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 28 June 2017 with a comparison to the same period in the previous 2 years.

Python
South West / Bristol
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 35 41 22
Rank change year-on-year +6 -19  
Permanent jobs citing Python 154 89 174
As % of all permanent IT jobs advertised in Bristol 8.31% 5.60% 8.98%
As % of the Programming Languages category 13.13% 9.92% 14.03%
Number of salaries quoted 144 83 124
Median salary £50,000 £50,000 £63,750
Median salary % change year-on-year - -21.56%  
90% offered a salary of more than £21,250 £30,500 £33,750
10% offered a salary of more than £65,250 £71,250 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 1173 897 1240
As % of all permanent IT job vacancies advertised in Bristol 63.27% 56.42% 64.02%
Number of salaries quoted 2298 1845 2457
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £22,500 £27,000 £25,000
10% offered a salary of more than £65,000 £72,500 £63,750
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year +4.93% +1.25%  

Python
Job Vacancy Trend in Bristol

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

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 28 June 2017.

Salary histogram for Python in Bristol

For the 6 months to 28 June 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.

1 127 (49.03%) Java
2 103 (39.77%) Agile Software Development
3 101 (39.00%) C#
4 91 (35.14%) C++
5 90 (34.75%) Degree
6 73 (28.19%) Linux
7 72 (27.80%) Software Engineering
8 65 (25.10%) Finance
9 64 (24.71%) Telecoms
10 63 (24.32%) Computer Science Degree
11 60 (23.17%) JavaScript
11 60 (23.17%) Perl
12 57 (22.01%) .NET
13 56 (21.62%) OO
14 52 (20.08%) HTML
14 52 (20.08%) Continuous Integration
15 51 (19.69%) Windows
16 48 (18.53%) Electronics
16 48 (18.53%) Ruby
17 47 (18.15%) Business Intelligence
18 44 (16.99%) Test Automation
19 43 (16.60%) Manufacturing
19 43 (16.60%) TDD
20 42 (16.22%) Marketing
21 41 (15.83%) SAP
21 41 (15.83%) C
21 41 (15.83%) SQL Server
21 41 (15.83%) Digital Marketing
22 40 (15.44%) Git (software)
22 40 (15.44%) Amazon AWS

Python
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 14 (5.41%) OpenStack
2 12 (4.63%) JBoss
2 12 (4.63%) WebSphere
3 11 (4.25%) WebLogic
4 10 (3.86%) Apache Spark
5 9 (3.47%) Elasticsearch
5 9 (3.47%) WebSphere Application Server
6 7 (2.70%) Apache Solr
6 7 (2.70%) Jetty
6 7 (2.70%) Tomcat
7 6 (2.32%) DNN
8 5 (1.93%) CloudStack
9 3 (1.16%) Apache
9 3 (1.16%) Papyrus
10 2 (0.77%) Drupal
10 2 (0.77%) SAS
11 1 (0.39%) Confluence
11 1 (0.39%) nginx
Applications
1 1 (0.39%) Microsoft Excel
1 1 (0.39%) SPSS
Business Applications
1 40 (15.44%) SAP Oil and Gas
Cloud Services
1 40 (15.44%) Amazon AWS
2 17 (6.56%) Google Cloud Platform
3 9 (3.47%) SaaS
4 8 (3.09%) Microsoft Azure
5 7 (2.70%) Heroku
6 6 (2.32%) Cloud Computing
7 3 (1.16%) Amazon S3
8 2 (0.77%) GitHub
9 1 (0.39%) AWS CloudFormation
9 1 (0.39%) AWS Lambda
9 1 (0.39%) IaaS
9 1 (0.39%) PaaS
Communications & Networking
1 12 (4.63%) Firewall
2 7 (2.70%) DNS
2 7 (2.70%) HTTP
3 5 (1.93%) DHCP
4 4 (1.54%) FTP
4 4 (1.54%) Internet
4 4 (1.54%) Intrusion Detection
4 4 (1.54%) LAN
4 4 (1.54%) Network Security
4 4 (1.54%) TCP/IP
4 4 (1.54%) VPN
4 4 (1.54%) WAN
5 3 (1.16%) Software-Defined Networking
5 3 (1.16%) Wireless
6 2 (0.77%) MIMO
6 2 (0.77%) OFDM
6 2 (0.77%) SSH
6 2 (0.77%) SSL
7 1 (0.39%) 802.15
7 1 (0.39%) Wi-Fi
Database & Business Intelligence
1 41 (15.83%) SQL Server
2 33 (12.74%) Big Data
3 24 (9.27%) MySQL
4 16 (6.18%) MongoDB
5 15 (5.79%) NoSQL
6 13 (5.02%) Data Mining
6 13 (5.02%) PostgreSQL
7 12 (4.63%) Relational Database
8 11 (4.25%) Hadoop
9 10 (3.86%) Apache Cassandra
10 7 (2.70%) Redis
10 7 (2.70%) Riak
11 6 (2.32%) Couchbase
12 4 (1.54%) Apache Hive
13 2 (0.77%) BigQuery
13 2 (0.77%) Impala
13 2 (0.77%) Neo4j
14 1 (0.39%) Amazon Redshift
14 1 (0.39%) Geospatial Data
14 1 (0.39%) GIS
Development Applications
1 40 (15.44%) Git (software)
2 23 (8.88%) Selenium
3 20 (7.72%) Subversion
4 17 (6.56%) WebDriver
5 16 (6.18%) Jenkins
6 15 (5.79%) Appium
6 15 (5.79%) Calabash
6 15 (5.79%) JMeter
6 15 (5.79%) Visual Studio
7 11 (4.25%) GCC
8 10 (3.86%) SpecFlow
9 7 (2.70%) Cucumber
10 6 (2.32%) JUnit
10 6 (2.32%) TeamCity
10 6 (2.32%) Vagrant
11 5 (1.93%) JIRA
12 4 (1.54%) Ant
12 4 (1.54%) Maven
13 3 (1.16%) Buildbot
13 3 (1.16%) Xcode
General
1 65 (25.10%) Finance
2 64 (24.71%) Telecoms
3 48 (18.53%) Electronics
4 43 (16.60%) Manufacturing
5 42 (16.22%) Marketing
6 33 (12.74%) Games
7 12 (4.63%) Retail
8 11 (4.25%) Banking
9 5 (1.93%) Aerospace
10 3 (1.16%) Advertising
10 3 (1.16%) Automotive
11 1 (0.39%) Law
Job Titles
1 78 (30.12%) Developer
2 56 (21.62%) Software Engineer
3 39 (15.06%) Graduate
4 33 (12.74%) Software Developer
5 28 (10.81%) Junior
6 25 (9.65%) Python Developer
7 18 (6.95%) DevOps Engineer
7 18 (6.95%) Tester
8 17 (6.56%) Java Developer
9 16 (6.18%) C# Developer
9 16 (6.18%) C++ Software Engineer
10 15 (5.79%) Automation Tester
10 15 (5.79%) Technical Tester
11 13 (5.02%) Analytics Manager
11 13 (5.02%) C# Software Developer
11 13 (5.02%) Insight Manager
12 12 (4.63%) Graduate Developer
12 12 (4.63%) Graduate Software Developer
12 12 (4.63%) Machine Learning Researcher
13 11 (4.25%) .NET Developer
Libraries, Frameworks & Software Standards
1 57 (22.01%) .NET
2 52 (20.08%) HTML
3 32 (12.36%) CSS
4 30 (11.58%) ASP.NET
5 29 (11.20%) jQuery
6 20 (7.72%) AngularJS
6 20 (7.72%) REST
7 18 (6.95%) Web Services
8 15 (5.79%) Theano
9 14 (5.41%) React
9 14 (5.41%) Unity (Game Engine)
10 12 (4.63%) Flask
11 11 (4.25%) LLVM
12 9 (3.47%) Django
12 9 (3.47%) HTML5
12 9 (3.47%) LAMP
12 9 (3.47%) Natural Language Processing
13 8 (3.09%) Node.js
14 7 (2.70%) Matplotlib
14 7 (2.70%) NumPy
Miscellaneous
1 38 (14.67%) Computer Science
2 25 (9.65%) Algorithms
3 20 (7.72%) Mobile App
4 19 (7.34%) Enterprise Software
5 14 (5.41%) Greenfield Project
6 13 (5.02%) Client/Server
7 10 (3.86%) Analytical Skills
8 8 (3.09%) 3D Graphics
9 6 (2.32%) Data Structures
9 6 (2.32%) Digital Media
10 3 (1.16%) Digital TV
10 3 (1.16%) Life Science
10 3 (1.16%) Linux Command Line
10 3 (1.16%) MPEG
10 3 (1.16%) User Experience
11 2 (0.77%) Cyber Defence
11 2 (0.77%) Cyberthreat
11 2 (0.77%) PlayStation
11 2 (0.77%) Security Operations Centre
12 1 (0.39%) Fintech
Operating Systems
1 73 (28.19%) Linux
2 51 (19.69%) Windows
3 27 (10.42%) Unix
4 6 (2.32%) Apple iOS
5 5 (1.93%) Red Hat Enterprise Linux
5 5 (1.93%) Ubuntu
6 3 (1.16%) Android
6 3 (1.16%) Mac OS X
7 2 (0.77%) CentOS
8 1 (0.39%) Embedded Linux
8 1 (0.39%) Solaris
8 1 (0.39%) Windows Server
Processes & Methodologies
1 103 (39.77%) Agile Software Development
2 72 (27.80%) Software Engineering
3 56 (21.62%) OO
4 52 (20.08%) Continuous Integration
5 47 (18.15%) Business Intelligence
6 44 (16.99%) Test Automation
7 43 (16.60%) TDD
8 41 (15.83%) Digital Marketing
9 40 (15.44%) Programme Management
10 38 (14.67%) DevOps
11 37 (14.29%) OOP
12 34 (13.13%) Open Source
13 32 (12.36%) Machine Learning
14 30 (11.58%) Scrum
15 29 (11.20%) Mentoring
16 24 (9.27%) E-Commerce
17 22 (8.49%) Analytics
18 21 (8.11%) SDLC
18 21 (8.11%) Visualisation
19 19 (7.34%) Continuous Delivery
Programming Languages
1 127 (49.03%) Java
2 101 (39.00%) C#
3 91 (35.14%) C++
4 60 (23.17%) JavaScript
4 60 (23.17%) Perl
5 48 (18.53%) Ruby
6 41 (15.83%) C
7 37 (14.29%) SQL
8 24 (9.27%) Scala
9 23 (8.88%) Bash Shell
9 23 (8.88%) Shell Script
10 18 (6.95%) PHP
11 16 (6.18%) R
12 13 (5.02%) Go
13 10 (3.86%) PowerShell
14 8 (3.09%) Fortran
14 8 (3.09%) MATLAB
15 7 (2.70%) VBA
16 6 (2.32%) VB.NET
17 3 (1.16%) Objective-C
Qualifications
1 90 (34.75%) Degree
2 63 (24.32%) Computer Science Degree
3 33 (12.74%) PhD
4 14 (5.41%) SC Cleared
4 14 (5.41%) Security Cleared
5 4 (1.54%) CCNA
5 4 (1.54%) Cisco Certification
6 3 (1.16%) ISEB
6 3 (1.16%) ISTQB Foundation Certification
6 3 (1.16%) Postgraduate
7 2 (0.77%) CEH
7 2 (0.77%) CompTIA Security+
7 2 (0.77%) LPIC
7 2 (0.77%) MCSE
7 2 (0.77%) Microsoft Certification
7 2 (0.77%) Security+ Certification
7 2 (0.77%) Server+ Certification
Quality Assurance & Compliance
1 18 (6.95%) QA
2 4 (1.54%) ISO/IEC 27001
3 2 (0.77%) Data Quality
3 2 (0.77%) GPG13
4 1 (0.39%) GCP
4 1 (0.39%) MISRA
4 1 (0.39%) MISRA C
System Software
1 11 (4.25%) vSphere
2 10 (3.86%) Docker
3 6 (2.32%) Snort
4 5 (1.93%) Xen
4 5 (1.93%) XenServer
5 2 (0.77%) VMware Infrastructure
6 1 (0.39%) etcd
6 1 (0.39%) Firmware
6 1 (0.39%) flannel
6 1 (0.39%) HDFS
6 1 (0.39%) RHEV
Systems Management
1 28 (10.81%) Ansible
1 28 (10.81%) Puppet
2 24 (9.27%) Opscode Chef
3 10 (3.86%) Salt
4 7 (2.70%) Cobbler
5 6 (2.32%) Host Intrusion Detection System
5 6 (2.32%) Kibana
5 6 (2.32%) logstash
5 6 (2.32%) Terraform
5 6 (2.32%) Tivoli
6 4 (1.54%) Network Intrusion Detection System
7 2 (0.77%) ArcSight ESM
7 2 (0.77%) Computer Incident Response Team
7 2 (0.77%) HP Quality Center
7 2 (0.77%) Nagios
7 2 (0.77%) Nessus
7 2 (0.77%) RSA Archer
7 2 (0.77%) RSA enVision
7 2 (0.77%) RSA Security Analytics
7 2 (0.77%) Symantec Endpoint Protection
Vendors
1 41 (15.83%) SAP
2 40 (15.44%) Oracle
3 36 (13.90%) Microsoft
4 19 (7.34%) Google
5 8 (3.09%) VMware
6 7 (2.70%) Red Hat
6 7 (2.70%) Tableau
7 5 (1.93%) EnterpriseDB
8 4 (1.54%) Sourcefire
9 3 (1.16%) Nokia
10 2 (0.77%) ArcSight
10 2 (0.77%) Cisco
10 2 (0.77%) LogLogic
10 2 (0.77%) McAfee
10 2 (0.77%) NetScout
10 2 (0.77%) NetWitness
10 2 (0.77%) Palo Alto
10 2 (0.77%) Symantec
10 2 (0.77%) Trend Micro
10 2 (0.77%) Yahoo!
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £50000 - £75000 per annum, Benefits Flexible environment + Benefits
Posted: 18 hours ago
Bristol, Somerset
Gold
Posted: 6 hours ago
Bristol, Somerset
Opus Recruitment Solutions Ltd
Posted: 20 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £60000 per annum + bonus + bens
Posted: 9 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £41000 - £66000 per annum + bonus + bens
Posted: 9 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £25000 - £40000 per annum + Excellent Benefits
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £65000 per annum + excellent benefits
Posted: Yesterday
Bristol, Avon
ISL
Salary: £45000 - £57000 per annum
Posted: Yesterday
Bristol, Avon
Searchability
Salary: £40000 - £50000 per annum
Posted: Yesterday
Bristol, Avon
Sanderson
Salary: £24000 - £30000 per annum + Benefits
Posted: Yesterday
Bristol
FRG Technology Consulting
Salary: £30000 - £31000 per annum + Holiday, Pension, Healthcare
Posted: 2 days ago
Bristol, Avon
Searchability
Salary: £25000 - £42000 per annum
Posted: Yesterday
Bristol, Avon
ISL
Salary: £40000 - £75000 per annum
Posted: 2 days ago
Bristol, Avon
ECM Selection
Salary: £Excellent + benefits + options
Posted: 2 days ago
Bristol, Avon
Randstad Technologies
Salary: £65000.00 per annum
Posted: 16 hours ago
Bristol
Searchability
Salary: £40000 - £60000 per annum
Posted: 7 days ago
Bristol, Avon
Client Server
Salary: £50k to £65k + benefits
Posted: 6 days ago
Bristol, Avon
People Source Consulting
Salary: £40000 - £70000 per annum + Benefits
Posted: Yesterday
Bristol, Avon
Client Server
Salary: £70k to £95k + bonus + benefits
Posted: 6 days ago
Bristol
Computer Futures
Salary: £40000 - £50000 per annum + competitive
Posted: 7 days ago
Bristol, Avon
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 6 days ago
Bristol, Avon
ReThink Recruitment
Salary: £45000.00 - £65000.00 per annum + Benefits
Posted: 2 days ago
Bristol, Avon
Sanderson
Salary: £40000 - £55000 per annum
Posted: 5 days ago
Bristol, Avon
Randstad Technologies
Salary: £65000.00 per annum
Posted: 6 days ago
Bristol
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 26 days ago
Bristol, Avon
Sogeti
Salary: Competitive salary + benefits
Posted: 14 days ago
Whitehall, Bristol
Cabinet Office
Posted: 8 days ago
Bristol, Avon
Bristol DT
Salary: £35000 - £40000 per annum + benefits
Posted: 21 days ago
Bristol
Client Server
Salary: £60000 - £70000 per annum + bonus + benefits
Posted: 21 days ago
Bristol
Client Server
Salary: £50k to £65k + benefits
Posted: 22 days ago