Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

GitLab
Scotland > Edinburgh
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 138 147 -
Rank change year-on-year +9 - -
Permanent jobs citing GitLab 5 9 0
As % of all permanent IT jobs advertised in Edinburgh 0.21% 0.34% -
As % of the Development Applications category 0.84% 1.69% -
Number of salaries quoted 4 3 0
Edinburgh median annual salary £55,000 £55,000 -
Scotland median annual salary £42,500 £40,000 -
% change year-on-year +6.25% - -

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 592 531 482
As % of all permanent IT jobs advertised in Edinburgh 24.64% 20.11% 22.10%
Number of salaries quoted 410 349 300
Edinburgh median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -5.88%
10th Percentile £31,250 £27,500 £30,500
90th Percentile £67,500 £55,000 £60,000
Scotland median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -5.88%

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 19 January 2019, 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 5 (100.00%) Jenkins
2 4 (80.00%) Ansible
2 4 (80.00%) Docker
2 4 (80.00%) Linux
2 4 (80.00%) Python
2 4 (80.00%) Git (software)
2 4 (80.00%) Amazon AWS
2 4 (80.00%) Terraform
3 3 (60.00%) Sonatype Nexus
3 3 (60.00%) TeamCity
3 3 (60.00%) Elastic Stack
3 3 (60.00%) Problem-Solving
3 3 (60.00%) Bash Shell
3 3 (60.00%) Configuration Management
3 3 (60.00%) Maven
3 3 (60.00%) Opscode Chef
3 3 (60.00%) DevOps
3 3 (60.00%) Kubernetes
4 2 (40.00%) Vagrant
4 2 (40.00%) Oozie
4 2 (40.00%) Go
4 2 (40.00%) Amazon EMR
4 2 (40.00%) Amazon RDS
4 2 (40.00%) Big Data
4 2 (40.00%) Node.js
4 2 (40.00%) Splunk
4 2 (40.00%) GitHub
4 2 (40.00%) Bitbucket
4 2 (40.00%) Analytics
4 2 (40.00%) Apache Pig

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 (40.00%) Apache Pig
1 2 (40.00%) Apache Spark
Cloud Services
1 4 (80.00%) Amazon AWS
2 2 (40.00%) Amazon CloudWatch
2 2 (40.00%) Amazon EC2
2 2 (40.00%) Amazon EMR
2 2 (40.00%) Amazon S3
2 2 (40.00%) AWS CloudFormation
2 2 (40.00%) AWS CodePipeline
2 2 (40.00%) AWS Elastic Beanstalk
2 2 (40.00%) AWS Lambda
2 2 (40.00%) Datadog
2 2 (40.00%) GitHub
2 2 (40.00%) Serverless
2 2 (40.00%) Sumo Logic
3 1 (20.00%) Microsoft Azure
Communications & Networking
1 1 (20.00%) Firewall
Database & Business Intelligence
1 2 (40.00%) Amazon RDS
1 2 (40.00%) Apache Hive
1 2 (40.00%) Big Data
2 1 (20.00%) MongoDB
Development Applications
1 5 (100.00%) Jenkins
2 4 (80.00%) Git (software)
3 3 (60.00%) Maven
3 3 (60.00%) Sonatype Nexus
3 3 (60.00%) TeamCity
4 2 (40.00%) Artifactory
4 2 (40.00%) Atlassian Bamboo
4 2 (40.00%) Bitbucket
4 2 (40.00%) GoCD
4 2 (40.00%) Subversion
4 2 (40.00%) Travis CI
4 2 (40.00%) Vagrant
5 1 (20.00%) Ant
5 1 (20.00%) MSBuild
5 1 (20.00%) Team Foundation Server
Job Titles
1 3 (60.00%) DevOps Engineer
2 2 (40.00%) AWS Engineer
2 2 (40.00%) Cloud Engineer
2 2 (40.00%) Senior Cloud Engineer
3 1 (20.00%) Senior DevOps
3 1 (20.00%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Elastic Stack
2 2 (40.00%) Node.js
3 1 (20.00%) RabbitMQ
Miscellaneous
1 2 (40.00%) Linux Command Line
Operating Systems
1 4 (80.00%) Linux
2 2 (40.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 3 (60.00%) Configuration Management
1 3 (60.00%) DevOps
1 3 (60.00%) Problem-Solving
2 2 (40.00%) Analytics
2 2 (40.00%) Deployment Automation
2 2 (40.00%) ETL
2 2 (40.00%) OO
2 2 (40.00%) Security Patching
2 2 (40.00%) Systems Analysis
2 2 (40.00%) Task Automation
2 2 (40.00%) Test Automation
3 1 (20.00%) Agile Software Development
3 1 (20.00%) Continuous Delivery
3 1 (20.00%) Continuous Integration
3 1 (20.00%) Load Balancing
3 1 (20.00%) Migration
3 1 (20.00%) Process Improvement
3 1 (20.00%) SDLC
3 1 (20.00%) Server Management
3 1 (20.00%) Web Application Development
Programming Languages
1 4 (80.00%) Python
2 3 (60.00%) Bash Shell
3 2 (40.00%) Go
3 2 (40.00%) Java
3 2 (40.00%) JavaScript
3 2 (40.00%) Ruby
3 2 (40.00%) Scala
3 2 (40.00%) SQL
4 1 (20.00%) Groovy
4 1 (20.00%) Korn
4 1 (20.00%) PowerShell
System Software
1 4 (80.00%) Docker
2 1 (20.00%) Virtual Machines
Systems Management
1 4 (80.00%) Ansible
1 4 (80.00%) Terraform
2 3 (60.00%) Kubernetes
2 3 (60.00%) Opscode Chef
3 2 (40.00%) Grafana
3 2 (40.00%) Oozie
3 2 (40.00%) Packer
3 2 (40.00%) Prometheus
3 2 (40.00%) Puppet
3 2 (40.00%) Sysdig
4 1 (20.00%) Graphite
4 1 (20.00%) HAProxy
4 1 (20.00%) Icinga
Vendors
1 2 (40.00%) Splunk
1 2 (40.00%) VMware
2 1 (20.00%) Microsoft