Period
to 20 November 2018

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 20 November 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
UK > England
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 572 843 1114
Rank change year-on-year +271 +271 +176
Permanent jobs citing AWS Lambda 652 332 97
As % of all permanent IT jobs advertised in England 0.43% 0.20% 0.055%
As % of the Cloud Services category 1.76% 1.04% 0.42%
Number of salaries quoted 545 275 91
England median annual salary £63,500 £60,000 £60,000
Median salary % change year-on-year +5.83% - -7.69%
10th Percentile £37,500 £40,500 £42,000
90th Percentile £92,500 £86,500 £87,500
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -7.69%

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 37,036 31,850 23,350
As % of all permanent IT jobs advertised in England 24.39% 18.89% 13.23%
Number of salaries quoted 29,991 26,472 19,773
England median annual salary £55,000 £52,500 £52,000
Median salary % change year-on-year +4.76% +0.96% +4.00%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
UK median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% -

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 20 November 2018.

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 20 November 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
London +213 424 £67,500 +12.50% 126
South East +117 108 £47,500 -24.00% 18
North of England +9 45 £51,250 +2.50% 13
Midlands +65 39 £82,500 +26.92% 9
West Midlands +68 35 £82,500 +26.92% 3
South West +13 31 £40,000 -20.00% 6
North West -5 27 £50,000 +11.11% 9
East of England +33 25 £56,250 -6.25% 8
Yorkshire +40 18 £55,000 -15.38% 3
East Midlands +11 3 £82,500 +26.92% 6
AWS Lambda
UK

For the 6 months to 20 November 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 England region with a requirement for AWS Lambda.

1 651 (99.85%) Amazon AWS
2 642 (98.47%) Serverless
3 307 (47.09%) Python
4 261 (40.03%) Agile Software Development
5 257 (39.42%) Amazon S3
6 256 (39.26%) DevOps
7 226 (34.66%) Amazon EC2
8 225 (34.51%) Docker
9 222 (34.05%) Java
10 214 (32.82%) Node.js
11 200 (30.67%) Linux
12 195 (29.91%) JavaScript
13 194 (29.75%) Amazon DynamoDB
14 165 (25.31%) Microservices
15 161 (24.69%) Amazon RDS
16 157 (24.08%) Terraform
17 147 (22.55%) Web Services
18 137 (21.01%) TDD
19 131 (20.09%) Kubernetes
20 130 (19.94%) Ansible
21 126 (19.33%) AWS CloudFormation
22 124 (19.02%) Continuous Integration
23 122 (18.71%) Jenkins
24 112 (17.18%) Git (software)
25 109 (16.72%) SQL
26 107 (16.41%) HTML
26 107 (16.41%) CSS
26 107 (16.41%) Microsoft Azure
27 104 (15.95%) Software Engineering
28 99 (15.18%) Virtual Private Cloud

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 63 (9.66%) Apache Spark
2 49 (7.52%) Elasticsearch
3 28 (4.29%) Apache
4 25 (3.83%) CMS
5 24 (3.68%) nginx
5 24 (3.68%) Tomcat
6 19 (2.91%) WordPress
7 17 (2.61%) eZ Publish
8 13 (1.99%) Apache Pig
9 9 (1.38%) Apache Solr
10 8 (1.23%) IIS
11 7 (1.07%) WildFly
12 6 (0.92%) WebLogic
13 5 (0.77%) Confluence
13 5 (0.77%) Drupal
13 5 (0.77%) OpenStack
14 4 (0.61%) Cloud Foundry
14 4 (0.61%) NServiceBus
14 4 (0.61%) Sitecore CMS
14 4 (0.61%) Umbraco
Applications
1 20 (3.07%) Microsoft Office
2 8 (1.23%) Microsoft Excel
2 8 (1.23%) Microsoft PowerPoint
3 1 (0.15%) HipChat
Business Applications
1 5 (0.77%) Remedy ITSM
2 4 (0.61%) thinkFolio
3 3 (0.46%) Salesforce.com CRM
4 1 (0.15%) Payment Gateway
Cloud Services
1 651 (99.85%) Amazon AWS
2 642 (98.47%) Serverless
3 257 (39.42%) Amazon S3
4 226 (34.66%) Amazon EC2
5 126 (19.33%) AWS CloudFormation
6 107 (16.41%) Microsoft Azure
7 99 (15.18%) Virtual Private Cloud
8 92 (14.11%) Amazon SQS
9 85 (13.04%) Amazon Kinesis
10 59 (9.05%) Amazon EMR
11 54 (8.28%) SaaS
12 51 (7.82%) Amazon CloudWatch
13 48 (7.36%) CloudFront
13 48 (7.36%) Route 53
14 47 (7.21%) Google Cloud Platform
15 38 (5.83%) Amazon ElastiCache
16 35 (5.37%) AWS CloudTrail
17 31 (4.75%) Amazon ELB
18 30 (4.60%) Azure Active Directory
19 28 (4.29%) GitHub
Communications & Networking
1 33 (5.06%) Network Security
2 28 (4.29%) Firewall
3 23 (3.53%) HTTP
4 20 (3.07%) DNS
5 13 (1.99%) TCP/IP
6 9 (1.38%) Internet
7 8 (1.23%) VPN
8 6 (0.92%) SNMP
9 4 (0.61%) Kerberos
9 4 (0.61%) LAN
10 3 (0.46%) BGP
10 3 (0.46%) EIGRP
10 3 (0.46%) IPsec
10 3 (0.46%) IPv4
10 3 (0.46%) IPv6
10 3 (0.46%) OSPF
11 2 (0.31%) DHCP
11 2 (0.31%) WAN
11 2 (0.31%) Wi-Fi
12 1 (0.15%) Ethernet
Database & Business Intelligence
1 194 (29.75%) Amazon DynamoDB
2 161 (24.69%) Amazon RDS
3 98 (15.03%) Amazon Redshift
4 81 (12.42%) Big Data
4 81 (12.42%) MySQL
5 57 (8.74%) NoSQL
6 54 (8.28%) Relational Database
7 45 (6.90%) Redis
8 43 (6.60%) SQL Server
9 42 (6.44%) Apache Hive
10 40 (6.13%) RDBMS
11 39 (5.98%) Hadoop
12 38 (5.83%) PostgreSQL
13 34 (5.21%) MongoDB
14 29 (4.45%) Cosmos DB
15 28 (4.29%) Apache Cassandra
16 25 (3.83%) Data Warehouse
17 21 (3.22%) Amazon Aurora
18 18 (2.76%) HBase
19 14 (2.15%) Amazon Athena
Development Applications
1 122 (18.71%) Jenkins
2 112 (17.18%) Git (software)
3 31 (4.75%) Maven
4 29 (4.45%) GitLab
5 23 (3.53%) Subversion
6 21 (3.22%) Selenium
7 18 (2.76%) JIRA
8 17 (2.61%) Atlassian Bamboo
9 16 (2.45%) Bitbucket
10 11 (1.69%) Cucumber
11 10 (1.53%) TeamCity
12 9 (1.38%) Mocha
12 9 (1.38%) Vagrant
13 8 (1.23%) ERwin
14 6 (0.92%) Sonatype Nexus
15 5 (0.77%) Gradle
15 5 (0.77%) Jasmine
15 5 (0.77%) SonarQube
15 5 (0.77%) Team Foundation Server
16 4 (0.61%) SoapUI
General
1 81 (12.42%) Finance
2 41 (6.29%) Retail
3 21 (3.22%) Games
4 19 (2.91%) Law
5 18 (2.76%) Hindi Language
5 18 (2.76%) Punjabi Language
5 18 (2.76%) Urdu Language
6 11 (1.69%) Advertising
7 10 (1.53%) Automotive
7 10 (1.53%) Marketing
8 9 (1.38%) Military
9 8 (1.23%) Banking
10 7 (1.07%) Music Industry
10 7 (1.07%) Telecoms
11 5 (0.77%) Electronics
12 4 (0.61%) Front Office
12 4 (0.61%) Legal
13 3 (0.46%) Billing
13 3 (0.46%) Publishing
14 2 (0.31%) Manufacturing
Job Titles
1 253 (38.80%) Developer
2 105 (16.10%) DevOps Engineer
3 103 (15.80%) Architect
4 75 (11.50%) AWS Engineer
5 65 (9.97%) Cloud Architect
6 49 (7.52%) Senior Developer
6 49 (7.52%) Software Engineer
7 45 (6.90%) AWS DevOps
8 43 (6.60%) Cloud Engineer
9 39 (5.98%) AWS Developer
10 37 (5.67%) AWS Architect
10 37 (5.67%) Solutions Architect
11 35 (5.37%) AWS DevOps Engineer
11 35 (5.37%) PHP Developer
12 34 (5.21%) Lead Architect
12 34 (5.21%) Software Developer
13 32 (4.91%) Data Engineer
14 31 (4.75%) Senior DevOps
15 30 (4.60%) JavaScript Developer
16 29 (4.45%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 214 (32.82%) Node.js
2 147 (22.55%) Web Services
3 107 (16.41%) CSS
3 107 (16.41%) HTML
4 80 (12.27%) React
5 76 (11.66%) AngularJS
6 75 (11.50%) .NET
7 65 (9.97%) RESTful
8 62 (9.51%) REST
9 45 (6.90%) Kafka
10 41 (6.29%) ASP.NET
11 39 (5.98%) JSON
12 38 (5.83%) ASP.NET Web API
13 34 (5.21%) Express
14 30 (4.60%) Spring
14 30 (4.60%) Spring Boot
15 29 (4.45%) Redux
16 27 (4.14%) MEAN Stack
17 26 (3.99%) LAMP
18 22 (3.37%) jQuery
Miscellaneous
1 59 (9.05%) Greenfield Project
2 51 (7.82%) Computer Science
3 28 (4.29%) User Experience
4 25 (3.83%) Cloud Native
4 25 (3.83%) Fintech
5 20 (3.07%) Analytical Skills
6 19 (2.91%) Public Cloud
7 18 (2.76%) Data Centre
8 16 (2.45%) Algorithms
9 14 (2.15%) Enterprise Software
10 13 (1.99%) Enterprise Cloud
11 12 (1.84%) Mobile App
12 9 (1.38%) Linux Command Line
13 7 (1.07%) Blog
13 7 (1.07%) Data Structures
14 6 (0.92%) Hybrid Cloud
14 6 (0.92%) Private Cloud
14 6 (0.92%) Smart Meter
15 5 (0.77%) Augmented Reality
15 5 (0.77%) Foreign Exchange (FX)
Operating Systems
1 200 (30.67%) Linux
2 57 (8.74%) Windows
3 15 (2.30%) CentOS
4 11 (1.69%) Unix
5 10 (1.53%) Android
5 10 (1.53%) Apple iOS
5 10 (1.53%) Ubuntu
5 10 (1.53%) Windows Server
6 7 (1.07%) Amazon Linux
7 6 (0.92%) Red Hat Enterprise Linux
8 5 (0.77%) Mac OS X
9 4 (0.61%) CoreOS
10 3 (0.46%) Solaris
10 3 (0.46%) VMS
11 2 (0.31%) Windows 10
12 1 (0.15%) DC/OS
12 1 (0.15%) FreeBSD
12 1 (0.15%) Mac OS
Processes & Methodologies
1 261 (40.03%) Agile Software Development
2 256 (39.26%) DevOps
3 165 (25.31%) Microservices
4 137 (21.01%) TDD
5 124 (19.02%) Continuous Integration
6 104 (15.95%) Software Engineering
7 97 (14.88%) Configuration Management
8 92 (14.11%) Test Automation
9 76 (11.66%) Scrum
10 73 (11.20%) Continuous Delivery
11 61 (9.36%) Problem-Solving
12 55 (8.44%) Continuous Deployment
13 51 (7.82%) Analytics
13 51 (7.82%) Web Development
14 47 (7.21%) BDD
14 47 (7.21%) Unit Testing
15 45 (6.90%) Project Management
16 44 (6.75%) Mentoring
16 44 (6.75%) Open Source
17 39 (5.98%) Machine Learning
Programming Languages
1 307 (47.09%) Python
2 222 (34.05%) Java
3 195 (29.91%) JavaScript
4 109 (16.72%) SQL
5 86 (13.19%) Scala
6 79 (12.12%) PHP
7 70 (10.74%) C#
8 68 (10.43%) Bash Shell
9 57 (8.74%) Ruby
10 50 (7.67%) Go
11 41 (6.29%) PowerShell
11 41 (6.29%) Shell Script
12 38 (5.83%) ES6
13 37 (5.67%) TypeScript
14 30 (4.60%) Java 8
15 21 (3.22%) C++
16 20 (3.07%) C
16 20 (3.07%) PL/SQL
17 19 (2.91%) R
18 16 (2.45%) Kotlin
Qualifications
1 46 (7.06%) Degree
2 41 (6.29%) AWS Certification
3 29 (4.45%) MCSA
3 29 (4.45%) MCSE
3 29 (4.45%) Microsoft Certification
4 28 (4.29%) Security Cleared
5 18 (2.76%) Computer Science Degree
6 6 (0.92%) DV Cleared
6 6 (0.92%) SC Cleared
7 5 (0.77%) DBS Check
7 5 (0.77%) ISEB
8 3 (0.46%) HND
8 3 (0.46%) MBA
8 3 (0.46%) Numerate Degree
9 2 (0.31%) CCNP
9 2 (0.31%) Cisco Certification
9 2 (0.31%) Master's Degree
10 1 (0.15%) CEH
10 1 (0.15%) GCIA
10 1 (0.15%) GCIH
Quality Assurance & Compliance
1 25 (3.83%) GDPR
2 19 (2.91%) QA
3 18 (2.76%) SLA
4 7 (1.07%) MiFID
5 3 (0.46%) Data Quality
5 3 (0.46%) PCI DSS
System Software
1 225 (34.51%) Docker
2 40 (6.13%) Active Directory
3 20 (3.07%) HDFS
4 10 (1.53%) Apache ZooKeeper
5 8 (1.23%) VMware ESXi
6 5 (0.77%) VMware Infrastructure
7 4 (0.61%) VMware Server
8 3 (0.46%) LXC
9 2 (0.31%) Virtual Servers
10 1 (0.15%) Apache Flume
10 1 (0.15%) Varnish
Systems Management
1 157 (24.08%) Terraform
2 131 (20.09%) Kubernetes
3 130 (19.94%) Ansible
4 83 (12.73%) Puppet
5 62 (9.51%) Opscode Chef
6 23 (3.53%) Packer
7 20 (3.07%) Oozie
8 19 (2.91%) Prometheus
9 18 (2.76%) Mesos
10 17 (2.61%) Grafana
11 13 (1.99%) Kibana
12 12 (1.84%) logstash
13 10 (1.53%) Docker Swarm
14 9 (1.38%) Nagios
14 9 (1.38%) Rancher
14 9 (1.38%) Salt
15 8 (1.23%) Host Intrusion Detection System
15 8 (1.23%) Single Sign-On
16 7 (1.07%) Ambari
16 7 (1.07%) Hadoop YARN
Vendors
1 54 (8.28%) Microsoft
2 43 (6.60%) Google
3 18 (2.76%) Oracle
3 18 (2.76%) Splunk
4 17 (2.61%) Red Hat
4 17 (2.61%) Salesforce.com
5 16 (2.45%) IBM
6 14 (2.15%) VMware
7 13 (1.99%) Tableau
8 12 (1.84%) Cloudera
9 10 (1.53%) Cognizant
9 10 (1.53%) Talend
10 9 (1.38%) TIBCO
11 8 (1.23%) New Relic
11 8 (1.23%) Solace
12 7 (1.07%) Cisco
13 6 (0.92%) Dynatrace
13 6 (0.92%) Hortonworks
13 6 (0.92%) SaltStack
13 6 (0.92%) Zend