Period
to 25 February 2020

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 February 2020 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 Feb 2020
Same period 2019 Same period 2018
Rank 963 981 1073
Rank change year-on-year +18 +92 +29
Permanent jobs citing LAPP Stack 46 138 125
As % of all permanent IT jobs advertised in the UK 0.037% 0.092% 0.072%
As % of the Libraries, Frameworks & Software Standards category 0.096% 0.23% 0.18%
Number of salaries quoted 39 113 90
UK median annual salary £62,500 £47,500 £57,500
Median salary % change year-on-year +31.58% -17.39% +4.55%
10th Percentile £40,500 £35,450 £41,125
90th Percentile £91,250 £92,500 £91,250
UK excluding London median annual salary £50,000 £51,250 £47,500
% change year-on-year -2.44% +7.89% -5.00%

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 47,979 59,736 70,665
As % of all permanent IT jobs advertised in the UK 38.86% 39.73% 40.58%
Number of salaries quoted 39,455 49,037 59,772
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £90,000 £85,000 £78,750
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

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 February 2020.

Salary histogram for LAPP Stack in the UK

LAPP Stack
Top 7 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 February 2020. 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 +27 46 £62,500 +38.89% 9
UK excluding London +57 26 £50,000 -2.44% 9
London +4 20 £75,000 +87.50% 1
South East +69 18 £50,000 +17.65% 5
East of England +65 6 £30,782 -44.03%
North of England +43 2 £42,000 -11.58% 2
Yorkshire +27 2 £42,000 -16.00%

For the 6 months to 25 February 2020, 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 46 (100.00%) Linux
1 46 (100.00%) PostgreSQL
2 45 (97.83%) Apache
3 41 (89.13%) Python
4 32 (69.57%) SQL
5 27 (58.70%) SQL Server
6 23 (50.00%) Amazon S3
7 21 (45.65%) Azure
8 20 (43.48%) Agile Software Development
8 20 (43.48%) QA
9 19 (41.30%) Git (software)
10 18 (39.13%) Java
11 17 (36.96%) MySQL
11 17 (36.96%) LAMP
12 16 (34.78%) PHP
12 16 (34.78%) Hadoop
12 16 (34.78%) NoSQL
12 16 (34.78%) Big Data
13 15 (32.61%) Apache Spark
13 15 (32.61%) HDInsight
13 15 (32.61%) Data Engineering
13 15 (32.61%) Neo4j
13 15 (32.61%) Apache Hive
13 15 (32.61%) Amazon EMR
13 15 (32.61%) HDFS
13 15 (32.61%) Data Modelling
13 15 (32.61%) Business Intelligence
14 14 (30.43%) Ansible
14 14 (30.43%) AWS
14 14 (30.43%) Linux Command Line

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 45 (97.83%) Apache
2 15 (32.61%) Apache Spark
3 9 (19.57%) nginx
4 8 (17.39%) Elasticsearch
4 8 (17.39%) Tomcat
5 6 (13.04%) IIS
6 5 (10.87%) WebLogic
7 4 (8.70%) Confluence
7 4 (8.70%) JBoss
8 3 (6.52%) Apache Airflow
8 3 (6.52%) Jetty
9 2 (4.35%) OpenStack
10 1 (2.17%) Oracle SOA Suite
Business Applications
1 8 (17.39%) Dynamics CRM
Cloud Services
1 23 (50.00%) Amazon S3
2 21 (45.65%) Azure
3 15 (32.61%) Amazon EMR
4 14 (30.43%) AWS
5 9 (19.57%) DigitalOcean
6 8 (17.39%) Amazon SQS
6 8 (17.39%) GitHub
6 8 (17.39%) npm
7 4 (8.70%) GCP
Communications & Networking
1 9 (19.57%) TCP/IP
2 5 (10.87%) Internet
3 4 (8.70%) DHCP
3 4 (8.70%) DNS
3 4 (8.70%) SMTP
3 4 (8.70%) SSL
4 2 (4.35%) Firewall
4 2 (4.35%) NAS
4 2 (4.35%) SAN
5 1 (2.17%) Kerberos
5 1 (2.17%) VPN
Database & Business Intelligence
1 46 (100.00%) PostgreSQL
2 27 (58.70%) SQL Server
3 17 (36.96%) MySQL
4 16 (34.78%) Big Data
4 16 (34.78%) Hadoop
4 16 (34.78%) NoSQL
5 15 (32.61%) Apache Hive
5 15 (32.61%) HDInsight
5 15 (32.61%) Neo4j
6 12 (26.09%) Redis
7 6 (13.04%) Data Mining
8 2 (4.35%) MongoDB
9 1 (2.17%) Couchbase
9 1 (2.17%) Hazelcast
Development Applications
1 19 (41.30%) Git (software)
2 8 (17.39%) webpack
3 5 (10.87%) Jenkins
4 4 (8.70%) gulp
4 4 (8.70%) JIRA
4 4 (8.70%) PhpStorm
4 4 (8.70%) PHPUnit
5 2 (4.35%) Atlassian Bamboo
5 2 (4.35%) Subversion
6 1 (2.17%) Maven
General
1 11 (23.91%) Legal
2 9 (19.57%) Retail
3 5 (10.87%) Banking
3 5 (10.87%) Public Sector
4 4 (8.70%) Investment Banking
5 3 (6.52%) Advertising
6 1 (2.17%) Games
6 1 (2.17%) Marketing
Job Titles
1 16 (34.78%) Data Engineer
1 16 (34.78%) Developer
2 11 (23.91%) PHP Developer
2 11 (23.91%) Senior Data Engineer
3 8 (17.39%) PHP Laravel Developer
4 4 (8.70%) Automation Engineer
4 4 (8.70%) Cloud Automation Engineer
4 4 (8.70%) Cloud Engineer
4 4 (8.70%) Web Developer
5 3 (6.52%) DevOps Engineer
5 3 (6.52%) Full Stack Developer
5 3 (6.52%) Systems Administrator
5 3 (6.52%) Systems Engineer
6 2 (4.35%) Administrator
6 2 (4.35%) Big Data Engineer
6 2 (4.35%) Linux Administrator
6 2 (4.35%) Linux Systems Administrator
6 2 (4.35%) Python Engineer
6 2 (4.35%) Senior Systems Engineer
7 1 (2.17%) Games Developer
Libraries, Frameworks & Software Standards
1 17 (36.96%) LAMP
2 12 (26.09%) CSS
2 12 (26.09%) jQuery
2 12 (26.09%) Twitter Bootstrap
3 8 (17.39%) Angular 2
3 8 (17.39%) AngularJS
3 8 (17.39%) beanstalkd
3 8 (17.39%) CSS3
3 8 (17.39%) HTML
3 8 (17.39%) HTML5
3 8 (17.39%) Laravel
3 8 (17.39%) Node.js
3 8 (17.39%) RabbitMQ
3 8 (17.39%) RESTful
3 8 (17.39%) Sass
4 6 (13.04%) React
5 5 (10.87%) LEMP Stack
5 5 (10.87%) REST
6 4 (8.70%) Behat
6 4 (8.70%) Spring
Miscellaneous
1 14 (30.43%) Linux Command Line
2 8 (17.39%) User Experience
3 4 (8.70%) Equities
3 4 (8.70%) Public Cloud
4 2 (4.35%) Clustering
4 2 (4.35%) Private Cloud
Operating Systems
1 46 (100.00%) Linux
2 8 (17.39%) Android
2 8 (17.39%) Apple iOS
3 7 (15.22%) Windows
4 4 (8.70%) Windows Server
4 4 (8.70%) Windows Server 2003
4 4 (8.70%) Windows Server 2008
5 3 (6.52%) Red Hat Enterprise Linux
6 2 (4.35%) CentOS
7 1 (2.17%) openSUSE
7 1 (2.17%) Ubuntu
Processes & Methodologies
1 20 (43.48%) Agile Software Development
2 15 (32.61%) Business Intelligence
2 15 (32.61%) Data Engineering
2 15 (32.61%) Data Modelling
3 12 (26.09%) Data Integration
3 12 (26.09%) ETL
3 12 (26.09%) Metadata Management
3 12 (26.09%) Test Automation
4 11 (23.91%) Continuous Integration
4 11 (23.91%) Data Science
5 9 (19.57%) Data Cleansing
5 9 (19.57%) Data Management
5 9 (19.57%) OO
6 8 (17.39%) Artificial Intelligence
6 8 (17.39%) CRM
6 8 (17.39%) Energy Management
6 8 (17.39%) Information Security
6 8 (17.39%) OO PHP
6 8 (17.39%) Regression Testing
6 8 (17.39%) User Acceptance Testing
Programming Languages
1 41 (89.13%) Python
2 32 (69.57%) SQL
3 18 (39.13%) Java
4 16 (34.78%) PHP
5 13 (28.26%) Scala
6 11 (23.91%) Bash Shell
7 8 (17.39%) PHP 5
8 7 (15.22%) Go
8 7 (15.22%) Ruby
9 6 (13.04%) JavaScript
10 4 (8.70%) TypeScript
11 3 (6.52%) Perl
12 2 (4.35%) C
12 2 (4.35%) C++
12 2 (4.35%) Groovy
12 2 (4.35%) Haskell
12 2 (4.35%) PowerShell
12 2 (4.35%) R
12 2 (4.35%) Rust
13 1 (2.17%) Java 8
Qualifications
1 9 (19.57%) Degree
2 6 (13.04%) Computer Science Degree
Quality Assurance & Compliance
1 20 (43.48%) QA
2 9 (19.57%) Data Quality
3 7 (15.22%) GDPR
3 7 (15.22%) ISO/IEC 27001
System Software
1 15 (32.61%) HDFS
2 11 (23.91%) Docker
3 5 (10.87%) NFS
4 3 (6.52%) VMware Infrastructure
5 2 (4.35%) Active Directory
5 2 (4.35%) Hyper-V
5 2 (4.35%) KVM
6 1 (2.17%) DRBD
6 1 (2.17%) Postfix
6 1 (2.17%) Sendmail
Systems Management
1 14 (30.43%) Ansible
2 7 (15.22%) Puppet
3 6 (13.04%) Terraform
4 5 (10.87%) Kubernetes
4 5 (10.87%) Opscode Chef
5 4 (8.70%) HAProxy
5 4 (8.70%) Kibana
5 4 (8.70%) logstash
6 2 (4.35%) Grafana
7 1 (2.17%) Nagios
7 1 (2.17%) Pingdom
Vendors
1 11 (23.91%) Oracle
2 8 (17.39%) Rollbar
3 5 (10.87%) Red Hat
4 4 (8.70%) Zend
5 3 (6.52%) VMware
6 2 (4.35%) EMC
6 2 (4.35%) Google
6 2 (4.35%) HP
7 1 (2.17%) FIS
7 1 (2.17%) Hortonworks
7 1 (2.17%) New Relic
7 1 (2.17%) PagerDuty
7 1 (2.17%) Splunk
7 1 (2.17%) Sun
7 1 (2.17%) WorldPay