Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 21 January 2019 with a comparison to the same period in the previous 2 years.

LAPP Stack (Linux, Apache, PostgreSQL, PHP/Perl/Python)
UK > Scotland
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 214 - -
Rank change year-on-year - - +233
Permanent jobs citing LAPP Stack 4 0 0
As % of all permanent IT jobs advertised in Scotland 0.079% - -
As % of the Libraries, Frameworks & Software Standards category 0.19% - -
Number of salaries quoted 2 0 0
Scotland median annual salary £63,750 - -
UK median annual salary £45,000 £60,000 £55,000
% change year-on-year -25.00% +9.09% +4.76%

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 advertised in Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,120 2,210 1,751
As % of all permanent IT jobs advertised in Scotland 41.81% 40.42% 37.75%
Number of salaries quoted 1,427 1,499 1,133
Scotland median annual salary £45,000 £42,500 £40,500
Median salary % change year-on-year +5.88% +4.94% +1.25%
10th Percentile £31,250 £28,750 £28,710
90th Percentile £65,000 £62,500 £58,750
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

LAPP Stack
Job Vacancy Trend in Scotland

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

Job vacancy trend for LAPP Stack in Scotland

LAPP Stack
Salary Trend in Scotland

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

Salary trend for LAPP Stack in Scotland

LAPP Stack
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing LAPP Stack within the Scotland region over the 6 months to 21 January 2019. 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
Glasgow - 3 £67,500 -
LAPP Stack
UK

For the 6 months to 21 January 2019, 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 across the Scotland region with a requirement for LAPP Stack.

1 4 (100.00%) Linux
1 4 (100.00%) Apache
1 4 (100.00%) PostgreSQL
2 3 (75.00%) Tomcat
2 3 (75.00%) Oracle
2 3 (75.00%) Java
2 3 (75.00%) SMTP
2 3 (75.00%) HTTP
2 3 (75.00%) TCP/IP
2 3 (75.00%) DNS
2 3 (75.00%) Internet
3 2 (50.00%) Shell Script
3 2 (50.00%) Configuration Management
3 2 (50.00%) SSL
3 2 (50.00%) Red Hat
3 2 (50.00%) Firewall
3 2 (50.00%) SSH
3 2 (50.00%) DHCP
3 2 (50.00%) PHP
3 2 (50.00%) SQL
3 2 (50.00%) SQL Server
3 2 (50.00%) Python
3 2 (50.00%) LDAP
3 2 (50.00%) VMware
3 2 (50.00%) Oracle RAC
3 2 (50.00%) Network Security
3 2 (50.00%) WordPress
3 2 (50.00%) VMware Infrastructure
3 2 (50.00%) Data Guard
3 2 (50.00%) Capacity Planning

LAPP Stack
Co-occurring IT Skills in Scotland 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 4 (100.00%) Apache
2 3 (75.00%) Tomcat
3 2 (50.00%) WordPress
4 1 (25.00%) Apache Spark
4 1 (25.00%) WebSphere
Cloud Services
1 1 (25.00%) Amazon AWS
1 1 (25.00%) Amazon EC2
1 1 (25.00%) Amazon EMR
1 1 (25.00%) Amazon S3
1 1 (25.00%) AWS CloudFormation
1 1 (25.00%) Microsoft Azure
Communications & Networking
1 3 (75.00%) DNS
1 3 (75.00%) HTTP
1 3 (75.00%) Internet
1 3 (75.00%) SMTP
1 3 (75.00%) TCP/IP
2 2 (50.00%) DHCP
2 2 (50.00%) Firewall
2 2 (50.00%) Network Security
2 2 (50.00%) SSH
2 2 (50.00%) SSL
Database & Business Intelligence
1 4 (100.00%) PostgreSQL
2 2 (50.00%) SQL Server
3 1 (25.00%) Apache Hive
3 1 (25.00%) Big Data
3 1 (25.00%) Hadoop
3 1 (25.00%) Neo4j
3 1 (25.00%) NoSQL
3 1 (25.00%) Sqoop
Development Applications
1 1 (25.00%) Git (software)
1 1 (25.00%) Jenkins
1 1 (25.00%) JIRA
General
1 1 (25.00%) Legal
Job Titles
1 2 (50.00%) Administrator
1 2 (50.00%) Linux Administrator
1 2 (50.00%) Linux Systems Administrator
1 2 (50.00%) Systems Administrator
2 1 (25.00%) AWS DevOps
2 1 (25.00%) AWS DevOps Engineer
2 1 (25.00%) AWS Engineer
2 1 (25.00%) Data Engineer
2 1 (25.00%) DevOps Engineer
2 1 (25.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (50.00%) LDAP
2 1 (25.00%) JSON
2 1 (25.00%) Kafka
2 1 (25.00%) RESTful
2 1 (25.00%) XML
Miscellaneous
1 1 (25.00%) Linux Command Line
Operating Systems
1 4 (100.00%) Linux
2 1 (25.00%) Unix
2 1 (25.00%) Windows
Processes & Methodologies
1 2 (50.00%) Capacity Planning
1 2 (50.00%) Configuration Management
1 2 (50.00%) Performance Tuning
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Business Intelligence
2 1 (25.00%) Continuous Deployment
2 1 (25.00%) Data Cleansing
2 1 (25.00%) Data Engineering
2 1 (25.00%) Data Integration
2 1 (25.00%) Data Management
2 1 (25.00%) Data Modelling
2 1 (25.00%) DevOps
2 1 (25.00%) Disaster Recovery
2 1 (25.00%) ETL
2 1 (25.00%) High Availability
2 1 (25.00%) Information Security
2 1 (25.00%) Load Balancing
2 1 (25.00%) Mentoring
2 1 (25.00%) Metadata Management
2 1 (25.00%) Software Engineering
Programming Languages
1 3 (75.00%) Java
2 2 (50.00%) PHP
2 2 (50.00%) Python
2 2 (50.00%) Shell Script
2 2 (50.00%) SQL
3 1 (25.00%) Bash Shell
3 1 (25.00%) Ruby
3 1 (25.00%) Scala
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
1 1 (25.00%) GDPR
1 1 (25.00%) ISO/IEC 27001
1 1 (25.00%) QA
System Software
1 2 (50.00%) Oracle Clusterware
1 2 (50.00%) Oracle RAC
1 2 (50.00%) VMware Infrastructure
2 1 (25.00%) Apache Flume
2 1 (25.00%) HDFS
Systems Management
1 2 (50.00%) Data Guard
2 1 (25.00%) Ansible
2 1 (25.00%) BladeLogic
2 1 (25.00%) Hadoop YARN
2 1 (25.00%) Opscode Chef
2 1 (25.00%) Puppet
2 1 (25.00%) Salt
Vendors
1 3 (75.00%) Oracle
2 2 (50.00%) Red Hat
2 2 (50.00%) VMware
3 1 (25.00%) Cloudera
3 1 (25.00%) Hortonworks