Period
to 23 February 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 23 February 2020 with a comparison to the same period in the previous 2 years.

AWS Lambda
UK > England
6 months to
23 Feb 2020
Same period 2019 Same period 2018
Rank 337 512 795
Rank change year-on-year +175 +283 +257
Permanent jobs citing AWS Lambda 1,018 744 392
As % of all permanent IT jobs advertised in England 0.90% 0.53% 0.24%
As % of the Cloud Services category 2.65% 1.98% 1.10%
Number of salaries quoted 830 584 309
England median annual salary £72,500 £65,000 £60,000
Median salary % change year-on-year +11.54% +8.33% -4.00%
10th Percentile £43,750 £37,500 £43,750
90th Percentile £100,000 £100,000 £85,000
UK median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% -

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 38,432 37,617 35,785
As % of all permanent IT jobs advertised in England 34.14% 26.92% 21.70%
Number of salaries quoted 31,489 30,275 29,958
England median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £30,000 £30,500 £28,500
90th Percentile £92,500 £87,500 £82,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

AWS Lambda
Job Vacancy Trend in England

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

Job vacancy trend for AWS Lambda in England

AWS Lambda
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS Lambda in England.

Salary trend for AWS Lambda in England

AWS Lambda
Salary Histogram in England

The salary distribution of IT jobs citing AWS Lambda in England over the 6 months to 23 February 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 23 February 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 +139 650 £80,000 +14.29% 127
North of England +131 166 £62,500 +8.70% 43
North West +108 135 £62,500 +19.05% 25
South East +55 103 £70,000 +27.27% 37
Midlands +29 42 £49,150 -14.52% 23
East of England +64 28 £45,000 -18.18% 20
Yorkshire +52 26 £63,000 -3.08% 17
West Midlands +13 24 £48,300 -17.79% 17
South West +15 21 £49,546 +23.87% 6
East Midlands +40 18 £50,000 -9.09% 6
North East +14 5 £66,715 -4.69% 1
AWS Lambda
UK

For the 6 months to 23 February 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.

1 998 (98.04%) Serverless
2 990 (97.25%) AWS
3 472 (46.37%) Agile Software Development
4 457 (44.89%) Amazon S3
5 440 (43.22%) Python
6 424 (41.65%) DevOps
7 397 (39.00%) Amazon EC2
8 334 (32.81%) Java
9 323 (31.73%) Docker
10 314 (30.84%) Node.js
11 305 (29.96%) JavaScript
12 282 (27.70%) Software Engineering
12 282 (27.70%) Microservices
12 282 (27.70%) Terraform
13 268 (26.33%) Kubernetes
14 262 (25.74%) Amazon DynamoDB
15 258 (25.34%) Amazon RDS
16 236 (23.18%) Finance
17 230 (22.59%) AWS CloudFormation
18 206 (20.24%) Web Services
19 196 (19.25%) Git (software)
20 195 (19.16%) Jenkins
21 193 (18.96%) Amazon ECS
22 185 (18.17%) Linux
23 183 (17.98%) Continuous Integration
24 172 (16.90%) TDD
25 165 (16.21%) Amazon SQS
26 156 (15.32%) React
27 148 (14.54%) Ansible
28 144 (14.15%) Azure

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
1 136 (13.36%) Elasticsearch
2 64 (6.29%) Apache Spark
3 51 (5.01%) Confluence
4 38 (3.73%) Apache
5 14 (1.38%) CMS
5 14 (1.38%) Headless CMS
5 14 (1.38%) nginx
6 10 (0.98%) IIS
6 10 (0.98%) Tomcat
7 8 (0.79%) Apache Pig
8 6 (0.59%) Apache Airflow
9 4 (0.39%) Adobe Experience Manager
9 4 (0.39%) JBoss
9 4 (0.39%) OpenStack
10 2 (0.20%) Camunda
10 2 (0.20%) Cloud Foundry
10 2 (0.20%) Oracle SOA Suite
10 2 (0.20%) WildFly
11 1 (0.098%) Oracle Service Bus
11 1 (0.098%) Red Hat Fuse
Applications
1 3 (0.29%) Sketch
2 1 (0.098%) Figma
2 1 (0.098%) Photoshop
Business Applications
1 4 (0.39%) Markit EDM
1 4 (0.39%) SimCorp Dimension
2 3 (0.29%) Payment Gateway
3 2 (0.20%) Eikon
4 1 (0.098%) Magento
4 1 (0.098%) PolarLake
4 1 (0.098%) SDL Web 8
Cloud Services
1 998 (98.04%) Serverless
2 990 (97.25%) AWS
3 457 (44.89%) Amazon S3
4 397 (39.00%) Amazon EC2
5 230 (22.59%) AWS CloudFormation
6 193 (18.96%) Amazon ECS
7 165 (16.21%) Amazon SQS
8 144 (14.15%) Azure
9 118 (11.59%) Amazon Kinesis
10 113 (11.10%) Virtual Private Cloud
11 105 (10.31%) Amazon CloudWatch
12 80 (7.86%) CloudFront
13 75 (7.37%) Route 53
14 74 (7.27%) Amazon Cognito
15 66 (6.48%) GCP
16 62 (6.09%) GitHub
17 59 (5.80%) OpenShift
18 49 (4.81%) AWS Elastic Beanstalk
19 46 (4.52%) Amazon EKS
20 44 (4.32%) SaaS
Communications & Networking
1 49 (4.81%) HTTP
2 36 (3.54%) DNS
3 15 (1.47%) Firewall
4 14 (1.38%) Internet
5 13 (1.28%) SSL
6 10 (0.98%) VPN
7 9 (0.88%) DHCP
8 7 (0.69%) VoIP
9 6 (0.59%) TCP/IP
10 4 (0.39%) Network Security
11 3 (0.29%) Intrusion Detection
12 2 (0.20%) Asterisk PBX
12 2 (0.20%) SAN
12 2 (0.20%) tcpdump
12 2 (0.20%) WAN
12 2 (0.20%) Wireshark
13 1 (0.098%) BitTorrent
13 1 (0.098%) Broadband
13 1 (0.098%) CTI
13 1 (0.098%) RTP
Database & Business Intelligence
1 262 (25.74%) Amazon DynamoDB
2 258 (25.34%) Amazon RDS
3 115 (11.30%) MySQL
4 109 (10.71%) MongoDB
5 104 (10.22%) NoSQL
6 95 (9.33%) Amazon Redshift
7 89 (8.74%) Amazon Athena
8 82 (8.06%) Big Data
9 65 (6.39%) PostgreSQL
10 55 (5.40%) SQL Server
11 52 (5.11%) Apache Cassandra
12 47 (4.62%) Amazon Aurora
13 45 (4.42%) Redis
14 40 (3.93%) Data Warehouse
15 31 (3.05%) Hadoop
16 30 (2.95%) Relational Database
17 23 (2.26%) Apache Hive
18 15 (1.47%) Snowflake Schema
19 14 (1.38%) Cosmos DB
19 14 (1.38%) Looker
Development Applications
1 196 (19.25%) Git (software)
2 195 (19.16%) Jenkins
3 76 (7.47%) JIRA
4 67 (6.58%) Artifactory
5 53 (5.21%) GitLab
6 45 (4.42%) Maven
7 38 (3.73%) Bitbucket
8 37 (3.63%) Gradle
9 27 (2.65%) webpack
10 25 (2.46%) CircleCI
11 22 (2.16%) TeamCity
12 19 (1.87%) Atlassian Bamboo
13 18 (1.77%) WebDriver
14 16 (1.57%) Selenium
15 15 (1.47%) JMeter
15 15 (1.47%) PhantomJS
16 14 (1.38%) SonarQube
17 13 (1.28%) Cucumber
17 13 (1.28%) Sonatype Nexus
18 11 (1.08%) Travis CI
General
1 236 (23.18%) Finance
2 79 (7.76%) Front Office
3 45 (4.42%) Retail
4 32 (3.14%) Law
5 29 (2.85%) Marketing
6 21 (2.06%) Telecoms
7 16 (1.57%) Electronics
8 15 (1.47%) Banking
9 10 (0.98%) Games
9 10 (0.98%) Public Sector
10 8 (0.79%) Legal
11 5 (0.49%) Automotive
11 5 (0.49%) Manufacturing
12 4 (0.39%) Advertising
12 4 (0.39%) Billing
13 3 (0.29%) Publishing
14 2 (0.20%) Back Office
15 1 (0.098%) Investment Banking
15 1 (0.098%) Military
15 1 (0.098%) Pharmaceutical
Job Titles
1 402 (39.49%) Developer
2 184 (18.07%) AWS Engineer
3 173 (16.99%) DevOps Engineer
4 137 (13.46%) Software Engineer
5 123 (12.08%) Senior Developer
6 101 (9.92%) AWS Developer
7 99 (9.72%) Architect
8 97 (9.53%) Senior Software Engineer
9 84 (8.25%) Full Stack Developer
10 83 (8.15%) JavaScript Developer
11 71 (6.97%) Java Developer
11 71 (6.97%) Python Developer
12 62 (6.09%) AWS DevOps
13 59 (5.80%) AWS DevOps Engineer
14 58 (5.70%) Python Engineer
15 54 (5.30%) Cloud Engineer
16 49 (4.81%) Data Engineer
17 45 (4.42%) Senior Software Developer
18 44 (4.32%) AWS Architect
19 43 (4.22%) AWS Software Engineer
Libraries, Frameworks & Software Standards
1 314 (30.84%) Node.js
2 206 (20.24%) Web Services
3 156 (15.32%) React
4 143 (14.05%) HTML
5 137 (13.46%) AngularJS
6 136 (13.36%) CSS
7 123 (12.08%) REST
8 110 (10.81%) .NET
9 75 (7.37%) HTML5
10 64 (6.29%) Spring
11 63 (6.19%) RabbitMQ
12 62 (6.09%) GraphQL
13 60 (5.89%) JSON
14 59 (5.80%) .NET Core
15 56 (5.50%) CSS3
15 56 (5.50%) RESTful
16 48 (4.72%) Kafka
17 43 (4.22%) Serverless Framework
18 40 (3.93%) Elastic Stack
19 39 (3.83%) Vue.js
Miscellaneous
1 82 (8.06%) Fixed Income
2 81 (7.96%) Greenfield Project
3 77 (7.56%) Cloud Native
4 45 (4.42%) Analytical Skills
5 40 (3.93%) Derivative
5 40 (3.93%) Mobile App
6 38 (3.73%) Equities
7 35 (3.44%) Hedge funds
8 29 (2.85%) User Experience
9 28 (2.75%) Foreign Exchange (FX)
9 28 (2.75%) Linux Command Line
10 26 (2.55%) Enterprise Software
11 23 (2.26%) Public Cloud
12 21 (2.06%) Data Structures
13 20 (1.96%) Algorithms
14 19 (1.87%) Self-Motivation
15 17 (1.67%) Social Media
16 14 (1.38%) Hybrid Cloud
16 14 (1.38%) Virtual Team
17 13 (1.28%) Management Information System
Operating Systems
1 185 (18.17%) Linux
2 83 (8.15%) Windows
3 31 (3.05%) Unix
4 24 (2.36%) Android
4 24 (2.36%) Apple iOS
5 18 (1.77%) Windows Server 2012
6 13 (1.28%) Windows Server
7 11 (1.08%) CoreOS
8 8 (0.79%) Red Hat Enterprise Linux
8 8 (0.79%) Windows 10
9 6 (0.59%) CentOS
9 6 (0.59%) Ubuntu
10 4 (0.39%) Solaris
11 3 (0.29%) Amazon Linux
12 2 (0.20%) Debian
12 2 (0.20%) SUSE
Processes & Methodologies
1 472 (46.37%) Agile Software Development
2 424 (41.65%) DevOps
3 282 (27.70%) Microservices
3 282 (27.70%) Software Engineering
4 183 (17.98%) Continuous Integration
5 172 (16.90%) TDD
6 140 (13.75%) Test Automation
7 115 (11.30%) Mentoring
8 97 (9.53%) Asset Management
8 97 (9.53%) BDD
9 96 (9.43%) Infrastructure as Code
10 95 (9.33%) Analytics
11 88 (8.64%) Data Science
12 87 (8.55%) Scrum
13 86 (8.45%) Problem-Solving
14 81 (7.96%) Data Engineering
15 68 (6.68%) Computer Science
16 67 (6.58%) Continuous Deployment
17 64 (6.29%) Machine Learning
18 63 (6.19%) Fintech
Programming Languages
1 440 (43.22%) Python
2 334 (32.81%) Java
3 305 (29.96%) JavaScript
4 139 (13.65%) SQL
5 104 (10.22%) C#
6 85 (8.35%) TypeScript
7 78 (7.66%) Bash Shell
7 78 (7.66%) Ruby
8 74 (7.27%) R
9 71 (6.97%) Scala
10 67 (6.58%) Go
11 65 (6.39%) PowerShell
12 49 (4.81%) PHP
13 43 (4.22%) Java 8
14 31 (3.05%) C++
15 28 (2.75%) ES6
16 20 (1.96%) C
17 18 (1.77%) Shell Script
18 12 (1.18%) PHP 7
19 9 (0.88%) Kotlin
Qualifications
1 88 (8.64%) Degree
2 49 (4.81%) AWS Certification
3 21 (2.06%) Computer Science Degree
4 5 (0.49%) CESG Certified Professional
5 4 (0.39%) ITIL Certification
6 3 (0.29%) (ISC)2 CCSP
6 3 (0.29%) A+ Certification
6 3 (0.29%) CCSP
6 3 (0.29%) Cisco Certification
6 3 (0.29%) CISSP
7 2 (0.20%) HND
7 2 (0.20%) Master's Degree
7 2 (0.20%) PMI Certification
7 2 (0.20%) PMP
7 2 (0.20%) PRINCE2 Certification
7 2 (0.20%) Security Cleared
8 1 (0.098%) DV Cleared
8 1 (0.098%) MCIPD
8 1 (0.098%) Numerate Degree
8 1 (0.098%) SC Cleared
Quality Assurance & Compliance
1 45 (4.42%) QA
2 12 (1.18%) Data Quality
3 3 (0.29%) GDPR
3 3 (0.29%) ISO/IEC 27001
3 3 (0.29%) SLA
System Software
1 323 (31.73%) Docker
2 38 (3.73%) Active Directory
3 12 (1.18%) Virtual Desktop
4 10 (0.98%) Varnish
4 10 (0.98%) VMware Infrastructure
5 8 (0.79%) Hyper-V
5 8 (0.79%) Microsoft App-V
5 8 (0.79%) XenApp
6 7 (0.69%) Virtual Machines
7 5 (0.49%) Apache Flume
7 5 (0.49%) GlusterFS
7 5 (0.49%) OpenSSH
7 5 (0.49%) VirtualBox
8 4 (0.39%) vSphere
9 2 (0.20%) LXC
10 1 (0.098%) Kamailio
10 1 (0.098%) zsh
Systems Management
1 282 (27.70%) Terraform
2 268 (26.33%) Kubernetes
3 148 (14.54%) Ansible
4 61 (5.99%) Opscode Chef
5 55 (5.40%) Puppet
6 45 (4.42%) Packer
7 28 (2.75%) Kibana
8 24 (2.36%) Nagios
9 22 (2.16%) Prometheus
9 22 (2.16%) SCCM
10 21 (2.06%) logstash
11 16 (1.57%) Grafana
12 10 (0.98%) Rancher
13 9 (0.88%) Istio
14 8 (0.79%) Consul
14 8 (0.79%) SCOM
14 8 (0.79%) SCOrch
14 8 (0.79%) SCVMM
15 5 (0.49%) OSSEC
15 5 (0.49%) StatsD
Vendors
1 59 (5.80%) Google
2 40 (3.93%) Microsoft
3 30 (2.95%) Sage
4 26 (2.55%) Splunk
5 25 (2.46%) Oracle
6 22 (2.16%) Informatica
7 20 (1.96%) Talend
8 18 (1.77%) Tableau
9 17 (1.67%) Citrix
10 13 (1.28%) Dynatrace
11 11 (1.08%) Salesforce.com
11 11 (1.08%) SAP
12 10 (0.98%) VMware
13 9 (0.88%) Cloudera
13 9 (0.88%) Hortonworks
13 9 (0.88%) HP
14 7 (0.69%) New Relic
14 7 (0.69%) TIBCO
15 6 (0.59%) AppDynamics
15 6 (0.59%) ServiceNow