Period
to 23 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for GitHub skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GitHub over the 6 months to 23 February 2018 with a comparison to the same period in the previous 2 years.

GitHub
South West > Bristol
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 140 178 196
Rank change year-on-year +38 +18 -8
Permanent jobs citing GitHub 53 7 5
As % of all permanent IT jobs advertised in Bristol 1.49% 0.21% 0.13%
As % of the Cloud Services category 7.81% 1.68% 1.25%
Number of salaries quoted 46 7 5
Bristol median annual salary £50,000 £45,000 £37,500
Median salary % change year-on-year +11.11% +20.00% +41.51%
10th Percentile £25,375 £34,000 £31,000
90th Percentile £70,000 £48,250 £43,250
South West median annual salary £42,500 £32,500 £40,000
% change year-on-year +30.77% -18.75% +50.94%

GitHub is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for cloud computing skills.

All Cloud Skills
Bristol
Permanent vacancies with a requirement for cloud computing skills 679 416 400
As % of all permanent IT jobs advertised in Bristol 19.04% 12.43% 10.73%
Number of salaries quoted 594 367 371
Bristol median annual salary £45,000 £54,000 £50,000
Median salary % change year-on-year -16.67% +8.00% +17.65%
10th Percentile £25,000 £30,500 £28,750
90th Percentile £70,000 £78,750 £83,750
South West median annual salary £42,500 £42,500 £42,500

GitHub
Job Vacancy Trend in Bristol

Job postings citing GitHub as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for GitHub in Bristol

GitHub
Salary Trend in Bristol

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

Salary trend for GitHub in Bristol

GitHub
Salary Histogram in Bristol

The salary distribution of IT jobs citing GitHub in Bristol over the 6 months to 23 February 2018.

Salary histogram for GitHub in Bristol

For the 6 months to 23 February 2018, IT jobs citing GitHub 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 Bristol region with a requirement for GitHub.

1 30 (56.60%) Agile Software Development
2 29 (54.72%) Python
3 28 (52.83%) Amazon AWS
4 27 (50.94%) SQL
5 26 (49.06%) Open Source
6 25 (47.17%) User Experience
7 23 (43.40%) Scala
7 23 (43.40%) Java
7 23 (43.40%) Software Engineering
8 22 (41.51%) Scrum
8 22 (41.51%) Elasticsearch
9 21 (39.62%) Analytics
9 21 (39.62%) Amazon EMR
9 21 (39.62%) Apache Spark
9 21 (39.62%) Amazon Redshift
9 21 (39.62%) Pandas
9 21 (39.62%) Coaching
9 21 (39.62%) BigQuery
9 21 (39.62%) Amazon Kinesis
9 21 (39.62%) Continuous Delivery
9 21 (39.62%) MLlib
9 21 (39.62%) Amazon Athena
9 21 (39.62%) Clustering
9 21 (39.62%) ETL
9 21 (39.62%) Hadoop
9 21 (39.62%) JIRA
9 21 (39.62%) RESTful
9 21 (39.62%) MapReduce
10 20 (37.74%) Microsoft Azure
10 20 (37.74%) Business Intelligence

GitHub
Co-occurring IT Skills in Bristol 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 22 (41.51%) Elasticsearch
2 21 (39.62%) Apache Spark
3 15 (28.30%) Apache Pig
4 1 (1.89%) IIS
4 1 (1.89%) nginx
4 1 (1.89%) WordPress
Cloud Services
1 28 (52.83%) Amazon AWS
2 21 (39.62%) Amazon EMR
2 21 (39.62%) Amazon Kinesis
3 20 (37.74%) Microsoft Azure
4 6 (11.32%) Google Play
5 5 (9.43%) G Suite
5 5 (9.43%) Google Cloud Platform
5 5 (9.43%) Heroku
5 5 (9.43%) SaaS
5 5 (9.43%) Slack
6 2 (3.77%) Serverless
7 1 (1.89%) Amazon EC2
7 1 (1.89%) Amazon S3
7 1 (1.89%) AWS Lambda
7 1 (1.89%) npm
Communications & Networking
1 1 (1.89%) 3G
1 1 (1.89%) 4G
1 1 (1.89%) Bluetooth
1 1 (1.89%) DHCP
1 1 (1.89%) DNS
1 1 (1.89%) OpenVPN
1 1 (1.89%) SMTP
1 1 (1.89%) SNMP
1 1 (1.89%) Wi-Fi
1 1 (1.89%) Wireless
Database & Business Intelligence
1 21 (39.62%) Amazon Athena
1 21 (39.62%) Amazon Redshift
1 21 (39.62%) BigQuery
1 21 (39.62%) Hadoop
2 15 (28.30%) Apache Hive
2 15 (28.30%) Big Data
2 15 (28.30%) Impala
2 15 (28.30%) Power BI
2 15 (28.30%) Presto
2 15 (28.30%) Spotfire
3 3 (5.66%) MySQL
4 2 (3.77%) PostgreSQL
4 2 (3.77%) SQL Server
5 1 (1.89%) Amazon DynamoDB
5 1 (1.89%) Relational Database
Development Applications
1 21 (39.62%) JIRA
2 14 (26.42%) Git (software)
3 5 (9.43%) Xcode
4 1 (1.89%) Babel
4 1 (1.89%) Bitbucket
4 1 (1.89%) GoCD
4 1 (1.89%) Jenkins
4 1 (1.89%) Mocha
4 1 (1.89%) Octopus Deploy
4 1 (1.89%) Selenium
4 1 (1.89%) TeamCity
4 1 (1.89%) Vagrant
4 1 (1.89%) WebDriver
4 1 (1.89%) webpack
General
1 20 (37.74%) Electronics
2 5 (9.43%) Finance
2 5 (9.43%) Manufacturing
2 5 (9.43%) Marketing
2 5 (9.43%) Retail
2 5 (9.43%) Telecoms
Job Titles
1 21 (39.62%) Developer
2 15 (28.30%) AWS Engineer
2 15 (28.30%) Data Engineer
2 15 (28.30%) Hadoop Engineer
2 15 (28.30%) Senior Data Engineer
2 15 (28.30%) Senior Hadoop Engineer
3 13 (24.53%) iOS Developer
4 8 (15.09%) Android Developer
5 6 (11.32%) Data Science Leader
5 6 (11.32%) Technical Leader
6 5 (9.43%) Systems Engineer
7 3 (5.66%) Android Engineer
7 3 (5.66%) iOS Android Developer
7 3 (5.66%) Software Engineer
8 2 (3.77%) Applications Developer
8 2 (3.77%) Mobile Engineer
8 2 (3.77%) Software Developer
9 1 (1.89%) Embedded Software Engineer
9 1 (1.89%) Infrastructure Engineer
9 1 (1.89%) Support Engineer
Libraries, Frameworks & Software Standards
1 21 (39.62%) MLlib
1 21 (39.62%) Pandas
1 21 (39.62%) RESTful
2 6 (11.32%) Reactive Extensions
2 6 (11.32%) Velocity
2 6 (11.32%) Web Services
3 5 (9.43%) Cocoa
3 5 (9.43%) CSS
3 5 (9.43%) HTML
3 5 (9.43%) HTML5
3 5 (9.43%) JSON
3 5 (9.43%) Kafka
3 5 (9.43%) XML
4 3 (5.66%) Ionic Framework
5 2 (3.77%) AngularJS
5 2 (3.77%) jQuery
5 2 (3.77%) Laravel
5 2 (3.77%) Node.js
5 2 (3.77%) React
6 1 (1.89%) Apache Cordova
Miscellaneous
1 25 (47.17%) User Experience
2 21 (39.62%) Clustering
3 8 (15.09%) Data Structures
4 6 (11.32%) Algorithms
4 6 (11.32%) Internet of Things
5 3 (5.66%) iPad
5 3 (5.66%) iPhone
6 1 (1.89%) Computer Science
6 1 (1.89%) Embedded Systems
6 1 (1.89%) Enterprise Software
6 1 (1.89%) Linux Command Line
6 1 (1.89%) Raspberry Pi
Operating Systems
1 15 (28.30%) Android
1 15 (28.30%) Apple iOS
2 4 (7.55%) Linux
3 1 (1.89%) Embedded Linux
3 1 (1.89%) FreeRTOS
3 1 (1.89%) Windows
Processes & Methodologies
1 30 (56.60%) Agile Software Development
2 26 (49.06%) Open Source
3 23 (43.40%) Software Engineering
4 22 (41.51%) Scrum
5 21 (39.62%) Analytics
5 21 (39.62%) Coaching
5 21 (39.62%) Continuous Delivery
5 21 (39.62%) ETL
5 21 (39.62%) MapReduce
6 20 (37.74%) Business Intelligence
7 16 (30.19%) DevOps
8 15 (28.30%) Data Analytics
8 15 (28.30%) Data Visualisation
8 15 (28.30%) iOS Development
8 15 (28.30%) Visualisation
9 14 (26.42%) Android Development
10 8 (15.09%) Memory Management
10 8 (15.09%) MVC
11 7 (13.21%) Kanban
11 7 (13.21%) Test Automation
Programming Languages
1 29 (54.72%) Python
2 27 (50.94%) SQL
3 23 (43.40%) Java
3 23 (43.40%) Scala
4 16 (30.19%) C#
5 10 (18.87%) Apple Swift
5 10 (18.87%) JavaScript
5 10 (18.87%) Objective-C
6 6 (11.32%) Kotlin
7 5 (9.43%) Bash Shell
8 2 (3.77%) PHP
9 1 (1.89%) C
9 1 (1.89%) Clojure
9 1 (1.89%) Erlang
9 1 (1.89%) ES6
9 1 (1.89%) Go
9 1 (1.89%) Haskell
9 1 (1.89%) Lua
9 1 (1.89%) Perl
9 1 (1.89%) Ruby
Qualifications
1 1 (1.89%) Computer Science Degree
1 1 (1.89%) Degree
System Software
1 16 (30.19%) Docker
2 1 (1.89%) Active Directory
2 1 (1.89%) Hyper-V
2 1 (1.89%) NFS
2 1 (1.89%) Virtual Machines
2 1 (1.89%) VirtualBox
2 1 (1.89%) VMware Infrastructure
Vendors
1 15 (28.30%) Atlassian
1 15 (28.30%) Tableau
2 14 (26.42%) Google
3 5 (9.43%) Apple
3 5 (9.43%) SAP
4 1 (1.89%) Oracle
4 1 (1.89%) VMware
4 1 (1.89%) Zend