The table below looks at the statistics for Python skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Python
South West / Bristol
Rank 49 52 56
Rank change year-on-year
+3 +4
Permanent jobs citing Python 94 84 78
As % of all permanent IT jobs located in Bristol 5.19% 4.69% 4.05%
As % of the Programming Languages category 9.27% 7.57% 7.50%
Number of salaries quoted 86 75 68
Median salary £47,500 £60,000 £45,000
Median salary % change year-on-year
-20.83% +33.33%
90% offered a salary of more than £33,250 £30,000 £27,850
10% offered a salary of more than £72,500 £70,000 £72,500
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Bristol region.

Programming Languages Category
Bristol
Permanent IT job ads with a match in the
Programming Languages category
1014 1110 1040
As % of all permanent IT jobs located in Bristol 55.99% 62.01% 53.94%
Number of salaries quoted 845 1027 931
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £32,500 £30,000 £27,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Python
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Bristol

Python
Salary Trend in Bristol

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

Python Salary Trend in Bristol

Python
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Python across the Bristol region over the 3 months to 24 February 2017.

Python Salary Histogram in Bristol

Python
Top 30 Related IT Skills in Bristol

For the 6 months to 24 February 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 (58.85%) Java
2 108 (56.25%) Agile Software Development
3 66 (34.38%) Linux
4 61 (31.77%) C#
4 61 (31.77%) Big Data
5 58 (30.21%) Perl
6 54 (28.13%) C++
6 54 (28.13%) .NET
7 51 (26.56%) Software Engineering
8 48 (25.00%) Telecoms
8 48 (25.00%) Continuous Integration
8 48 (25.00%) Bash Shell
9 45 (23.44%) Amazon AWS
9 45 (23.44%) Finance
10 44 (22.92%) Puppet
11 42 (21.88%) AngularJS
11 42 (21.88%) Retail
12 41 (21.35%) Banking
12 41 (21.35%) OO
12 41 (21.35%) Opscode Chef
13 38 (19.79%) TDD
13 38 (19.79%) Scrum
14 37 (19.27%) Degree
14 37 (19.27%) Mentoring
15 36 (18.75%) MySQL
15 36 (18.75%) Windows
16 35 (18.23%) Oracle
16 35 (18.23%) JavaScript
16 35 (18.23%) Ansible
17 34 (17.71%) Enterprise Software

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 30 (15.63%) OpenStack
2 28 (14.58%) JBoss
2 28 (14.58%) WebLogic
2 28 (14.58%) WebSphere
3 26 (13.54%) Apache Spark
4 24 (12.50%) Jetty
4 24 (12.50%) Tomcat
5 22 (11.46%) Elasticsearch
6 21 (10.94%) Apache Solr
7 16 (8.33%) WebSphere Application Server
8 8 (4.17%) CloudStack
9 5 (2.60%) DNN
10 4 (2.08%) Apache
11 2 (1.04%) Apache Pig
12 1 (0.52%) IIS
12 1 (0.52%) WordPress
Applications
1 2 (1.04%) MS Excel
2 1 (0.52%) HipChat
2 1 (0.52%) MS Visio
Business Applications
1 9 (4.69%) SAP Oil and Gas
Cloud Services
1 45 (23.44%) Amazon AWS
2 28 (14.58%) Microsoft Azure
2 28 (14.58%) SaaS
3 6 (3.13%) Cloud Computing
4 4 (2.08%) Amazon S3
5 1 (0.52%) AWS Lambda
5 1 (0.52%) G Suite
5 1 (0.52%) GitHub
Communications & Networking
1 14 (7.29%) Firewall
2 9 (4.69%) Wireless
3 8 (4.17%) Internet
4 7 (3.65%) DNS
4 7 (3.65%) HTTP
5 5 (2.60%) DHCP
5 5 (2.60%) Intrusion Detection
5 5 (2.60%) LAN
5 5 (2.60%) MIMO
5 5 (2.60%) Network Security
5 5 (2.60%) OFDM
5 5 (2.60%) VPN
5 5 (2.60%) WAN
6 4 (2.08%) 802.15
6 4 (2.08%) Bluetooth
6 4 (2.08%) LTE
6 4 (2.08%) NFC
6 4 (2.08%) Wi-Fi
6 4 (2.08%) WLAN
7 3 (1.56%) FTP
Database & Business Intelligence
1 61 (31.77%) Big Data
2 36 (18.75%) MySQL
3 33 (17.19%) MongoDB
4 29 (15.10%) SQL Server
5 28 (14.58%) NoSQL
6 27 (14.06%) Hadoop
7 25 (13.02%) PostgreSQL
8 24 (12.50%) Redis
9 22 (11.46%) Apache Cassandra
10 21 (10.94%) Couchbase
10 21 (10.94%) Riak
11 2 (1.04%) Apache Hive
12 1 (0.52%) Amazon Redshift
12 1 (0.52%) Data Mining
12 1 (0.52%) HBase
12 1 (0.52%) MS Access
12 1 (0.52%) Relational Database
Development Applications
1 33 (17.19%) Git (software)
2 16 (8.33%) Subversion
3 14 (7.29%) Jenkins
4 9 (4.69%) Selenium
5 7 (3.65%) JIRA
5 7 (3.65%) TeamCity
5 7 (3.65%) Visual Studio
6 5 (2.60%) JMeter
6 5 (2.60%) JUnit
7 4 (2.08%) Ant
7 4 (2.08%) Appium
7 4 (2.08%) Calabash
7 4 (2.08%) GCC
7 4 (2.08%) Maven
7 4 (2.08%) SpecFlow
7 4 (2.08%) WebDriver
8 2 (1.04%) Team Foundation Server
8 2 (1.04%) Vagrant
9 1 (0.52%) Cucumber
9 1 (0.52%) Mercurial
General
1 48 (25.00%) Telecoms
2 45 (23.44%) Finance
3 42 (21.88%) Retail
4 41 (21.35%) Banking
5 20 (10.42%) Games
6 16 (8.33%) Electronics
7 11 (5.73%) Manufacturing
8 9 (4.69%) Marketing
9 6 (3.13%) Aerospace
10 2 (1.04%) Advertising
10 2 (1.04%) Automotive
10 2 (1.04%) Back Office
11 1 (0.52%) Front Office
11 1 (0.52%) Legal
Job Titles
1 59 (30.73%) Developer
2 40 (20.83%) Software Engineer
3 25 (13.02%) Architect
3 25 (13.02%) Java Developer
4 22 (11.46%) Senior Developer
5 20 (10.42%) DevOps Engineer
5 20 (10.42%) Software Developer
6 13 (6.77%) Security Engineer
6 13 (6.77%) Technical Architect
7 12 (6.25%) .NET Architect
7 12 (6.25%) .NET Technical Architect
7 12 (6.25%) Java Architect
7 12 (6.25%) Java Software Architect
7 12 (6.25%) Java Technical Architect
8 11 (5.73%) Infrastructure Architect
8 11 (5.73%) Senior Java Developer
9 10 (5.21%) Enterprise Infrastructure Architect
9 10 (5.21%) Enterprise Solutions Architect
9 10 (5.21%) Infrastructure Solutions Architect
9 10 (5.21%) Solutions Architect
Libraries, Frameworks & Software Standards
1 54 (28.13%) .NET
2 42 (21.88%) AngularJS
3 28 (14.58%) React
4 21 (10.94%) Elastic Stack
4 21 (10.94%) HTML
4 21 (10.94%) Lucene
5 16 (8.33%) LAMP
6 14 (7.29%) REST
7 11 (5.73%) Node.js
8 10 (5.21%) HTML5
8 10 (5.21%) Theano
8 10 (5.21%) Unity (Game Engine)
9 9 (4.69%) CSS
10 8 (4.17%) Symfony
10 8 (4.17%) Web Services
11 6 (3.13%) jQuery
12 5 (2.60%) Java EE
12 5 (2.60%) NumPy
12 5 (2.60%) OpenCV
12 5 (2.60%) SOAP
Miscellaneous
1 34 (17.71%) Enterprise Software
2 18 (9.38%) Computer Science
3 13 (6.77%) Analytical Skills
4 7 (3.65%) Algorithms
5 5 (2.60%) 3D Graphics
5 5 (2.60%) Digital TV
6 4 (2.08%) Client/Server
6 4 (2.08%) Field-Programmable Gate Array
6 4 (2.08%) Foreign Exchange (FX)
7 3 (1.56%) Cyberthreat
7 3 (1.56%) Digital Media
7 3 (1.56%) Internet of Things
7 3 (1.56%) Linux Command Line
7 3 (1.56%) MPEG
7 3 (1.56%) Security Operations Centre
8 2 (1.04%) Fintech
8 2 (1.04%) Life Science
8 2 (1.04%) PlayStation
9 1 (0.52%) Robotics
9 1 (0.52%) Wiki
Operating Systems
1 66 (34.38%) Linux
2 36 (18.75%) Windows
3 21 (10.94%) Unix
4 15 (7.81%) Android
4 15 (7.81%) Apple iOS
5 7 (3.65%) Red Hat Enterprise Linux
6 5 (2.60%) CentOS
7 4 (2.08%) Solaris
8 1 (0.52%) Embedded Linux
8 1 (0.52%) Windows Server
8 1 (0.52%) Windows Server 2008
8 1 (0.52%) Windows Server 2012
Processes & Methodologies
1 108 (56.25%) Agile Software Development
2 51 (26.56%) Software Engineering
3 48 (25.00%) Continuous Integration
4 41 (21.35%) OO
5 38 (19.79%) Scrum
5 38 (19.79%) TDD
6 37 (19.27%) Mentoring
7 31 (16.15%) Web Development
8 29 (15.10%) DSDM
8 29 (15.10%) RUP
8 29 (15.10%) Technical Architecture
9 27 (14.06%) Multithreading
10 25 (13.02%) DevOps
11 24 (12.50%) Kanban
12 23 (11.98%) UML
13 22 (11.46%) Coaching
13 22 (11.46%) Concurrent Programming
14 18 (9.38%) Open Source
15 16 (8.33%) Software Delivery
16 15 (7.81%) Mathematics
Programming Languages
1 113 (58.85%) Java
2 61 (31.77%) C#
3 58 (30.21%) Perl
4 54 (28.13%) C++
5 48 (25.00%) Bash Shell
6 35 (18.23%) JavaScript
7 29 (15.10%) Ruby
8 25 (13.02%) PHP
9 24 (12.50%) Go
10 22 (11.46%) C
10 22 (11.46%) SQL
11 13 (6.77%) Scala
11 13 (6.77%) Shell Script
12 6 (3.13%) MATLAB
12 6 (3.13%) PowerShell
13 5 (2.60%) Fortran
14 4 (2.08%) Tcl
14 4 (2.08%) VBA
15 2 (1.04%) Lua
15 2 (1.04%) VB.NET
Qualifications
1 37 (19.27%) Degree
2 19 (9.90%) PhD
3 6 (3.13%) SC Cleared
3 6 (3.13%) Security Cleared
4 5 (2.60%) CCNA
4 5 (2.60%) Cisco Certification
5 3 (1.56%) CEH
5 3 (1.56%) CompTIA Security+
5 3 (1.56%) LPIC
5 3 (1.56%) MCSE
5 3 (1.56%) Microsoft Certification
5 3 (1.56%) Security+ Certification
5 3 (1.56%) Server+ Certification
6 1 (0.52%) DV Cleared
6 1 (0.52%) PMI Certification
6 1 (0.52%) PMP
6 1 (0.52%) Postgraduate
Quality Assurance & Compliance
1 9 (4.69%) QA
2 5 (2.60%) ISO/IEC 27001
3 2 (1.04%) SLA
4 1 (0.52%) GPG13
4 1 (0.52%) MISRA
4 1 (0.52%) MISRA C
System Software
1 10 (5.21%) vSphere
2 8 (4.17%) Xen
2 8 (4.17%) XenServer
3 7 (3.65%) Snort
4 4 (2.08%) Firmware
5 3 (1.56%) Docker
6 1 (0.52%) HDFS
6 1 (0.52%) LXC
Systems Management
1 44 (22.92%) Puppet
2 41 (21.35%) Opscode Chef
3 35 (18.23%) Ansible
4 28 (14.58%) Salt
5 22 (11.46%) Kibana
6 21 (10.94%) logstash
7 12 (6.25%) Cobbler
7 12 (6.25%) Tivoli
8 7 (3.65%) Host Intrusion Detection System
8 7 (3.65%) Terraform
9 5 (2.60%) Network Intrusion Detection System
10 3 (1.56%) Computer Incident Response Team
10 3 (1.56%) HP Quality Center
11 2 (1.04%) Nagios
11 2 (1.04%) RSA Security Analytics
12 1 (0.52%) Grafana
12 1 (0.52%) Graphite
12 1 (0.52%) QRadar
12 1 (0.52%) RSA Archer
Vendors
1 35 (18.23%) Oracle
2 20 (10.42%) Microsoft
3 12 (6.25%) Red Hat
4 9 (4.69%) SAP
5 8 (4.17%) EnterpriseDB
6 6 (3.13%) VMware
7 4 (2.08%) Nokia
8 2 (1.04%) Intel
8 2 (1.04%) Sourcefire
9 1 (0.52%) ArcSight
9 1 (0.52%) Atlassian
9 1 (0.52%) Blue Prism
9 1 (0.52%) Cloudera
9 1 (0.52%) Google
9 1 (0.52%) Hortonworks
9 1 (0.52%) HP
9 1 (0.52%) NetWitness
9 1 (0.52%) Splunk
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