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

3 months to
30 May 2016
Same period 2015 Same period 2014
Python
Rank 72 109 132
Rank change year-on-year
+37 +23
Permanent jobs citing Python 119 79 63
As % of all permanent IT jobs located in Manchester 3.54% 2.38% 1.58%
As % of the Programming Languages category 6.36% 4.41% 2.80%
Number of salaries quoted 101 68 53
Median salary £45,000 £37,500 £35,000
Median salary % change year-on-year
+20.00% +7.14%
90% offered a salary of more than £32,500 £26,500 £32,500
10% offered a salary of more than £65,000 £55,000 £42,500
UK excluding London median salary £45,000 £44,000 £40,000
% change year-on-year
+2.27% +10.00%
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
1871 1793 2246
As % of all permanent IT jobs located in Manchester 55.60% 53.99% 56.39%
Number of salaries quoted 1639 1557 1922
Median salary £41,000 £40,000 £36,000
Median salary % change year-on-year
+2.50% +11.11%
90% offered a salary of more than £27,700 £26,500 £25,000
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £41,000 £40,000 £39,500
% change year-on-year
+2.50% +1.26%

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 May 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 May 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 - 6 £40,000 -
Stockport - 3 £47,500 - 3
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 30 May 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.

1 141 (62.95%) Agile Software Development
2 102 (45.54%) Linux
3 91 (40.63%) Java
3 91 (40.63%) Ruby
4 72 (32.14%) DevOps
5 71 (31.70%) JavaScript
6 69 (30.80%) PHP
7 68 (30.36%) Puppet
8 67 (29.91%) Scrum
9 58 (25.89%) Bash Shell
10 57 (25.45%) SQL
11 53 (23.66%) Opscode Chef
12 49 (21.88%) MySQL
13 46 (20.54%) Shell Script
14 45 (20.09%) .NET
14 45 (20.09%) C++
15 44 (19.64%) Unix
15 44 (19.64%) Configuration Management
16 43 (19.20%) Perl
17 42 (18.75%) TDD
18 41 (18.30%) HTML
18 41 (18.30%) CSS
19 40 (17.86%) Degree
19 40 (17.86%) Continuous Integration
20 37 (16.52%) Open Source
20 37 (16.52%) Amazon AWS
21 36 (16.07%) Computer Science
22 33 (14.73%) Software Engineering
23 32 (14.29%) Cobbler
24 29 (12.95%) Oracle

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 28 (12.50%) OpenStack
2 25 (11.16%) Node.js
3 23 (10.27%) nginx
4 22 (9.82%) WebSphere
5 20 (8.93%) JBoss
6 19 (8.48%) CloudStack
6 19 (8.48%) WebLogic
7 18 (8.04%) Tomcat
8 12 (5.36%) Apache
9 10 (4.46%) Confluence
9 10 (4.46%) Elasticsearch
10 9 (4.02%) Apache Spark
11 6 (2.68%) Apache Solr
12 3 (1.34%) Commerce Server
12 3 (1.34%) WebSphere Application Server
13 2 (0.89%) Apache Pig
13 2 (0.89%) Skype for Business
14 1 (0.45%) GeoServer
14 1 (0.45%) SAS
Applications
1 6 (2.68%) Photoshop
2 5 (2.23%) Adobe Illustrator
3 4 (1.79%) Maya
4 3 (1.34%) HipChat
5 2 (0.89%) MS Excel
Business Applications
1 3 (1.34%) SAP Oil and Gas
2 2 (0.89%) Dynamics NAV
Cloud Services
1 37 (16.52%) Amazon AWS
2 13 (5.80%) Amazon EC2
2 13 (5.80%) Amazon ElastiCache
3 10 (4.46%) GitHub
4 7 (3.13%) Cloud Computing
5 6 (2.68%) Amazon ELB
5 6 (2.68%) Amazon S3
5 6 (2.68%) AWS CloudFormation
5 6 (2.68%) Microsoft Azure
6 5 (2.23%) CloudFront
6 5 (2.23%) PaaS
Communications & Networking
1 21 (9.38%) Firewall
2 11 (4.91%) SSL
3 9 (4.02%) HTTP
4 8 (3.57%) Internet
5 4 (1.79%) DNS
6 2 (0.89%) HTTPS
6 2 (0.89%) NetScaler
7 1 (0.45%) Ethernet
7 1 (0.45%) Intrusion Detection
7 1 (0.45%) IPsec
7 1 (0.45%) SAN
7 1 (0.45%) SMTP
7 1 (0.45%) SNMP
7 1 (0.45%) SSH
7 1 (0.45%) TCP/IP
7 1 (0.45%) WAN
Database & Business Intelligence
1 49 (21.88%) MySQL
2 27 (12.05%) NoSQL
3 23 (10.27%) PostgreSQL
4 17 (7.59%) Redis
5 16 (7.14%) Big Data
6 14 (6.25%) Data Warehouse
6 14 (6.25%) Relational Database
7 12 (5.36%) Data Mining
7 12 (5.36%) Hadoop
8 9 (4.02%) SQL Server
9 7 (3.13%) Amazon RDS
10 6 (2.68%) MongoDB
11 4 (1.79%) LogicBlox
11 4 (1.79%) SQL Server Integration Services
12 3 (1.34%) Apache Hive
12 3 (1.34%) DB2
12 3 (1.34%) Oracle Database
13 2 (0.89%) Amazon Redshift
13 2 (0.89%) Pentaho
13 2 (0.89%) SQL Server Analysis Services
Development Applications
1 29 (12.95%) Git (software)
2 26 (11.61%) Jenkins
3 20 (8.93%) JIRA
4 18 (8.04%) Atlassian Bamboo
5 10 (4.46%) Maven
6 8 (3.57%) JUnit
6 8 (3.57%) Selenium
7 7 (3.13%) Ranorex
7 7 (3.13%) SoapUI
8 5 (2.23%) Appium
8 5 (2.23%) gulp
8 5 (2.23%) Vagrant
9 4 (1.79%) FishEye
9 4 (1.79%) Mercurial
9 4 (1.79%) Subversion
10 3 (1.34%) Ant
10 3 (1.34%) Cucumber
10 3 (1.34%) GitLab
10 3 (1.34%) Gradle
11 2 (0.89%) Grunt
General
1 21 (9.38%) Games
2 13 (5.80%) Retail
3 12 (5.36%) Finance
4 6 (2.68%) Banking
4 6 (2.68%) Marketing
5 5 (2.23%) Advertising
5 5 (2.23%) iGaming
5 5 (2.23%) Law
5 5 (2.23%) Publishing
6 4 (1.79%) Telecoms
7 3 (1.34%) Electronics
7 3 (1.34%) Manufacturing
Job Titles
1 89 (39.73%) Developer
2 53 (23.66%) DevOps Engineer
3 31 (13.84%) Java Developer
4 25 (11.16%) Python Developer
5 21 (9.38%) Senior Developer
6 15 (6.70%) Linux Engineer
7 14 (6.25%) Data Scientist
7 14 (6.25%) Lead Developer
7 14 (6.25%) Software Developer
8 13 (5.80%) PHP Developer
9 12 (5.36%) Consultant
10 11 (4.91%) Senior Java Developer
11 10 (4.46%) AWS Engineer
12 9 (4.02%) .NET Developer
13 8 (3.57%) Team Leader
13 8 (3.57%) Test Consultant
14 7 (3.13%) Analyst
14 7 (3.13%) Automation Engineer
14 7 (3.13%) Machine Learning Engineer
14 7 (3.13%) Test Automation Consultant
Libraries, Frameworks & Software Standards
1 45 (20.09%) .NET
2 41 (18.30%) CSS
2 41 (18.30%) HTML
3 23 (10.27%) REST
4 21 (9.38%) HTML5
4 21 (9.38%) jQuery
5 19 (8.48%) JSON
5 19 (8.48%) Web Services
6 18 (8.04%) AngularJS
6 18 (8.04%) RESTful
7 17 (7.59%) Django
8 16 (7.14%) CSS3
9 15 (6.70%) Ruby on Rails
10 13 (5.80%) Ajax
10 13 (5.80%) J2EE
10 13 (5.80%) Spring
11 12 (5.36%) SOAP
12 11 (4.91%) JMS
13 9 (4.02%) EJB
13 9 (4.02%) XML
Miscellaneous
1 36 (16.07%) Computer Science
2 18 (8.04%) Algorithms
3 17 (7.59%) Enterprise Software
4 13 (5.80%) Analytical Skills
5 12 (5.36%) Statistics
6 7 (3.13%) Mathematics
7 6 (2.68%) CUDA
8 4 (1.79%) Augmented Reality
8 4 (1.79%) Foreign Exchange (FX)
8 4 (1.79%) Hybrid Cloud
8 4 (1.79%) Physics
8 4 (1.79%) PMI
8 4 (1.79%) Visualisation
9 3 (1.34%) Blog
9 3 (1.34%) Data Centre
9 3 (1.34%) Enterprise Storage
9 3 (1.34%) Mobile App
10 2 (0.89%) Data Structures
10 2 (0.89%) Social Media
10 2 (0.89%) Wiki
Operating Systems
1 102 (45.54%) Linux
2 44 (19.64%) Unix
3 25 (11.16%) Windows
4 16 (7.14%) CentOS
5 11 (4.91%) Red Hat Enterprise Linux
6 8 (3.57%) Apple iOS
7 5 (2.23%) CoreOS
8 4 (1.79%) Android
9 2 (0.89%) Solaris
9 2 (0.89%) Ubuntu
10 1 (0.45%) Debian
10 1 (0.45%) SUSE
Processes & Methodologies
1 141 (62.95%) Agile Software Development
2 72 (32.14%) DevOps
3 67 (29.91%) Scrum
4 44 (19.64%) Configuration Management
5 42 (18.75%) TDD
6 40 (17.86%) Continuous Integration
7 37 (16.52%) Open Source
8 33 (14.73%) Software Engineering
9 26 (11.61%) E-Commerce
9 26 (11.61%) Unit Testing
10 24 (10.71%) Web Development
11 23 (10.27%) Analytics
11 23 (10.27%) Machine Learning
12 20 (8.93%) DSDM
12 20 (8.93%) ITIL
12 20 (8.93%) OWASP
12 20 (8.93%) RUP
13 18 (8.04%) OO
14 17 (7.59%) OOP
15 14 (6.25%) OOD
Programming Languages
1 91 (40.63%) Java
1 91 (40.63%) Ruby
2 71 (31.70%) JavaScript
3 69 (30.80%) PHP
4 58 (25.89%) Bash Shell
5 57 (25.45%) SQL
6 46 (20.54%) Shell Script
7 45 (20.09%) C++
8 43 (19.20%) Perl
9 28 (12.50%) C
10 27 (12.05%) C#
11 23 (10.27%) Scala
12 17 (7.59%) R
13 11 (4.91%) Go
14 9 (4.02%) MATLAB
15 5 (2.23%) Groovy
15 5 (2.23%) TypeScript
16 4 (1.79%) PowerShell
16 4 (1.79%) T-SQL
17 3 (1.34%) PL/SQL
Qualifications
1 40 (17.86%) Degree
2 17 (7.59%) PhD
3 5 (2.23%) ISEB
4 4 (1.79%) ISTQB
4 4 (1.79%) ISTQB Foundation Certification
4 4 (1.79%) PMI Certification
5 3 (1.34%) RHCE
6 2 (0.89%) RHCT
7 1 (0.45%) CISSP
7 1 (0.45%) GCIA
7 1 (0.45%) GCIH
7 1 (0.45%) Postgraduate
7 1 (0.45%) RHCSA
7 1 (0.45%) SANS
7 1 (0.45%) SC Cleared
7 1 (0.45%) Security Cleared
Quality Assurance & Compliance
1 19 (8.48%) QA
2 2 (0.89%) PCI DSS
System Software
1 21 (9.38%) vSphere
1 21 (9.38%) XenServer
2 19 (8.48%) Xen
3 7 (3.13%) Docker
4 6 (2.68%) Ceph
5 3 (1.34%) VMware Infrastructure
6 2 (0.89%) Active Directory
6 2 (0.89%) Microsoft App-V
6 2 (0.89%) Squid
6 2 (0.89%) XenApp
6 2 (0.89%) XenDesktop
7 1 (0.45%) HDFS
7 1 (0.45%) iptables
Systems Management
1 68 (30.36%) Puppet
2 53 (23.66%) Opscode Chef
3 32 (14.29%) Cobbler
4 20 (8.93%) Tivoli
5 9 (4.02%) Ansible
6 6 (2.68%) Kubernetes
7 4 (1.79%) Packer
7 4 (1.79%) Red Hat Spacewalk
8 3 (1.34%) CFEngine
9 2 (0.89%) SCCM
9 2 (0.89%) yum
10 1 (0.45%) Cacti
10 1 (0.45%) HAProxy
10 1 (0.45%) Mesos
10 1 (0.45%) Nagios
10 1 (0.45%) SmokePing
10 1 (0.45%) Zenoss
Vendors
1 29 (12.95%) Oracle
2 23 (10.27%) Microsoft
3 19 (8.48%) EnterpriseDB
4 11 (4.91%) SaltStack
4 11 (4.91%) VMware
5 9 (4.02%) Red Hat
6 7 (3.13%) New Relic
7 5 (2.23%) Adobe
7 5 (2.23%) Atlassian
8 3 (1.34%) IBM
8 3 (1.34%) SAP
9 2 (0.89%) Ab Initio
9 2 (0.89%) Cisco
9 2 (0.89%) Citrix
9 2 (0.89%) EMC
9 2 (0.89%) Google
9 2 (0.89%) HP
9 2 (0.89%) Informatica
9 2 (0.89%) NetApp
9 2 (0.89%) Teradata
Manchester, Lancashire
Energon People
Salary: £40000 - £120000 per annum + amazing benefits!
Posted: 2 days ago
Stockport, Cheshire
Net Recruit.co.uk Ltd
Salary: Subject to Experience
Posted: 3 days ago
Manchester, Lancashire
Calibre Search Ltd
Salary: £40000 - £55000 per annum
Posted: 4 days ago
Manchester, Lancashire
Search Consultancy
Salary: £35000 - £40000 per annum
Posted: 5 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £30,000 to £55,000 per annum plus benefits
Posted: 4 days ago
Manchester, Lancashire
Searchability
Salary: £50000 - £60000 per annum + benefits
Posted: 2 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 6 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 6 days ago
Salford, Lancashire
Raytheon
Posted: 12 days ago
Salford, Lancashire
Raytheon
Posted: 12 days ago
Manchester
People Source Consulting
Salary: benefits
Posted: 12 days ago
Manchester
Spectrum IT
Salary: £22000 - £30000 per annum
Posted: 21 days ago
Salford, Lancashire
Raytheon
Posted: 12 days ago
Greater Manchester
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 4 days ago
Manchester, Lancashire
NCC Group
Salary: Salary, Bonus, Pension, Holidays
Posted: 25 days ago
Stockport
Applause IT Ltd
Salary: £38000 - £50000 per annum + bens
Posted: 18 days ago
Manchester
People Source Consulting
Salary: £25000 - £30000 per annum + Bonus, Flexi benefits
Posted: 18 days ago
Manchester
Adria Solutions Ltd
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 21 days ago
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 15 days ago
Manchester
Client Server
Salary: £20k to £25k + benefits
Posted: 7 days ago
Manchester, Lancashire
UKFast
Salary: From £25,000 to £40,000 per annum depending on experience.
Posted: 24 days ago
Manchester
Client Server
Salary: £20,000 to £25,000 + benefits
Posted: 20 days ago