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

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Python
Rank 90 101 128
Rank change year-on-year
+11 +27
Permanent jobs citing Python 106 86 67
As % of all permanent IT jobs located in Manchester 2.95% 2.40% 1.70%
As % of the Programming Languages category 5.30% 4.74% 3.04%
Number of salaries quoted 91 76 60
Median salary £42,500 £37,500 £37,500
Median salary % change year-on-year
+13.33% -
90% offered a salary of more than £29,200 £26,250 £32,450
10% offered a salary of more than £67,000 £52,500 £60,000
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +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
1999 1816 2201
As % of all permanent IT jobs located in Manchester 55.56% 50.73% 55.69%
Number of salaries quoted 1760 1567 1862
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £29,000 £27,000 £24,000
10% offered a salary of more than £57,450 £50,000 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 23 July 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 23 July 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 - 8 £60,000 - 1
Oldham -5 7 £37,500 -16.66%
Cheadle - 3 £30,000 -
Stockport 0 2 £30,000 +9.09% 2
Altrincham - 1 £55,000 -
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 23 July 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.

1 123 (57.48%) Agile Software Development
2 86 (40.19%) Ruby
3 84 (39.25%) Linux
4 79 (36.92%) Java
5 74 (34.58%) SQL
6 65 (30.37%) Puppet
7 64 (29.91%) DevOps
7 64 (29.91%) Scrum
8 56 (26.17%) PHP
9 55 (25.70%) Configuration Management
9 55 (25.70%) Bash Shell
10 53 (24.77%) MySQL
11 52 (24.30%) JavaScript
11 52 (24.30%) Unix
12 51 (23.83%) Shell Script
12 51 (23.83%) Opscode Chef
13 47 (21.96%) Continuous Integration
14 42 (19.63%) .NET
15 41 (19.16%) C++
15 41 (19.16%) HTML
16 40 (18.69%) TDD
17 38 (17.76%) Cobbler
18 37 (17.29%) CSS
19 36 (16.82%) Degree
19 36 (16.82%) Firewall
20 35 (16.36%) Oracle
20 35 (16.36%) Computer Science
21 33 (15.42%) Git (software)
21 33 (15.42%) OpenStack
21 33 (15.42%) Perl

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 33 (15.42%) OpenStack
2 29 (13.55%) WebSphere
3 27 (12.62%) JBoss
4 26 (12.15%) CloudStack
4 26 (12.15%) WebLogic
5 20 (9.35%) nginx
6 13 (6.07%) Tomcat
7 10 (4.67%) Apache
7 10 (4.67%) Elasticsearch
8 9 (4.21%) Apache Spark
9 6 (2.80%) Apache Solr
10 3 (1.40%) Commerce Server
10 3 (1.40%) Confluence
10 3 (1.40%) WebSphere Application Server
11 2 (0.93%) Apache Pig
11 2 (0.93%) Skype for Business
12 1 (0.47%) ArcGIS
12 1 (0.47%) SAS
Applications
1 5 (2.34%) Adobe Illustrator
1 5 (2.34%) Photoshop
2 4 (1.87%) Maya
3 3 (1.40%) HipChat
4 2 (0.93%) MS Excel
5 1 (0.47%) AutoCAD
Business Applications
1 3 (1.40%) SAP Oil and Gas
2 2 (0.93%) Dynamics NAV
Cloud Services
1 26 (12.15%) Amazon AWS
2 13 (6.07%) Amazon EC2
2 13 (6.07%) Amazon ElastiCache
3 10 (4.67%) GitHub
4 9 (4.21%) Cloud Computing
5 5 (2.34%) Microsoft Azure
5 5 (2.34%) PaaS
6 3 (1.40%) Amazon ELB
6 3 (1.40%) Amazon S3
6 3 (1.40%) AWS CloudFormation
6 3 (1.40%) CloudFront
6 3 (1.40%) SaaS
7 2 (0.93%) TestFlight
8 1 (0.47%) Amazon SQS
8 1 (0.47%) Route 53
Communications & Networking
1 36 (16.82%) Firewall
2 12 (5.61%) SSL
3 11 (5.14%) Internet
4 10 (4.67%) DNS
4 10 (4.67%) HTTP
5 9 (4.21%) Ethernet
5 9 (4.21%) SNMP
6 8 (3.74%) BGP
6 8 (3.74%) Broadband
6 8 (3.74%) IPv6
6 8 (3.74%) Junos
6 8 (3.74%) LLU
6 8 (3.74%) MRTG
6 8 (3.74%) OSPF
6 8 (3.74%) TACACS
6 8 (3.74%) VLAN
6 8 (3.74%) VoIP
6 8 (3.74%) VPN
6 8 (3.74%) VRRP
6 8 (3.74%) Wi-Fi
Database & Business Intelligence
1 53 (24.77%) MySQL
2 32 (14.95%) NoSQL
3 21 (9.81%) Big Data
3 21 (9.81%) PostgreSQL
4 18 (8.41%) Data Mining
4 18 (8.41%) Data Warehouse
4 18 (8.41%) Relational Database
5 16 (7.48%) Redis
6 12 (5.61%) Hadoop
7 11 (5.14%) MongoDB
8 5 (2.34%) SQL Server
8 5 (2.34%) SQL Server Integration Services
9 4 (1.87%) Amazon Redshift
9 4 (1.87%) Apache Hive
9 4 (1.87%) RDBMS
10 3 (1.40%) Amazon RDS
10 3 (1.40%) DataStage
10 3 (1.40%) DB2
10 3 (1.40%) Pentaho
11 2 (0.93%) Oracle Reports
Development Applications
1 33 (15.42%) Git (software)
2 21 (9.81%) Jenkins
3 12 (5.61%) Maven
4 10 (4.67%) JIRA
5 9 (4.21%) Atlassian Bamboo
6 7 (3.27%) JUnit
7 6 (2.80%) gulp
7 6 (2.80%) Ranorex
7 6 (2.80%) Selenium
7 6 (2.80%) SoapUI
8 5 (2.34%) Ant
8 5 (2.34%) Gradle
9 4 (1.87%) Subversion
9 4 (1.87%) Vagrant
10 3 (1.40%) GitLab
10 3 (1.40%) Mercurial
10 3 (1.40%) Talend Open Studio
10 3 (1.40%) Travis CI
11 2 (0.93%) Cucumber
11 2 (0.93%) Hudson
General
1 21 (9.81%) Games
2 12 (5.61%) Telecoms
3 11 (5.14%) Finance
4 9 (4.21%) Marketing
5 7 (3.27%) Publishing
5 7 (3.27%) Retail
6 6 (2.80%) Advertising
7 5 (2.34%) iGaming
7 5 (2.34%) Law
8 3 (1.40%) Electronics
8 3 (1.40%) Manufacturing
9 1 (0.47%) Banking
Job Titles
1 92 (42.99%) Developer
2 50 (23.36%) DevOps Engineer
3 33 (15.42%) Java Developer
4 26 (12.15%) Python Developer
5 25 (11.68%) Senior Developer
6 16 (7.48%) Data Scientist
7 14 (6.54%) Software Developer
8 13 (6.07%) Senior Java Developer
9 12 (5.61%) PHP Developer
10 10 (4.67%) Machine Learning Engineer
10 10 (4.67%) MATLAB Engineer
11 9 (4.21%) Consultant
11 9 (4.21%) Lead Developer
12 7 (3.27%) Linux Engineer
12 7 (3.27%) Test Consultant
13 6 (2.80%) Junior
13 6 (2.80%) Test Automation Consultant
14 5 (2.34%) Operations Engineer
14 5 (2.34%) UI Developer
14 5 (2.34%) Web UI Developer
Libraries, Frameworks & Software Standards
1 42 (19.63%) .NET
2 41 (19.16%) HTML
3 37 (17.29%) CSS
4 28 (13.08%) Node.js
5 23 (10.75%) HTML5
5 23 (10.75%) RESTful
6 22 (10.28%) REST
7 21 (9.81%) jQuery
7 21 (9.81%) JSON
7 21 (9.81%) Web Services
8 18 (8.41%) AngularJS
8 18 (8.41%) CSS3
9 17 (7.94%) Django
10 16 (7.48%) J2EE
10 16 (7.48%) SOAP
11 15 (7.01%) Spring
12 14 (6.54%) Ajax
13 12 (5.61%) JMS
13 12 (5.61%) Servlets
14 11 (5.14%) XML
Miscellaneous
1 35 (16.36%) Computer Science
2 25 (11.68%) Algorithms
3 15 (7.01%) Statistics
4 13 (6.07%) Analytical Skills
5 11 (5.14%) Data Centre
6 10 (4.67%) CUDA
7 9 (4.21%) Mathematics
8 6 (2.80%) Enterprise Software
9 5 (2.34%) Neural Network
10 4 (1.87%) Augmented Reality
10 4 (1.87%) Foreign Exchange (FX)
10 4 (1.87%) Mobile App
10 4 (1.87%) Physics
11 3 (1.40%) Blog
11 3 (1.40%) Enterprise Storage
11 3 (1.40%) Social Media
11 3 (1.40%) Visualisation
12 2 (0.93%) Data Structures
12 2 (0.93%) Distributed Denial-of-Service
12 2 (0.93%) Wiki
Operating Systems
1 84 (39.25%) Linux
2 52 (24.30%) Unix
3 29 (13.55%) Windows
4 8 (3.74%) CentOS
5 5 (2.34%) Android
5 5 (2.34%) Apple iOS
5 5 (2.34%) CoreOS
5 5 (2.34%) Red Hat Enterprise Linux
6 2 (0.93%) Ubuntu
7 1 (0.47%) Solaris
7 1 (0.47%) SUSE
Processes & Methodologies
1 123 (57.48%) Agile Software Development
2 64 (29.91%) DevOps
2 64 (29.91%) Scrum
3 55 (25.70%) Configuration Management
4 47 (21.96%) Continuous Integration
5 40 (18.69%) TDD
6 31 (14.49%) Open Source
7 30 (14.02%) Machine Learning
7 30 (14.02%) Software Engineering
8 27 (12.62%) DSDM
8 27 (12.62%) OWASP
8 27 (12.62%) RUP
8 27 (12.62%) Unit Testing
8 27 (12.62%) Web Development
9 26 (12.15%) ITIL
10 25 (11.68%) Analytics
11 19 (8.88%) Data Analysis
12 17 (7.94%) E-Commerce
12 17 (7.94%) OO
13 14 (6.54%) Statistical Analysis
Programming Languages
1 86 (40.19%) Ruby
2 79 (36.92%) Java
3 74 (34.58%) SQL
4 56 (26.17%) PHP
5 55 (25.70%) Bash Shell
6 52 (24.30%) JavaScript
7 51 (23.83%) Shell Script
8 41 (19.16%) C++
9 33 (15.42%) Perl
10 29 (13.55%) C
11 21 (9.81%) Scala
12 19 (8.88%) R
13 15 (7.01%) MATLAB
14 14 (6.54%) C#
15 11 (5.14%) Go
16 8 (3.74%) Groovy
17 5 (2.34%) TypeScript
18 4 (1.87%) PowerShell
18 4 (1.87%) T-SQL
19 3 (1.40%) Jython
Qualifications
1 36 (16.82%) Degree
2 21 (9.81%) PhD
3 2 (0.93%) CCNP
3 2 (0.93%) Cisco Certification
3 2 (0.93%) JNCIP
3 2 (0.93%) RHCE
4 1 (0.47%) Postgraduate
4 1 (0.47%) RHCSA
4 1 (0.47%) RHCT
Quality Assurance & Compliance
1 15 (7.01%) QA
2 8 (3.74%) PCI DSS
System Software
1 28 (13.08%) vSphere
1 28 (13.08%) XenServer
2 26 (12.15%) Xen
3 10 (4.67%) Active Directory
4 8 (3.74%) Docker
5 6 (2.80%) Ceph
6 2 (0.93%) HDFS
6 2 (0.93%) Microsoft App-V
6 2 (0.93%) Squid
6 2 (0.93%) VMware Infrastructure
6 2 (0.93%) XenApp
6 2 (0.93%) XenDesktop
7 1 (0.47%) iptables
Systems Management
1 65 (30.37%) Puppet
2 51 (23.83%) Opscode Chef
3 38 (17.76%) Cobbler
4 27 (12.62%) Tivoli
5 10 (4.67%) SCCM
6 9 (4.21%) Cacti
6 9 (4.21%) Nagios
7 8 (3.74%) OpenNMS
7 8 (3.74%) RANCID
7 8 (3.74%) SCOM
8 6 (2.80%) Kubernetes
9 5 (2.34%) Ansible
10 3 (1.40%) CFEngine
10 3 (1.40%) Packer
11 2 (0.93%) yum
12 1 (0.47%) HAProxy
12 1 (0.47%) Mesos
12 1 (0.47%) SmokePing
12 1 (0.47%) Zenoss
Vendors
1 35 (16.36%) Oracle
2 31 (14.49%) Microsoft
3 26 (12.15%) EnterpriseDB
4 11 (5.14%) VMware
5 10 (4.67%) Cisco
6 8 (3.74%) Brocade
6 8 (3.74%) Ericsson
6 8 (3.74%) Foundry
6 8 (3.74%) Huawei
6 8 (3.74%) Juniper
6 8 (3.74%) ZyXEL
7 5 (2.34%) Adobe
7 5 (2.34%) Atlassian
8 4 (1.87%) SAP
9 3 (1.40%) Ab Initio
9 3 (1.40%) Google
9 3 (1.40%) IBM
9 3 (1.40%) Informatica
9 3 (1.40%) New Relic
9 3 (1.40%) Red Hat
Manchester, Lancashire
McGregor Boyall
Salary: £35000 - £40000.00 per annum
Posted: Yesterday
Manchester
Computer Futures
Salary: £45000 - £60000 per annum
Posted: Yesterday
Manchester
Computer Futures
Salary: £45000 - £60000 per annum + 10% Pension package
Posted: Yesterday
Manchester, Lancashire
onezeero.
Salary: £30000 - £45000 per annum + Guaranteed Bonus
Posted: Yesterday
Manchester
Computer Futures
Salary: £45000 - £55000 per annum + Bonus, Pension, Benefits
Posted: 2 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £45000 - £55000 per annum + Benefits
Posted: 2 days ago
Manchester, Lancashire
onezeero.
Salary: £25000 - £40000 per annum + benefits
Posted: 2 days ago
Manchester, Lancashire
Acuro (MaxAd Ltd)
Salary: £40000 per annum
Posted: 2 days ago
Manchester, Lancashire
KDR
Salary: £50000 - £70000 per annum + benefits
Posted: 2 days ago
Stockport, Cheshire
Applause IT Innovation
Salary: £30000 - £45000 per annum + bens
Posted: Yesterday
Salford, Lancashire
Evolution Recruitment Solutions
Salary: 40,000 + benefits
Posted: Yesterday
Manchester, Lancashire
NCC Group
Posted: 2 days ago
Manchester, Lancashire
Chassam Contract
Salary: Up to £40,000 per annum
Posted: Yesterday
Manchester
Foresight Solutions
Salary: £30,000 - £60,000 per year
Posted: 4 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 4 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 4 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £30,000 to £55,000 per annum plus benefits
Posted: 4 days ago
Manchester, Lancashire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 3 days ago
Manchester
Computer Futures
Salary: Bonus, Bens
Posted: 7 days ago
Manchester
Applause IT Ltd
Salary: £35000 - £55000 per annum + Benefits & Pension
Posted: 9 days ago
Stockport, Cheshire
Applause IT Innovation
Salary: £42000 - £50000 per annum + bens
Posted: 6 days ago
Manchester
TDA Group
Salary: £50000 - £55000 per annum + Bonus +OT +28 days holiday
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £40K-£60k plus attractive benefits, 30 days holiday and rapid career p
Posted: 5 days ago
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 6 days ago
Bolton
Computer Futures
Salary: competitive
Posted: 8 days ago
Salford, Lancashire
Raytheon
Posted: 25 days ago
Manchester, Lancashire
Raytheon
Posted: 23 days ago
Salford, Lancashire
Raytheon
Posted: 25 days ago
Salford, Lancashire
Raytheon
Posted: 25 days ago