Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for GitLab skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GitLab over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.

GitLab
Scotland > Edinburgh
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 135 137 -
Rank change year-on-year +2 - -
Permanent jobs citing GitLab 11 18 0
As % of all permanent IT jobs advertised in Edinburgh 0.43% 0.67% -
As % of the Development Applications category 1.86% 3.15% -
Number of salaries quoted 8 3 0
Edinburgh median annual salary £52,500 £55,000 -
Median salary % change year-on-year -4.55% - -
Scotland median annual salary £45,000 £50,000 £60,000
% change year-on-year -10.00% -16.67% -

GitLab is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for development application skills.

All Development Application Skills
Edinburgh
Permanent vacancies with a requirement for development application skills 590 571 462
As % of all permanent IT jobs advertised in Edinburgh 23.20% 21.10% 19.92%
Number of salaries quoted 372 336 304
Edinburgh median annual salary £45,000 £40,000 £41,500
Median salary % change year-on-year +12.50% -3.61% -
10th Percentile £29,250 £26,875 £29,750
90th Percentile £65,000 £55,000 £58,750
Scotland median annual salary £46,500 £41,500 £40,500
% change year-on-year +12.05% +2.47% -2.41%

GitLab
Job Vacancy Trend in Edinburgh

Job postings citing GitLab as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for GitLab in Edinburgh

GitLab
Salary Trend in Edinburgh

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

Salary trend for GitLab in Edinburgh

For the 6 months to 17 November 2018, IT jobs citing GitLab 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 Edinburgh region with a requirement for GitLab.

1 10 (90.91%) Jenkins
2 9 (81.82%) Docker
3 8 (72.73%) Ansible
3 8 (72.73%) Linux
3 8 (72.73%) Amazon AWS
4 7 (63.64%) Git (software)
4 7 (63.64%) Python
4 7 (63.64%) Terraform
4 7 (63.64%) DevOps
5 6 (54.55%) TeamCity
5 6 (54.55%) Maven
6 5 (45.45%) Continuous Integration
6 5 (45.45%) Vagrant
6 5 (45.45%) Opscode Chef
6 5 (45.45%) Sonatype Nexus
6 5 (45.45%) Elastic Stack
6 5 (45.45%) Kubernetes
7 4 (36.36%) Packer
7 4 (36.36%) Continuous Delivery
7 4 (36.36%) GoCD
7 4 (36.36%) Artifactory
7 4 (36.36%) Red Hat Enterprise Linux
7 4 (36.36%) Bash Shell
7 4 (36.36%) VMware
7 4 (36.36%) Agile Software Development
7 4 (36.36%) Subversion
7 4 (36.36%) Deployment Automation
8 3 (27.27%) Problem-Solving
8 3 (27.27%) Configuration Management
8 3 (27.27%) Firewall

GitLab
Co-occurring IT Skills in Edinburgh 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 2 (18.18%) Apache Pig
1 2 (18.18%) Apache Spark
2 1 (9.09%) Confluence
2 1 (9.09%) Elasticsearch
2 1 (9.09%) Tomcat
2 1 (9.09%) WebSphere
2 1 (9.09%) WebSphere Application Server
Cloud Services
1 8 (72.73%) Amazon AWS
2 2 (18.18%) Amazon CloudWatch
2 2 (18.18%) Amazon EC2
2 2 (18.18%) Amazon EMR
2 2 (18.18%) Amazon S3
2 2 (18.18%) AWS CloudFormation
2 2 (18.18%) AWS CodePipeline
2 2 (18.18%) AWS Elastic Beanstalk
2 2 (18.18%) AWS Lambda
2 2 (18.18%) CloudFront
2 2 (18.18%) Datadog
2 2 (18.18%) GitHub
2 2 (18.18%) Microsoft Azure
2 2 (18.18%) Serverless
2 2 (18.18%) Sumo Logic
3 1 (9.09%) npm
3 1 (9.09%) OpenShift
3 1 (9.09%) SaaS
3 1 (9.09%) Slack
Communications & Networking
1 3 (27.27%) Firewall
2 1 (9.09%) HTTP
Database & Business Intelligence
1 2 (18.18%) Amazon RDS
1 2 (18.18%) Apache Hive
1 2 (18.18%) Big Data
2 1 (9.09%) MongoDB
2 1 (9.09%) SQL Server
Development Applications
1 10 (90.91%) Jenkins
2 7 (63.64%) Git (software)
3 6 (54.55%) Maven
3 6 (54.55%) TeamCity
4 5 (45.45%) Sonatype Nexus
4 5 (45.45%) Vagrant
5 4 (36.36%) Artifactory
5 4 (36.36%) GoCD
5 4 (36.36%) Subversion
6 2 (18.18%) Atlassian Bamboo
6 2 (18.18%) Bitbucket
6 2 (18.18%) Travis CI
7 1 (9.09%) Gradle
7 1 (9.09%) Grunt
7 1 (9.09%) gulp
7 1 (9.09%) JIRA
7 1 (9.09%) MSBuild
7 1 (9.09%) Selenium
7 1 (9.09%) SonarQube
7 1 (9.09%) Team Foundation Server
General
1 1 (9.09%) Games
Job Titles
1 7 (63.64%) DevOps Engineer
2 2 (18.18%) AWS Engineer
2 2 (18.18%) Cloud Engineer
2 2 (18.18%) Senior Cloud Engineer
2 2 (18.18%) Senior DevOps
2 2 (18.18%) Senior DevOps Engineer
3 1 (9.09%) Automation Engineer
3 1 (9.09%) Deployment Engineer
3 1 (9.09%) Developer
3 1 (9.09%) Senior Developer
3 1 (9.09%) Senior Software Developer
3 1 (9.09%) Software Build Engineer
3 1 (9.09%) Software Deployment Engineer
3 1 (9.09%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (45.45%) Elastic Stack
2 2 (18.18%) Node.js
2 2 (18.18%) RESTful
3 1 (9.09%) .NET
3 1 (9.09%) .NET Core
3 1 (9.09%) AngularJS
3 1 (9.09%) ASP.NET
3 1 (9.09%) ASP.NET MVC
3 1 (9.09%) ASP.NET Web API
3 1 (9.09%) OpenID
3 1 (9.09%) RabbitMQ
Miscellaneous
1 3 (27.27%) Linux Command Line
2 1 (9.09%) Algorithms
2 1 (9.09%) Greenfield Project
Operating Systems
1 8 (72.73%) Linux
2 4 (36.36%) Red Hat Enterprise Linux
3 1 (9.09%) CentOS
3 1 (9.09%) Unix
Processes & Methodologies
1 7 (63.64%) DevOps
2 5 (45.45%) Continuous Integration
3 4 (36.36%) Agile Software Development
3 4 (36.36%) Continuous Delivery
3 4 (36.36%) Deployment Automation
4 3 (27.27%) Configuration Management
4 3 (27.27%) Problem-Solving
4 3 (27.27%) Test Automation
5 2 (18.18%) Analytics
5 2 (18.18%) ETL
5 2 (18.18%) OO
5 2 (18.18%) Security Patching
5 2 (18.18%) Systems Analysis
5 2 (18.18%) Task Automation
6 1 (9.09%) Continuous Deployment
6 1 (9.09%) Mentoring
6 1 (9.09%) MVC
6 1 (9.09%) Process Improvement
6 1 (9.09%) SDLC
6 1 (9.09%) Web Application Development
Programming Languages
1 7 (63.64%) Python
2 4 (36.36%) Bash Shell
3 3 (27.27%) Java
3 3 (27.27%) JavaScript
4 2 (18.18%) Go
4 2 (18.18%) Groovy
4 2 (18.18%) PowerShell
4 2 (18.18%) Ruby
4 2 (18.18%) Scala
4 2 (18.18%) SQL
5 1 (9.09%) C#
5 1 (9.09%) Jython
5 1 (9.09%) Korn
5 1 (9.09%) Perl
5 1 (9.09%) Shell Script
5 1 (9.09%) VBScript
System Software
1 9 (81.82%) Docker
2 1 (9.09%) Virtual Machines
Systems Management
1 8 (72.73%) Ansible
2 7 (63.64%) Terraform
3 5 (45.45%) Kubernetes
3 5 (45.45%) Opscode Chef
4 4 (36.36%) Packer
5 2 (18.18%) Grafana
5 2 (18.18%) Oozie
5 2 (18.18%) Prometheus
5 2 (18.18%) Puppet
5 2 (18.18%) Sysdig
6 1 (9.09%) Graphite
6 1 (9.09%) HAProxy
6 1 (9.09%) Icinga
Vendors
1 4 (36.36%) VMware
2 2 (18.18%) Splunk
3 1 (9.09%) Microsoft
3 1 (9.09%) Oracle