Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
England > London
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 436 656 801
Rank change year-on-year +220 +145 +116
Permanent jobs citing AWS Lambda 451 193 87
As % of all permanent IT jobs advertised in London 0.65% 0.26% 0.11%
As % of the Cloud Services category 2.51% 1.33% 0.75%
Number of salaries quoted 391 174 74
London median annual salary £65,000 £60,000 £63,750
Median salary % change year-on-year +8.33% -5.88% +27.50%
10th Percentile £47,500 £43,750 £45,000
90th Percentile £90,000 £91,750 £97,500
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +9.09%

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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 17,933 14,493 11,643
As % of all permanent IT jobs advertised in London 25.85% 19.58% 14.33%
Number of salaries quoted 14,495 11,825 10,012
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £33,750 £33,500
90th Percentile £92,500 £87,500 £85,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

AWS Lambda
Job Vacancy Trend in London

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

Job vacancy trend for AWS Lambda in London

AWS Lambda
Salary Trend in London

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

Salary trend for AWS Lambda in London

AWS Lambda
Salary Histogram in London

The salary distribution of IT jobs citing AWS Lambda in London over the 6 months to 14 August 2018.

Salary histogram for AWS Lambda in London

AWS Lambda
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS Lambda within the London region over the 6 months to 14 August 2018. 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
Central London +38 102 £60,000 -14.29% 27
West London +19 9 £55,000 - 11
East London -2 2 £52,500 +0.96% 6
South London -8 2 £50,000 -9.09%
AWS Lambda
England

For the 6 months to 14 August 2018, 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 London region with a requirement for AWS Lambda.

1 451 (100.00%) Amazon AWS
2 448 (99.33%) Serverless
3 240 (53.22%) Python
4 173 (38.36%) DevOps
5 161 (35.70%) Agile Software Development
6 157 (34.81%) Docker
7 149 (33.04%) Amazon S3
8 142 (31.49%) Amazon EC2
9 129 (28.60%) AWS CloudFormation
10 128 (28.38%) Linux
11 120 (26.61%) Java
12 114 (25.28%) Node.js
12 114 (25.28%) Terraform
13 113 (25.06%) Microservices
14 109 (24.17%) Continuous Integration
15 107 (23.73%) Ansible
16 105 (23.28%) JavaScript
17 101 (22.39%) Jenkins
18 99 (21.95%) Amazon RDS
19 96 (21.29%) Amazon DynamoDB
19 96 (21.29%) Software Engineering
20 95 (21.06%) Configuration Management
21 90 (19.96%) Git (software)
22 89 (19.73%) TDD
23 88 (19.51%) Kubernetes
24 85 (18.85%) Virtual Private Cloud
25 73 (16.19%) REST
25 73 (16.19%) Big Data
26 71 (15.74%) Finance
27 70 (15.52%) SQL

AWS Lambda
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 61 (13.53%) Apache Spark
2 44 (9.76%) Elasticsearch
3 34 (7.54%) Drupal
4 22 (4.88%) Apache
5 19 (4.21%) CMS
6 15 (3.33%) WordPress
7 14 (3.10%) Tomcat
8 12 (2.66%) Moodle
9 10 (2.22%) Apache Solr
10 9 (2.00%) Apache Pig
10 9 (2.00%) NServiceBus
11 8 (1.77%) nginx
12 5 (1.11%) OpenStack
12 5 (1.11%) WildFly
13 4 (0.89%) Cloud Foundry
13 4 (0.89%) SAS
14 3 (0.67%) Confluence
15 2 (0.44%) Amazon Alexa
15 2 (0.44%) Luigi
16 1 (0.22%) Jupyter
Applications
1 2 (0.44%) Microsoft Excel
1 2 (0.44%) Microsoft PowerPoint
2 1 (0.22%) HipChat
2 1 (0.22%) Photoshop
Business Applications
1 8 (1.77%) Salesforce.com CRM
Cloud Services
1 451 (100.00%) Amazon AWS
2 448 (99.33%) Serverless
3 149 (33.04%) Amazon S3
4 142 (31.49%) Amazon EC2
5 129 (28.60%) AWS CloudFormation
6 85 (18.85%) Virtual Private Cloud
7 54 (11.97%) CloudFront
8 46 (10.20%) SaaS
9 40 (8.87%) Amazon EMR
9 40 (8.87%) Amazon Kinesis
10 37 (8.20%) Amazon SQS
10 37 (8.20%) Route 53
11 34 (7.54%) Amazon ElastiCache
11 34 (7.54%) Amazon ELB
12 33 (7.32%) Microsoft Azure
13 31 (6.87%) Amazon CloudWatch
14 26 (5.76%) Cloud Computing
14 26 (5.76%) IaaS
15 25 (5.54%) AWS Elastic Beanstalk
15 25 (5.54%) Heroku
Communications & Networking
1 32 (7.10%) DNS
2 29 (6.43%) HTTP
3 15 (3.33%) TCP/IP
3 15 (3.33%) Wireless
4 13 (2.88%) BGP
4 13 (2.88%) EIGRP
4 13 (2.88%) Firewall
4 13 (2.88%) LAN
4 13 (2.88%) OSPF
5 12 (2.66%) SSL
5 12 (2.66%) WAN
6 10 (2.22%) DHCP
7 7 (1.55%) VPN
8 4 (0.89%) Internet
8 4 (0.89%) Kerberos
8 4 (0.89%) Software-Defined Networking
9 3 (0.67%) IPsec
9 3 (0.67%) IPv4
9 3 (0.67%) IPv6
10 2 (0.44%) Wi-Fi
Database & Business Intelligence
1 99 (21.95%) Amazon RDS
2 96 (21.29%) Amazon DynamoDB
3 73 (16.19%) Big Data
4 60 (13.30%) NoSQL
5 50 (11.09%) MySQL
6 44 (9.76%) Amazon Redshift
7 42 (9.31%) Redis
8 39 (8.65%) Hadoop
9 37 (8.20%) PostgreSQL
10 32 (7.10%) Apache Hive
11 25 (5.54%) SQL Server
12 24 (5.32%) Relational Database
13 20 (4.43%) Data Warehouse
14 17 (3.77%) Apache Cassandra
15 16 (3.55%) Impala
16 15 (3.33%) Data Lake
16 15 (3.33%) MongoDB
17 14 (3.10%) RDBMS
18 12 (2.66%) InfluxDB
19 10 (2.22%) Parquet
Development Applications
1 101 (22.39%) Jenkins
2 90 (19.96%) Git (software)
3 24 (5.32%) Selenium
4 21 (4.66%) GitLab
5 17 (3.77%) Maven
6 16 (3.55%) Subversion
7 13 (2.88%) Karma Test Runner
8 12 (2.66%) TeamCity
9 11 (2.44%) Jasmine
9 11 (2.44%) JIRA
10 10 (2.22%) Bitbucket
10 10 (2.22%) PHPUnit
10 10 (2.22%) Protractor
11 9 (2.00%) Atlassian Bamboo
12 8 (1.77%) CircleCI
13 7 (1.55%) ERwin
14 5 (1.11%) webpack
15 4 (0.89%) git-flow
15 4 (0.89%) Liquibase
15 4 (0.89%) Visual Studio Team System
General
1 71 (15.74%) Finance
2 27 (5.99%) Retail
3 18 (3.99%) Banking
4 17 (3.77%) Advertising
5 13 (2.88%) Marketing
6 12 (2.66%) Games
7 9 (2.00%) Legal
8 6 (1.33%) Music Industry
9 5 (1.11%) Automotive
10 3 (0.67%) Pharmaceutical
11 1 (0.22%) Digital Economy
11 1 (0.22%) Law
11 1 (0.22%) Publishing
Job Titles
1 138 (30.60%) Developer
2 94 (20.84%) DevOps Engineer
3 89 (19.73%) AWS Engineer
4 50 (11.09%) AWS DevOps
5 44 (9.76%) AWS DevOps Engineer
5 44 (9.76%) Cloud Engineer
6 42 (9.31%) Senior Developer
7 39 (8.65%) Data Engineer
8 36 (7.98%) Senior DevOps
9 34 (7.54%) Architect
10 31 (6.87%) Senior DevOps Engineer
11 28 (6.21%) Java Developer
12 27 (5.99%) AWS Developer
12 27 (5.99%) Platform Engineer
12 27 (5.99%) Python Engineer
13 26 (5.76%) React Developer
14 24 (5.32%) Software Engineer
15 22 (4.88%) .NET Developer
16 21 (4.66%) Front End Developer (Client-Side Developer)
17 20 (4.43%) AWS Architect
Libraries, Frameworks & Software Standards
1 114 (25.28%) Node.js
2 73 (16.19%) REST
3 69 (15.30%) Web Services
4 66 (14.63%) CSS
5 63 (13.97%) HTML
6 51 (11.31%) AngularJS
6 51 (11.31%) React
7 40 (8.87%) Kafka
8 35 (7.76%) .NET
9 33 (7.32%) JSON
9 33 (7.32%) RESTful
10 28 (6.21%) HTML5
11 27 (5.99%) Spring
12 26 (5.76%) Sass
13 23 (5.10%) LAMP
14 20 (4.43%) ASP.NET Web API
15 18 (3.99%) .NET Core
16 16 (3.55%) ASP.NET
16 16 (3.55%) Redux
17 15 (3.33%) RabbitMQ
Miscellaneous
1 42 (9.31%) Fintech
2 31 (6.87%) Computer Science
3 21 (4.66%) Greenfield Project
4 20 (4.43%) Algorithms
5 13 (2.88%) Data Centre
5 13 (2.88%) Linux Command Line
6 12 (2.66%) Cloud Native
7 11 (2.44%) User Experience
8 10 (2.22%) Analytical Skills
8 10 (2.22%) Enterprise Software
8 10 (2.22%) Mobile App
9 9 (2.00%) Public Cloud
10 8 (1.77%) Blog
11 7 (1.55%) Derivative
11 7 (1.55%) Hedge funds
11 7 (1.55%) Market Risk
12 5 (1.11%) Music Streaming
12 5 (1.11%) Smart Meter
13 4 (0.89%) Replication
13 4 (0.89%) W3C
Operating Systems
1 128 (28.38%) Linux
2 27 (5.99%) CentOS
3 21 (4.66%) Windows
4 15 (3.33%) Red Hat Enterprise Linux
5 12 (2.66%) Ubuntu
6 9 (2.00%) Unix
7 8 (1.77%) Apple iOS
7 8 (1.77%) CoreOS
8 7 (1.55%) Android
9 5 (1.11%) Amazon Linux
10 4 (0.89%) Oracle Linux
11 2 (0.44%) Solaris
12 1 (0.22%) DC/OS
12 1 (0.22%) Mac OS
Processes & Methodologies
1 173 (38.36%) DevOps
2 161 (35.70%) Agile Software Development
3 113 (25.06%) Microservices
4 109 (24.17%) Continuous Integration
5 96 (21.29%) Software Engineering
6 95 (21.06%) Configuration Management
7 89 (19.73%) TDD
8 64 (14.19%) Test Automation
9 56 (12.42%) Continuous Delivery
10 54 (11.97%) Continuous Deployment
11 46 (10.20%) Unit Testing
12 45 (9.98%) Scrum
13 42 (9.31%) Web Development
14 41 (9.09%) Open Source
15 35 (7.76%) Analytics
16 32 (7.10%) ETL
17 31 (6.87%) Data Engineering
18 30 (6.65%) Problem-Solving
19 29 (6.43%) IT Strategy
20 28 (6.21%) Project Management
Programming Languages
1 240 (53.22%) Python
2 120 (26.61%) Java
3 105 (23.28%) JavaScript
4 70 (15.52%) SQL
5 62 (13.75%) Go
6 52 (11.53%) Bash Shell
7 51 (11.31%) Scala
8 44 (9.76%) C#
9 40 (8.87%) PHP
9 40 (8.87%) Ruby
10 24 (5.32%) Java 8
10 24 (5.32%) TypeScript
11 22 (4.88%) Kotlin
12 20 (4.43%) PowerShell
13 15 (3.33%) Shell Script
14 10 (2.22%) ES6
15 9 (2.00%) R
16 7 (1.55%) T-SQL
17 6 (1.33%) Groovy
17 6 (1.33%) Perl
Qualifications
1 47 (10.42%) AWS Certification
2 24 (5.32%) Degree
3 10 (2.22%) Computer Science Degree
4 3 (0.67%) Master's Degree
5 2 (0.44%) MBA
6 1 (0.22%) CCNP
6 1 (0.22%) CEH
6 1 (0.22%) Cisco Certification
6 1 (0.22%) CISSP
6 1 (0.22%) GCIA
6 1 (0.22%) GCIH
6 1 (0.22%) Sun Certification
Quality Assurance & Compliance
1 32 (7.10%) QA
2 13 (2.88%) GCP
3 4 (0.89%) WAI
4 3 (0.67%) ISO/IEC 27001
5 2 (0.44%) Data Quality
6 1 (0.22%) GDPR
6 1 (0.22%) PCI DSS
System Software
1 157 (34.81%) Docker
2 23 (5.10%) HDFS
3 10 (2.22%) Apache ZooKeeper
4 8 (1.77%) VMware ESXi
5 3 (0.67%) Active Directory
6 2 (0.44%) iptables
7 1 (0.22%) Apache Flume
7 1 (0.22%) Varnish
7 1 (0.22%) Virtual Machines
Systems Management
1 114 (25.28%) Terraform
2 107 (23.73%) Ansible
3 88 (19.51%) Kubernetes
4 61 (13.53%) Puppet
5 37 (8.20%) Opscode Chef
6 21 (4.66%) Oozie
7 15 (3.33%) Nagios
8 14 (3.10%) Grafana
9 13 (2.88%) Graphite
10 12 (2.66%) Check_MK
10 12 (2.66%) Packer
11 11 (2.44%) Single Sign-On
12 9 (2.00%) Capistrano
12 9 (2.00%) Mesos
13 8 (1.77%) Consul
13 8 (1.77%) ZABBIX
14 5 (1.11%) Cacti
14 5 (1.11%) Icinga
14 5 (1.11%) Prometheus
14 5 (1.11%) Rancher
Vendors
1 25 (5.54%) Google
2 22 (4.88%) Red Hat
3 21 (4.66%) Salesforce.com
4 18 (3.99%) Cisco
4 18 (3.99%) Splunk
4 18 (3.99%) Tableau
5 17 (3.77%) Oracle
6 16 (3.55%) CheckPoint
6 16 (3.55%) Cloudera
6 16 (3.55%) Talend
7 14 (3.10%) Microsoft
8 12 (2.66%) Cognizant
8 12 (2.66%) New Relic
9 9 (2.00%) Xamarin
10 8 (1.77%) VMware
11 6 (1.33%) Sun
12 5 (1.11%) Atlassian
13 4 (0.89%) Percona
13 4 (0.89%) Reuters
13 4 (0.89%) SolarWinds