Period
to

The following table provides summary statistics for permanent job vacancies advertised in London 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 4 July 2022 with a comparison to the same period in the previous 2 years.

Serverless Computing
England > London
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 59 52 117
Rank change year-on-year -7 +65 +98
Permanent jobs citing Serverless 4,795 2,619 949
As % of all permanent jobs advertised in London 6.19% 6.27% 2.88%
As % of the Cloud Services category 12.11% 13.04% 7.14%
Number of salaries quoted 1,026 1,422 809
10th Percentile £56,250 £53,750 £53,750
25th Percentile £66,250 £63,750 £65,000
Median annual salary (50th Percentile) £85,000 £80,000 £80,000
Median % change year-on-year +6.25% - +6.67%
75th Percentile £102,500 £102,500 £95,000
90th Percentile £118,750 £128,750 £116,250
England median annual salary £77,000 £75,000 £70,000
% change year-on-year +2.67% +7.14% +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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 39,601 20,082 13,284
As % of all permanent IT jobs advertised in London 51.09% 48.05% 40.36%
Number of salaries quoted 17,271 13,788 11,055
10th Percentile £42,250 £42,500 £40,000
25th Percentile £53,750 £53,750 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £70,000
Median % change year-on-year +3.57% - +7.69%
75th Percentile £92,500 £88,750 £87,500
90th Percentile £112,500 £105,000 £105,000
England median annual salary £61,650 £60,000 £57,500
% change year-on-year +2.75% +4.35% +4.55%

Serverless
Job Vacancy Trend in London

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

Job vacancy trend for Serverless in London

Serverless
Salary Trend in London

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

Salary trend for Serverless in London

Serverless
Salary Histogram in London

Salary distribution for jobs citing Serverless in London over the 6 months to 4 July 2022.

Salary histogram for Serverless in London

Serverless
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the London region over the 6 months to 4 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
Central London +7 323 £87,500 +16.67% 79
West London +11 210 £75,000 +15.38% 19
South London +28 204 £65,000 -10.34% 2
East London +14 102 £80,000 +8.47% 13
North London +3 38 - - 5
Serverless
England

For the 6 months to 4 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 London region with a requirement for Serverless.

1 3,851 (80.31%) AWS
2 2,869 (59.83%) Agile
3 2,511 (52.37%) AWS Lambda
4 2,136 (44.55%) CI/CD
5 2,112 (44.05%) Python
6 2,109 (43.98%) Software Engineering
7 2,096 (43.71%) DevOps
8 1,960 (40.88%) Microservices
9 1,842 (38.42%) Docker
10 1,825 (38.06%) JavaScript
11 1,806 (37.66%) Java
12 1,762 (36.75%) Finance
13 1,691 (35.27%) React
14 1,665 (34.72%) Azure
15 1,571 (32.76%) GCP
16 1,567 (32.68%) Kubernetes
17 1,448 (30.20%) Node.js
18 1,417 (29.55%) Terraform
19 1,391 (29.01%) TDD
20 1,286 (26.82%) SQL
21 1,282 (26.74%) TypeScript
22 1,211 (25.26%) Git (software)
23 1,041 (21.71%) Mentoring
24 998 (20.81%) Full Stack Development
25 968 (20.19%) Infrastructure as Code
26 967 (20.17%) Jenkins
27 941 (19.62%) Continuous Integration
28 901 (18.79%) Coaching
29 894 (18.64%) NoSQL
30 872 (18.19%) Amazon S3

Serverless
Co-occurring IT Skills in London 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
1 287 (5.99%) Apache Spark
2 229 (4.78%) Apache
3 174 (3.63%) CMS
4 166 (3.46%) Apache Airflow
5 132 (2.75%) Confluence
6 86 (1.79%) IIS
6 86 (1.79%) Tomcat
7 77 (1.61%) Headless CMS
8 68 (1.42%) JBoss
9 62 (1.29%) Cloud Foundry
10 26 (0.54%) Drupal
10 26 (0.54%) nginx
11 25 (0.52%) Oracle Workflow
12 24 (0.50%) Camunda
13 23 (0.48%) SharePoint
14 20 (0.42%) Apache Solr
15 11 (0.23%) Jupyter
16 9 (0.19%) OpenStack
16 9 (0.19%) WordPress
17 8 (0.17%) Jetty
Applications
1 39 (0.81%) Chatbot
2 22 (0.46%) MS Visio
3 19 (0.40%) Microsoft PowerPoint
4 14 (0.29%) Sketch
4 14 (0.29%) Spreadsheet
5 9 (0.19%) Photoshop
6 8 (0.17%) Microsoft Office
7 6 (0.13%) Microsoft Excel
8 5 (0.10%) InVision
9 4 (0.083%) AutoCAD
9 4 (0.083%) Revit
10 1 (0.021%) Adobe Illustrator
Business Applications
1 32 (0.67%) Dynamics CRM
2 24 (0.50%) Oracle BPM
3 15 (0.31%) Payment Gateway
4 14 (0.29%) Shopify
5 8 (0.17%) Fidessa
6 4 (0.083%) Acoustic Campaign
6 4 (0.083%) Adobe Campaign
7 3 (0.063%) Salesforce.com CRM
8 2 (0.042%) Cloudability
9 1 (0.021%) Maximo
9 1 (0.021%) SAP Oil and Gas
Cloud Services
1 3,851 (80.31%) AWS
2 2,511 (52.37%) AWS Lambda
3 1,665 (34.72%) Azure
4 1,571 (32.76%) GCP
5 872 (18.19%) Amazon S3
6 704 (14.68%) AWS CloudFormation
7 537 (11.20%) GitHub
8 523 (10.91%) Amazon EC2
9 500 (10.43%) Amazon ECS
10 434 (9.05%) Amazon SQS
11 422 (8.80%) Cloud Computing
12 399 (8.32%) SaaS
13 370 (7.72%) Amazon CloudWatch
14 348 (7.26%) Cloud Functions
15 335 (6.99%) PaaS
16 319 (6.65%) Amazon Kinesis
17 318 (6.63%) Azure DevOps
18 303 (6.32%) Azure Functions
19 248 (5.17%) OpenShift
20 230 (4.80%) Amazon EKS
Communications & Networking
1 268 (5.59%) Internet
2 123 (2.57%) Firewall
3 54 (1.13%) DNS
4 34 (0.71%) HTTP
5 28 (0.58%) MQTT
6 26 (0.54%) WebEx
7 24 (0.50%) VPN
8 23 (0.48%) Network Security
9 20 (0.42%) TCP/IP
10 19 (0.40%) Bluetooth
11 17 (0.35%) Broadband
11 17 (0.35%) SMS
11 17 (0.35%) SSL
12 14 (0.29%) Wireshark
13 10 (0.21%) Cisco IPT
14 9 (0.19%) FIX Connectivity
14 9 (0.19%) FTP
14 9 (0.19%) SMTP
14 9 (0.19%) WAN
15 8 (0.17%) VSAN
Database & Business Intelligence
1 894 (18.64%) NoSQL
2 789 (16.45%) DynamoDB
3 745 (15.54%) PostgreSQL
4 620 (12.93%) MySQL
5 568 (11.85%) Relational Database
6 417 (8.70%) Elasticsearch
7 410 (8.55%) Amazon RDS
8 391 (8.15%) MongoDB
9 338 (7.05%) SQL Server
10 282 (5.88%) Amazon Athena
11 281 (5.86%) Big Data
12 239 (4.98%) Redis
13 195 (4.07%) Amazon Aurora
13 195 (4.07%) Amazon Redshift
14 187 (3.90%) BigQuery
15 168 (3.50%) Data Warehouse
16 158 (3.30%) Data Lake
17 153 (3.19%) Apache Cassandra
18 132 (2.75%) Flink
19 109 (2.27%) Cloud Spanner
Development Applications
1 1,211 (25.26%) Git (software)
2 967 (20.17%) Jenkins
3 450 (9.38%) Maven
4 420 (8.76%) JIRA
5 375 (7.82%) Gradle
6 270 (5.63%) CircleCI
7 227 (4.73%) Mockito
8 225 (4.69%) GitLab
9 198 (4.13%) Subversion
10 182 (3.80%) Cypress.io
10 182 (3.80%) Team Foundation Server
11 173 (3.61%) JUnit
12 164 (3.42%) Octopus Deploy
13 152 (3.17%) TeamCity
14 130 (2.71%) webpack
15 129 (2.69%) Ant
16 111 (2.31%) Selenium
17 110 (2.29%) Bitbucket
18 98 (2.04%) Storybook
19 97 (2.02%) Travis CI
General
1 1,762 (36.75%) Finance
2 857 (17.87%) Social Skills
3 453 (9.45%) Inclusion and Diversity
4 444 (9.26%) Manufacturing
5 426 (8.88%) Banking
6 284 (5.92%) Games
7 248 (5.17%) Retail
8 233 (4.86%) Analytical Skills
9 157 (3.27%) Marketing
10 130 (2.71%) Legal
11 100 (2.09%) Publishing
12 94 (1.96%) Presentation Skills
13 92 (1.92%) Advertising
14 79 (1.65%) Public Sector
15 71 (1.48%) Influencing Skills
16 52 (1.08%) Front Office
17 51 (1.06%) Back Office
17 51 (1.06%) Financial Institution
18 41 (0.86%) Retail Banking
19 40 (0.83%) Law
Job Titles
1 1,247 (26.01%) Software Engineer
2 1,048 (21.86%) Developer
3 516 (10.76%) Senior Software Engineer
4 500 (10.43%) DevOps Engineer
5 425 (8.86%) Java Engineer
6 349 (7.28%) Full Stack Developer
7 334 (6.97%) Architect
8 318 (6.63%) Cloud Engineer
9 295 (6.15%) Principal Engineer
10 278 (5.80%) Data Engineer
11 276 (5.76%) AWS Engineer
11 276 (5.76%) Senior Developer
12 244 (5.09%) Senior DevOps
13 228 (4.75%) Senior DevOps Engineer
14 209 (4.36%) Java Developer
15 147 (3.07%) Senior Java Engineer
16 135 (2.82%) Lead Software Engineer
17 126 (2.63%) GCP Engineer
18 121 (2.52%) AWS Developer
19 114 (2.38%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1,691 (35.27%) React
2 1,448 (30.20%) Node.js
3 729 (15.20%) CSS
4 728 (15.18%) HTML
5 657 (13.70%) GraphQL
6 652 (13.60%) REST
7 615 (12.83%) .NET
8 576 (12.01%) Spring
9 556 (11.60%) RESTful
10 552 (11.51%) AngularJS
11 522 (10.89%) Kafka
12 362 (7.55%) React Native
12 362 (7.55%) Spring Boot
13 355 (7.40%) Vue.js
14 251 (5.23%) JSON
15 247 (5.15%) ASP.NET
16 223 (4.65%) Elastic Stack
17 222 (4.63%) Jest
18 216 (4.50%) HTML5
19 208 (4.34%) Web Services
Miscellaneous
1 583 (12.16%) User Experience
2 544 (11.35%) Algorithms
3 470 (9.80%) Data Structures
4 436 (9.09%) Cloud Native
5 416 (8.68%) Life Science
6 274 (5.71%) Mobile App
7 248 (5.17%) Linux Command Line
8 204 (4.25%) Greenfield Project
9 179 (3.73%) Public Cloud
10 140 (2.92%) Social Network
11 130 (2.71%) Blog
12 124 (2.59%) Hedge funds
13 123 (2.57%) Legacy Applications
14 108 (2.25%) Legacy Systems
15 102 (2.13%) Self-Motivation
16 99 (2.06%) IoT
17 97 (2.02%) Hackathon
18 94 (1.96%) Management Information System
19 92 (1.92%) Virtual Team
20 74 (1.54%) Renewable Energy
Operating Systems
1 502 (10.47%) Linux
2 275 (5.74%) Apple iOS
3 264 (5.51%) Windows
4 245 (5.11%) Android
5 226 (4.71%) Unix
6 92 (1.92%) Mesosphere
7 85 (1.77%) Windows Server
8 51 (1.06%) Embedded Linux
9 46 (0.96%) VMS
10 32 (0.67%) Ubuntu
11 10 (0.21%) Red Hat Enterprise Linux
12 8 (0.17%) Alpine Linux
12 8 (0.17%) Solaris
13 7 (0.15%) Kali Linux
14 6 (0.13%) Amazon Linux
14 6 (0.13%) CentOS
15 5 (0.10%) Mac OS X
15 5 (0.10%) Windows Server 2019
16 4 (0.083%) OpenWrt
17 3 (0.063%) Windows Server 2012
Processes & Methodologies
1 2,869 (59.83%) Agile
2 2,136 (44.55%) CI/CD
3 2,109 (43.98%) Software Engineering
4 2,096 (43.71%) DevOps
5 1,960 (40.88%) Microservices
6 1,391 (29.01%) TDD
7 1,041 (21.71%) Mentoring
8 998 (20.81%) Full Stack Development
9 968 (20.19%) Infrastructure as Code
10 941 (19.62%) Continuous Integration
11 901 (18.79%) Coaching
12 842 (17.56%) Test Automation
13 818 (17.06%) Event-Driven
14 690 (14.39%) Scrum
15 688 (14.35%) BDD
16 644 (13.43%) Machine Learning
17 635 (13.24%) Analytics
18 615 (12.83%) Data Science
19 614 (12.81%) Event-Driven Architecture
20 568 (11.85%) Pair Programming
Programming Languages
1 2,112 (44.05%) Python
2 1,825 (38.06%) JavaScript
3 1,806 (37.66%) Java
4 1,286 (26.82%) SQL
5 1,282 (26.74%) TypeScript
6 669 (13.95%) C#
7 556 (11.60%) Go
8 377 (7.86%) Ruby
9 339 (7.07%) PHP
10 331 (6.90%) PowerShell
11 239 (4.98%) Bash
12 185 (3.86%) Scala
13 176 (3.67%) C++
14 162 (3.38%) Shell Script
15 155 (3.23%) C
16 153 (3.19%) Perl
17 137 (2.86%) Rust
18 127 (2.65%) Kotlin
19 116 (2.42%) Objective-C
20 109 (2.27%) ES6
Qualifications
1 516 (10.76%) Degree
2 278 (5.80%) Computer Science Degree
3 63 (1.31%) Master's Degree
4 59 (1.23%) AWS Certification
5 48 (1.00%) Numerate Degree
6 29 (0.60%) Security Cleared
7 22 (0.46%) OCP
7 22 (0.46%) Oracle Certification
8 18 (0.38%) TOGAF Certification
9 17 (0.35%) SC Cleared
10 16 (0.33%) CISSP
11 14 (0.29%) Cisco Certification
11 14 (0.29%) Microsoft Certification
12 13 (0.27%) (ISC)2 CCSP
12 13 (0.27%) ITIL Certification
13 12 (0.25%) PhD
14 7 (0.15%) MBA
15 4 (0.083%) HND
15 4 (0.083%) SANS
16 3 (0.063%) GCIA
Quality Assurance & Compliance
1 406 (8.47%) QA
2 119 (2.48%) Accessibility
3 109 (2.27%) GDPR
4 66 (1.38%) Data Quality
5 33 (0.69%) PCI DSS
6 32 (0.67%) SLA
7 20 (0.42%) NIST
8 15 (0.31%) GxP
9 8 (0.17%) ISO/IEC 27001
10 3 (0.063%) HIPAA
10 3 (0.063%) Sarbanes-Oxley
11 2 (0.042%) IASME
11 2 (0.042%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.042%) SOC 2
12 1 (0.021%) Actionable Recommendations
12 1 (0.021%) EMIR
12 1 (0.021%) ISO 9001
12 1 (0.021%) MiFID
12 1 (0.021%) NCSC
12 1 (0.021%) PA-DSS
System Software
1 1,842 (38.42%) Docker
2 82 (1.71%) Virtual Machines
3 32 (0.67%) Active Directory
3 32 (0.67%) ISA Server
4 21 (0.44%) Firmware
5 11 (0.23%) VMware Infrastructure
6 9 (0.19%) Varnish
6 9 (0.19%) vSphere
7 8 (0.17%) VMware ESXi
8 6 (0.13%) LXC
9 5 (0.10%) VirtualBox
10 4 (0.083%) Hyper-V
10 4 (0.083%) zsh
11 1 (0.021%) Apache Flume
11 1 (0.021%) Ceph
11 1 (0.021%) NFS
11 1 (0.021%) OpenDJ
11 1 (0.021%) Virtual Desktop
11 1 (0.021%) XenApp
Systems Management
1 1,567 (32.68%) Kubernetes
2 1,417 (29.55%) Terraform
3 424 (8.84%) Ansible
4 336 (7.01%) Puppet
5 312 (6.51%) Opscode Chef
6 170 (3.55%) Kibana
7 149 (3.11%) Prometheus
8 148 (3.09%) logstash
9 138 (2.88%) Istio
10 129 (2.69%) Grafana
11 92 (1.92%) Automic
12 84 (1.75%) Consul
13 59 (1.23%) Rancher
14 48 (1.00%) Fortio
14 48 (1.00%) Kiali
15 41 (0.86%) Opsgenie
16 33 (0.69%) Pingdom
17 30 (0.63%) Mesos
18 28 (0.58%) HAProxy
18 28 (0.58%) ZABBIX
Vendors
1 769 (16.04%) Google
2 489 (10.20%) Microsoft
3 217 (4.53%) Splunk
4 112 (2.34%) New Relic
5 105 (2.19%) Oracle
6 79 (1.65%) Databricks
7 64 (1.33%) Salesforce.com
8 61 (1.27%) Confluent
9 59 (1.23%) Dell
10 51 (1.06%) Xamarin
11 32 (0.67%) Elastic Path
12 31 (0.65%) Adobe
13 30 (0.63%) Hitachi
14 29 (0.60%) IBM
14 29 (0.60%) Optimizely
14 29 (0.60%) Red Hat
15 28 (0.58%) Spotify
15 28 (0.58%) Zopa
16 25 (0.52%) Okta
16 25 (0.52%) ServiceNow