Period
to 25 June 2018

The following table provides summary statistics for permanent job vacancies with a requirement for LAPP Stack skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited LAPP Stack over the 6 months to 25 June 2018 with a comparison to the same period in the previous 2 years.

LAPP Stack (Linux, Apache, PostgreSQL, PHP/Perl/Python)
UK
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 1088 1053 1094
Rank change year-on-year -35 +41 -79
Permanent jobs citing LAPP Stack 98 131 206
As % of all permanent IT jobs advertised in the UK 0.056% 0.076% 0.10%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.19% 0.26%
Number of salaries quoted 83 122 153
UK median annual salary £57,500 £60,000 £55,000
Median salary % change year-on-year -4.17% +9.09% +22.22%
10th Percentile £37,750 £32,500 £35,000
90th Percentile £88,750 £90,000 £76,250
UK excluding London median annual salary £45,000 £36,000 £46,500
% change year-on-year +25.00% -22.58% +16.25%

LAPP 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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71,014 70,445 77,836
As % of all permanent IT jobs advertised in the UK 40.81% 40.68% 38.84%
Number of salaries quoted 59,248 59,594 67,260
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £28,750 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

LAPP Stack
Job Vacancy Trend

Job postings citing LAPP Stack as a percentage of all IT jobs advertised.

Job vacancy trend for LAPP Stack in the UK

LAPP Stack
Salary Trend

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

Salary trend for LAPP Stack in the UK

LAPP Stack
Salary Histogram

The salary distribution of IT jobs citing LAPP Stack over the 6 months to 25 June 2018.

Salary histogram for LAPP Stack in the UK

LAPP Stack
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing LAPP Stack within the UK over the 6 months to 25 June 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
England -10 93 £60,000 -7.69% 17
London -40 60 £67,500 - 4
UK excluding London -15 38 £45,000 +25.00% 14
South East -14 11 £55,000 +52.78% 4
North of England +31 10 £48,500 +38.57% 3
North West +2 9 £62,500 +110.08% 2
South West -8 7 £40,000 -11.11% 3
Midlands +8 4 £39,000 +20.00% 3
Wales - 4 £45,000 -
West Midlands +22 3 - - 3
Yorkshire +27 1 £32,500 -7.14% 1
East of England -1 1 £45,000 -
East Midlands - 1 £39,000 -
Northern Ireland - 1 - -

For the 6 months to 25 June 2018, IT jobs citing LAPP 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 with a requirement for LAPP Stack.

1 98 (100.00%) Linux
1 98 (100.00%) PostgreSQL
2 92 (93.88%) Apache
3 70 (71.43%) Python
4 61 (62.24%) LAMP
5 60 (61.22%) MySQL
6 55 (56.12%) Git (software)
7 48 (48.98%) Docker
8 47 (47.96%) Jenkins
9 45 (45.92%) Amazon AWS
10 44 (44.90%) PHP
11 43 (43.88%) Java
11 43 (43.88%) Puppet
12 41 (41.84%) Perl
13 39 (39.80%) JavaScript
13 39 (39.80%) DevOps
14 38 (38.78%) Bash Shell
15 37 (37.76%) Oracle
16 36 (36.73%) CSS
16 36 (36.73%) HTML
16 36 (36.73%) Opscode Chef
17 33 (33.67%) Ansible
18 32 (32.65%) nginx
19 30 (30.61%) Tomcat
20 29 (29.59%) Ubuntu
21 28 (28.57%) Maven
21 28 (28.57%) Windows
21 28 (28.57%) SQL Server
22 27 (27.55%) LEMP Stack
23 26 (26.53%) Agile Software Development

LAPP Stack
Co-occurring IT Skills 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 92 (93.88%) Apache
2 32 (32.65%) nginx
3 30 (30.61%) Tomcat
4 23 (23.47%) OpenStack
5 15 (15.31%) WordPress
6 12 (12.24%) Apache Spark
7 7 (7.14%) Elasticsearch
8 6 (6.12%) IIS
9 5 (5.10%) CloudStack
10 4 (4.08%) JBoss
10 4 (4.08%) lighttpd
11 3 (3.06%) Apache Pig
11 3 (3.06%) Apache Solr
11 3 (3.06%) Cloud Foundry
11 3 (3.06%) CMS
11 3 (3.06%) Confluence
11 3 (3.06%) EPiServer
11 3 (3.06%) Sitecore CMS
12 1 (1.02%) GeoServer
12 1 (1.02%) WebSphere
Business Applications
1 2 (2.04%) Magento
Cloud Services
1 45 (45.92%) Amazon AWS
2 17 (17.35%) Microsoft Azure
3 13 (13.27%) Google Cloud Platform
4 12 (12.24%) IaaS
5 9 (9.18%) SaaS
6 8 (8.16%) Amazon EC2
6 8 (8.16%) Loggly
6 8 (8.16%) Sumo Logic
7 5 (5.10%) Amazon S3
8 4 (4.08%) Amazon SQS
8 4 (4.08%) AWS CloudFormation
8 4 (4.08%) Cloud Computing
8 4 (4.08%) DigitalOcean
9 3 (3.06%) PaaS
10 2 (2.04%) GitHub
10 2 (2.04%) OpenShift
11 1 (1.02%) Amazon ELB
11 1 (1.02%) Amazon EMR
11 1 (1.02%) AWS Data Pipeline
11 1 (1.02%) Linode
Communications & Networking
1 15 (15.31%) DNS
2 14 (14.29%) Firewall
3 11 (11.22%) Internet
4 9 (9.18%) HTTP
5 6 (6.12%) VPN
6 4 (4.08%) InfiniBand
6 4 (4.08%) SAN
7 3 (3.06%) TCP/IP
8 2 (2.04%) DHCP
8 2 (2.04%) IPv4
8 2 (2.04%) SNMP
8 2 (2.04%) SSL
9 1 (1.02%) AMQP
9 1 (1.02%) Broadband
9 1 (1.02%) Cisco ASA
9 1 (1.02%) Intrusion Detection
9 1 (1.02%) Network Security
9 1 (1.02%) Wireshark
Database & Business Intelligence
1 98 (100.00%) PostgreSQL
2 60 (61.22%) MySQL
3 28 (28.57%) SQL Server
4 20 (20.41%) MongoDB
4 20 (20.41%) Redis
5 18 (18.37%) Hadoop
6 16 (16.33%) Apache Cassandra
7 15 (15.31%) NoSQL
8 14 (14.29%) Relational Database
9 13 (13.27%) HBase
10 8 (8.16%) Big Data
11 5 (5.10%) MariaDB
12 4 (4.08%) Amazon DynamoDB
12 4 (4.08%) Apache Hive
12 4 (4.08%) Informix
13 3 (3.06%) InterSystems Cache
14 2 (2.04%) Amazon RDS
14 2 (2.04%) Oracle OLAP
14 2 (2.04%) Pentaho
14 2 (2.04%) SQLite
Development Applications
1 55 (56.12%) Git (software)
2 47 (47.96%) Jenkins
3 28 (28.57%) Maven
4 23 (23.47%) Subversion
5 19 (19.39%) JIRA
6 18 (18.37%) Gradle
7 17 (17.35%) Vagrant
8 16 (16.33%) JUnit
8 16 (16.33%) Selenium
9 15 (15.31%) Bitbucket
9 15 (15.31%) Log4j
9 15 (15.31%) TestNG
10 7 (7.14%) Atlassian Bamboo
11 5 (5.10%) Buildbot
11 5 (5.10%) Grunt
11 5 (5.10%) Mercurial
12 4 (4.08%) JMeter
13 3 (3.06%) Team Foundation Server
13 3 (3.06%) TeamCity
13 3 (3.06%) Visual Studio Team System
General
1 4 (4.08%) Finance
2 3 (3.06%) Games
2 3 (3.06%) Legal
3 2 (2.04%) Advertising
3 2 (2.04%) Retail
4 1 (1.02%) Back Office
4 1 (1.02%) Banking
4 1 (1.02%) Pharmaceutical
Job Titles
1 38 (38.78%) Developer
2 19 (19.39%) Java Developer
3 15 (15.31%) Linux Engineer
4 13 (13.27%) DevOps Engineer
5 10 (10.20%) Administrator
5 10 (10.20%) Linux/Unix DevOps
5 10 (10.20%) Python Developer
5 10 (10.20%) Systems Administrator
6 8 (8.16%) Infrastructure Engineer
6 8 (8.16%) Linux Administrator
6 8 (8.16%) Linux Systems Administrator
7 7 (7.14%) DevOps Administrator
8 6 (6.12%) Cloud Engineer
8 6 (6.12%) Linux DevOps Administrator
8 6 (6.12%) Senior Developer
9 5 (5.10%) Full Stack Developer
9 5 (5.10%) Linux Infrastructure Engineer
9 5 (5.10%) Python Engineer
9 5 (5.10%) Senior Linux Engineer
9 5 (5.10%) Systems Engineer
Libraries, Frameworks & Software Standards
1 61 (62.24%) LAMP
2 36 (36.73%) CSS
2 36 (36.73%) HTML
3 27 (27.55%) LEMP Stack
4 23 (23.47%) jQuery
5 17 (17.35%) JSP
5 17 (17.35%) Spring
6 16 (16.33%) Ajax
6 16 (16.33%) Hibernate
6 16 (16.33%) JSTL
6 16 (16.33%) Web Services
7 15 (15.31%) Java EE
7 15 (15.31%) Node.js
8 13 (13.27%) AngularJS
9 11 (11.22%) Elastic Stack
10 10 (10.20%) Django
11 9 (9.18%) CSS3
11 9 (9.18%) HTML5
12 7 (7.14%) .NET
12 7 (7.14%) XML
Miscellaneous
1 11 (11.22%) Replication
2 9 (9.18%) Computer Science
3 7 (7.14%) Fintech
4 5 (5.10%) Analytical Skills
4 5 (5.10%) Data Centre
4 5 (5.10%) Linux Command Line
5 4 (4.08%) Hedge funds
5 4 (4.08%) Mobile App
6 3 (3.06%) Clustering
6 3 (3.06%) Management Information System
6 3 (3.06%) Private Cloud
6 3 (3.06%) Public Cloud
7 2 (2.04%) Data Structures
8 1 (1.02%) Derivative
8 1 (1.02%) Enterprise Software
8 1 (1.02%) Self-Motivation
8 1 (1.02%) User Experience
8 1 (1.02%) Virtual Team
Operating Systems
1 98 (100.00%) Linux
2 29 (29.59%) Ubuntu
3 28 (28.57%) Windows
4 21 (21.43%) CentOS
5 16 (16.33%) Android
6 15 (15.31%) openSUSE
6 15 (15.31%) Red Hat Enterprise Linux
7 13 (13.27%) Unix
8 8 (8.16%) CoreOS
9 6 (6.12%) Windows Server
10 5 (5.10%) Debian
11 3 (3.06%) FreeBSD
12 2 (2.04%) Mac OS X
12 2 (2.04%) OpenBSD
12 2 (2.04%) Solaris
12 2 (2.04%) SUSE
13 1 (1.02%) Apple iOS
13 1 (1.02%) Windows Server 2008
13 1 (1.02%) Windows Server 2012
Processes & Methodologies
1 39 (39.80%) DevOps
2 26 (26.53%) Agile Software Development
3 24 (24.49%) TDD
4 20 (20.41%) Continuous Integration
5 19 (19.39%) Software Engineering
6 15 (15.31%) Configuration Management
7 14 (14.29%) High Availability
8 9 (9.18%) BDD
9 8 (8.16%) Disaster Recovery
9 8 (8.16%) ITIL
9 8 (8.16%) Mathematics
9 8 (8.16%) Problem-Solving
9 8 (8.16%) Statistics
9 8 (8.16%) Task Automation
9 8 (8.16%) Web Development
10 7 (7.14%) Machine Learning
10 7 (7.14%) Mentoring
10 7 (7.14%) Scrum
11 6 (6.12%) Network Design
11 6 (6.12%) Software Architecture
Programming Languages
1 70 (71.43%) Python
2 44 (44.90%) PHP
3 43 (43.88%) Java
4 41 (41.84%) Perl
5 39 (39.80%) JavaScript
6 38 (38.78%) Bash Shell
7 23 (23.47%) Ruby
8 16 (16.33%) SQL
9 14 (14.29%) C++
10 12 (12.24%) Go
10 12 (12.24%) PowerShell
10 12 (12.24%) Scala
11 9 (9.18%) C#
12 5 (5.10%) C
12 5 (5.10%) Shell Script
13 4 (4.08%) Groovy
13 4 (4.08%) TypeScript
14 3 (3.06%) PL/SQL
15 2 (2.04%) Gremlin
15 2 (2.04%) T-SQL
Qualifications
1 18 (18.37%) Degree
2 6 (6.12%) RHCE
3 5 (5.10%) Computer Science Degree
4 4 (4.08%) CCNP
4 4 (4.08%) Cisco Certification
5 3 (3.06%) ITIL Foundation Certificate
5 3 (3.06%) Security Cleared
5 3 (3.06%) VCP6
5 3 (3.06%) VMware Certified Professional (VCP)
6 2 (2.04%) DV Cleared
7 1 (1.02%) AWS Certification
7 1 (1.02%) PhD
7 1 (1.02%) SC Cleared
Quality Assurance & Compliance
1 8 (8.16%) QA
2 5 (5.10%) ISO/IEC 27001
3 4 (4.08%) GCP
3 4 (4.08%) GDPR
4 2 (2.04%) Data Quality
5 1 (1.02%) ISO/IEC 20000
5 1 (1.02%) SLA
System Software
1 48 (48.98%) Docker
2 24 (24.49%) VMware Infrastructure
3 11 (11.22%) KVM
4 10 (10.20%) Active Directory
5 9 (9.18%) HDFS
5 9 (9.18%) VirtualBox
6 6 (6.12%) iptables
7 5 (5.10%) NFS
7 5 (5.10%) Varnish
8 4 (4.08%) Samba
8 4 (4.08%) Xen
9 3 (3.06%) Squid
10 2 (2.04%) Ceph
10 2 (2.04%) Corosync
10 2 (2.04%) DRBD
10 2 (2.04%) Hyper-V
10 2 (2.04%) Postfix
10 2 (2.04%) VMware ESXi
10 2 (2.04%) VMware NSX
11 1 (1.02%) Gluster
Systems Management
1 43 (43.88%) Puppet
2 36 (36.73%) Opscode Chef
3 33 (33.67%) Ansible
4 25 (25.51%) Nagios
5 24 (24.49%) Salt
6 22 (22.45%) Kubernetes
7 15 (15.31%) HAProxy
8 12 (12.24%) Terraform
9 11 (11.22%) ZABBIX
10 8 (8.16%) Consul
10 8 (8.16%) Grafana
10 8 (8.16%) Munin
11 6 (6.12%) logstash
12 5 (5.10%) Bacula
12 5 (5.10%) Bareos
12 5 (5.10%) Docker Swarm
13 4 (4.08%) Packer
14 3 (3.06%) Cacti
14 3 (3.06%) Rancher
14 3 (3.06%) SELinux
Vendors
1 37 (37.76%) Oracle
2 25 (25.51%) VMware
3 16 (16.33%) Red Hat
4 11 (11.22%) Microsoft
5 10 (10.20%) Google
5 10 (10.20%) Splunk
6 8 (8.16%) New Relic
6 8 (8.16%) Rackspace
6 8 (8.16%) SaltStack
7 7 (7.14%) Cisco
8 6 (6.12%) IBM
9 5 (5.10%) Zend
10 3 (3.06%) CenturyLink
10 3 (3.06%) Cloudera
10 3 (3.06%) Dynatrace
10 3 (3.06%) Sitecore
11 2 (2.04%) Percona
11 2 (2.04%) SolarWinds
11 2 (2.04%) Tableau
11 2 (2.04%) Talend