Period
to 21 January 2022

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for AWS Lambda skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS Lambda over the 6 months to 21 January 2022 with a comparison to the same period in the previous 2 years.

AWS Lambda
UK > England
6 months to
21 Jan 2022
Same period 2021 Same period 2020
Rank 207 219 334
Rank change year-on-year +12 +115 +243
Permanent jobs citing AWS Lambda 1,956 912 1,088
As % of all permanent jobs advertised in England 1.76% 1.60% 0.93%
As % of the Cloud Services category 4.01% 3.86% 2.73%
Number of salaries quoted 1,040 805 849
10th Percentile £47,500 £47,500 £45,000
25th Percentile £60,000 £57,500 £57,500
Median annual salary (50th Percentile) £80,000 £72,500 £75,000
Median % change year-on-year +10.34% -3.33% +15.38%
75th Percentile £102,500 £92,500 £93,750
90th Percentile £132,500 £128,750 £120,000
UK median annual salary £80,000 £71,250 £75,000
% change year-on-year +12.28% -5.00% +20.00%

AWS Lambda 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 48,728 23,644 39,807
As % of all permanent IT jobs advertised in England 43.78% 41.54% 34.08%
Number of salaries quoted 34,194 20,373 32,944
10th Percentile £32,500 £32,500 £30,000
25th Percentile £43,750 £42,500 £39,944
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £80,000 £75,000 £75,000
90th Percentile £97,750 £90,000 £92,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

AWS Lambda
Job Vacancy Trend in England

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

Job vacancy trend for AWS Lambda in England

AWS Lambda
Salary Trend in England

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

Salary trend for AWS Lambda in England

AWS Lambda
Salary Histogram in England

Salary distribution for jobs citing AWS Lambda in England over the 6 months to 21 January 2022.

Salary histogram for AWS Lambda in England

AWS Lambda
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS Lambda within the England region over the 6 months to 21 January 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 +9 1,331 £90,000 +12.50% 164
South East -12 212 £65,000 -3.70% 22
North of England -58 165 £60,000 - 39
North West -36 95 £60,000 - 22
South West -34 81 £60,050 +9.18% 9
Yorkshire -43 65 £60,000 - 13
Midlands -107 59 £65,000 - 25
East of England -68 47 £70,000 +33.33% 12
East Midlands -39 31 £50,000 - 9
West Midlands -96 28 £70,000 +7.69% 16
North East -36 4 £45,000 -14.29% 4
South Coast - 3 - -
AWS Lambda
UK

For the 6 months to 21 January 2022, IT jobs citing AWS Lambda 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 AWS Lambda.

1 1,920 (98.16%) Serverless
2 1,907 (97.49%) AWS
3 1,162 (59.41%) Agile Software Development
4 895 (45.76%) Python
5 853 (43.61%) Software Engineering
6 814 (41.62%) DevOps
7 802 (41.00%) Amazon S3
8 787 (40.24%) JavaScript
9 774 (39.57%) CI/CD
10 730 (37.32%) React
11 716 (36.61%) Terraform
12 675 (34.51%) Docker
13 649 (33.18%) Node.js
14 647 (33.08%) Amazon DynamoDB
15 627 (32.06%) Java
16 624 (31.90%) TypeScript
17 576 (29.45%) Amazon EC2
18 565 (28.89%) Microservices
19 545 (27.86%) Full Stack Development
20 537 (27.45%) Finance
21 525 (26.84%) Kubernetes
22 456 (23.31%) Amazon RDS
23 453 (23.16%) Azure
24 449 (22.96%) SQL
25 434 (22.19%) Amazon SQS
26 424 (21.68%) TDD
27 388 (19.84%) AWS CloudFormation
28 346 (17.69%) Continuous Integration
29 337 (17.23%) Analytics
30 331 (16.92%) Amazon ECS

AWS Lambda
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
1 159 (8.13%) Apache
2 139 (7.11%) Elasticsearch
3 85 (4.35%) Apache Spark
4 74 (3.78%) Confluence
5 59 (3.02%) Apache Airflow
6 24 (1.23%) CMS
7 10 (0.51%) nginx
8 7 (0.36%) Drupal
8 7 (0.36%) IIS
8 7 (0.36%) NServiceBus
8 7 (0.36%) Tomcat
9 6 (0.31%) SAS
9 6 (0.31%) WordPress
10 5 (0.26%) Adobe Experience Manager
10 5 (0.26%) Apache Solr
10 5 (0.26%) Camunda
10 5 (0.26%) concrete5
10 5 (0.26%) Oracle Workflow
10 5 (0.26%) Umbraco
11 3 (0.15%) Skype for Business
Applications
1 10 (0.51%) Sketch
2 8 (0.41%) Microsoft Excel
3 6 (0.31%) Chatbot
3 6 (0.31%) Microsoft PowerPoint
3 6 (0.31%) Photoshop
4 3 (0.15%) Adobe Illustrator
5 2 (0.10%) FileZilla
5 2 (0.10%) Microsoft Office
Business Applications
1 53 (2.71%) Sentinel
2 5 (0.26%) Oracle BPM
3 4 (0.20%) Dynamics CRM
4 3 (0.15%) Payment Gateway
4 3 (0.15%) Shopify
5 1 (0.051%) SDL Web 8
Cloud Services
1 1,920 (98.16%) Serverless
2 1,907 (97.49%) AWS
3 802 (41.00%) Amazon S3
4 576 (29.45%) Amazon EC2
5 453 (23.16%) Azure
6 434 (22.19%) Amazon SQS
7 388 (19.84%) AWS CloudFormation
8 331 (16.92%) Amazon ECS
9 269 (13.75%) Amazon CloudWatch
10 262 (13.39%) GCP
11 241 (12.32%) AWS Step Functions
12 195 (9.97%) SaaS
13 183 (9.36%) Amazon Kinesis
14 154 (7.87%) CloudFront
15 151 (7.72%) Amazon EKS
16 149 (7.62%) GitHub
17 127 (6.49%) Virtual Private Cloud
18 122 (6.24%) AWS CloudTrail
19 107 (5.47%) AWS Fargate
20 102 (5.21%) Amazon EMR
Communications & Networking
1 49 (2.51%) Cisco IPT
2 36 (1.84%) HTTP
3 23 (1.18%) Firewall
3 23 (1.18%) VPN
4 21 (1.07%) DNS
5 20 (1.02%) TCP/IP
6 18 (0.92%) Internet
7 13 (0.66%) Broadband
8 11 (0.56%) WebEx
9 10 (0.51%) SSH
10 7 (0.36%) IPv6
10 7 (0.36%) RTSP
10 7 (0.36%) UPnP
11 6 (0.31%) HTTPS
11 6 (0.31%) Intranet
11 6 (0.31%) SD-WAN
11 6 (0.31%) WAN
12 5 (0.26%) SSL
13 4 (0.20%) Network Security
14 3 (0.15%) tcpdump
Database & Business Intelligence
1 647 (33.08%) Amazon DynamoDB
2 456 (23.31%) Amazon RDS
3 263 (13.45%) MySQL
4 239 (12.22%) NoSQL
5 232 (11.86%) Amazon Aurora
6 229 (11.71%) PostgreSQL
7 202 (10.33%) Amazon Athena
8 188 (9.61%) Amazon Redshift
9 163 (8.33%) Big Data
9 163 (8.33%) MongoDB
10 115 (5.88%) SQL Server
11 112 (5.73%) Redis
12 104 (5.32%) Data Lake
13 68 (3.48%) Apache Ignite
14 66 (3.37%) Electronic Patient Records
15 53 (2.71%) Relational Database
16 50 (2.56%) Data Warehouse
17 26 (1.33%) Blockchain
18 23 (1.18%) Hadoop
19 21 (1.07%) Power BI
Development Applications
1 307 (15.70%) Git (software)
2 257 (13.14%) Jenkins
3 144 (7.36%) JIRA
4 111 (5.67%) GitLab
5 102 (5.21%) Bitbucket
6 69 (3.53%) Maven
7 44 (2.25%) Selenium
8 42 (2.15%) webpack
9 41 (2.10%) CircleCI
9 41 (2.10%) Gradle
10 38 (1.94%) Cypress.io
11 36 (1.84%) Atlassian Bamboo
11 36 (1.84%) Octopus Deploy
12 35 (1.79%) TeamCity
13 34 (1.74%) Mockito
14 30 (1.53%) Artifactory
15 29 (1.48%) Cucumber
16 28 (1.43%) Storybook
17 24 (1.23%) JUnit
17 24 (1.23%) Travis CI
General
1 537 (27.45%) Finance
2 300 (15.34%) Social Skills
3 180 (9.20%) Front Office
4 179 (9.15%) Banking
5 71 (3.63%) Inclusion and Diversity
6 70 (3.58%) Analytical Skills
7 66 (3.37%) Retail
8 64 (3.27%) Marketing
9 52 (2.66%) Games
10 28 (1.43%) Legal
11 21 (1.07%) Back Office
12 19 (0.97%) Presentation Skills
13 16 (0.82%) Public Sector
14 15 (0.77%) Advertising
14 15 (0.77%) Manufacturing
14 15 (0.77%) Publishing
15 14 (0.72%) Financial Institution
15 14 (0.72%) Law
16 13 (0.66%) Telecoms
17 12 (0.61%) Electronics
Job Titles
1 714 (36.50%) Developer
2 553 (28.27%) Software Engineer
3 307 (15.70%) AWS Engineer
4 235 (12.01%) Developer/Software Engineer
5 187 (9.56%) DevOps Engineer
6 181 (9.25%) Senior Developer
7 153 (7.82%) AWS Developer
8 139 (7.11%) Cloud Engineer
9 137 (7.00%) AWS Software Engineer
10 133 (6.80%) Python Engineer
11 128 (6.54%) Python Developer
12 126 (6.44%) Full Stack Developer
13 125 (6.39%) Data Engineer
14 122 (6.24%) Java Developer
15 120 (6.13%) Senior Software Engineer
16 119 (6.08%) Python Software Engineer
16 119 (6.08%) React Developer
17 113 (5.78%) Security Engineer
18 99 (5.06%) Java Engineer
19 97 (4.96%) Architect
Libraries, Frameworks & Software Standards
1 730 (37.32%) React
2 649 (33.18%) Node.js
3 246 (12.58%) CSS
4 238 (12.17%) .NET
5 237 (12.12%) Kafka
6 236 (12.07%) AngularJS
7 215 (10.99%) GraphQL
8 212 (10.84%) HTML
9 173 (8.84%) REST
10 166 (8.49%) Vue.js
11 163 (8.33%) Spring
12 122 (6.24%) Spring Boot
13 119 (6.08%) Web Services
14 116 (5.93%) HTML5
15 114 (5.83%) JSON
16 102 (5.21%) RESTful
17 96 (4.91%) XML
18 95 (4.86%) gRPC
19 93 (4.75%) .NET Core
20 90 (4.60%) Material-UI
Miscellaneous
1 171 (8.74%) Hedge funds
2 134 (6.85%) User Experience
3 106 (5.42%) Cloud Native
4 81 (4.14%) Pricing Data
5 75 (3.83%) Enterprise Software
6 74 (3.78%) Derivative
7 71 (3.63%) Foreign Exchange (FX)
7 71 (3.63%) Greenfield Project
8 68 (3.48%) Equities
8 68 (3.48%) Fixed Income
9 67 (3.43%) Mobile App
10 53 (2.71%) Self-Motivation
11 41 (2.10%) Public Cloud
12 40 (2.04%) Algorithms
13 37 (1.89%) Data Structures
13 37 (1.89%) Social Media
14 31 (1.58%) Social Network
15 30 (1.53%) iPad
16 27 (1.38%) e-Learning
17 26 (1.33%) Management Information System
Operating Systems
1 297 (15.18%) Linux
2 168 (8.59%) Windows
3 63 (3.22%) Unix
4 53 (2.71%) Mac OS
5 31 (1.58%) Windows Server
6 24 (1.23%) Apple iOS
7 18 (0.92%) Android
8 17 (0.87%) Mesosphere
9 16 (0.82%) Ubuntu
10 11 (0.56%) Red Hat Enterprise Linux
11 7 (0.36%) Alpine Linux
11 7 (0.36%) CentOS
12 5 (0.26%) Windows Server 2012
12 5 (0.26%) Windows Server 2016
12 5 (0.26%) Windows Server 2019
13 4 (0.20%) OpenWrt
14 3 (0.15%) VMS
15 2 (0.10%) Mac OS X
15 2 (0.10%) Windows Server 2003
15 2 (0.10%) Windows Server 2008
Processes & Methodologies
1 1,162 (59.41%) Agile Software Development
2 853 (43.61%) Software Engineering
3 814 (41.62%) DevOps
4 774 (39.57%) CI/CD
5 565 (28.89%) Microservices
6 545 (27.86%) Full Stack Development
7 424 (21.68%) TDD
8 346 (17.69%) Continuous Integration
9 337 (17.23%) Analytics
10 318 (16.26%) Asset Management
11 300 (15.34%) Test Automation
12 274 (14.01%) Mentoring
13 252 (12.88%) Infrastructure as Code
14 232 (11.86%) Investment Management
15 227 (11.61%) Data Science
16 225 (11.50%) Scrum
17 211 (10.79%) Continuous Improvement
18 208 (10.63%) Artificial Intelligence
19 199 (10.17%) Problem-Solving
20 190 (9.71%) BDD
Programming Languages
1 895 (45.76%) Python
2 787 (40.24%) JavaScript
3 627 (32.06%) Java
4 624 (31.90%) TypeScript
5 449 (22.96%) SQL
6 293 (14.98%) C#
7 226 (11.55%) Go
8 183 (9.36%) Scala
9 179 (9.15%) PowerShell
10 145 (7.41%) Kotlin
11 127 (6.49%) Bash
11 127 (6.49%) PHP
12 122 (6.24%) Ruby
13 74 (3.78%) Java 8
14 68 (3.48%) Clojure
15 63 (3.22%) Perl
16 58 (2.97%) ES6
17 53 (2.71%) VB
18 51 (2.61%) Java 11
19 45 (2.30%) T-SQL
Qualifications
1 199 (10.17%) Degree
2 142 (7.26%) AWS Certification
3 87 (4.45%) Computer Science Degree
4 52 (2.66%) GCFA
4 52 (2.66%) GCFE
4 52 (2.66%) GCIA
4 52 (2.66%) GCIH
4 52 (2.66%) SANS
5 50 (2.56%) Cisco Certification
5 50 (2.56%) CISSP
6 49 (2.51%) (ISC)2 CCSP
7 43 (2.20%) Security Cleared
8 24 (1.23%) SC Cleared
9 14 (0.72%) CCSP
10 7 (0.36%) MBA
11 5 (0.26%) PhD
12 4 (0.20%) OCPJP
12 4 (0.20%) Oracle Certification
12 4 (0.20%) Sun Certification
13 2 (0.10%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 199 (10.17%) QA
2 22 (1.12%) Accessibility
3 17 (0.87%) GxP
4 13 (0.66%) SLA
5 10 (0.51%) Data Quality
5 10 (0.51%) PCI DSS
6 3 (0.15%) ISO/IEC 27001
7 2 (0.10%) CDISC
7 2 (0.10%) HL7
7 2 (0.10%) IEC 62304
7 2 (0.10%) ISO 13485
7 2 (0.10%) PSD2
8 1 (0.051%) GDPR
8 1 (0.051%) NIST
System Software
1 675 (34.51%) Docker
2 31 (1.58%) Active Directory
3 12 (0.61%) Hyper-V
4 11 (0.56%) Microsoft App-V
4 11 (0.56%) XenApp
5 8 (0.41%) HDFS
6 5 (0.26%) Apache ZooKeeper
6 5 (0.26%) Virtual Machines
6 5 (0.26%) Virtual Servers
7 4 (0.20%) Ceph
7 4 (0.20%) NFS
7 4 (0.20%) VMware Infrastructure
8 3 (0.15%) Virtual Desktop
9 2 (0.10%) Firmware
9 2 (0.10%) ISA Server
9 2 (0.10%) Varnish
9 2 (0.10%) VMware ESXi
9 2 (0.10%) vSphere
10 1 (0.051%) VMware Workstation
Systems Management
1 716 (36.61%) Terraform
2 525 (26.84%) Kubernetes
3 170 (8.69%) Ansible
4 83 (4.24%) Puppet
5 68 (3.48%) Opscode Chef
6 53 (2.71%) Grafana
7 38 (1.94%) Prometheus
8 35 (1.79%) Kibana
9 21 (1.07%) Istio
10 19 (0.97%) Consul
11 17 (0.87%) Automic
12 16 (0.82%) logstash
12 16 (0.82%) Nagios
13 14 (0.72%) Graphite
14 13 (0.66%) Packer
15 11 (0.56%) EdgeSight
15 11 (0.56%) Rancher
15 11 (0.56%) SCCM
15 11 (0.56%) SCOM
15 11 (0.56%) SCOrch
Vendors
1 126 (6.44%) Microsoft
2 108 (5.52%) Google
3 83 (4.24%) Databricks
4 54 (2.76%) Oracle
5 42 (2.15%) Splunk
6 36 (1.84%) New Relic
7 19 (0.97%) Atlassian
7 19 (0.97%) Facebook
8 17 (0.87%) Confluent
8 17 (0.87%) VMware
8 17 (0.87%) Zend
9 16 (0.82%) Salesforce.com
10 15 (0.77%) Adobe
10 15 (0.77%) Apple
11 14 (0.72%) Informatica
11 14 (0.72%) ServiceNow
12 13 (0.66%) Citrix
12 13 (0.66%) Rakuten
12 13 (0.66%) Red Hat
13 12 (0.61%) HP