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

GitLab
Scotland > Edinburgh
6 months to
19 Oct 2019
Same period 2018 Same period 2017
Rank 135 139 138
Rank change year-on-year +4 -1 -
Permanent jobs citing GitLab 15 12 16
As % of all permanent IT jobs advertised in Edinburgh 0.66% 0.48% 0.59%
As % of the Development Applications category 3.17% 2.10% 2.81%
Number of salaries quoted 9 8 2
Edinburgh median annual salary £39,000 £52,500 £46,750
Median salary % change year-on-year -25.71% +12.30% -
10th Percentile £32,901 £42,500 £38,325
90th Percentile £46,250 £61,250 £55,775
Scotland median annual salary £39,000 £45,000 £45,000
% change year-on-year -13.33% - -25.00%

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 473 572 570
As % of all permanent IT jobs advertised in Edinburgh 20.94% 22.67% 21.17%
Number of salaries quoted 241 356 339
Edinburgh median annual salary £43,500 £45,000 £40,000
Median salary % change year-on-year -3.33% +12.50% -5.88%
10th Percentile £28,750 £29,250 £27,500
90th Percentile £62,500 £65,000 £55,000
Scotland median annual salary £46,500 £45,375 £40,000
% change year-on-year +2.48% +13.44% -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 October 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 9 (60.00%) Java
1 9 (60.00%) Maven
1 9 (60.00%) Jenkins
2 7 (46.67%) Agile Software Development
2 7 (46.67%) Git (software)
2 7 (46.67%) AWS
3 6 (40.00%) Spring
3 6 (40.00%) JBoss
3 6 (40.00%) Migration
3 6 (40.00%) Hibernate
3 6 (40.00%) Enterprise Software
3 6 (40.00%) Sonatype Nexus
3 6 (40.00%) Java 8
4 5 (33.33%) Problem-Solving
4 5 (33.33%) DevOps
4 5 (33.33%) Python
4 5 (33.33%) Continuous Integration
5 4 (26.67%) Groovy
5 4 (26.67%) Oracle APEX
5 4 (26.67%) Subversion
5 4 (26.67%) TOGAF
5 4 (26.67%) Local Government
5 4 (26.67%) UML
5 4 (26.67%) Oracle
5 4 (26.67%) Finance
5 4 (26.67%) Mentoring
5 4 (26.67%) Coaching
5 4 (26.67%) Presales
5 4 (26.67%) Oracle Database
5 4 (26.67%) Docker

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 6 (40.00%) JBoss
2 3 (20.00%) Confluence
3 1 (6.67%) Blackberry Enterprise Server
Cloud Services
1 7 (46.67%) AWS
2 3 (20.00%) Amazon S3
2 3 (20.00%) GitHub
2 3 (20.00%) SaaS
3 1 (6.67%) Azure
3 1 (6.67%) GCP
Database & Business Intelligence
1 4 (26.67%) Oracle Database
2 2 (13.33%) PostgreSQL
Development Applications
1 9 (60.00%) Jenkins
1 9 (60.00%) Maven
2 7 (46.67%) Git (software)
3 6 (40.00%) Sonatype Nexus
4 4 (26.67%) Oracle APEX
4 4 (26.67%) Subversion
5 3 (20.00%) Bitbucket
5 3 (20.00%) JIRA
5 3 (20.00%) TeamCity
6 2 (13.33%) Ant
6 2 (13.33%) git-flow
6 2 (13.33%) JUnit
6 2 (13.33%) Mockito
6 2 (13.33%) MSBuild
7 1 (6.67%) Artifactory
7 1 (6.67%) GoCD
7 1 (6.67%) Gradle
7 1 (6.67%) Team Foundation Server
7 1 (6.67%) Vagrant
General
1 4 (26.67%) Finance
1 4 (26.67%) Local Government
2 2 (13.33%) Public Sector
Job Titles
1 4 (26.67%) Architect
1 4 (26.67%) Technical Architect
2 3 (20.00%) Developer
3 2 (13.33%) DevOps Engineer
3 2 (13.33%) Java Developer
4 1 (6.67%) AWS Engineer
4 1 (6.67%) Infrastructure Engineer
4 1 (6.67%) iOS Developer
4 1 (6.67%) Senior DevOps
Libraries, Frameworks & Software Standards
1 6 (40.00%) Hibernate
1 6 (40.00%) Spring
2 3 (20.00%) OAuth
2 3 (20.00%) OpenID
2 3 (20.00%) SAML
3 2 (13.33%) Apache Camel
3 2 (13.33%) Apache CXF
3 2 (13.33%) JPA
3 2 (13.33%) Middleware
4 1 (6.67%) Elastic Stack
Miscellaneous
1 6 (40.00%) Enterprise Software
2 2 (13.33%) Linux Command Line
3 1 (6.67%) Analytical Skills
3 1 (6.67%) PKI
Operating Systems
1 2 (13.33%) Unix
2 1 (6.67%) Apple iOS
2 1 (6.67%) Linux
2 1 (6.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 7 (46.67%) Agile Software Development
2 6 (40.00%) Migration
3 5 (33.33%) Continuous Integration
3 5 (33.33%) DevOps
3 5 (33.33%) Problem-Solving
4 4 (26.67%) Coaching
4 4 (26.67%) Commercial Awareness
4 4 (26.67%) Mentoring
4 4 (26.67%) Presales
4 4 (26.67%) Project Delivery
4 4 (26.67%) TOGAF
4 4 (26.67%) UML
5 3 (20.00%) Continuous Delivery
5 3 (20.00%) Open Source
5 3 (20.00%) SDLC
5 3 (20.00%) Static Code Analysis
5 3 (20.00%) Vulnerability Scanning
6 2 (13.33%) Fintech
6 2 (13.33%) Infrastructure Engineering
6 2 (13.33%) Infrastructure Transformation
Programming Languages
1 9 (60.00%) Java
2 6 (40.00%) Java 8
3 5 (33.33%) Python
4 4 (26.67%) Groovy
5 3 (20.00%) PowerShell
5 3 (20.00%) R
6 2 (13.33%) Bash Shell
6 2 (13.33%) Korn
6 2 (13.33%) SQL
7 1 (6.67%) Apple Swift
7 1 (6.67%) Perl
Qualifications
1 4 (26.67%) TOGAF Certification
2 2 (13.33%) Security Cleared
3 1 (6.67%) ITIL Certification
3 1 (6.67%) MCSA
3 1 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 1 (6.67%) PCI DSS
1 1 (6.67%) QA
System Software
1 4 (26.67%) Docker
2 1 (6.67%) Active Directory
2 1 (6.67%) Hyper-V
2 1 (6.67%) LXC
2 1 (6.67%) Virtual Machines
Systems Management
1 3 (20.00%) Kubernetes
2 2 (13.33%) Opscode Chef
2 2 (13.33%) Terraform
3 1 (6.67%) Ansible
3 1 (6.67%) Packer
Vendors
1 4 (26.67%) Oracle
2 3 (20.00%) Atlassian
2 3 (20.00%) Black Duck
2 3 (20.00%) Coverity
3 2 (13.33%) Microsoft
3 2 (13.33%) Perforce
3 2 (13.33%) Red Hat
3 2 (13.33%) VMware