) AWS CloudFormation
7 816 (11.90%) Amazon EC2
8 784 (11.43%) Azure DevOps
9 758 (11.05%) Azure Functions
10 752 (10.97%) GitHub
11 641 (9.35%) Amazon SQS
12 623 (9.09%) Amazon ECS
13 612 (8.93%) SaaS
14 559 (8.15%) Amazon CloudWatch
15 506 (7.38%) Cloud Functions
16 497 (7.25%) Cloud Computing
17 479 (6.99%) PaaS
18 412 (6.01%) Amazon Kinesis
19 394 (5.75%) OpenShift
20 387 (5.64%) Azure Service Bus
Communications & Networking
1 406 (5.92%) Internet
2 210 (3.06%) Firewall
3 90 (1.31%) HTTP
4 83 (1.21%) DNS
5 50 (0.73%) VPN
6 46 (0.67%) Wireshark
7 34 (0.50%) Cisco IPT
8 28 (0.41%) MQTT
9 26 (0.38%) WebEx
10 25 (0.36%) TCP/IP
11 24 (0.35%) Bluetooth
12 23 (0.34%) DHCP
13 22 (0.32%) Network Security
14 21 (0.31%) Broadband
15 17 (0.25%) SSL
16 15 (0.22%) SMS
17 13 (0.19%) FTP
17 13 (0.19%) VoIP
18 10 (0.15%) WAN
18 10 (0.15%) Wi-Fi
Database & Business Intelligence
1 1,184 (17.27%) NoSQL
2 1,014 (14.79%) DynamoDB
3 972 (14.18%) MySQL
4 956 (13.94%) PostgreSQL
5 778 (11.35%) Relational Database
6 687 (10.02%) SQL Server
7 597 (8.71%) Amazon RDS
8 519 (7.57%) MongoDB
9 450 (6.56%) Elasticsearch
10 371 (5.41%) Big Data
11 339 (4.94%) Amazon Athena
12 328 (4.78%) Redis
13 260 (3.79%) Data Lake
14 252 (3.68%) BigQuery
15 250 (3.65%) Amazon Aurora
16 243 (3.54%) Amazon Redshift
17 234 (3.41%) Data Warehouse
18 226 (3.30%) Apache Cassandra
19 201 (2.93%) Flink
20 156 (2.28%) Cloud Spanner
Development Applications
1 1,788 (26.08%) Git (software)
2 1,353 (19.73%) Jenkins
3 745 (10.86%) JIRA
4 610 (8.90%) Maven
5 494 (7.20%) Gradle
6 313 (4.56%) Team Foundation Server
7 309 (4.51%) Subversion
8 291 (4.24%) CircleCI
9 276 (4.03%) GitLab
10 274 (4.00%) Mockito
11 233 (3.40%) JUnit
12 198 (2.89%) Ant
13 183 (2.67%) Cypress.io
14 180 (2.63%) Octopus Deploy
15 176 (2.57%) TeamCity
16 162 (2.36%) Bitbucket
17 144 (2.10%) webpack
18 122 (1.78%) Storybook
19 116 (1.69%) Selenium
20 99 (1.44%) Travis CI
General
1 2,145 (31.28%) Finance
2 1,267 (18.48%) Social Skills
3 651 (9.49%) Manufacturing
4 504 (7.35%) Inclusion and Diversity
5 438 (6.39%) Banking
6 363 (5.29%) Games
7 356 (5.19%) Analytical Skills
8 324 (4.73%) Retail
9 259 (3.78%) Marketing
10 237 (3.46%) Legal
11 135 (1.97%) Advertising
12 128 (1.87%) Public Sector
13 119 (1.74%) Presentation Skills
14 117 (1.71%) Publishing
15 89 (1.30%) Law
16 88 (1.28%) Influencing Skills
17 69 (1.01%) Wearables
18 61 (0.89%) Back Office
19 53 (0.77%) Front Office
20 52 (0.76%) Financial Institution
Job Titles
1 1,673 (24.40%) Developer
2 1,612 (23.51%) Software Engineer
3 708 (10.33%) DevOps Engineer
4 629 (9.17%) Senior Software Engineer
5 600 (8.75%) Java Engineer
6 518 (7.55%) Architect
7 516 (7.53%) Cloud Engineer
8 482 (7.03%) Principal Engineer
9 471 (6.87%) Full Stack Developer
10 462 (6.74%) Senior Developer
11 402 (5.86%) Data Engineer
12 342 (4.99%) AWS Engineer
13 338 (4.93%) Senior DevOps
14 305 (4.45%) Senior DevOps Engineer
15 252 (3.68%) Java Developer
16 235 (3.43%) Senior Java Engineer
17 227 (3.31%) .NET Developer
18 205 (2.99%) Principal Software Engineer
19 198 (2.89%) Software Developer
20 182 (2.65%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2,346 (34.21%) React
2 1,863 (27.17%) Node.js
3 1,287 (18.77%) CSS
4 1,282 (18.70%) HTML
5 1,261 (18.39%) .NET
6 904 (13.18%) REST
7 903 (13.17%) AngularJS
8 801 (11.68%) GraphQL
9 790 (11.52%) Spring
10 786 (11.46%) RESTful
11 607 (8.85%) Kafka
12 548 (7.99%) Vue.js
13 515 (7.51%) .NET Core
14 472 (6.88%) HTML5
15 458 (6.68%) Spring Boot
16 415 (6.05%) React Native
17 407 (5.94%) JSON
18 406 (5.92%) ASP.NET
19 405 (5.91%) .NET Framework
20 381 (5.56%) CSS3
Miscellaneous
1 849 (12.38%) Algorithms
2 763 (11.13%) Data Structures
3 702 (10.24%) User Experience
4 700 (10.21%) Cloud Native
5 621 (9.06%) Life Science
6 383 (5.59%) Linux Command Line
7 378 (5.51%) Mobile App
8 238 (3.47%) Greenfield Project
9 213 (3.11%) Public Cloud
10 175 (2.55%) Blog
11 172 (2.51%) Legacy Applications
12 164 (2.39%) Self-Motivation
13 156 (2.28%) Renewable Energy
14 149 (2.17%) Enterprise Software
15 146 (2.13%) IoT
16 143 (2.09%) Virtual Team
17 136 (1.98%) Social Network
18 133 (1.94%) Legacy Systems
19 127 (1.85%) Management Information System
20 126 (1.84%) Hedge funds
Operating Systems
1 828 (12.08%) Linux
2 419 (6.11%) Apple iOS
3 409 (5.96%) Android
4 408 (5.95%) Windows
5 398 (5.80%) Unix
6 142 (2.07%) Windows Server
7 92 (1.34%) Mesosphere
8 73 (1.06%) Ubuntu
9 56 (0.82%) Embedded Linux
10 45 (0.66%) VMS
11 30 (0.44%) Red Hat Enterprise Linux
12 15 (0.22%) Windows Server 2012
13 13 (0.19%) Alpine Linux
13 13 (0.19%) Kali Linux
13 13 (0.19%) Solaris
14 11 (0.16%) Windows Server 2019
15 8 (0.12%) Amazon Linux
15 8 (0.12%) Windows Server 2016
16 7 (0.10%) CentOS
17 6 (0.088%) Windows Server 2008
Processes & Methodologies
1 4,293 (62.61%) Agile
2 3,339 (48.69%) DevOps
3 2,977 (43.42%) CI/CD
4 2,854 (41.62%) Software Engineering
5 2,613 (38.11%) Microservices
6 1,919 (27.99%) TDD
7 1,467 (21.39%) Continuous Integration
8 1,436 (20.94%) Mentoring
9 1,418 (20.68%) Full Stack Development
10 1,279 (18.65%) Test Automation
11 1,199 (17.49%) Coaching
12 1,190 (17.35%) Infrastructure as Code
13 1,062 (15.49%) Scrum
14 996 (14.53%) Event-Driven
15 935 (13.64%) BDD
16 840 (12.25%) Data Science
17 820 (11.96%) Analytics
18 806 (11.75%) Computer Science
19 756 (11.03%) Machine Learning
20 729 (10.63%) Event-Driven Architecture
Programming Languages
1 2,891 (42.16%) Python
2 2,719 (39.65%) JavaScript
3 2,464 (35.93%) Java
4 1,981 (28.89%) SQL
5 1,551 (22.62%) TypeScript
6 1,328 (19.37%) C#
7 721 (10.51%) Go
8 612 (8.93%) PowerShell
9 541 (7.89%) Ruby
10 494 (7.20%) PHP
11 404 (5.89%) Bash
12 353 (5.15%) C
13 343 (5.00%) C++
14 281 (4.10%) Scala
15 271 (3.95%) Shell Script
16 251 (3.66%) Objective-C
17 246 (3.59%) Perl
18 176 (2.57%) ES6
19 143 (2.09%) Rust
20 138 (2.01%) Kotlin
Qualifications
1 944 (13.77%) Degree
2 492 (7.18%) Computer Science Degree
3 91 (1.33%) AWS Certification
4 81 (1.18%) TOGAF Certification
5 80 (1.17%) Numerate Degree
6 76 (1.11%) Security Cleared
7 74 (1.08%) Microsoft Certification
8 62 (0.90%) Master's Degree
9 48 (0.70%) CISSP
10 43 (0.63%) Cisco Certification
11 37 (0.54%) (ISC)2 CCSP
11 37 (0.54%) SC Cleared
12 22 (0.32%) OCP
12 22 (0.32%) Oracle Certification
13 13 (0.19%) ITIL Certification
14 11 (0.16%) PhD
15 8 (0.12%) OSCP
16 7 (0.10%) MBA
17 6 (0.088%) CCNA
17 6 (0.088%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 446 (6.50%) QA
2 271 (3.95%) Accessibility
3 119 (1.74%) GDPR
4 69 (1.01%) Data Quality
5 55 (0.80%) PCI DSS
6 37 (0.54%) SLA
7 22 (0.32%) ISO/IEC 27001
7 22 (0.32%) NIST
8 17 (0.25%) GxP
9 16 (0.23%) SOC 2
10 14 (0.20%) SOC 1
11 7 (0.10%) ISO 9001
12 5 (0.073%) HIPAA
13 3 (0.044%) Sarbanes-Oxley
14 2 (0.029%) GRC
14 2 (0.029%) IASME
14 2 (0.029%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
15 1 (0.015%) Actionable Recommendations
15 1 (0.015%) Cyber Essentials
15 1 (0.015%) PSD2
System Software
1 2,424 (35.35%) Docker
2 138 (2.01%) Virtual Machines
3 65 (0.95%) Active Directory
4 33 (0.48%) VMware Infrastructure
5 32 (0.47%) ISA Server
6 26 (0.38%) Firmware
7 10 (0.15%) zsh
8 9 (0.13%) vSphere
9 8 (0.12%) Varnish
9 8 (0.12%) VMware ESXi
10 6 (0.088%) LXC
10 6 (0.088%) VirtualBox
11 5 (0.073%) Hyper-V
11 5 (0.073%) Veritas Volume Manager
12 1 (0.015%) Ceph
12 1 (0.015%) NFS
12 1 (0.015%) OpenDJ
12 1 (0.015%) Virtual Desktop
12 1 (0.015%) XenApp
Systems Management
1 2,041 (29.77%) Kubernetes
2 1,840 (26.83%) Terraform
3 538 (7.85%) Ansible
4 373 (5.44%) Puppet
5 357 (5.21%) Opscode Chef
6 213 (3.11%) Grafana
7 211 (3.08%) Prometheus
8 174 (2.54%) Kibana
9 147 (2.14%) logstash
10 136 (1.98%) Istio
11 92 (1.34%) Automic
12 90 (1.31%) Consul
13 59 (0.86%) Rancher
14 47 (0.69%) Opsgenie
15 46 (0.67%) Fortio
15 46 (0.67%) Kiali
16 39 (0.57%) Pingdom
17 30 (0.44%) ZABBIX
18 29 (0.42%) Mesos
18 29 (0.42%) Single Sign-On
Vendors
1 1,031 (15.04%) Microsoft
2 985 (14.36%) Google
3 263 (3.84%) Splunk
4 200 (2.92%) Xamarin
5 193 (2.81%) Oracle
6 172 (2.51%) New Relic
7 144 (2.10%) Databricks
8 110 (1.60%) Salesforce.com
9 65 (0.95%) Red Hat
9 65 (0.95%) VMware
10 62 (0.90%) Confluent
11 57 (0.83%) Dell
11 57 (0.83%) MuleSoft
12 45 (0.66%) Zend
13 41 (0.60%) Hitachi
14 37 (0.54%) AppDynamics
14 37 (0.54%) Facebook
15 36 (0.53%) Reuters
16 32 (0.47%) Elastic Path
17 31 (0.45%) Adobe