Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for LEMP Stack skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited LEMP Stack over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

LEMP Stack (Linux, Nginx, MySQL/MariaDB, PHP/Perl/Python)
England > London
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 715 649 744
Rank change year-on-year -66 +95 +14
Permanent jobs citing LEMP Stack 100 198 111
As % of all permanent IT jobs advertised in London 0.15% 0.27% 0.14%
As % of the Libraries, Frameworks & Software Standards category 0.36% 0.68% 0.36%
Number of salaries quoted 84 183 105
London median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% -
10th Percentile £32,000 £40,000 £35,000
90th Percentile £103,750 £72,500 £67,500
England median annual salary £48,750 £50,000 £45,000
% change year-on-year -2.50% +11.11% -

LEMP Stack is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 27,883 29,058 31,111
As % of all permanent IT jobs advertised in London 41.01% 39.08% 40.34%
Number of salaries quoted 22,784 23,513 27,417
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £37,500 £36,500 £35,000
90th Percentile £95,000 £90,000 £85,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

LEMP Stack
Job Vacancy Trend in London

Job postings citing LEMP Stack as a percentage of all IT jobs advertised in London.

Job vacancy trend for LEMP Stack in London

LEMP Stack
Salary Trend in London

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

Salary trend for LEMP Stack in London

LEMP Stack
Salary Histogram in London

The salary distribution of IT jobs citing LEMP Stack in London over the 6 months to 19 October 2018.

Salary histogram for LEMP Stack in London

LEMP Stack
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing LEMP Stack within the London region over the 6 months to 19 October 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 -46 20 £52,500 - 4
East London +1 9 £97,500 +111.96% 2
West London +14 3 £45,000 -21.74% 1
LEMP Stack
England

For the 6 months to 19 October 2018, IT jobs citing LEMP Stack 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 LEMP Stack.

1 95 (95.00%) Linux
2 83 (83.00%) MySQL
2 83 (83.00%) nginx
3 76 (76.00%) LAMP
4 63 (63.00%) Python
5 56 (56.00%) Apache
5 56 (56.00%) Agile Software Development
5 56 (56.00%) Amazon AWS
6 48 (48.00%) DevOps
7 45 (45.00%) Ansible
7 45 (45.00%) Git (software)
8 44 (44.00%) Bash Shell
9 42 (42.00%) PHP
9 42 (42.00%) Opscode Chef
10 40 (40.00%) Puppet
11 35 (35.00%) HTML
12 33 (33.00%) CSS
12 33 (33.00%) WordPress
12 33 (33.00%) Docker
13 30 (30.00%) JavaScript
14 29 (29.00%) SQL
14 29 (29.00%) Jenkins
15 27 (27.00%) Java
16 25 (25.00%) Computer Science
16 25 (25.00%) Degree
17 24 (24.00%) Google Cloud Platform
18 23 (23.00%) Elasticsearch
18 23 (23.00%) Google
18 23 (23.00%) TDD
19 22 (22.00%) PostgreSQL

LEMP Stack
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 83 (83.00%) nginx
2 56 (56.00%) Apache
3 33 (33.00%) WordPress
4 23 (23.00%) Elasticsearch
5 16 (16.00%) Tomcat
6 13 (13.00%) CMS
7 9 (9.00%) Joomla!
8 7 (7.00%) WebSphere
9 5 (5.00%) lighttpd
9 5 (5.00%) uWSGI
10 4 (4.00%) Drupal
10 4 (4.00%) IIS
10 4 (4.00%) OpenStack
11 3 (3.00%) Apache Solr
12 2 (2.00%) Apache Spark
12 2 (2.00%) Gunicorn
12 2 (2.00%) Tornado
13 1 (1.00%) Cloud Foundry
13 1 (1.00%) Confluence
13 1 (1.00%) PrestaShop
Applications
1 3 (3.00%) Microsoft Excel
1 3 (3.00%) Microsoft PowerPoint
2 2 (2.00%) Photoshop
3 1 (1.00%) Adobe Illustrator
Business Applications
1 3 (3.00%) Magento
Cloud Services
1 56 (56.00%) Amazon AWS
2 24 (24.00%) Google Cloud Platform
3 16 (16.00%) Microsoft Azure
4 11 (11.00%) Amazon EC2
4 11 (11.00%) Cloud Computing
5 10 (10.00%) SaaS
6 6 (6.00%) AWS CloudFormation
6 6 (6.00%) GitHub
7 5 (5.00%) Virtual Private Cloud
8 4 (4.00%) Amazon CloudWatch
8 4 (4.00%) AWS Lambda
8 4 (4.00%) AWS OpsWorks
8 4 (4.00%) IaaS
8 4 (4.00%) npm
8 4 (4.00%) PaaS
8 4 (4.00%) Serverless
8 4 (4.00%) Yarn
9 3 (3.00%) DigitalOcean
10 2 (2.00%) CloudFront
10 2 (2.00%) IBM Cloud
Communications & Networking
1 12 (12.00%) DNS
2 10 (10.00%) HTTP
3 9 (9.00%) SSH
4 8 (8.00%) TCP/IP
5 7 (7.00%) BIG-IP
5 7 (7.00%) VLAN
6 6 (6.00%) Firewall
7 4 (4.00%) SSL
8 3 (3.00%) BGP
8 3 (3.00%) Network Security
8 3 (3.00%) VPN
9 2 (2.00%) DHCP
9 2 (2.00%) FTP
9 2 (2.00%) LAN
9 2 (2.00%) NetScaler
9 2 (2.00%) SMTP
9 2 (2.00%) WAN
9 2 (2.00%) Wireshark
10 1 (1.00%) SAN
10 1 (1.00%) VoIP
Database & Business Intelligence
1 83 (83.00%) MySQL
2 22 (22.00%) PostgreSQL
3 19 (19.00%) Redis
4 17 (17.00%) MariaDB
5 14 (14.00%) MongoDB
6 13 (13.00%) NoSQL
7 9 (9.00%) Relational Database
8 7 (7.00%) Amazon RDS
9 5 (5.00%) Blockchain
9 5 (5.00%) SQL Server
10 3 (3.00%) Apache Cassandra
10 3 (3.00%) Hadoop
10 3 (3.00%) InfluxDB
11 2 (2.00%) Neo4j
12 1 (1.00%) Amazon DynamoDB
12 1 (1.00%) OrientDB
12 1 (1.00%) VoltDB
Development Applications
1 45 (45.00%) Git (software)
2 29 (29.00%) Jenkins
3 9 (9.00%) TeamCity
4 8 (8.00%) git-flow
4 8 (8.00%) Travis CI
5 6 (6.00%) Grunt
5 6 (6.00%) gulp
5 6 (6.00%) Vagrant
6 5 (5.00%) JIRA
6 5 (5.00%) Octopus Deploy
7 4 (4.00%) Atlassian Bamboo
7 4 (4.00%) CircleCI
7 4 (4.00%) Jasmine
7 4 (4.00%) Maven
7 4 (4.00%) PHPUnit
7 4 (4.00%) RSpec
7 4 (4.00%) Sublime Text
7 4 (4.00%) Visual Studio
7 4 (4.00%) WebDriver
7 4 (4.00%) webpack
General
1 12 (12.00%) Advertising
2 10 (10.00%) Finance
2 10 (10.00%) Marketing
3 7 (7.00%) Retail
4 3 (3.00%) Games
5 2 (2.00%) Spanish Language
6 1 (1.00%) Financial Institution
6 1 (1.00%) Pharmaceutical
6 1 (1.00%) Polish Language
6 1 (1.00%) Publishing
Job Titles
1 28 (28.00%) Developer
2 20 (20.00%) DevOps Engineer
3 14 (14.00%) Cloud Engineer
4 13 (13.00%) Full Stack Developer
5 11 (11.00%) AWS Engineer
6 10 (10.00%) PHP Developer
7 9 (9.00%) Field Engineer
8 8 (8.00%) Senior Developer
9 7 (7.00%) Infrastructure Engineer
9 7 (7.00%) Technical Engineer
10 6 (6.00%) Linux Systems Administrator
10 6 (6.00%) Senior DevOps
10 6 (6.00%) Senior DevOps Engineer
10 6 (6.00%) Systems Administrator
10 6 (6.00%) Systems Engineer
11 5 (5.00%) Administrator
11 5 (5.00%) Linux Administrator
11 5 (5.00%) Linux Engineer
11 5 (5.00%) Linux/Unix DevOps
12 4 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 76 (76.00%) LAMP
2 35 (35.00%) HTML
3 33 (33.00%) CSS
4 22 (22.00%) Laravel
5 19 (19.00%) React
6 17 (17.00%) AngularJS
6 17 (17.00%) Symfony
7 16 (16.00%) Vue.js
7 16 (16.00%) XML
8 14 (14.00%) Web Services
9 12 (12.00%) CodeIgniter
9 12 (12.00%) XSLT
10 11 (11.00%) JSON
11 10 (10.00%) Node.js
12 9 (9.00%) jQuery
12 9 (9.00%) LAPP Stack
13 8 (8.00%) CSS3
13 8 (8.00%) REST
13 8 (8.00%) Sass
14 7 (7.00%) Django
Miscellaneous
1 25 (25.00%) Computer Science
2 14 (14.00%) Public Cloud
3 12 (12.00%) Linux Command Line
4 10 (10.00%) Self-Motivation
4 10 (10.00%) Video\Live Streaming
5 7 (7.00%) Digital Signage
5 7 (7.00%) IPTV
6 5 (5.00%) Clustering
6 5 (5.00%) User Experience
7 4 (4.00%) Data Centre
8 3 (3.00%) Hybrid Cloud
8 3 (3.00%) Management Information System
9 2 (2.00%) Fintech
9 2 (2.00%) Mobile App
9 2 (2.00%) Private Cloud
9 2 (2.00%) Replication
10 1 (1.00%) Algorithms
10 1 (1.00%) Analytical Skills
10 1 (1.00%) Data Structures
10 1 (1.00%) Greenfield Project
Operating Systems
1 95 (95.00%) Linux
2 17 (17.00%) CentOS
3 12 (12.00%) Ubuntu
4 11 (11.00%) Windows
5 7 (7.00%) CoreOS
5 7 (7.00%) Unix
6 4 (4.00%) Debian
6 4 (4.00%) Solaris
6 4 (4.00%) Windows Server
7 3 (3.00%) Windows Server 2008
8 2 (2.00%) Windows Server 2012
9 1 (1.00%) Amazon Linux
9 1 (1.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 56 (56.00%) Agile Software Development
2 48 (48.00%) DevOps
3 23 (23.00%) TDD
4 20 (20.00%) Problem-Solving
4 20 (20.00%) Scrum
5 17 (17.00%) Configuration Management
6 16 (16.00%) Kanban
6 16 (16.00%) Software Engineering
7 15 (15.00%) Load Balancing
8 14 (14.00%) Continuous Integration
8 14 (14.00%) E-Commerce
9 13 (13.00%) Continuous Delivery
9 13 (13.00%) Test Automation
10 11 (11.00%) OO
10 11 (11.00%) Web Development
11 9 (9.00%) BDD
11 9 (9.00%) Mentoring
11 9 (9.00%) Software Delivery
12 8 (8.00%) Digital Marketing
12 8 (8.00%) Open Source
Programming Languages
1 63 (63.00%) Python
2 44 (44.00%) Bash Shell
3 42 (42.00%) PHP
4 30 (30.00%) JavaScript
5 29 (29.00%) SQL
6 27 (27.00%) Java
7 20 (20.00%) Go
8 17 (17.00%) Ruby
9 7 (7.00%) Shell Script
10 6 (6.00%) Perl
10 6 (6.00%) PHP 7
11 4 (4.00%) C++
12 3 (3.00%) PowerShell
12 3 (3.00%) Scala
13 2 (2.00%) Korn
14 1 (1.00%) Bourne shell
14 1 (1.00%) PHP 5
14 1 (1.00%) TypeScript
14 1 (1.00%) VB
Qualifications
1 25 (25.00%) Degree
2 17 (17.00%) Computer Science Degree
3 10 (10.00%) Cisco Certification
4 9 (9.00%) CCNA
5 3 (3.00%) AWS Certification
5 3 (3.00%) MBA
6 1 (1.00%) CCNP
6 1 (1.00%) Master's Degree
Quality Assurance & Compliance
1 7 (7.00%) QA
System Software
1 33 (33.00%) Docker
2 8 (8.00%) KVM
2 8 (8.00%) Varnish
2 8 (8.00%) VMware Infrastructure
2 8 (8.00%) Xen
3 7 (7.00%) iptables
3 7 (7.00%) QEMU
4 4 (4.00%) Active Directory
5 3 (3.00%) LXC
5 3 (3.00%) PowerDNS
6 2 (2.00%) GlusterFS
6 2 (2.00%) NFS
6 2 (2.00%) Virtual Machines
6 2 (2.00%) VirtualBox
6 2 (2.00%) XenServer
7 1 (1.00%) etcd
7 1 (1.00%) Postfix
7 1 (1.00%) vCloud
Systems Management
1 45 (45.00%) Ansible
2 42 (42.00%) Opscode Chef
3 40 (40.00%) Puppet
4 21 (21.00%) HAProxy
5 18 (18.00%) Terraform
6 16 (16.00%) Salt
7 14 (14.00%) Kubernetes
8 7 (7.00%) Grafana
8 7 (7.00%) Prometheus
9 6 (6.00%) Docker Swarm
10 5 (5.00%) Rancher
11 3 (3.00%) Cacti
11 3 (3.00%) Icinga
11 3 (3.00%) Nagios
12 2 (2.00%) Kibana
12 2 (2.00%) logstash
12 2 (2.00%) Packer
13 1 (1.00%) Consul
13 1 (1.00%) Galera Cluster
13 1 (1.00%) Graphite
Vendors
1 23 (23.00%) Google
2 20 (20.00%) Cisco
3 14 (14.00%) Oracle
4 10 (10.00%) SaltStack
4 10 (10.00%) VMware
5 8 (8.00%) F5
5 8 (8.00%) Red Hat
5 8 (8.00%) Zend
6 7 (7.00%) New Relic
7 6 (6.00%) Microsoft
8 3 (3.00%) Citrix
8 3 (3.00%) IBM
8 3 (3.00%) Juniper
8 3 (3.00%) Rakuten
9 2 (2.00%) Atlassian
9 2 (2.00%) Brocade
9 2 (2.00%) Vyatta
10 1 (1.00%) CheckPoint
10 1 (1.00%) EMC
10 1 (1.00%) McAfee