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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Python
Rank 74 98 131
Rank change year-on-year
+24 +33
Permanent jobs citing Python 139 107 61
As % of all permanent IT jobs located in Manchester 3.71% 2.76% 1.50%
As % of the Programming Languages category 6.47% 5.62% 2.66%
Number of salaries quoted 128 98 43
Median salary £42,500 £45,000 £37,500
Median salary % change year-on-year
-5.55% +20.00%
90% offered a salary of more than £30,000 £29,250 £30,000
10% offered a salary of more than £60,000 £72,500 £54,000
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
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
2148 1904 2293
As % of all permanent IT jobs located in Manchester 57.37% 49.05% 56.42%
Number of salaries quoted 1898 1681 1967
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £28,500 £27,500 £25,000
10% offered a salary of more than £57,500 £50,000 £55,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 1 October 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 1 October 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
Rochdale - 16 £53,000 - 1
Salford +9 6 £50,000 -9.09% 2
Stockport -8 3 £30,000 -17.24% 2
Altrincham - 3 £45,000 - 1
Oldham 0 2 £36,750 -18.33%
Cheadle - 2 £30,000 - 3
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 1 October 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.

1 111 (44.40%) Agile Software Development
2 110 (44.00%) SQL
3 91 (36.40%) Java
4 84 (33.60%) Linux
5 81 (32.40%) Ruby
6 76 (30.40%) Puppet
7 65 (26.00%) Configuration Management
8 64 (25.60%) Perl
8 64 (25.60%) MySQL
8 64 (25.60%) Scrum
9 60 (24.00%) DevOps
10 54 (21.60%) Opscode Chef
10 54 (21.60%) Big Data
11 53 (21.20%) HTML
12 52 (20.80%) PHP
13 51 (20.40%) Firewall
13 51 (20.40%) Amazon AWS
13 51 (20.40%) Bash Shell
14 48 (19.20%) Analytics
14 48 (19.20%) Git (software)
15 46 (18.40%) Continuous Integration
16 44 (17.60%) JavaScript
16 44 (17.60%) C++
17 43 (17.20%) .NET
17 43 (17.20%) Unix
17 43 (17.20%) Shell Script
17 43 (17.20%) NoSQL
17 43 (17.20%) R
18 42 (16.80%) Microsoft
19 41 (16.40%) Windows

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 30 (12.00%) OpenStack
1 30 (12.00%) WebSphere
2 28 (11.20%) JBoss
2 28 (11.20%) WebLogic
3 26 (10.40%) CloudStack
4 18 (7.20%) Apache Spark
4 18 (7.20%) nginx
5 16 (6.40%) Elasticsearch
6 14 (5.60%) Apache
7 13 (5.20%) SAS
8 10 (4.00%) Tomcat
9 7 (2.80%) Apache Pig
10 6 (2.40%) Apache Solr
11 5 (2.00%) IIS
12 3 (1.20%) Commerce Server
12 3 (1.20%) WebSphere Application Server
13 1 (0.40%) ArcGIS
13 1 (0.40%) Confluence
13 1 (0.40%) Jetty
13 1 (0.40%) Skype for Business
Applications
1 13 (5.20%) SPSS
2 7 (2.80%) MS Excel
3 5 (2.00%) Stata
4 4 (1.60%) Maya
5 2 (0.80%) HipChat
5 2 (0.80%) S-PLUS
6 1 (0.40%) AutoCAD
Business Applications
1 5 (2.00%) SAP Oil and Gas
2 2 (0.80%) Dynamics NAV
3 1 (0.40%) Oracle Financials
Cloud Services
1 51 (20.40%) Amazon AWS
2 23 (9.20%) Amazon EC2
3 13 (5.20%) GitHub
4 8 (3.20%) Amazon S3
4 8 (3.20%) AWS CloudFormation
4 8 (3.20%) Microsoft Azure
5 7 (2.80%) Office 365
5 7 (2.80%) SaaS
6 5 (2.00%) Amazon ElastiCache
6 5 (2.00%) Amazon ELB
6 5 (2.00%) PaaS
7 4 (1.60%) Amazon CloudWatch
7 4 (1.60%) AWS Elastic Beanstalk
7 4 (1.60%) AWS Lambda
7 4 (1.60%) Virtual Private Cloud
8 3 (1.20%) Cloud Computing
8 3 (1.20%) TestFlight
9 1 (0.40%) Amazon SQS
9 1 (0.40%) CloudFront
9 1 (0.40%) Route 53
Communications & Networking
1 51 (20.40%) Firewall
2 24 (9.60%) Internet
3 16 (6.40%) DNS
4 15 (6.00%) Broadband
4 15 (6.00%) Ethernet
5 14 (5.60%) IPv6
5 14 (5.60%) TACACS
5 14 (5.60%) VoIP
5 14 (5.60%) Wi-Fi
6 12 (4.80%) Asterisk PBX
7 10 (4.00%) WAN
8 9 (3.60%) SNMP
8 9 (3.60%) VPN
9 8 (3.20%) HSRP
9 8 (3.20%) Junos
9 8 (3.20%) LLU
9 8 (3.20%) MRTG
9 8 (3.20%) OSPF
9 8 (3.20%) VLAN
9 8 (3.20%) VRRP
Database & Business Intelligence
1 64 (25.60%) MySQL
2 54 (21.60%) Big Data
3 43 (17.20%) NoSQL
4 33 (13.20%) Hadoop
4 33 (13.20%) Relational Database
5 30 (12.00%) MongoDB
6 27 (10.80%) SQL Server
7 22 (8.80%) Data Mining
8 21 (8.40%) Data Warehouse
9 18 (7.20%) PostgreSQL
10 16 (6.40%) RDBMS
11 10 (4.00%) Amazon Redshift
12 9 (3.60%) Apache Hive
12 9 (3.60%) SQL Server Integration Services
13 8 (3.20%) Redis
14 6 (2.40%) Oracle Database
14 6 (2.40%) SQL Server Analysis Services
15 5 (2.00%) Apache Cassandra
15 5 (2.00%) Power BI
15 5 (2.00%) SQL Server 2016
Development Applications
1 48 (19.20%) Git (software)
2 30 (12.00%) Jenkins
3 13 (5.20%) Maven
4 11 (4.40%) JIRA
5 10 (4.00%) Atlassian Bamboo
6 7 (2.80%) gulp
6 7 (2.80%) Selenium
6 7 (2.80%) Subversion
7 6 (2.40%) Ant
7 6 (2.40%) Cucumber
7 6 (2.40%) Gradle
8 5 (2.00%) Travis CI
9 4 (1.60%) JUnit
9 4 (1.60%) Talend Open Studio
10 3 (1.20%) GitLab
10 3 (1.20%) Hudson
10 3 (1.20%) Ranorex
10 3 (1.20%) SoapUI
10 3 (1.20%) TeamCity
11 2 (0.80%) CircleCI
General
1 21 (8.40%) Telecoms
2 19 (7.60%) Finance
3 14 (5.60%) Games
3 14 (5.60%) Marketing
4 12 (4.80%) Retail
5 7 (2.80%) Banking
6 6 (2.40%) Law
6 6 (2.40%) Manufacturing
7 5 (2.00%) Electronics
7 5 (2.00%) iGaming
8 4 (1.60%) Advertising
9 3 (1.20%) Military
9 3 (1.20%) Publishing
10 2 (0.80%) Aerospace
Job Titles
1 84 (33.60%) Developer
2 43 (17.20%) DevOps Engineer
3 29 (11.60%) Java Developer
4 21 (8.40%) Data Scientist
5 19 (7.60%) Senior Developer
6 18 (7.20%) Python Developer
7 15 (6.00%) Software Developer
8 14 (5.60%) Lead Developer
8 14 (5.60%) Machine Learning Engineer
8 14 (5.60%) MATLAB Engineer
9 13 (5.20%) Junior
10 11 (4.40%) Designer
11 10 (4.00%) Lead Designer
11 10 (4.00%) Linux Engineer
11 10 (4.00%) Network Designer
11 10 (4.00%) PHP Developer
12 9 (3.60%) Consultant
12 9 (3.60%) Senior Data Scientist
12 9 (3.60%) Software Engineer
13 8 (3.20%) Architect
Libraries, Frameworks & Software Standards
1 53 (21.20%) HTML
2 43 (17.20%) .NET
3 34 (13.60%) CSS
4 27 (10.80%) Web Services
5 24 (9.60%) Node.js
6 22 (8.80%) AngularJS
7 19 (7.60%) HTML5
8 18 (7.20%) Django
8 18 (7.20%) REST
9 16 (6.40%) CSS3
9 16 (6.40%) jQuery
9 16 (6.40%) RESTful
10 13 (5.20%) Hibernate
11 12 (4.80%) Spring
12 11 (4.40%) Backbone.js
12 11 (4.40%) J2EE
12 11 (4.40%) SOAP
12 11 (4.40%) XML
13 10 (4.00%) JSON
14 9 (3.60%) KnockoutJS
Miscellaneous
1 30 (12.00%) Algorithms
2 26 (10.40%) Computer Science
3 24 (9.60%) Statistics
4 15 (6.00%) Analytical Skills
5 14 (5.60%) CUDA
6 10 (4.00%) Mathematics
7 9 (3.60%) Data Centre
8 6 (2.40%) Data Integration
8 6 (2.40%) Physics
9 5 (2.00%) Data Protection Act
9 5 (2.00%) Neural Network
9 5 (2.00%) Social Media
9 5 (2.00%) Visualisation
10 4 (1.60%) Augmented Reality
10 4 (1.60%) Cyberthreat
10 4 (1.60%) Foreign Exchange (FX)
11 3 (1.20%) Client/Server
11 3 (1.20%) Credit Risk
11 3 (1.20%) Mobile Games
12 2 (0.80%) Blog
Operating Systems
1 84 (33.60%) Linux
2 43 (17.20%) Unix
3 41 (16.40%) Windows
4 7 (2.80%) CentOS
5 6 (2.40%) Windows Server
6 5 (2.00%) Android
6 5 (2.00%) Apple iOS
6 5 (2.00%) CoreOS
6 5 (2.00%) Windows Server 2008
6 5 (2.00%) Windows Server 2012
7 3 (1.20%) Red Hat Enterprise Linux
8 2 (0.80%) Debian
9 1 (0.40%) Solaris
9 1 (0.40%) Ubuntu
Processes & Methodologies
1 111 (44.40%) Agile Software Development
2 65 (26.00%) Configuration Management
3 64 (25.60%) Scrum
4 60 (24.00%) DevOps
5 48 (19.20%) Analytics
6 46 (18.40%) Continuous Integration
7 39 (15.60%) Machine Learning
8 31 (12.40%) Business Intelligence
8 31 (12.40%) Software Engineering
9 28 (11.20%) ITIL
9 28 (11.20%) Open Source
9 28 (11.20%) TDD
10 27 (10.80%) DSDM
10 27 (10.80%) OWASP
10 27 (10.80%) RUP
11 25 (10.00%) Data Analysis
12 21 (8.40%) Web Development
13 19 (7.60%) Unit Testing
14 18 (7.20%) E-Commerce
15 16 (6.40%) Statistical Analysis
Programming Languages
1 110 (44.00%) SQL
2 91 (36.40%) Java
3 81 (32.40%) Ruby
4 64 (25.60%) Perl
5 52 (20.80%) PHP
6 51 (20.40%) Bash Shell
7 44 (17.60%) C++
7 44 (17.60%) JavaScript
8 43 (17.20%) R
8 43 (17.20%) Shell Script
9 27 (10.80%) MATLAB
10 24 (9.60%) C
11 21 (8.40%) C#
12 17 (6.80%) Scala
13 12 (4.80%) PowerShell
14 9 (3.60%) Groovy
15 7 (2.80%) Go
16 6 (2.40%) T-SQL
17 5 (2.00%) TypeScript
18 4 (1.60%) VB
Qualifications
1 28 (11.20%) Degree
2 27 (10.80%) PhD
3 8 (3.20%) CCNP
3 8 (3.20%) Cisco Certification
3 8 (3.20%) Security Cleared
4 6 (2.40%) DV Cleared
5 2 (0.80%) JNCIP
6 1 (0.40%) ISEB
6 1 (0.40%) ISTQB
6 1 (0.40%) LPIC
6 1 (0.40%) Postgraduate
6 1 (0.40%) RHCE
6 1 (0.40%) SC Cleared
Quality Assurance & Compliance
1 14 (5.60%) PCI DSS
2 9 (3.60%) QA
3 4 (1.60%) Data Quality
4 2 (0.80%) ISO/IEC 27001
System Software
1 32 (12.80%) vSphere
2 27 (10.80%) XenServer
3 26 (10.40%) Xen
4 25 (10.00%) Active Directory
5 11 (4.40%) VMware Infrastructure
6 7 (2.80%) Docker
6 7 (2.80%) Hyper-V
7 5 (2.00%) vCloud
8 2 (0.80%) Ceph
8 2 (0.80%) HDFS
9 1 (0.40%) iptables
9 1 (0.40%) Microsoft App-V
9 1 (0.40%) Varnish
9 1 (0.40%) XenApp
9 1 (0.40%) XenDesktop
Systems Management
1 76 (30.40%) Puppet
2 54 (21.60%) Opscode Chef
3 29 (11.60%) Cobbler
4 26 (10.40%) Tivoli
5 20 (8.00%) SCCM
6 17 (6.80%) Ansible
7 15 (6.00%) Nagios
8 14 (5.60%) OpenNMS
8 14 (5.60%) RANCID
9 9 (3.60%) Cacti
10 8 (3.20%) SCOM
11 5 (2.00%) Kubernetes
11 5 (2.00%) vMotion
12 2 (0.80%) HAProxy
13 1 (0.40%) logstash
13 1 (0.40%) Packer
13 1 (0.40%) Rundeck
13 1 (0.40%) SmokePing
13 1 (0.40%) yum
13 1 (0.40%) Zenoss
Vendors
1 42 (16.80%) Microsoft
2 41 (16.40%) Oracle
3 26 (10.40%) EnterpriseDB
4 24 (9.60%) VMware
5 17 (6.80%) Cisco
6 14 (5.60%) Brocade
6 14 (5.60%) Ericsson
6 14 (5.60%) Foundry
6 14 (5.60%) Huawei
6 14 (5.60%) Juniper
6 14 (5.60%) ZyXEL
7 11 (4.40%) Cloudera
8 8 (3.20%) Zerto
9 6 (2.40%) SAP
10 5 (2.00%) Hortonworks
10 5 (2.00%) Veeam
11 4 (1.60%) Atlassian
11 4 (1.60%) Informatica
11 4 (1.60%) Talend
12 3 (1.20%) Google
Cheadle, Cheshire
Thales
Posted: 16 hours ago
Cheadle, Cheshire
Thales
Posted: 16 hours ago
Manchester, Lancashire
Fruition IT Resources Limited
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
NCC Group
Salary: Competitive salary, bonus and excellent benefits!
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £40,000- £75,000
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £40000 - £55000 per annum
Posted: 3 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 2 days ago
Manchester
Foresight Solutions
Salary: £30,000 - £60,000 per year
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
Sanderson
Salary: £45000.00 - £50000.00 per annum
Posted: 4 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Acumin
Salary: Up to £100,000 per annum DOE
Posted: 2 days ago
Rochdale, Lancashire
Zen Internet
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum + competitive benefits package
Posted: 3 days ago
Altrincham, Cheshire
Rullion IT Plus
Salary: £35000 - £55000 per annum + + Attractive Benefits
Posted: 4 days ago
Manchester, Lancashire
Calibre Search Ltd
Salary: £40000 - £55000 per annum
Posted: 5 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000 - 55,000 per annum
Posted: 5 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 5 days ago
Manchester, Lancashire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 5 days ago
Gatley, nr Cheadle
CCA Recruitment
Salary: Up to £40,000
Posted: 4 days ago
Salford
Computer Futures
Salary: £35000 - £70000 per annum + 20% bonus, 10% pension
Posted: 10 days ago
Stockport
Applause IT Ltd
Salary: £30000 - £45000 per annum + bens
Posted: 7 days ago
Manchester, Lancashire
Bytemark Limited
Salary: From £32,000 to £40,000 per annum
Posted: 12 days ago
Manchester
Nigel Frank International Ltd
Salary: £26500 per annum + bonus structure
Posted: 23 days ago
Wigan
Recruitment Genius Ltd
Salary: £20000 - £40000 per annum
Posted: 11 days ago
Manchester, Lancashire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 4 days ago
Manchester
Bluetown Online LTD
Salary: £40000 - £55000 per annum
Posted: 12 days ago