Period
to 24 September 2019

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 24 September 2019 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
UK > England
6 months to
24 Sep 2019
Same period 2018 Same period 2017
Rank 351 606 922
Rank change year-on-year +255 +316 +174
Permanent jobs citing AWS Lambda 1,176 632 256
As % of all permanent IT jobs advertised in England 0.90% 0.41% 0.16%
As % of the Cloud Services category 2.87% 1.64% 0.84%
Number of salaries quoted 873 546 227
England median annual salary £72,500 £62,500 £60,000
Median salary % change year-on-year +16.00% +4.17% -
10th Percentile £47,500 £38,750 £37,500
90th Percentile £118,750 £88,125 £82,250
UK median annual salary £72,500 £62,500 £60,000
% change year-on-year +16.00% +4.17% -

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 40,912 38,486 30,655
As % of all permanent IT jobs advertised in England 31.42% 24.78% 18.70%
Number of salaries quoted 33,575 31,414 25,463
England median annual salary £55,000 £55,000 £50,500
Median salary % change year-on-year - +8.91% +1.00%
10th Percentile £30,000 £30,000 £28,500
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 24 September 2019.

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 24 September 2019. 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 +180 758 £81,250 +25.00% 141
North of England +133 172 £62,500 +25.00% 33
North West +135 151 £62,500 +38.89% 27
South East +38 102 £65,000 +39.78% 20
Midlands +61 70 £55,000 -29.03% 12
South West +48 51 £65,000 +18.18% 11
West Midlands +59 46 £55,000 -26.67% 2
East Midlands +43 24 £55,000 -31.25% 10
East of England +66 12 £55,000 -12.00% 11
North East +28 11 £54,000 -16.92%
Yorkshire -4 10 £50,000 - 6
AWS Lambda
UK

For the 6 months to 24 September 2019, 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 1,172 (99.66%) AWS
2 1,162 (98.81%) Serverless
3 676 (57.48%) Agile Software Development
4 590 (50.17%) Python
5 578 (49.15%) Amazon S3
6 529 (44.98%) DevOps
7 487 (41.41%) Amazon EC2
8 434 (36.90%) Docker
9 422 (35.88%) Software Engineering
10 412 (35.03%) Java
11 398 (33.84%) JavaScript
12 350 (29.76%) Amazon SQS
13 344 (29.25%) Microservices
14 340 (28.91%) Terraform
15 326 (27.72%) Node.js
16 320 (27.21%) Amazon RDS
17 304 (25.85%) Finance
18 290 (24.66%) Web Services
19 286 (24.32%) Amazon DynamoDB
19 286 (24.32%) Kubernetes
20 272 (23.13%) Amazon ECS
21 265 (22.53%) AWS CloudFormation
22 253 (21.51%) Linux
23 241 (20.49%) Jenkins
24 213 (18.11%) Continuous Integration
25 208 (17.69%) HTML
26 199 (16.92%) Ansible
27 197 (16.75%) Asset Management
28 194 (16.50%) Mentoring
29 187 (15.90%) CSS

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
1 155 (13.18%) Elasticsearch
2 56 (4.76%) Apache
3 48 (4.08%) Apache Spark
4 32 (2.72%) Confluence
5 25 (2.13%) IIS
6 24 (2.04%) nginx
7 8 (0.68%) Headless CMS
8 5 (0.43%) Anypoint
8 5 (0.43%) Apache Pig
8 5 (0.43%) CMS
8 5 (0.43%) SAS
9 4 (0.34%) Adobe Experience Manager
9 4 (0.34%) Cloud Foundry
9 4 (0.34%) Tomcat
10 3 (0.26%) Apache Airflow
10 3 (0.26%) MS Exchange
10 3 (0.26%) SharePoint
10 3 (0.26%) Tornado
11 2 (0.17%) Smallworld
11 2 (0.17%) WordPress
Applications
1 6 (0.51%) Microsoft Excel
2 4 (0.34%) Microsoft PowerPoint
3 3 (0.26%) Adobe Premiere
4 1 (0.085%) Chatbot
4 1 (0.085%) Microsoft Office
Business Applications
1 4 (0.34%) Dynamics CRM
1 4 (0.34%) Payment Gateway
2 2 (0.17%) Remedy ITSM
2 2 (0.17%) Shopify
3 1 (0.085%) SDL Web 8
Cloud Services
1 1,172 (99.66%) AWS
2 1,162 (98.81%) Serverless
3 578 (49.15%) Amazon S3
4 487 (41.41%) Amazon EC2
5 350 (29.76%) Amazon SQS
6 272 (23.13%) Amazon ECS
7 265 (22.53%) AWS CloudFormation
8 166 (14.12%) Amazon CloudWatch
9 137 (11.65%) Azure
10 125 (10.63%) Virtual Private Cloud
11 112 (9.52%) Amazon Kinesis
12 100 (8.50%) AWS Elastic Beanstalk
12 100 (8.50%) CloudFront
13 82 (6.97%) GitHub
14 76 (6.46%) GCP
15 73 (6.21%) Route 53
16 67 (5.70%) OpenShift
17 61 (5.19%) AWS Fargate
18 52 (4.42%) Amazon EKS
19 51 (4.34%) PaaS
Communications & Networking
1 46 (3.91%) HTTP
2 31 (2.64%) DNS
3 30 (2.55%) Internet
4 19 (1.62%) Firewall
5 18 (1.53%) FTP
5 18 (1.53%) SMTP
6 15 (1.28%) DHCP
7 14 (1.19%) MQTT
7 14 (1.19%) SSH
7 14 (1.19%) SSL
8 11 (0.94%) VPN
9 9 (0.77%) TCP/IP
10 6 (0.51%) Network Security
11 4 (0.34%) CTI
12 3 (0.26%) BitTorrent
12 3 (0.26%) Broadband
12 3 (0.26%) MPLS
12 3 (0.26%) Unified Communications
13 2 (0.17%) AMQP
13 2 (0.17%) Ethernet
Database & Business Intelligence
1 320 (27.21%) Amazon RDS
2 286 (24.32%) Amazon DynamoDB
3 138 (11.73%) MongoDB
4 120 (10.20%) MySQL
5 106 (9.01%) Amazon Athena
6 105 (8.93%) Amazon Redshift
7 98 (8.33%) NoSQL
8 93 (7.91%) PostgreSQL
9 72 (6.12%) Big Data
10 58 (4.93%) Amazon Aurora
10 58 (4.93%) Redis
11 53 (4.51%) SQL Server
12 39 (3.32%) Apache Cassandra
13 23 (1.96%) Hadoop
13 23 (1.96%) Relational Database
14 18 (1.53%) Presto
15 15 (1.28%) Apache Hive
15 15 (1.28%) Data Warehouse
16 13 (1.11%) Amazon QuickSight
17 10 (0.85%) Data Lake
Development Applications
1 241 (20.49%) Jenkins
2 170 (14.46%) Git (software)
3 105 (8.93%) Artifactory
3 105 (8.93%) GitLab
4 68 (5.78%) Maven
5 61 (5.19%) JIRA
6 48 (4.08%) Gradle
7 47 (4.00%) TeamCity
8 46 (3.91%) Bitbucket
9 39 (3.32%) Selenium
10 29 (2.47%) RStudio
11 28 (2.38%) Octopus Deploy
12 26 (2.21%) CircleCI
13 25 (2.13%) webpack
14 24 (2.04%) Travis CI
15 23 (1.96%) RSpec
16 21 (1.79%) JUnit
16 21 (1.79%) Vagrant
17 15 (1.28%) Brakeman
17 15 (1.28%) RuboCop
General
1 304 (25.85%) Finance
2 106 (9.01%) Front Office
3 52 (4.42%) Law
3 52 (4.42%) Marketing
4 45 (3.83%) Retail
5 34 (2.89%) Public Sector
5 34 (2.89%) Telecoms
6 25 (2.13%) Electronics
6 25 (2.13%) Manufacturing
7 18 (1.53%) Banking
8 13 (1.11%) Advertising
9 12 (1.02%) Games
10 11 (0.94%) Publishing
11 8 (0.68%) Legal
12 6 (0.51%) Investment Banking
13 2 (0.17%) Billing
14 1 (0.085%) Automotive
14 1 (0.085%) Back Office
14 1 (0.085%) Financial Institution
14 1 (0.085%) Multimedia
Job Titles
1 526 (44.73%) Developer
2 180 (15.31%) DevOps Engineer
3 171 (14.54%) AWS Engineer
4 132 (11.22%) Senior Developer
4 132 (11.22%) Software Engineer
5 118 (10.03%) AWS Developer
6 107 (9.10%) Java Developer
7 100 (8.50%) Python Developer
8 97 (8.25%) JavaScript Developer
9 88 (7.48%) Senior Software Engineer
10 81 (6.89%) Cloud Engineer
11 80 (6.80%) AWS DevOps
12 76 (6.46%) AWS DevOps Engineer
13 62 (5.27%) Front End Developer (Client-Side Developer)
13 62 (5.27%) Full Stack Developer
13 62 (5.27%) Senior DevOps
14 61 (5.19%) Senior DevOps Engineer
15 57 (4.85%) Architect
16 53 (4.51%) UI Developer
17 51 (4.34%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 326 (27.72%) Node.js
2 290 (24.66%) Web Services
3 208 (17.69%) HTML
4 187 (15.90%) CSS
5 185 (15.73%) React
6 171 (14.54%) AngularJS
7 151 (12.84%) .NET
8 113 (9.61%) REST
8 113 (9.61%) Spring
9 97 (8.25%) JSON
10 85 (7.23%) Vue.js
11 81 (6.89%) Elastic Stack
11 81 (6.89%) RESTful
12 76 (6.46%) HTML5
12 76 (6.46%) J2EE
13 67 (5.70%) Pandas
14 65 (5.53%) GraphQL
15 63 (5.36%) CSS3
16 62 (5.27%) XML
17 55 (4.68%) Hibernate
Miscellaneous
1 109 (9.27%) Fixed Income
2 78 (6.63%) Greenfield Project
3 73 (6.21%) Derivative
4 71 (6.04%) Hedge funds
5 57 (4.85%) Enterprise Software
6 45 (3.83%) Cloud Native
7 44 (3.74%) Foreign Exchange (FX)
8 42 (3.57%) Equities
9 39 (3.32%) Algorithms
10 38 (3.23%) Mobile App
11 31 (2.64%) Linux Command Line
12 29 (2.47%) Public Cloud
13 25 (2.13%) User Experience
14 20 (1.70%) Internet of Things
14 20 (1.70%) Self-Motivation
15 15 (1.28%) BBC
15 15 (1.28%) Smart Home
16 14 (1.19%) Analytical Skills
17 13 (1.11%) Social Media
18 12 (1.02%) Enterprise Cloud
Operating Systems
1 253 (21.51%) Linux
2 93 (7.91%) Windows
3 46 (3.91%) Unix
4 33 (2.81%) Android
5 32 (2.72%) Ubuntu
6 30 (2.55%) Apple iOS
7 22 (1.87%) CentOS
7 22 (1.87%) Windows Server
8 12 (1.02%) Red Hat Enterprise Linux
9 9 (0.77%) Debian
10 8 (0.68%) Amazon Linux
11 5 (0.43%) Fedora
11 5 (0.43%) FreeBSD
12 4 (0.34%) Windows Server 2008
12 4 (0.34%) Windows Server 2012
13 2 (0.17%) Mac OS
14 1 (0.085%) CoreOS
14 1 (0.085%) Mesosphere
14 1 (0.085%) SUSE
Processes & Methodologies
1 676 (57.48%) Agile Software Development
2 529 (44.98%) DevOps
3 422 (35.88%) Software Engineering
4 344 (29.25%) Microservices
5 213 (18.11%) Continuous Integration
6 197 (16.75%) Asset Management
7 194 (16.50%) Mentoring
8 155 (13.18%) TDD
9 145 (12.33%) Infrastructure as Code
10 130 (11.05%) Continuous Delivery
11 124 (10.54%) Test Automation
12 116 (9.86%) Deployment Automation
13 115 (9.78%) Problem-Solving
14 109 (9.27%) Analytics
14 109 (9.27%) Scrum
15 107 (9.10%) Data Science
16 106 (9.01%) E-Commerce
17 103 (8.76%) Continuous Deployment
18 91 (7.74%) Computer Science
18 91 (7.74%) Front End Development
Programming Languages
1 590 (50.17%) Python
2 412 (35.03%) Java
3 398 (33.84%) JavaScript
4 147 (12.50%) C#
5 133 (11.31%) SQL
6 103 (8.76%) PHP
7 100 (8.50%) R
8 93 (7.91%) TypeScript
9 90 (7.65%) Bash Shell
10 86 (7.31%) Ruby
11 74 (6.29%) Java 8
12 62 (5.27%) Go
13 57 (4.85%) Scala
14 52 (4.42%) PowerShell
15 40 (3.40%) C++
16 37 (3.15%) ES6
17 28 (2.38%) Shell Script
18 21 (1.79%) C
19 10 (0.85%) Kotlin
20 9 (0.77%) Apple Swift
Qualifications
1 69 (5.87%) Degree
2 37 (3.15%) AWS Certification
3 19 (1.62%) Computer Science Degree
4 15 (1.28%) Network+ Certification
5 7 (0.60%) Numerate Degree
5 7 (0.60%) Security Cleared
6 5 (0.43%) SC Cleared
7 4 (0.34%) A+ Certification
8 2 (0.17%) BPSS Clearance
8 2 (0.17%) ISEB
8 2 (0.17%) Microsoft Certification
8 2 (0.17%) PhD
Quality Assurance & Compliance
1 44 (3.74%) QA
2 4 (0.34%) WCAG
3 3 (0.26%) EMIR
3 3 (0.26%) GDPR
3 3 (0.26%) MiFID
3 3 (0.26%) SLA
4 2 (0.17%) ISO/IEC 27001
4 2 (0.17%) NCSC
5 1 (0.085%) Data Quality
System Software
1 434 (36.90%) Docker
2 46 (3.91%) Active Directory
3 23 (1.96%) Varnish
4 12 (1.02%) Hyper-V
5 6 (0.51%) Microsoft App-V
5 6 (0.51%) VMware Infrastructure
5 6 (0.51%) XenApp
6 5 (0.43%) OpenSSH
6 5 (0.43%) Squid
7 3 (0.26%) KVM
7 3 (0.26%) Virtual Desktop
8 1 (0.085%) HDFS
8 1 (0.085%) zsh
Systems Management
1 340 (28.91%) Terraform
2 286 (24.32%) Kubernetes
3 199 (16.92%) Ansible
4 78 (6.63%) Puppet
5 67 (5.70%) Kibana
6 62 (5.27%) Opscode Chef
7 52 (4.42%) Packer
8 46 (3.91%) Grafana
9 43 (3.66%) logstash
10 35 (2.98%) Prometheus
11 30 (2.55%) Nagios
12 12 (1.02%) Graphite
13 10 (0.85%) Mesos
14 6 (0.51%) Marathon
14 6 (0.51%) SCCM
14 6 (0.51%) SCOM
14 6 (0.51%) SCOrch
14 6 (0.51%) SCVMM
15 5 (0.43%) Consul
15 5 (0.43%) Rancher
Vendors
1 79 (6.72%) Microsoft
2 66 (5.61%) Splunk
3 50 (4.25%) Google
4 40 (3.40%) Sage
5 34 (2.89%) SAP
6 23 (1.96%) New Relic
7 20 (1.70%) AppDynamics
8 19 (1.62%) Oracle
9 16 (1.36%) Tableau
10 15 (1.28%) Dynatrace
11 13 (1.11%) Salesforce.com
12 10 (0.85%) VMware
13 9 (0.77%) Informatica
14 8 (0.68%) Atlassian
14 8 (0.68%) Talend
15 6 (0.51%) Instagram
15 6 (0.51%) MuleSoft
15 6 (0.51%) Red Hat
15 6 (0.51%) TIBCO
15 6 (0.51%) WSO2