Period
to 29 September 2020

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 29 September 2020 with a comparison to the same period in the previous 2 years.

AWS Lambda
UK > England
6 months to
29 Sep 2020
Same period 2019 Same period 2018
Rank 198 350 592
Rank change year-on-year +152 +242 +342
Permanent jobs citing AWS Lambda 793 1,182 659
As % of all permanent jobs advertised in England 1.78% 0.92% 0.43%
As % of the Cloud Services category 4.50% 2.94% 1.72%
Number of salaries quoted 817 989 600
Median annual salary £75,000 £72,500 £62,500
Median salary % change year-on-year +3.45% +16.00% +4.17%
10th Percentile £46,700 £48,750 £38,750
90th Percentile £128,750 £110,000 £87,500
UK median annual salary £72,500 £72,500 £62,000
% change year-on-year - +16.94% +3.33%

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 17,615 40,268 38,280
As % of all permanent IT jobs advertised in England 39.54% 31.50% 24.82%
Number of salaries quoted 14,812 33,045 31,242
Median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +6.80%
10th Percentile £33,750 £30,000 £30,000
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 29 September 2020.

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 29 September 2020. 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
London +106 491 £90,000 +12.50% 97
North of England +124 109 £55,000 -11.29% 37
South East +199 89 £72,500 +11.54% 17
Yorkshire +179 56 £55,000 +10.00% 10
North West +38 52 £55,000 -12.00% 26
Midlands +120 47 £57,000 +3.64% 11
South West +118 37 £52,500 -22.22% 11
West Midlands +115 36 £55,000 - 8
East of England +154 20 £55,000 - 7
East Midlands +82 11 £60,000 -7.69% 3
North East +17 1 £60,000 +11.11% 1
AWS Lambda
UK

For the 6 months to 29 September 2020, 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.

1 787 (99.24%) Serverless
2 782 (98.61%) AWS
3 535 (67.47%) Python
4 442 (55.74%) DevOps
5 374 (47.16%) Agile Software Development
6 333 (41.99%) JavaScript
7 286 (36.07%) Java
8 282 (35.56%) Docker
9 279 (35.18%) Microservices
10 264 (33.29%) Finance
11 258 (32.53%) Software Engineering
12 252 (31.78%) Web Services
13 251 (31.65%) SQL
14 244 (30.77%) Kubernetes
15 241 (30.39%) Amazon S3
16 228 (28.75%) Amazon EC2
17 216 (27.24%) React
18 206 (25.98%) Node.js
19 205 (25.85%) Azure
20 201 (25.35%) Jenkins
21 198 (24.97%) Asset Management
22 191 (24.09%) Amazon ECS
23 190 (23.96%) Amazon DynamoDB
24 186 (23.46%) GCP
25 183 (23.08%) Hedge funds
26 178 (22.45%) Terraform
27 162 (20.43%) Banking
28 160 (20.18%) MySQL
28 160 (20.18%) SQL Server
29 158 (19.92%) Mentoring

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
1 130 (16.39%) Apache
2 37 (4.67%) Elasticsearch
3 26 (3.28%) Confluence
4 18 (2.27%) Apache Spark
5 12 (1.51%) Tomcat
6 10 (1.26%) Headless CMS
7 8 (1.01%) nginx
8 6 (0.76%) Apache Airflow
9 5 (0.63%) IIS
10 4 (0.50%) Hyperledger
10 4 (0.50%) Luigi
11 3 (0.38%) BizTalk Server
11 3 (0.38%) CMS
11 3 (0.38%) OpenStack
11 3 (0.38%) SilverStripe
11 3 (0.38%) WebLogic
11 3 (0.38%) WebSphere
11 3 (0.38%) WordPress
12 1 (0.13%) Anypoint
12 1 (0.13%) Apache Pig
Applications
1 6 (0.76%) Microsoft Office
2 5 (0.63%) Microsoft Excel
3 1 (0.13%) Chatbot
Business Applications
1 4 (0.50%) Eikon
2 3 (0.38%) Dynamics CRM
3 2 (0.25%) Adobe Campaign
3 2 (0.25%) Magento
4 1 (0.13%) Salesforce.com CRM
Cloud Services
1 787 (99.24%) Serverless
2 782 (98.61%) AWS
3 241 (30.39%) Amazon S3
4 228 (28.75%) Amazon EC2
5 205 (25.85%) Azure
6 191 (24.09%) Amazon ECS
7 186 (23.46%) GCP
8 134 (16.90%) SaaS
9 126 (15.89%) AWS CloudFormation
10 77 (9.71%) Apigee
11 61 (7.69%) Amazon Kinesis
11 61 (7.69%) AWS Elastic Beanstalk
12 54 (6.81%) Virtual Private Cloud
13 51 (6.43%) PaaS
14 49 (6.18%) Azure Functions
15 47 (5.93%) Route 53
16 44 (5.55%) Amazon SQS
17 43 (5.42%) Amazon ELB
18 40 (5.04%) IaaS
19 39 (4.92%) Amazon CloudWatch
Communications & Networking
1 45 (5.67%) DNS
2 26 (3.28%) Internet
3 13 (1.64%) VPN
4 11 (1.39%) Firewall
5 9 (1.13%) HTTP
5 9 (1.13%) Network Security
6 5 (0.63%) TCP/IP
7 4 (0.50%) AMQP
7 4 (0.50%) Intrusion Detection
8 2 (0.25%) FTP
8 2 (0.25%) SMTP
8 2 (0.25%) SSH
9 1 (0.13%) DSL
9 1 (0.13%) MQTT
9 1 (0.13%) SAN
9 1 (0.13%) SSL
Database & Business Intelligence
1 190 (23.96%) Amazon DynamoDB
2 160 (20.18%) MySQL
2 160 (20.18%) SQL Server
3 153 (19.29%) Amazon Redshift
4 148 (18.66%) PostgreSQL
5 97 (12.23%) Data Warehouse
6 91 (11.48%) MongoDB
7 80 (10.09%) Amazon RDS
8 65 (8.20%) NoSQL
9 35 (4.41%) Amazon Athena
10 32 (4.04%) Big Data
11 25 (3.15%) Redis
12 19 (2.40%) Relational Database
13 17 (2.14%) Amazon Aurora
14 14 (1.77%) BigQuery
14 14 (1.77%) Snowflake Schema
15 13 (1.64%) Apache Cassandra
15 13 (1.64%) Hadoop
16 12 (1.51%) Data Lake
17 11 (1.39%) Apache Ignite
Development Applications
1 201 (25.35%) Jenkins
2 102 (12.86%) GitLab
3 88 (11.10%) Git (software)
4 83 (10.47%) Artifactory
5 53 (6.68%) JIRA
6 40 (5.04%) TeamCity
7 19 (2.40%) Bitbucket
8 17 (2.14%) Selenium
9 15 (1.89%) CircleCI
10 14 (1.77%) webpack
11 12 (1.51%) WebDriver
12 11 (1.39%) Codeship
12 11 (1.39%) Cucumber
12 11 (1.39%) Octopus Deploy
13 8 (1.01%) Appium
13 8 (1.01%) Atlassian Bamboo
13 8 (1.01%) Charles Proxy
13 8 (1.01%) Sonatype Nexus
14 7 (0.88%) SonarQube
14 7 (0.88%) Vagrant
General
1 264 (33.29%) Finance
2 162 (20.43%) Banking
3 85 (10.72%) Front Office
4 83 (10.47%) Back Office
5 41 (5.17%) Law
6 33 (4.16%) Investment Banking
7 28 (3.53%) Retail
8 16 (2.02%) Telecoms
9 15 (1.89%) Marketing
10 12 (1.51%) Public Sector
11 11 (1.39%) Games
12 7 (0.88%) Advertising
12 7 (0.88%) Automotive
12 7 (0.88%) Manufacturing
13 3 (0.38%) Police
14 2 (0.25%) Financial Institution
14 2 (0.25%) Pharmaceutical
15 1 (0.13%) Legal
15 1 (0.13%) Publishing
Job Titles
1 302 (38.08%) Developer
2 127 (16.02%) DevOps Engineer
3 120 (15.13%) Software Engineer
4 114 (14.38%) Python Engineer
5 101 (12.74%) AWS Engineer
6 100 (12.61%) Python Developer
7 93 (11.73%) Developer/Software Engineer
8 86 (10.84%) JavaScript Developer
9 78 (9.84%) Architect
10 76 (9.58%) Full Stack Developer
10 76 (9.58%) Python Software Engineer
11 65 (8.20%) Cloud Architect
12 63 (7.94%) JavaScript Engineer
12 63 (7.94%) Solutions Architect
13 60 (7.57%) AWS DevOps
13 60 (7.57%) Data Architect
14 57 (7.19%) AWS Architect
14 57 (7.19%) Java Architect
14 57 (7.19%) Java Solutions Architect
14 57 (7.19%) Node.js Developer
Libraries, Frameworks & Software Standards
1 252 (31.78%) Web Services
2 216 (27.24%) React
3 206 (25.98%) Node.js
4 148 (18.66%) AngularJS
5 111 (14.00%) Vue.js
6 110 (13.87%) gRPC
7 83 (10.47%) HTML
8 80 (10.09%) OAuth
9 78 (9.84%) Swagger
10 73 (9.21%) CSS
11 70 (8.83%) REST
12 53 (6.68%) .NET
13 51 (6.43%) GraphQL
13 51 (6.43%) Kafka
14 49 (6.18%) HTML5
15 43 (5.42%) Flask
16 40 (5.04%) RESTful
17 38 (4.79%) Serverless Framework
18 31 (3.91%) Django
19 24 (3.03%) CSS3
Miscellaneous
1 183 (23.08%) Hedge funds
2 85 (10.72%) Derivative
2 85 (10.72%) Fixed Income
3 81 (10.21%) Equities
3 81 (10.21%) Foreign Exchange (FX)
4 73 (9.21%) Cloud Native
5 39 (4.92%) Mobile App
6 33 (4.16%) User Experience
7 30 (3.78%) Greenfield Project
8 26 (3.28%) Public Cloud
8 26 (3.28%) Self-Motivation
9 21 (2.65%) Analytical Skills
10 10 (1.26%) Linux Command Line
11 8 (1.01%) Algorithms
11 8 (1.01%) Blog
11 8 (1.01%) Enterprise Software
11 8 (1.01%) Social Media
12 7 (0.88%) Cybercrime
12 7 (0.88%) Data Centre
12 7 (0.88%) Replication
Operating Systems
1 111 (14.00%) Linux
2 41 (5.17%) Windows
3 20 (2.52%) Android
4 19 (2.40%) Apple iOS
5 13 (1.64%) Red Hat Enterprise Linux
5 13 (1.64%) Windows Server
6 10 (1.26%) CentOS
7 9 (1.13%) Unix
8 7 (0.88%) CoreOS
8 7 (0.88%) Ubuntu
9 4 (0.50%) Mesosphere
10 1 (0.13%) Debian
10 1 (0.13%) Windows Server 2012
10 1 (0.13%) Windows Server 2016
Processes & Methodologies
1 442 (55.74%) DevOps
2 374 (47.16%) Agile Software Development
3 279 (35.18%) Microservices
4 258 (32.53%) Software Engineering
5 198 (24.97%) Asset Management
6 158 (19.92%) Mentoring
7 146 (18.41%) Investment Management
8 120 (15.13%) TDD
9 108 (13.62%) Fintech
10 96 (12.11%) Continuous Integration
11 89 (11.22%) Infrastructure as Code
12 72 (9.08%) Technology Roadmap
13 66 (8.32%) BDD
14 63 (7.94%) Test Automation
15 60 (7.57%) Configuration Management
15 60 (7.57%) Scrum
16 59 (7.44%) Open Source
17 49 (6.18%) Site Reliability Engineering
18 44 (5.55%) Pair Programming
19 41 (5.17%) Task Automation
Programming Languages
1 535 (67.47%) Python
2 333 (41.99%) JavaScript
3 286 (36.07%) Java
4 251 (31.65%) SQL
5 122 (15.38%) TypeScript
6 85 (10.72%) Kotlin
7 71 (8.95%) Bash Shell
8 67 (8.45%) C#
9 58 (7.31%) PowerShell
10 45 (5.67%) PHP
11 38 (4.79%) Go
12 36 (4.54%) Ruby
13 25 (3.15%) C++
14 17 (2.14%) ES6
15 15 (1.89%) Scala
16 14 (1.77%) C
16 14 (1.77%) VB.NET
17 11 (1.39%) Clojure
18 9 (1.13%) ES7
18 9 (1.13%) PL/SQL
Qualifications
1 52 (6.56%) Sun Certification
2 41 (5.17%) Degree
3 18 (2.27%) Security Cleared
4 17 (2.14%) AWS Certification
4 17 (2.14%) SC Cleared
5 9 (1.13%) Computer Science Degree
6 6 (0.76%) ISEB
6 6 (0.76%) ISTQB
7 4 (0.50%) (ISC)2 CCSP
7 4 (0.50%) CCSP
7 4 (0.50%) Cisco Certification
7 4 (0.50%) CISSP
7 4 (0.50%) ITIL Certification
8 3 (0.38%) PhD
9 1 (0.13%) BPSS Clearance
Quality Assurance & Compliance
1 24 (3.03%) QA
2 12 (1.51%) GDPR
3 11 (1.39%) ISO/IEC 27001
3 11 (1.39%) NIST
3 11 (1.39%) NIST 800
4 8 (1.01%) SLA
System Software
1 282 (35.56%) Docker
2 7 (0.88%) GlusterFS
2 7 (0.88%) Varnish
2 7 (0.88%) VirtualBox
3 4 (0.50%) Active Directory
4 3 (0.38%) VMware Infrastructure
5 2 (0.25%) Apache ZooKeeper
5 2 (0.25%) vSphere
6 1 (0.13%) Apache Flume
6 1 (0.13%) HDFS
6 1 (0.13%) Hyper-V
6 1 (0.13%) Virtual Servers
6 1 (0.13%) zsh
Systems Management
1 244 (30.77%) Kubernetes
2 178 (22.45%) Terraform
3 72 (9.08%) Ansible
4 41 (5.17%) Puppet
5 24 (3.03%) Opscode Chef
6 13 (1.64%) Rancher
7 12 (1.51%) Kibana
8 11 (1.39%) Prometheus
9 10 (1.26%) logstash
10 7 (0.88%) Packer
11 6 (0.76%) Nagios
12 4 (0.50%) Automic
12 4 (0.50%) Consul
12 4 (0.50%) Mesos
13 3 (0.38%) Grafana
13 3 (0.38%) Marathon
13 3 (0.38%) Oozie
13 3 (0.38%) ZABBIX
14 1 (0.13%) Graphite
14 1 (0.13%) Salt
Vendors
1 152 (19.17%) Google
2 87 (10.97%) Oracle
3 24 (3.03%) Splunk
4 16 (2.02%) Salesforce.com
5 12 (1.51%) Microsoft
6 11 (1.39%) Atlassian
7 10 (1.26%) Red Hat
8 8 (1.01%) Talend
9 6 (0.76%) AppDynamics
9 6 (0.76%) Dynatrace
9 6 (0.76%) New Relic
10 5 (0.63%) Cisco
10 5 (0.63%) Databricks
10 5 (0.63%) Tableau
10 5 (0.63%) VMware
11 4 (0.50%) MuleSoft
11 4 (0.50%) Salesforce Marketing Cloud
12 3 (0.38%) Guidewire
12 3 (0.38%) Solace
12 3 (0.38%) StreamSets