Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 July 2018 with a comparison to the same period in the previous 2 years.

GitLab
UK > England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 779 904 1179
Rank change year-on-year +125 +275 +85
Permanent jobs citing GitLab 390 280 81
As % of all permanent IT jobs advertised in England 0.24% 0.17% 0.042%
As % of the Development Applications category 1.15% 0.82% 0.23%
Number of salaries quoted 260 230 59
England median annual salary £65,000 £50,000 £52,500
Median salary % change year-on-year +30.00% -4.76% -6.67%
10th Percentile £38,700 £29,750 £33,750
90th Percentile £88,750 £75,000 £70,000
UK median annual salary £62,500 £50,000 £58,000
% change year-on-year +25.00% -13.79% +6.67%

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 England with a requirement for development application skills.

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 33,813 34,069 34,763
As % of all permanent IT jobs advertised in England 20.68% 20.42% 18.19%
Number of salaries quoted 27,651 28,399 30,343
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £78,750 £75,000 £72,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

GitLab
Job Vacancy Trend in England

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

Job vacancy trend for GitLab in England

GitLab
Salary Trend in England

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

Salary trend for GitLab in England

GitLab
Salary Histogram in England

The salary distribution of IT jobs citing GitLab in England over the 6 months to 20 July 2018.

Salary histogram for GitLab in England

GitLab
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GitLab within the England region over the 6 months to 20 July 2018. 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
London +72 181 £72,500 +20.83% 30
South East +26 78 £55,000 - 14
North of England +28 59 £42,500 -7.61% 10
North West +33 29 £53,750 +16.85% 5
East of England +32 28 £57,500 - 10
South West +26 28 £45,000 -2.70% 5
Yorkshire +27 24 £41,000 -36.92% 3
Midlands -40 19 £52,500 +45.83% 2
East Midlands +14 10 £52,500 +23.53% 1
West Midlands -25 9 £82,500 +129.17% 1
North East -24 6 £35,000 -30.00% 2
GitLab
UK

For the 6 months to 20 July 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 England region with a requirement for GitLab.

1 232 (59.49%) Python
2 218 (55.90%) Linux
3 217 (55.64%) Agile Software Development
4 211 (54.10%) DevOps
5 203 (52.05%) Java
6 194 (49.74%) Jenkins
7 179 (45.90%) Docker
8 168 (43.08%) Amazon AWS
9 156 (40.00%) Git (software)
10 149 (38.21%) Continuous Integration
11 145 (37.18%) JavaScript
12 137 (35.13%) Ansible
13 128 (32.82%) Kubernetes
14 127 (32.56%) Ruby
15 114 (29.23%) Test Automation
16 111 (28.46%) Puppet
17 97 (24.87%) Bash Shell
18 92 (23.59%) GitHub
19 88 (22.56%) SQL
20 76 (19.49%) Finance
21 75 (19.23%) Opscode Chef
22 73 (18.72%) Configuration Management
23 72 (18.46%) HTML
24 71 (18.21%) Open Source
25 70 (17.95%) CSS
26 68 (17.44%) PostgreSQL
26 68 (17.44%) Atlassian Bamboo
27 67 (17.18%) Scrum
28 65 (16.67%) Go
29 59 (15.13%) C#

GitLab
Co-occurring IT Skills in England 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 48 (12.31%) Elasticsearch
2 38 (9.74%) nginx
3 28 (7.18%) CloudStack
4 25 (6.41%) Apache
5 20 (5.13%) Confluence
6 16 (4.10%) Apache Spark
6 16 (4.10%) WordPress
7 10 (2.56%) OpenStack
8 9 (2.31%) JBoss
8 9 (2.31%) uWSGI
9 8 (2.05%) Tomcat
10 7 (1.79%) Cloud Foundry
11 5 (1.28%) IIS
12 4 (1.03%) Apache Solr
13 3 (0.77%) Drupal
13 3 (0.77%) Jetty
13 3 (0.77%) Oracle HTTP Server
13 3 (0.77%) Traffic Server
14 2 (0.51%) WebSphere
15 1 (0.26%) CMS
Applications
1 2 (0.51%) Microsoft Excel
1 2 (0.51%) Microsoft PowerPoint
1 2 (0.51%) Microsoft Project
2 1 (0.26%) MS Visio
Business Applications
1 2 (0.51%) Payment Gateway
2 1 (0.26%) Oracle EBS
2 1 (0.26%) SAP S/4HANA
2 1 (0.26%) Siebel CRM
Cloud Services
1 168 (43.08%) Amazon AWS
2 92 (23.59%) GitHub
3 56 (14.36%) Microsoft Azure
4 44 (11.28%) AWS Lambda
5 43 (11.03%) AWS CloudFormation
5 43 (11.03%) Serverless
6 34 (8.72%) IaaS
7 33 (8.46%) Google Cloud Platform
8 22 (5.64%) PaaS
9 20 (5.13%) SaaS
10 15 (3.85%) AWS Elastic Beanstalk
11 13 (3.33%) Amazon EC2
11 13 (3.33%) Slack
12 12 (3.08%) Datadog
13 11 (2.82%) Amazon S3
13 11 (2.82%) Cloud Computing
14 9 (2.31%) Amazon ELB
14 9 (2.31%) IBM Cloud
15 8 (2.05%) Amazon CloudWatch
15 8 (2.05%) Amazon EMR
Communications & Networking
1 29 (7.44%) TCP/IP
2 23 (5.90%) DNS
3 21 (5.38%) HTTP
4 16 (4.10%) Internet
5 15 (3.85%) SSL
6 12 (3.08%) SSH
7 10 (2.56%) Broadband
8 9 (2.31%) SMTP
9 6 (1.54%) VLAN
10 3 (0.77%) SAN
11 2 (0.51%) NAS
11 2 (0.51%) Network Security
11 2 (0.51%) VSAN
12 1 (0.26%) DSL
12 1 (0.26%) Firewall
12 1 (0.26%) PPP
12 1 (0.26%) SMS
12 1 (0.26%) VoIP
12 1 (0.26%) Wireshark
Database & Business Intelligence
1 68 (17.44%) PostgreSQL
2 49 (12.56%) Big Data
3 40 (10.26%) MySQL
4 24 (6.15%) NoSQL
4 24 (6.15%) Relational Database
5 21 (5.38%) Hadoop
5 21 (5.38%) MongoDB
6 19 (4.87%) RDBMS
6 19 (4.87%) Redis
7 18 (4.62%) Neo4j
8 14 (3.59%) Apache Hive
8 14 (3.59%) SQL Server
9 12 (3.08%) Amazon Redshift
10 11 (2.82%) Data Lake
10 11 (2.82%) Impala
11 10 (2.56%) Parquet
12 9 (2.31%) Amazon RDS
12 9 (2.31%) Data Warehouse
12 9 (2.31%) InfluxDB
12 9 (2.31%) Spotfire
Development Applications
1 194 (49.74%) Jenkins
2 156 (40.00%) Git (software)
3 68 (17.44%) Atlassian Bamboo
4 54 (13.85%) Maven
5 51 (13.08%) JIRA
6 49 (12.56%) Cucumber
7 46 (11.79%) Selenium
8 39 (10.00%) WebDriver
9 36 (9.23%) Vagrant
10 35 (8.97%) Subversion
11 27 (6.92%) TeamCity
12 23 (5.90%) Gradle
12 23 (5.90%) gulp
12 23 (5.90%) JUnit
13 18 (4.62%) Ant
13 18 (4.62%) JBehave
13 18 (4.62%) SpecFlow
14 14 (3.59%) webpack
15 12 (3.08%) CircleCI
15 12 (3.08%) Travis CI
General
1 76 (19.49%) Finance
2 35 (8.97%) Retail
3 26 (6.67%) Telecoms
4 24 (6.15%) Banking
5 19 (4.87%) Games
6 9 (2.31%) Legal
7 7 (1.79%) Marketing
8 6 (1.54%) Advertising
8 6 (1.54%) Electronics
8 6 (1.54%) Manufacturing
9 3 (0.77%) French Language
9 3 (0.77%) Spanish Language
10 2 (0.51%) Financial Institution
10 2 (0.51%) Publishing
11 1 (0.26%) Automotive
11 1 (0.26%) Front Office
11 1 (0.26%) Investment Banking
11 1 (0.26%) Law
11 1 (0.26%) Pharmaceutical
11 1 (0.26%) Polish Language
Job Titles
1 129 (33.08%) Developer
2 107 (27.44%) DevOps Engineer
3 34 (8.72%) AWS Engineer
3 34 (8.72%) Cloud Engineer
4 33 (8.46%) Tester
5 32 (8.21%) Test Engineer
6 29 (7.44%) Architect
7 27 (6.92%) Senior DevOps
7 27 (6.92%) Senior DevOps Engineer
8 26 (6.67%) Linux Engineer
8 26 (6.67%) Linux/Unix DevOps
8 26 (6.67%) Test Automation Engineer
9 25 (6.41%) Automation Tester
9 25 (6.41%) Linux DevOps Engineer
10 24 (6.15%) J2EE Architect
10 24 (6.15%) Java Architect
10 24 (6.15%) Java/J2EE Architect
11 23 (5.90%) Senior Developer
12 22 (5.64%) Cloud Developer
12 22 (5.64%) Java Developer
Libraries, Frameworks & Software Standards
1 72 (18.46%) HTML
2 70 (17.95%) CSS
3 49 (12.56%) React
4 47 (12.05%) Node.js
5 46 (11.79%) Web Services
6 41 (10.51%) Kafka
7 34 (8.72%) JSON
8 31 (7.95%) Flask
9 27 (6.92%) AngularJS
10 26 (6.67%) .NET
10 26 (6.67%) Django
11 25 (6.41%) CSS3
11 25 (6.41%) HTML5
11 25 (6.41%) J2EE
12 24 (6.15%) REST
12 24 (6.15%) RESTful
13 19 (4.87%) Vue.js
14 18 (4.62%) jQuery
15 15 (3.85%) Sass
16 14 (3.59%) Ember.js
Miscellaneous
1 34 (8.72%) Public Cloud
2 30 (7.69%) Computer Science
3 17 (4.36%) Mobile App
4 14 (3.59%) Analytical Skills
4 14 (3.59%) Fintech
5 12 (3.08%) Self-Motivation
6 10 (2.56%) Enterprise Software
7 7 (1.79%) Linux Command Line
8 6 (1.54%) Social Network
9 5 (1.28%) Cloud Native
9 5 (1.28%) Clustering
10 4 (1.03%) Data Centre
10 4 (1.03%) Hybrid Cloud
10 4 (1.03%) Private Cloud
11 3 (0.77%) Algorithms
11 3 (0.77%) Internet of Things
11 3 (0.77%) Management Information System
11 3 (0.77%) Online Games
11 3 (0.77%) User Experience
11 3 (0.77%) Video Conferencing
Operating Systems
1 218 (55.90%) Linux
2 53 (13.59%) Windows
3 49 (12.56%) Unix
4 19 (4.87%) Red Hat Enterprise Linux
5 15 (3.85%) Ubuntu
6 13 (3.33%) Apple iOS
7 11 (2.82%) Nucleus RTOS
8 9 (2.31%) CentOS
9 6 (1.54%) Android
10 5 (1.28%) Debian
10 5 (1.28%) Windows Server
11 2 (0.51%) Solaris
11 2 (0.51%) Windows 8
12 1 (0.26%) CoreOS
12 1 (0.26%) SUSE
12 1 (0.26%) zOS
Processes & Methodologies
1 217 (55.64%) Agile Software Development
2 211 (54.10%) DevOps
3 149 (38.21%) Continuous Integration
4 114 (29.23%) Test Automation
5 73 (18.72%) Configuration Management
6 71 (18.21%) Open Source
7 67 (17.18%) Scrum
8 58 (14.87%) Continuous Delivery
9 55 (14.10%) Problem-Solving
9 55 (14.10%) TDD
10 50 (12.82%) Deployment Automation
11 45 (11.54%) BDD
12 44 (11.28%) Software Engineering
13 39 (10.00%) Microservices
14 38 (9.74%) Coaching
15 37 (9.49%) Mentoring
16 35 (8.97%) SDLC
16 35 (8.97%) Web Development
17 29 (7.44%) Software Delivery
18 28 (7.18%) SDET
Programming Languages
1 232 (59.49%) Python
2 203 (52.05%) Java
3 145 (37.18%) JavaScript
4 127 (32.56%) Ruby
5 97 (24.87%) Bash Shell
6 88 (22.56%) SQL
7 65 (16.67%) Go
8 59 (15.13%) C#
9 54 (13.85%) Perl
10 45 (11.54%) PowerShell
11 31 (7.95%) C++
11 31 (7.95%) Scala
12 25 (6.41%) PHP
13 17 (4.36%) C
14 10 (2.56%) R
15 9 (2.31%) ES6
15 9 (2.31%) TypeScript
16 8 (2.05%) Objective-C
17 7 (1.79%) Apple Swift
17 7 (1.79%) Shell Script
Qualifications
1 37 (9.49%) Degree
2 18 (4.62%) AWS Certification
2 18 (4.62%) Security Cleared
3 16 (4.10%) Computer Science Degree
4 8 (2.05%) SC Cleared
5 6 (1.54%) Master's Degree
6 3 (0.77%) DV Cleared
7 2 (0.51%) PMI Certification
8 1 (0.26%) BPSS Clearance
8 1 (0.26%) ISTQB
8 1 (0.26%) ISTQB Foundation Certification
8 1 (0.26%) LPIC
8 1 (0.26%) MCSA
8 1 (0.26%) MCSE
8 1 (0.26%) Microsoft Certification
8 1 (0.26%) Numerate Degree
8 1 (0.26%) RHCE
Quality Assurance & Compliance
1 48 (12.31%) QA
2 22 (5.64%) GCP
3 9 (2.31%) Disclosure Scotland
4 6 (1.54%) Cyber Essentials
5 3 (0.77%) SLA
6 2 (0.51%) PMO
7 1 (0.26%) GPG13
7 1 (0.26%) PCI DSS
System Software
1 179 (45.90%) Docker
2 36 (9.23%) vSphere
3 16 (4.10%) Virtual Machines
4 15 (3.85%) Apache ZooKeeper
4 15 (3.85%) VMware Infrastructure
5 10 (2.56%) HDFS
6 8 (2.05%) KVM
7 6 (1.54%) VirtualBox
8 5 (1.28%) oVirt
8 5 (1.28%) XenServer
9 4 (1.03%) VMware ESXi
10 2 (0.51%) Active Directory
11 1 (0.26%) Corosync
11 1 (0.26%) XenApp
11 1 (0.26%) XenDesktop
Systems Management
1 137 (35.13%) Ansible
2 128 (32.82%) Kubernetes
3 111 (28.46%) Puppet
4 75 (19.23%) Opscode Chef
5 53 (13.59%) Terraform
6 39 (10.00%) Rancher
7 37 (9.49%) logstash
8 22 (5.64%) HAProxy
9 17 (4.36%) Icinga
10 16 (4.10%) Prometheus
11 15 (3.85%) Grafana
12 13 (3.33%) Oozie
12 13 (3.33%) Salt
13 11 (2.82%) Docker Swarm
14 9 (2.31%) Kibana
15 7 (1.79%) Mesos
15 7 (1.79%) rkt
16 6 (1.54%) Cacti
17 3 (0.77%) Cobbler
17 3 (0.77%) Juju
Vendors
1 48 (12.31%) VMware
2 40 (10.26%) Splunk
3 39 (10.00%) Google
3 39 (10.00%) SaltStack
4 27 (6.92%) Red Hat
5 18 (4.62%) IBM
6 17 (4.36%) Oracle
7 13 (3.33%) Cloudera
8 12 (3.08%) Apple
9 11 (2.82%) AppDynamics
10 9 (2.31%) Tableau
10 9 (2.31%) Talend
11 8 (2.05%) Atlassian
11 8 (2.05%) Facebook
11 8 (2.05%) New Relic
11 8 (2.05%) SAP
12 7 (1.79%) Salesforce.com
13 6 (1.54%) Zuora
14 5 (1.28%) Microsoft
15 4 (1.03%) Citrix