Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Serverless skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Serverless over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Serverless Computing
UK > England
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 674 1042 1238
Rank change year-on-year +368 +196 -
Permanent jobs citing Serverless 536 153 35
As % of all permanent IT jobs advertised in England 0.32% 0.087% 0.017%
As % of the Cloud Services category 1.65% 0.66% 0.18%
Number of salaries quoted 465 139 21
England median annual salary £60,000 £60,000 £65,000
Median salary % change year-on-year - -7.69% -
10th Percentile £41,250 £42,500 £48,175
90th Percentile £90,000 £87,500 £92,500
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% -

Serverless 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 32405 23244 19607
As % of all permanent IT jobs advertised in England 19.28% 13.29% 9.67%
Number of salaries quoted 27059 19659 16588
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £27,750 £28,645 £27,500
90th Percentile £81,440 £80,000 £78,750
UK median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% +5.26%

Serverless
Job Vacancy Trend in England

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

Job vacancy trend for Serverless in England

Serverless
Salary Trend in England

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

Salary trend for Serverless in England

Serverless
Salary Histogram in England

The salary distribution of IT jobs citing Serverless in England over the 6 months to 15 December 2017.

Salary histogram for Serverless in England

Serverless
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the England region over the 6 months to 15 December 2017. 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 +171 301 £62,500 -3.85% 50
North of England +71 70 £50,000 +8.70% 8
South West +66 60 £50,000 -9.09% 6
North West +50 55 £50,000 +8.70% 4
Midlands +55 37 £55,000 +6.80% 13
South East +75 35 £50,000 -16.67% 5
East of England +22 30 £60,000 +4.35% 2
East Midlands +44 19 £45,000 -12.62% 3
West Midlands - 18 £60,000 - 10
Yorkshire +38 13 £47,500 +35.71% 4
North East - 2 £65,000 -
Serverless
UK

For the 6 months to 15 December 2017, IT jobs citing Serverless also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Serverless.

1 445 (83.02%) Amazon AWS
2 331 (61.75%) AWS Lambda
3 230 (42.91%) Agile Software Development
4 211 (39.37%) Node.js
4 211 (39.37%) DevOps
5 168 (31.34%) JavaScript
6 163 (30.41%) Microservices
7 159 (29.66%) TDD
8 154 (28.73%) Java
9 152 (28.36%) Linux
10 147 (27.43%) Amazon S3
11 140 (26.12%) Python
12 135 (25.19%) Docker
13 129 (24.07%) Amazon DynamoDB
14 128 (23.88%) Amazon EC2
15 126 (23.51%) Git (software)
16 121 (22.57%) Ansible
17 112 (20.90%) SQL
18 110 (20.52%) Web Services
18 110 (20.52%) Continuous Integration
18 110 (20.52%) Terraform
19 109 (20.34%) AWS CloudFormation
19 109 (20.34%) Software Engineering
20 103 (19.22%) HTML
21 102 (19.03%) Puppet
22 95 (17.72%) Microsoft Azure
23 93 (17.35%) Jenkins
23 93 (17.35%) C#
23 93 (17.35%) CSS
24 92 (17.16%) Configuration Management

Serverless
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 88 (16.42%) Elasticsearch
2 29 (5.41%) Apache
2 29 (5.41%) Apache Spark
3 18 (3.36%) Tomcat
4 15 (2.80%) Drupal
4 15 (2.80%) nginx
5 9 (1.68%) CMS
5 9 (1.68%) IIS
5 9 (1.68%) WordPress
6 8 (1.49%) Apache Airflow
6 8 (1.49%) Apache Solr
6 8 (1.49%) Confluence
7 7 (1.31%) BizTalk Server
7 7 (1.31%) Jetty
7 7 (1.31%) SharePoint
8 2 (0.37%) JBoss
8 2 (0.37%) Moodle
8 2 (0.37%) Sitefinity
8 2 (0.37%) WebLogic
9 1 (0.19%) Apache Pig
Applications
1 6 (1.12%) MS Visio
2 1 (0.19%) GNU Octave
2 1 (0.19%) HipChat
Business Applications
1 7 (1.31%) Dynamics CRM
2 3 (0.56%) Magento
3 2 (0.37%) Payment Gateway
3 2 (0.37%) Salesforce.com CRM
4 1 (0.19%) SAP S/4HANA
Cloud Services
1 445 (83.02%) Amazon AWS
2 331 (61.75%) AWS Lambda
3 147 (27.43%) Amazon S3
4 128 (23.88%) Amazon EC2
5 109 (20.34%) AWS CloudFormation
6 95 (17.72%) Microsoft Azure
7 63 (11.75%) PaaS
8 61 (11.38%) IaaS
9 57 (10.63%) Amazon Kinesis
10 56 (10.45%) AWS Elastic Beanstalk
11 51 (9.51%) Amazon CloudWatch
12 49 (9.14%) GitHub
13 48 (8.96%) Virtual Private Cloud
14 45 (8.40%) Amazon SQS
15 41 (7.65%) Route 53
16 38 (7.09%) SaaS
17 31 (5.78%) Amazon ElastiCache
18 29 (5.41%) Cloud Computing
18 29 (5.41%) CloudFront
18 29 (5.41%) Google Cloud Platform
Communications & Networking
1 18 (3.36%) VPN
2 12 (2.24%) HTTP
2 12 (2.24%) Internet
3 9 (1.68%) SAN
4 6 (1.12%) TCP/IP
5 4 (0.75%) SSL
6 3 (0.56%) ATM
6 3 (0.56%) OpenVPN
7 2 (0.37%) DNS
7 2 (0.37%) IPsec
7 2 (0.37%) Network Security
8 1 (0.19%) DAB
8 1 (0.19%) DHCP
8 1 (0.19%) Firewall
8 1 (0.19%) Intrusion Detection
8 1 (0.19%) LDAP
8 1 (0.19%) SMS
8 1 (0.19%) SMTP
8 1 (0.19%) SNMP
8 1 (0.19%) VoIP
Database & Business Intelligence
1 129 (24.07%) Amazon DynamoDB
2 90 (16.79%) Amazon RDS
3 82 (15.30%) NoSQL
4 65 (12.13%) Big Data
5 43 (8.02%) Amazon Redshift
6 40 (7.46%) MongoDB
6 40 (7.46%) Relational Database
7 37 (6.90%) MySQL
8 28 (5.22%) SQL Server
9 25 (4.66%) Redis
10 24 (4.48%) PostgreSQL
11 21 (3.92%) RDBMS
12 16 (2.99%) Data Lake
13 15 (2.80%) Azure SQL Database
13 15 (2.80%) Neo4j
14 14 (2.61%) Hadoop
15 11 (2.05%) Power BI
16 10 (1.87%) Apache Hive
16 10 (1.87%) Data Warehouse
17 8 (1.49%) Apache Cassandra
Development Applications
1 126 (23.51%) Git (software)
2 93 (17.35%) Jenkins
3 39 (7.28%) Visual Studio
4 36 (6.72%) TeamCity
5 30 (5.60%) Visual Studio Team System
6 24 (4.48%) JIRA
7 17 (3.17%) Karma Test Runner
8 14 (2.61%) Atlassian Bamboo
8 14 (2.61%) Maven
8 14 (2.61%) Travis CI
9 12 (2.24%) GoCD
10 11 (2.05%) Bitbucket
10 11 (2.05%) Selenium
10 11 (2.05%) Vagrant
11 10 (1.87%) CircleCI
11 10 (1.87%) Gradle
11 10 (1.87%) Protractor
12 9 (1.68%) gulp
13 8 (1.49%) JUnit
13 8 (1.49%) PHPUnit
General
1 45 (8.40%) Finance
2 24 (4.48%) Marketing
3 19 (3.54%) Retail
4 17 (3.17%) Games
5 15 (2.80%) Banking
6 11 (2.05%) Advertising
6 11 (2.05%) Legal
7 9 (1.68%) Telecoms
8 6 (1.12%) Law
9 5 (0.93%) Electronics
9 5 (0.93%) Pharmaceutical
9 5 (0.93%) Swedish Language
10 3 (0.56%) Digital Economy
11 2 (0.37%) Automotive
12 1 (0.19%) Back Office
12 1 (0.19%) Billing
12 1 (0.19%) Financial Institution
12 1 (0.19%) Front Office
12 1 (0.19%) Investment Banking
12 1 (0.19%) Publishing
Job Titles
1 190 (35.45%) Developer
2 105 (19.59%) DevOps Engineer
3 72 (13.43%) Architect
4 71 (13.25%) Senior Developer
5 57 (10.63%) AWS Engineer
6 49 (9.14%) Node.js Developer
7 43 (8.02%) AWS DevOps
7 43 (8.02%) Java Developer
8 40 (7.46%) AWS Developer
9 39 (7.28%) Lead Developer
10 34 (6.34%) JavaScript Developer
10 34 (6.34%) Solutions Architect
11 32 (5.97%) Software Engineer
12 27 (5.04%) AWS DevOps Engineer
13 26 (4.85%) Cloud Architect
14 24 (4.48%) Cloud Engineer
14 24 (4.48%) Java Engineer
15 21 (3.92%) Consultant
15 21 (3.92%) Software Developer
16 20 (3.73%) .NET Developer
Libraries, Frameworks & Software Standards
1 211 (39.37%) Node.js
2 110 (20.52%) Web Services
3 103 (19.22%) HTML
4 93 (17.35%) CSS
5 90 (16.79%) .NET
6 82 (15.30%) REST
7 63 (11.75%) AngularJS
8 60 (11.19%) HTML5
9 53 (9.89%) JSON
10 52 (9.70%) React
11 50 (9.33%) Spring
11 50 (9.33%) XML
12 45 (8.40%) RESTful
13 40 (7.46%) Elastic Stack
14 35 (6.53%) CSS3
15 33 (6.16%) Lambda Expressions
16 32 (5.97%) SOAP
17 31 (5.78%) .NET Core
17 31 (5.78%) Aurelia
18 29 (5.41%) Kafka
Miscellaneous
1 41 (7.65%) User Experience
2 29 (5.41%) Computer Science
3 27 (5.04%) Fintech
4 24 (4.48%) Mobile App
5 19 (3.54%) Analytical Skills
6 18 (3.36%) Algorithms
7 12 (2.24%) BBC
7 12 (2.24%) Data Structures
7 12 (2.24%) Linux Command Line
7 12 (2.24%) W3C
8 11 (2.05%) STB
9 10 (1.87%) Greenfield Project
9 10 (1.87%) Public Cloud
10 8 (1.49%) Cloud Native
11 7 (1.31%) Enterprise Software
12 6 (1.12%) Data Centre
12 6 (1.12%) Digital TV
12 6 (1.12%) Social Media
12 6 (1.12%) Virtual Team
13 4 (0.75%) CMDB
Operating Systems
1 152 (28.36%) Linux
2 48 (8.96%) Windows
3 34 (6.34%) Unix
4 29 (5.41%) CentOS
5 17 (3.17%) Apple iOS
6 11 (2.05%) Android
7 9 (1.68%) Red Hat Enterprise Linux
8 8 (1.49%) Ubuntu
9 6 (1.12%) Data ONTAP
9 6 (1.12%) Windows Server
10 5 (0.93%) CoreOS
11 2 (0.37%) DC/OS
11 2 (0.37%) Windows Server 2008
11 2 (0.37%) Windows Server 2012
12 1 (0.19%) Mac OS X
Processes & Methodologies
1 230 (42.91%) Agile Software Development
2 211 (39.37%) DevOps
3 163 (30.41%) Microservices
4 159 (29.66%) TDD
5 110 (20.52%) Continuous Integration
6 109 (20.34%) Software Engineering
7 92 (17.16%) Configuration Management
8 73 (13.62%) Analytics
9 55 (10.26%) Continuous Delivery
10 52 (9.70%) Unit Testing
11 50 (9.33%) Auto-Scaling
11 50 (9.33%) Presales
12 47 (8.77%) BDD
13 46 (8.58%) Mentoring
13 46 (8.58%) Test Automation
14 42 (7.84%) OO
15 41 (7.65%) Continuous Deployment
16 40 (7.46%) Migration
17 37 (6.90%) Open Source
17 37 (6.90%) Product Management
Programming Languages
1 168 (31.34%) JavaScript
2 154 (28.73%) Java
3 140 (26.12%) Python
4 112 (20.90%) SQL
5 93 (17.35%) C#
6 53 (9.89%) PHP
7 52 (9.70%) ES6
8 45 (8.40%) Ruby
8 45 (8.40%) Scala
9 34 (6.34%) Bash Shell
10 29 (5.41%) Go
11 26 (4.85%) PowerShell
12 19 (3.54%) Clojure
13 16 (2.99%) Perl
14 15 (2.80%) C++
15 12 (2.24%) TypeScript
16 11 (2.05%) C
17 10 (1.87%) Groovy
18 9 (1.68%) Apple Swift
19 8 (1.49%) U-SQL
Qualifications
1 38 (7.09%) Degree
2 19 (3.54%) Computer Science Degree
3 15 (2.80%) AWS Certification
3 15 (2.80%) SC Cleared
3 15 (2.80%) Security Cleared
4 5 (0.93%) Master's Degree
5 3 (0.56%) CESG Certified Professional
6 2 (0.37%) AAT
6 2 (0.37%) MBA
Quality Assurance & Compliance
1 17 (3.17%) QA
2 12 (2.24%) WAI
3 4 (0.75%) GDPR
4 3 (0.56%) GCP
4 3 (0.56%) ISO/IEC 27001
5 1 (0.19%) HIPAA
5 1 (0.19%) PCI DSS
System Software
1 135 (25.19%) Docker
2 27 (5.04%) Active Directory
3 21 (3.92%) Virtual Machines
4 5 (0.93%) VirtualBox
5 4 (0.75%) Apache ZooKeeper
5 4 (0.75%) GlusterFS
5 4 (0.75%) HDFS
5 4 (0.75%) Varnish
6 1 (0.19%) Apache Flume
6 1 (0.19%) Hyper-V
6 1 (0.19%) LXC
6 1 (0.19%) NFS
6 1 (0.19%) VMware Infrastructure
Systems Management
1 121 (22.57%) Ansible
2 110 (20.52%) Terraform
3 102 (19.03%) Puppet
4 80 (14.93%) Opscode Chef
5 42 (7.84%) Kubernetes
6 40 (7.46%) Packer
7 36 (6.72%) Kibana
7 36 (6.72%) logstash
8 15 (2.80%) Nagios
9 7 (1.31%) Consul
10 5 (0.93%) Mesos
11 4 (0.75%) Prometheus
12 3 (0.56%) Marathon
12 3 (0.56%) OSSEC
13 2 (0.37%) Check_MK
13 2 (0.37%) Docker Swarm
13 2 (0.37%) Hadoop YARN
13 2 (0.37%) SCCM
14 1 (0.19%) Oozie
14 1 (0.19%) Salt
Vendors
1 58 (10.82%) Microsoft
2 53 (9.89%) Google
3 35 (6.53%) Red Hat
4 25 (4.66%) Oracle
5 16 (2.99%) VMware
6 12 (2.24%) NetApp
7 11 (2.05%) Arqiva
7 11 (2.05%) BT
7 11 (2.05%) Tableau
8 10 (1.87%) Salesforce.com
9 9 (1.68%) Atlassian
9 9 (1.68%) IBM
9 9 (1.68%) New Relic
10 7 (1.31%) PagerDuty
10 7 (1.31%) Splunk
11 6 (1.12%) Capita
11 6 (1.12%) Databricks
12 5 (0.93%) Sitecore
13 3 (0.56%) Axway
13 3 (0.56%) Facebook