The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Python
South West / Bristol
Rank 43 50 37
Rank change year-on-year +7 -13  
Permanent jobs citing Python 106 96 108
As % of all permanent IT jobs advertised in Bristol 5.77% 5.18% 5.63%
As % of the Programming Languages category 9.80% 8.94% 10.26%
Number of salaries quoted 95 85 82
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £34,000 £27,500 £28,000
10% offered a salary of more than £72,500 £70,000 £72,500
UK excluding London median salary £45,000 £45,000 £45,000

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for programming language skills.

Programming Language Skills
Bristol
Permanent job vacancies with a requirement for programming language skills 1082 1074 1053
As % of all permanent IT job vacancies advertised in Bristol 58.87% 57.99% 54.90%
Number of salaries quoted 924 987 943
Median salary £42,500 £40,500 £39,000
Median salary % change year-on-year +4.93% +3.84%  
90% offered a salary of more than £31,000 £29,000 £27,500
10% offered a salary of more than £60,000 £57,500 £62,500
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Python
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Bristol

Python
Salary Trend in Bristol

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

Salary trend for Python in Bristol

Python
Salary Histogram in Bristol

The salary distribution of IT jobs citing Python in Bristol over the 3 months to 25 March 2017.

Salary histogram for Python in Bristol

Python
Top 30 Related IT Skills in Bristol

For the 6 months to 25 March 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for Python.

1 113 (59.16%) Java
2 100 (52.36%) Agile Software Development
3 70 (36.65%) C#
4 64 (33.51%) Linux
5 61 (31.94%) C++
6 56 (29.32%) Perl
6 56 (29.32%) Big Data
7 55 (28.80%) Software Engineering
8 50 (26.18%) Continuous Integration
9 47 (24.61%) Telecoms
10 46 (24.08%) .NET
11 42 (21.99%) TDD
12 41 (21.47%) Finance
12 41 (21.47%) Amazon AWS
13 40 (20.94%) Windows
13 40 (20.94%) OO
14 39 (20.42%) Bash Shell
14 39 (20.42%) Puppet
15 38 (19.90%) Mentoring
16 36 (18.85%) Opscode Chef
16 36 (18.85%) AngularJS
16 36 (18.85%) Degree
17 35 (18.32%) Banking
17 35 (18.32%) MySQL
18 33 (17.28%) Retail
18 33 (17.28%) Git (software)
18 33 (17.28%) Ansible
19 32 (16.75%) JavaScript
20 31 (16.23%) C
20 31 (16.23%) Scrum

Python
Top Related 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 24 (12.57%) OpenStack
2 23 (12.04%) Apache Spark
2 23 (12.04%) JBoss
2 23 (12.04%) WebLogic
2 23 (12.04%) WebSphere
3 22 (11.52%) Jetty
3 22 (11.52%) Tomcat
4 20 (10.47%) Elasticsearch
5 19 (9.95%) Apache Solr
6 11 (5.76%) WebSphere Application Server
7 6 (3.14%) DNN
8 5 (2.62%) Apache
9 4 (2.09%) CloudStack
10 2 (1.05%) Apache Pig
11 1 (0.52%) nginx
11 1 (0.52%) WordPress
Applications
1 3 (1.57%) MS Excel
2 1 (0.52%) MS Visio
Business Applications
1 9 (4.71%) SAP Oil and Gas
Cloud Services
1 41 (21.47%) Amazon AWS
2 24 (12.57%) Microsoft Azure
3 22 (11.52%) SaaS
4 6 (3.14%) Cloud Computing
5 4 (2.09%) Amazon S3
5 4 (2.09%) Heroku
6 3 (1.57%) Google Cloud Platform
7 1 (0.52%) AWS Lambda
7 1 (0.52%) GitHub
Communications & Networking
1 11 (5.76%) Firewall
2 9 (4.71%) Wireless
3 8 (4.19%) HTTP
4 7 (3.66%) DNS
5 6 (3.14%) Internet
6 5 (2.62%) DHCP
6 5 (2.62%) Intrusion Detection
6 5 (2.62%) LAN
6 5 (2.62%) MIMO
6 5 (2.62%) Network Security
6 5 (2.62%) OFDM
6 5 (2.62%) VPN
6 5 (2.62%) WAN
7 4 (2.09%) 802.15
7 4 (2.09%) Bluetooth
7 4 (2.09%) LTE
7 4 (2.09%) NFC
7 4 (2.09%) TCP/IP
7 4 (2.09%) Wi-Fi
7 4 (2.09%) WLAN
Database & Business Intelligence
1 56 (29.32%) Big Data
2 35 (18.32%) MySQL
3 31 (16.23%) MongoDB
4 30 (15.71%) SQL Server
5 28 (14.66%) NoSQL
6 25 (13.09%) Hadoop
7 23 (12.04%) PostgreSQL
8 22 (11.52%) Redis
9 20 (10.47%) Apache Cassandra
10 19 (9.95%) Couchbase
10 19 (9.95%) Riak
11 2 (1.05%) Apache Hive
11 2 (1.05%) Relational Database
12 1 (0.52%) Data Mining
12 1 (0.52%) HBase
12 1 (0.52%) MS Access
Development Applications
1 33 (17.28%) Git (software)
2 15 (7.85%) Selenium
2 15 (7.85%) Subversion
3 11 (5.76%) Jenkins
4 10 (5.24%) Visual Studio
5 9 (4.71%) WebDriver
6 8 (4.19%) JMeter
7 7 (3.66%) GCC
7 7 (3.66%) SpecFlow
8 6 (3.14%) Appium
8 6 (3.14%) Calabash
8 6 (3.14%) JIRA
8 6 (3.14%) Vagrant
9 5 (2.62%) JUnit
10 4 (2.09%) Ant
10 4 (2.09%) Cucumber
10 4 (2.09%) Maven
10 4 (2.09%) TeamCity
11 2 (1.05%) Mercurial
12 1 (0.52%) WatiN
General
1 47 (24.61%) Telecoms
2 41 (21.47%) Finance
3 35 (18.32%) Banking
4 33 (17.28%) Retail
5 27 (14.14%) Games
6 18 (9.42%) Electronics
7 12 (6.28%) Manufacturing
8 9 (4.71%) Marketing
9 6 (3.14%) Aerospace
10 3 (1.57%) Automotive
11 2 (1.05%) Back Office
12 1 (0.52%) Advertising
12 1 (0.52%) Front Office
Job Titles
1 62 (32.46%) Developer
2 44 (23.04%) Software Engineer
3 23 (12.04%) Java Developer
4 22 (11.52%) Software Developer
5 20 (10.47%) Architect
6 19 (9.95%) Senior Developer
7 13 (6.81%) C# Developer
7 13 (6.81%) DevOps Engineer
8 11 (5.76%) Python Developer
8 11 (5.76%) Technical Architect
9 10 (5.24%) Graduate
9 10 (5.24%) Test Automation Engineer
9 10 (5.24%) Test Engineer
9 10 (5.24%) Tester
10 9 (4.71%) .NET Architect
10 9 (4.71%) .NET Technical Architect
10 9 (4.71%) Java Architect
10 9 (4.71%) Java Software Architect
10 9 (4.71%) Java Technical Architect
10 9 (4.71%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 46 (24.08%) .NET
2 36 (18.85%) AngularJS
3 25 (13.09%) React
4 22 (11.52%) HTML
5 19 (9.95%) Elastic Stack
5 19 (9.95%) Lucene
6 16 (8.38%) REST
7 14 (7.33%) Theano
7 14 (7.33%) Unity (Game Engine)
8 13 (6.81%) LAMP
9 12 (6.28%) Web Services
10 9 (4.71%) HTML5
11 8 (4.19%) Symfony
12 7 (3.66%) LLVM
12 7 (3.66%) Node.js
13 6 (3.14%) CSS
13 6 (3.14%) OpenCV
13 6 (3.14%) WCF
14 5 (2.62%) ASP.NET
14 5 (2.62%) NumPy
Miscellaneous
1 29 (15.18%) Enterprise Software
2 15 (7.85%) Computer Science
3 8 (4.19%) 3D Graphics
3 8 (4.19%) Algorithms
4 7 (3.66%) Analytical Skills
5 6 (3.14%) Client/Server
6 4 (2.09%) Digital Media
6 4 (2.09%) Digital TV
6 4 (2.09%) Field-Programmable Gate Array
6 4 (2.09%) Foreign Exchange (FX)
6 4 (2.09%) MPEG
7 3 (1.57%) Cyberthreat
7 3 (1.57%) Life Science
7 3 (1.57%) Linux Command Line
7 3 (1.57%) PlayStation
7 3 (1.57%) Security Operations Centre
8 2 (1.05%) Fintech
8 2 (1.05%) Internet of Things
9 1 (0.52%) 3D Printing
9 1 (0.52%) User Experience
Operating Systems
1 64 (33.51%) Linux
2 40 (20.94%) Windows
3 18 (9.42%) Unix
4 14 (7.33%) Android
4 14 (7.33%) Apple iOS
5 4 (2.09%) CentOS
5 4 (2.09%) Red Hat Enterprise Linux
5 4 (2.09%) Solaris
6 1 (0.52%) Embedded Linux
6 1 (0.52%) Mac OS X
6 1 (0.52%) Windows Server
Processes & Methodologies
1 100 (52.36%) Agile Software Development
2 55 (28.80%) Software Engineering
3 50 (26.18%) Continuous Integration
4 42 (21.99%) TDD
5 40 (20.94%) OO
6 38 (19.90%) Mentoring
7 31 (16.23%) Scrum
8 27 (14.14%) Web Development
9 25 (13.09%) Multithreading
10 24 (12.57%) Open Source
11 23 (12.04%) DSDM
11 23 (12.04%) RUP
12 22 (11.52%) Technical Architecture
13 21 (10.99%) Coaching
13 21 (10.99%) Concurrent Programming
13 21 (10.99%) UML
14 20 (10.47%) DevOps
14 20 (10.47%) Kanban
15 17 (8.90%) Test Automation
16 15 (7.85%) Machine Learning
Programming Languages
1 113 (59.16%) Java
2 70 (36.65%) C#
3 61 (31.94%) C++
4 56 (29.32%) Perl
5 39 (20.42%) Bash Shell
6 32 (16.75%) JavaScript
7 31 (16.23%) C
8 26 (13.61%) Ruby
9 23 (12.04%) Go
9 23 (12.04%) PHP
10 19 (9.95%) SQL
11 16 (8.38%) Scala
12 9 (4.71%) Shell Script
13 8 (4.19%) Fortran
14 7 (3.66%) VBA
15 6 (3.14%) MATLAB
15 6 (3.14%) PowerShell
15 6 (3.14%) VB.NET
16 4 (2.09%) Tcl
17 2 (1.05%) Lua
Qualifications
1 36 (18.85%) Degree
2 24 (12.57%) PhD
3 8 (4.19%) SC Cleared
3 8 (4.19%) Security Cleared
4 5 (2.62%) CCNA
4 5 (2.62%) Cisco Certification
5 4 (2.09%) CEH
6 3 (1.57%) CompTIA Security+
6 3 (1.57%) LPIC
6 3 (1.57%) MCSE
6 3 (1.57%) Microsoft Certification
6 3 (1.57%) Security+ Certification
6 3 (1.57%) Server+ Certification
7 2 (1.05%) ISEB
7 2 (1.05%) ISTQB Foundation Certification
7 2 (1.05%) Postgraduate
8 1 (0.52%) DV Cleared
8 1 (0.52%) PMI Certification
8 1 (0.52%) PMP
Quality Assurance & Compliance
1 14 (7.33%) QA
2 5 (2.62%) ISO/IEC 27001
3 1 (0.52%) GPG13
3 1 (0.52%) MISRA
3 1 (0.52%) MISRA C
3 1 (0.52%) SLA
System Software
1 10 (5.24%) vSphere
2 7 (3.66%) Snort
3 4 (2.09%) Firmware
3 4 (2.09%) Xen
3 4 (2.09%) XenServer
4 3 (1.57%) Docker
5 1 (0.52%) HDFS
5 1 (0.52%) LXC
5 1 (0.52%) VMware Infrastructure
Systems Management
1 39 (20.42%) Puppet
2 36 (18.85%) Opscode Chef
3 33 (17.28%) Ansible
4 23 (12.04%) Salt
5 19 (9.95%) Kibana
5 19 (9.95%) logstash
6 7 (3.66%) Host Intrusion Detection System
7 6 (3.14%) Cobbler
7 6 (3.14%) Tivoli
8 5 (2.62%) Network Intrusion Detection System
9 4 (2.09%) HP Quality Center
9 4 (2.09%) Terraform
10 3 (1.57%) Computer Incident Response Team
11 2 (1.05%) Nagios
11 2 (1.05%) RSA Security Analytics
12 1 (0.52%) RSA Archer
Vendors
1 30 (15.71%) Oracle
2 16 (8.38%) Microsoft
3 10 (5.24%) VMware
4 9 (4.71%) SAP
5 8 (4.19%) Red Hat
6 4 (2.09%) EnterpriseDB
6 4 (2.09%) Google
6 4 (2.09%) Nokia
7 2 (1.05%) Sourcefire
8 1 (0.52%) Blue Prism
8 1 (0.52%) Cloudera
8 1 (0.52%) Hortonworks
8 1 (0.52%) HP
8 1 (0.52%) Intel
8 1 (0.52%) NetWitness
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