The table below looks at the statistics for Python skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Python
Rank 78 106 128
Rank change year-on-year
+28 +22
Permanent jobs citing Python 111 85 63
As % of all permanent IT jobs located in Manchester 3.17% 2.53% 1.58%
As % of the Programming Languages category 5.61% 4.82% 2.86%
Number of salaries quoted 93 73 59
Median salary £45,000 £37,500 £37,500
Median salary % change year-on-year
+20.00% -
90% offered a salary of more than £29,200 £26,500 £32,500
10% offered a salary of more than £64,000 £50,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
Python
North West

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

Programming Languages Category
Manchester
Permanent IT job ads with a match in the
Programming Languages category
1978 1765 2203
As % of all permanent IT jobs located in Manchester 56.51% 52.50% 55.41%
Number of salaries quoted 1729 1543 1880
Median salary £41,000 £40,000 £37,500
Median salary % change year-on-year
+2.50% +6.66%
90% offered a salary of more than £27,500 £26,500 £24,000
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

Python
Jobs Demand Trend in Manchester

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

Python Jobs Demand Trend in Manchester

Python
Salary Trend in Manchester

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

Python Salary Trend in Manchester

Python
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Python across the Manchester region over the 3 months to 30 June 2016.

Python Salary Histogram in Manchester

Python
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Manchester region over the 3 months to 30 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oldham +1 8 £40,000 -11.11%
Rochdale - 5 £60,000 -
Stockport +7 1 £47,500 +58.33% 3
Altrincham - 1 £55,000 -
Cheadle - 1 - -
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 30 June 2016, 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 Manchester region with a requirement for Python.

1 134 (61.19%) Agile Software Development
2 96 (43.84%) Linux
3 91 (41.55%) Ruby
4 87 (39.73%) Java
5 69 (31.51%) DevOps
6 67 (30.59%) Puppet
6 67 (30.59%) SQL
7 66 (30.14%) Scrum
8 63 (28.77%) PHP
9 62 (28.31%) JavaScript
10 59 (26.94%) Bash Shell
11 53 (24.20%) Opscode Chef
12 52 (23.74%) MySQL
12 52 (23.74%) Configuration Management
13 50 (22.83%) Shell Script
14 49 (22.37%) Unix
15 46 (21.00%) .NET
16 45 (20.55%) Continuous Integration
17 44 (20.09%) C++
18 42 (19.18%) Perl
19 38 (17.35%) HTML
19 38 (17.35%) TDD
19 38 (17.35%) Degree
20 37 (16.89%) CSS
21 36 (16.44%) Computer Science
21 36 (16.44%) Cobbler
22 34 (15.53%) Open Source
23 33 (15.07%) Software Engineering
24 32 (14.61%) Oracle
24 32 (14.61%) Git (software)

Python
Top Related IT Skills in Manchester 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 31 (14.16%) OpenStack
2 26 (11.87%) WebSphere
3 24 (10.96%) JBoss
4 23 (10.50%) CloudStack
4 23 (10.50%) WebLogic
5 22 (10.05%) nginx
6 17 (7.76%) Tomcat
7 11 (5.02%) Apache
8 10 (4.57%) Elasticsearch
9 9 (4.11%) Apache Spark
10 6 (2.74%) Apache Solr
10 6 (2.74%) Confluence
11 3 (1.37%) Commerce Server
11 3 (1.37%) WebSphere Application Server
12 2 (0.91%) Apache Pig
12 2 (0.91%) Skype for Business
13 1 (0.46%) ArcGIS
13 1 (0.46%) SAS
Applications
1 5 (2.28%) Adobe Illustrator
1 5 (2.28%) Photoshop
2 4 (1.83%) Maya
3 3 (1.37%) HipChat
4 2 (0.91%) MS Excel
5 1 (0.46%) AutoCAD
Business Applications
1 3 (1.37%) SAP Oil and Gas
2 2 (0.91%) Dynamics NAV
Cloud Services
1 31 (14.16%) Amazon AWS
2 14 (6.39%) Amazon EC2
3 13 (5.94%) Amazon ElastiCache
4 10 (4.57%) GitHub
5 7 (3.20%) Cloud Computing
6 6 (2.74%) Microsoft Azure
7 5 (2.28%) Amazon ELB
7 5 (2.28%) Amazon S3
7 5 (2.28%) AWS CloudFormation
7 5 (2.28%) CloudFront
7 5 (2.28%) PaaS
8 1 (0.46%) SaaS
8 1 (0.46%) TestFlight
Communications & Networking
1 30 (13.70%) Firewall
2 11 (5.02%) SSL
3 9 (4.11%) HTTP
3 9 (4.11%) Internet
4 8 (3.65%) DNS
5 6 (2.74%) Ethernet
5 6 (2.74%) SNMP
6 5 (2.28%) BGP
6 5 (2.28%) Broadband
6 5 (2.28%) IPv6
6 5 (2.28%) Junos
6 5 (2.28%) LLU
6 5 (2.28%) MRTG
6 5 (2.28%) OSPF
6 5 (2.28%) TACACS
6 5 (2.28%) VLAN
6 5 (2.28%) VoIP
6 5 (2.28%) VPN
6 5 (2.28%) VRRP
6 5 (2.28%) Wi-Fi
Database & Business Intelligence
1 52 (23.74%) MySQL
2 31 (14.16%) NoSQL
3 22 (10.05%) PostgreSQL
4 21 (9.59%) Big Data
5 17 (7.76%) Data Warehouse
6 16 (7.31%) Redis
6 16 (7.31%) Relational Database
7 15 (6.85%) Data Mining
8 12 (5.48%) Hadoop
9 10 (4.57%) MongoDB
10 8 (3.65%) SQL Server
11 6 (2.74%) Amazon RDS
12 5 (2.28%) SQL Server Integration Services
13 4 (1.83%) Amazon Redshift
13 4 (1.83%) Apache Hive
13 4 (1.83%) RDBMS
14 3 (1.37%) DataStage
14 3 (1.37%) DB2
14 3 (1.37%) LogicBlox
14 3 (1.37%) Text Mining
Development Applications
1 32 (14.61%) Git (software)
2 24 (10.96%) Jenkins
3 13 (5.94%) Atlassian Bamboo
3 13 (5.94%) JIRA
4 11 (5.02%) Maven
5 8 (3.65%) JUnit
6 7 (3.20%) Ranorex
6 7 (3.20%) Selenium
6 7 (3.20%) SoapUI
7 5 (2.28%) gulp
7 5 (2.28%) Vagrant
8 4 (1.83%) Ant
8 4 (1.83%) Gradle
8 4 (1.83%) Mercurial
8 4 (1.83%) Subversion
9 3 (1.37%) GitLab
9 3 (1.37%) Talend Open Studio
9 3 (1.37%) Travis CI
10 2 (0.91%) Appium
10 2 (0.91%) TeamCity
General
1 22 (10.05%) Games
2 10 (4.57%) Retail
3 9 (4.11%) Finance
3 9 (4.11%) Telecoms
4 7 (3.20%) Marketing
5 6 (2.74%) Publishing
6 5 (2.28%) Advertising
6 5 (2.28%) iGaming
6 5 (2.28%) Law
7 3 (1.37%) Banking
7 3 (1.37%) Electronics
7 3 (1.37%) Manufacturing
Job Titles
1 92 (42.01%) Developer
2 53 (24.20%) DevOps Engineer
3 33 (15.07%) Java Developer
4 24 (10.96%) Python Developer
5 23 (10.50%) Senior Developer
6 15 (6.85%) Lead Developer
7 14 (6.39%) Data Scientist
8 13 (5.94%) PHP Developer
8 13 (5.94%) Software Developer
9 12 (5.48%) Senior Java Developer
10 11 (5.02%) Consultant
10 11 (5.02%) Linux Engineer
11 9 (4.11%) .NET Developer
11 9 (4.11%) Machine Learning Engineer
12 8 (3.65%) MATLAB Engineer
12 8 (3.65%) Team Leader
12 8 (3.65%) Test Consultant
13 7 (3.20%) Lead .NET Developer
13 7 (3.20%) Test Automation Consultant
14 6 (2.74%) Software Engineer
Libraries, Frameworks & Software Standards
1 46 (21.00%) .NET
2 38 (17.35%) HTML
3 37 (16.89%) CSS
4 24 (10.96%) Node.js
5 21 (9.59%) HTML5
6 20 (9.13%) jQuery
6 20 (9.13%) RESTful
7 19 (8.68%) JSON
7 19 (8.68%) REST
8 18 (8.22%) Web Services
9 16 (7.31%) AngularJS
9 16 (7.31%) CSS3
9 16 (7.31%) Django
10 14 (6.39%) J2EE
10 14 (6.39%) Spring
11 13 (5.94%) Ajax
11 13 (5.94%) SOAP
12 12 (5.48%) Ruby on Rails
13 11 (5.02%) JMS
14 10 (4.57%) Servlets
Miscellaneous
1 36 (16.44%) Computer Science
2 22 (10.05%) Algorithms
3 14 (6.39%) Enterprise Software
4 13 (5.94%) Statistics
5 11 (5.02%) Analytical Skills
6 8 (3.65%) CUDA
6 8 (3.65%) Data Centre
7 7 (3.20%) Mathematics
8 4 (1.83%) Augmented Reality
8 4 (1.83%) Foreign Exchange (FX)
8 4 (1.83%) Neural Network
8 4 (1.83%) Social Media
8 4 (1.83%) Visualisation
9 3 (1.37%) Blog
9 3 (1.37%) Data Structures
9 3 (1.37%) Enterprise Storage
9 3 (1.37%) Mobile App
9 3 (1.37%) Physics
10 2 (0.91%) Hybrid Cloud
10 2 (0.91%) Wiki
Operating Systems
1 96 (43.84%) Linux
2 49 (22.37%) Unix
3 27 (12.33%) Windows
4 13 (5.94%) CentOS
5 8 (3.65%) Red Hat Enterprise Linux
6 5 (2.28%) Apple iOS
6 5 (2.28%) CoreOS
7 4 (1.83%) Android
8 2 (0.91%) Ubuntu
9 1 (0.46%) Solaris
9 1 (0.46%) SUSE
Processes & Methodologies
1 134 (61.19%) Agile Software Development
2 69 (31.51%) DevOps
3 66 (30.14%) Scrum
4 52 (23.74%) Configuration Management
5 45 (20.55%) Continuous Integration
6 38 (17.35%) TDD
7 34 (15.53%) Open Source
8 33 (15.07%) Software Engineering
9 27 (12.33%) Machine Learning
10 26 (11.87%) Unit Testing
11 25 (11.42%) Analytics
12 24 (10.96%) DSDM
12 24 (10.96%) OWASP
12 24 (10.96%) RUP
12 24 (10.96%) Web Development
13 23 (10.50%) ITIL
14 21 (9.59%) E-Commerce
15 18 (8.22%) OO
16 16 (7.31%) Data Analysis
17 14 (6.39%) OOP
Programming Languages
1 91 (41.55%) Ruby
2 87 (39.73%) Java
3 67 (30.59%) SQL
4 63 (28.77%) PHP
5 62 (28.31%) JavaScript
6 59 (26.94%) Bash Shell
7 50 (22.83%) Shell Script
8 44 (20.09%) C++
9 42 (19.18%) Perl
10 29 (13.24%) C
11 23 (10.50%) C#
11 23 (10.50%) Scala
12 17 (7.76%) R
13 12 (5.48%) MATLAB
14 10 (4.57%) Go
15 7 (3.20%) Groovy
16 5 (2.28%) TypeScript
17 4 (1.83%) PowerShell
17 4 (1.83%) T-SQL
18 3 (1.37%) PL/SQL
Qualifications
1 38 (17.35%) Degree
2 19 (8.68%) PhD
3 3 (1.37%) RHCE
4 2 (0.91%) CCNP
4 2 (0.91%) Cisco Certification
4 2 (0.91%) JNCIP
4 2 (0.91%) RHCT
5 1 (0.46%) ISEB
5 1 (0.46%) ISTQB
5 1 (0.46%) ISTQB Foundation Certification
5 1 (0.46%) PMI Certification
5 1 (0.46%) Postgraduate
5 1 (0.46%) RHCSA
Quality Assurance & Compliance
1 15 (6.85%) QA
2 6 (2.74%) PCI DSS
System Software
1 25 (11.42%) vSphere
1 25 (11.42%) XenServer
2 23 (10.50%) Xen
3 7 (3.20%) Active Directory
3 7 (3.20%) Docker
4 6 (2.74%) Ceph
5 2 (0.91%) HDFS
5 2 (0.91%) Microsoft App-V
5 2 (0.91%) Squid
5 2 (0.91%) VMware Infrastructure
5 2 (0.91%) XenApp
5 2 (0.91%) XenDesktop
6 1 (0.46%) iptables
Systems Management
1 67 (30.59%) Puppet
2 53 (24.20%) Opscode Chef
3 36 (16.44%) Cobbler
4 24 (10.96%) Tivoli
5 8 (3.65%) Ansible
6 7 (3.20%) SCCM
7 6 (2.74%) Cacti
7 6 (2.74%) Kubernetes
7 6 (2.74%) Nagios
8 5 (2.28%) OpenNMS
8 5 (2.28%) RANCID
8 5 (2.28%) SCOM
9 4 (1.83%) Packer
10 3 (1.37%) CFEngine
11 2 (0.91%) Red Hat Spacewalk
11 2 (0.91%) yum
12 1 (0.46%) HAProxy
12 1 (0.46%) Mesos
12 1 (0.46%) SmokePing
12 1 (0.46%) Zenoss
Vendors
1 32 (14.61%) Oracle
2 27 (12.33%) Microsoft
3 23 (10.50%) EnterpriseDB
4 11 (5.02%) VMware
5 7 (3.20%) Cisco
5 7 (3.20%) SaltStack
6 6 (2.74%) New Relic
6 6 (2.74%) Red Hat
7 5 (2.28%) Adobe
7 5 (2.28%) Atlassian
7 5 (2.28%) Brocade
7 5 (2.28%) Ericsson
7 5 (2.28%) Foundry
7 5 (2.28%) Huawei
7 5 (2.28%) Juniper
7 5 (2.28%) ZyXEL
8 4 (1.83%) SAP
9 3 (1.37%) Google
9 3 (1.37%) IBM
9 3 (1.37%) Informatica
Manchester, Lancashire
Raytheon
Posted: 2 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 3 hours ago
Manchester, Lancashire
McGregor Boyall
Salary: £38000.00 - £45000 per annum
Posted: 3 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 2 days ago
Salford, Lancashire
Raytheon
Posted: 2 days ago
Salford, Lancashire
Raytheon
Posted: 2 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 2 days ago
Manchester, Lancashire
Parallel Consulting
Salary: £20000 - £35000 per annum
Posted: 2 days ago
Salford, Lancashire
Raytheon
Posted: 2 days ago
Manchester, Lancashire
Calibre Search Ltd
Salary: £40000 - £55000 per annum
Posted: 3 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £30,000 to £55,000 per annum plus benefits
Posted: 3 days ago
Manchester, Lancashire
Church International Ltd.
Salary: Associated Benefits
Posted: Yesterday
Manchester
TDA Group
Salary: £45000 - £50000 per annum + Bonus +OT +28 days holiday
Posted: Yesterday
Manchester, Lancashire
Search Consultancy
Salary: £22000 - £30000 per annum
Posted: 6 days ago
Manchester, Lancashire
Energon People
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 3 days ago
Manchester, Lancashire
Energon People
Salary: £50000 - £120000 per annum + Bonus + Benefits
Posted: 6 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £32000 - £35000 per annum
Posted: 6 days ago
Manchester, Lancashire
NCC Group
Posted: 8 days ago
Manchester
Pro-Quest
Salary: 30000-40000 Per Annum + benefits
Posted: 8 days ago
Manchester
Energon Global
Salary: £50000 - £120000 per annum + Bonus + Great Benefits
Posted: 7 days ago
Wigan
Recruitment Genius Ltd
Salary: £25000 - £35000 per annum
Posted: 9 days ago
Manchester
Bluetown Online LTD
Salary: £20000 - £25000 per annum
Posted: 10 days ago
Manchester
Applause IT Ltd
Salary: £35000 - £55000 per annum + Benefits & Pension
Posted: 15 days ago
Greater Manchester
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 3 days ago
Stockport
Applause IT Ltd
Salary: £30000 - £45000 per annum + bens
Posted: 11 days ago
Manchester, Lancashire
NCC Group
Salary: Competitive salary with additional NCC Benefits
Posted: 16 days ago
Manchester, Lancashire
HMRC
Salary: Competitive
Posted: 17 days ago
Stockport
Applause IT Ltd
Salary: £42000 - £50000 per annum + bens
Posted: 26 days ago
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 25 days ago