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

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Python
Rank 45 86 131
Rank change year-on-year
+41 +45
Permanent jobs citing Python 207 98 75
As % of all permanent IT jobs located in Manchester 5.55% 2.79% 1.77%
As % of the Programming Languages category 9.33% 5.68% 3.35%
Number of salaries quoted 187 65 68
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 £31,600 £33,000 £30,000
10% offered a salary of more than £59,500 £63,000 £50,750
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
2218 1725 2240
As % of all permanent IT jobs located in Manchester 59.45% 49.17% 52.81%
Number of salaries quoted 1991 1488 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 £29,500 £27,500 £26,350
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 11 December 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 11 December 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 - 21 £46,000 - 2
Stockport +13 10 £33,500 -25.55% 1
Altrincham - 10 £45,000 -
Salford - 6 £38,250 - 1
Oldham - 2 £29,250 - 1
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 11 December 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.

1 136 (41.98%) SQL
2 130 (40.12%) Agile Software Development
3 123 (37.96%) Linux
4 121 (37.35%) Perl
5 120 (37.04%) Java
6 112 (34.57%) Ruby
7 99 (30.56%) Puppet
8 89 (27.47%) DevOps
9 84 (25.93%) Scrum
10 81 (25.00%) Big Data
11 79 (24.38%) Analytics
12 78 (24.07%) Continuous Integration
13 77 (23.77%) Configuration Management
14 74 (22.84%) HTML
15 71 (21.91%) Amazon AWS
15 71 (21.91%) Opscode Chef
16 62 (19.14%) PHP
17 61 (18.83%) MySQL
17 61 (18.83%) Oracle
18 58 (17.90%) Windows
19 57 (17.59%) Firewall
20 56 (17.28%) Hadoop
21 55 (16.98%) VMware
21 55 (16.98%) JavaScript
22 54 (16.67%) Bash Shell
22 54 (16.67%) R
23 52 (16.05%) Git (software)
24 50 (15.43%) C
25 49 (15.12%) C++
26 48 (14.81%) Shell Script

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 38 (11.73%) Apache Spark
1 38 (11.73%) OpenStack
2 35 (10.80%) WebLogic
3 31 (9.57%) JBoss
4 29 (8.95%) CloudStack
4 29 (8.95%) WebSphere
5 28 (8.64%) SAS
6 26 (8.02%) Elasticsearch
7 21 (6.48%) Apache Pig
8 19 (5.86%) nginx
9 18 (5.56%) Apache
10 12 (3.70%) IIS
11 9 (2.78%) Tomcat
12 6 (1.85%) Apache Solr
12 6 (1.85%) Jetty
13 2 (0.62%) Confluence
14 1 (0.31%) Cloud Foundry
Applications
1 17 (5.25%) SPSS
2 14 (4.32%) Stata
3 7 (2.16%) MS Excel
4 3 (0.93%) S-PLUS
5 2 (0.62%) HipChat
6 1 (0.31%) Maya
6 1 (0.31%) MODO
Business Applications
1 3 (0.93%) SAP Oil and Gas
2 1 (0.31%) Oracle ERP
2 1 (0.31%) Oracle Financials
Cloud Services
1 71 (21.91%) Amazon AWS
2 23 (7.10%) Amazon EC2
3 16 (4.94%) Microsoft Azure
4 15 (4.63%) AWS CloudFormation
5 14 (4.32%) Amazon S3
5 14 (4.32%) GitHub
6 8 (2.47%) Office 365
6 8 (2.47%) SaaS
7 4 (1.23%) Amazon CloudWatch
7 4 (1.23%) Amazon ELB
7 4 (1.23%) AWS Elastic Beanstalk
7 4 (1.23%) AWS Lambda
7 4 (1.23%) PaaS
7 4 (1.23%) Virtual Private Cloud
8 3 (0.93%) Amazon EMR
8 3 (0.93%) TestFlight
9 2 (0.62%) Azure Machine Learning
9 2 (0.62%) Cloud Computing
9 2 (0.62%) Firebase
9 2 (0.62%) IaaS
Communications & Networking
1 57 (17.59%) Firewall
2 41 (12.65%) Internet
3 23 (7.10%) DNS
4 21 (6.48%) Broadband
5 20 (6.17%) WAN
6 16 (4.94%) Ethernet
6 16 (4.94%) IPv6
6 16 (4.94%) TACACS
6 16 (4.94%) VoIP
6 16 (4.94%) Wi-Fi
7 15 (4.63%) Asterisk PBX
8 8 (2.47%) TCP/IP
9 7 (2.16%) VPN
10 6 (1.85%) BGP
10 6 (1.85%) IPsec
10 6 (1.85%) Junos
10 6 (1.85%) MRTG
10 6 (1.85%) OSPF
10 6 (1.85%) SNMP
10 6 (1.85%) VRRP
Database & Business Intelligence
1 81 (25.00%) Big Data
2 61 (18.83%) MySQL
3 56 (17.28%) Hadoop
4 47 (14.51%) Relational Database
5 46 (14.20%) MongoDB
6 41 (12.65%) NoSQL
6 41 (12.65%) SQL Server
7 31 (9.57%) RDBMS
8 28 (8.64%) Data Mining
9 22 (6.79%) Apache Hive
10 14 (4.32%) Data Warehouse
11 12 (3.70%) Amazon Redshift
12 11 (3.40%) PostgreSQL
13 10 (3.09%) Apache Cassandra
14 9 (2.78%) Redis
15 7 (2.16%) Oracle Database
16 6 (1.85%) Couchbase
16 6 (1.85%) Riak
17 5 (1.54%) SQL Server 2016
17 5 (1.54%) SQL Server Analysis Services
Development Applications
1 52 (16.05%) Git (software)
2 37 (11.42%) Jenkins
3 23 (7.10%) Cucumber
3 23 (7.10%) Selenium
4 12 (3.70%) JIRA
4 12 (3.70%) Subversion
5 8 (2.47%) Atlassian Bamboo
6 7 (2.16%) JUnit
7 6 (1.85%) Travis CI
8 5 (1.54%) CircleCI
8 5 (1.54%) Codeship
8 5 (1.54%) git-flow
8 5 (1.54%) GitLab
8 5 (1.54%) Hudson
8 5 (1.54%) TeamCity
9 4 (1.23%) Ant
9 4 (1.23%) Gradle
9 4 (1.23%) Maven
9 4 (1.23%) Vagrant
10 3 (0.93%) gulp
General
1 21 (6.48%) Finance
2 20 (6.17%) Marketing
2 20 (6.17%) Military
3 19 (5.86%) Telecoms
4 18 (5.56%) Retail
5 15 (4.63%) Banking
6 5 (1.54%) Games
6 5 (1.54%) Manufacturing
7 4 (1.23%) Legal
8 3 (0.93%) Electronics
8 3 (0.93%) Publishing
9 2 (0.62%) Advertising
9 2 (0.62%) Aerospace
10 1 (0.31%) Law
Job Titles
1 71 (21.91%) Developer
2 45 (13.89%) DevOps Engineer
3 36 (11.11%) Data Scientist
4 29 (8.95%) Software Engineer
5 25 (7.72%) Linux Engineer
6 19 (5.86%) Software Developer
7 18 (5.56%) Support Engineer
8 16 (4.94%) Java Developer
9 15 (4.63%) Designer
9 15 (4.63%) Junior
9 15 (4.63%) Test Engineer
10 14 (4.32%) Linux Support
10 14 (4.32%) Network Designer
10 14 (4.32%) Senior Developer
11 13 (4.01%) Lead Developer
12 12 (3.70%) Architect
12 12 (3.70%) AWS Engineer
12 12 (3.70%) Senior Support Engineer
13 11 (3.40%) Linux Support Engineer
13 11 (3.40%) Senior Linux Engineer
Libraries, Frameworks & Software Standards
1 74 (22.84%) HTML
2 45 (13.89%) CSS
3 40 (12.35%) .NET
4 38 (11.73%) Web Services
5 36 (11.11%) Node.js
6 34 (10.49%) CSS3
7 33 (10.19%) AngularJS
7 33 (10.19%) HTML5
8 23 (7.10%) jQuery
9 20 (6.17%) Java EE
10 18 (5.56%) Spring
11 16 (4.94%) Apache Camel
11 16 (4.94%) Hibernate
11 16 (4.94%) LAMP
11 16 (4.94%) Middleware
12 13 (4.01%) Django
13 12 (3.70%) XML
14 10 (3.09%) KnockoutJS
14 10 (3.09%) REST
15 9 (2.78%) RESTful
Miscellaneous
1 29 (8.95%) Statistics
2 25 (7.72%) Algorithms
3 23 (7.10%) Computer Science
3 23 (7.10%) Mathematics
4 22 (6.79%) Analytical Skills
5 20 (6.17%) Visualisation
6 12 (3.70%) Physics
7 11 (3.40%) Neural Network
8 8 (2.47%) Data Integration
8 8 (2.47%) PKI
9 7 (2.16%) CUDA
10 6 (1.85%) Clustering
10 6 (1.85%) Data Centre
11 5 (1.54%) Cyberthreat
11 5 (1.54%) Data Protection Act
11 5 (1.54%) Social Media
12 4 (1.23%) Credit Risk
12 4 (1.23%) Data Extraction
12 4 (1.23%) Enterprise Software
13 3 (0.93%) Mobile Games
Operating Systems
1 123 (37.96%) Linux
2 58 (17.90%) Windows
3 40 (12.35%) Unix
4 15 (4.63%) Windows Server
5 11 (3.40%) Windows Server 2008
5 11 (3.40%) Windows Server 2012
6 9 (2.78%) CentOS
6 9 (2.78%) Debian
7 8 (2.47%) Android
7 8 (2.47%) Apple iOS
8 6 (1.85%) Red Hat Enterprise Linux
8 6 (1.85%) Ubuntu
9 2 (0.62%) Solaris
Processes & Methodologies
1 130 (40.12%) Agile Software Development
2 89 (27.47%) DevOps
3 84 (25.93%) Scrum
4 79 (24.38%) Analytics
5 78 (24.07%) Continuous Integration
6 77 (23.77%) Configuration Management
7 47 (14.51%) Machine Learning
8 43 (13.27%) Data Analytics
8 43 (13.27%) Software Engineering
9 35 (10.80%) DSDM
10 33 (10.19%) SDLC
11 31 (9.57%) Business Intelligence
11 31 (9.57%) RUP
12 30 (9.26%) Open Source
13 28 (8.64%) Continuous Improvement
14 27 (8.33%) TDD
15 25 (7.72%) Data Analysis
15 25 (7.72%) ITIL
15 25 (7.72%) Mentoring
15 25 (7.72%) Time Management
Programming Languages
1 136 (41.98%) SQL
2 121 (37.35%) Perl
3 120 (37.04%) Java
4 112 (34.57%) Ruby
5 62 (19.14%) PHP
6 55 (16.98%) JavaScript
7 54 (16.67%) Bash Shell
7 54 (16.67%) R
8 50 (15.43%) C
9 49 (15.12%) C++
10 48 (14.81%) Shell Script
11 40 (12.35%) C#
12 24 (7.41%) PowerShell
13 23 (7.10%) MATLAB
14 14 (4.32%) Go
14 14 (4.32%) Scala
15 6 (1.85%) IronPython
15 6 (1.85%) T-SQL
15 6 (1.85%) VB
16 4 (1.23%) PL/SQL
Qualifications
1 44 (13.58%) Degree
2 32 (9.88%) Security Cleared
3 30 (9.26%) DV Cleared
4 25 (7.72%) PhD
5 11 (3.40%) CCNP
5 11 (3.40%) Cisco Certification
6 7 (2.16%) ISEB
6 7 (2.16%) ISTQB
7 6 (1.85%) SC Cleared
8 3 (0.93%) ISTQB Foundation Certification
9 1 (0.31%) JNCIP
9 1 (0.31%) LPIC
9 1 (0.31%) RHCE
Quality Assurance & Compliance
1 16 (4.94%) PCI DSS
2 5 (1.54%) QA
3 4 (1.23%) Data Quality
4 3 (0.93%) SDET
5 2 (0.62%) ISO/IEC 27001
6 1 (0.31%) GCP
System Software
1 41 (12.65%) VMware Infrastructure
2 40 (12.35%) vSphere
3 39 (12.04%) Active Directory
4 34 (10.49%) Hyper-V
5 31 (9.57%) Xen
6 29 (8.95%) XenServer
7 12 (3.70%) vCloud
8 8 (2.47%) Docker
9 5 (1.54%) Postfix
9 5 (1.54%) qmail
10 3 (0.93%) VirtualBox
11 2 (0.62%) Varnish
12 1 (0.31%) Ceph
12 1 (0.31%) Firmware
12 1 (0.31%) HDFS
12 1 (0.31%) KVM
12 1 (0.31%) PowerHA
Systems Management
1 99 (30.56%) Puppet
2 71 (21.91%) Opscode Chef
3 36 (11.11%) Ansible
4 27 (8.33%) SCCM
5 26 (8.02%) Cobbler
6 25 (7.72%) Tivoli
7 22 (6.79%) Nagios
8 16 (4.94%) OpenNMS
8 16 (4.94%) RANCID
9 11 (3.40%) vMotion
10 7 (2.16%) Salt
11 6 (1.85%) Cacti
11 6 (1.85%) Kibana
11 6 (1.85%) logstash
11 6 (1.85%) SCOM
12 2 (0.62%) Packer
12 2 (0.62%) Rundeck
12 2 (0.62%) Terraform
13 1 (0.31%) Kubernetes
13 1 (0.31%) Pacemaker
Vendors
1 61 (18.83%) Oracle
2 55 (16.98%) VMware
3 46 (14.20%) Microsoft
4 29 (8.95%) EnterpriseDB
5 18 (5.56%) Cisco
6 16 (4.94%) Brocade
6 16 (4.94%) Ericsson
6 16 (4.94%) Foundry
6 16 (4.94%) Huawei
6 16 (4.94%) Juniper
6 16 (4.94%) ZyXEL
7 15 (4.63%) Zerto
8 13 (4.01%) Cloudera
9 11 (3.40%) Veeam
10 9 (2.78%) Red Hat
11 8 (2.47%) Hortonworks
12 6 (1.85%) Tableau
13 3 (0.93%) SAP
14 2 (0.62%) Alteryx
14 2 (0.62%) Atlassian
Manchester, Lancashire
Joseph Harry Ltd
Salary: £60000 - £80000 per annum + Benefits + Pension
Posted: 22 hours ago
Greater Manchester
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 2 days ago
Manchester, Lancashire
Empiric.com
Salary: Up to £80,000 per annum plus extensive benefits
Posted: 2 days ago
Manchester, Lancashire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + benefits
Posted: 4 days ago
Manchester, Lancashire
Joseph Harry Ltd
Salary: £50000 - £75000 per annum + Bonus + Pension
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £30000 - £35000 per annum
Posted: 5 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £70,000 per annum plus benefits
Posted: 3 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 5 days ago
Manchester, Lancashire
Mortimer Spinks
Salary: £30000 - £55000 per annum
Posted: 3 days ago
Manchester, Lancashire
Michael Page International
Salary: £30000 - £40000 per annum + exceptional benefits
Posted: 3 days ago
Manchester, Lancashire
Energon People
Salary: £60000 - £80000 per annum + amazing benefits
Posted: 5 days ago
Manchester, Lancashire
Informatiq Consulting
Salary: £55000 - £60000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Explore Recruitment Solutions
Salary: £65000 - £75000 per annum + pension, bonus, healthcare
Posted: 4 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Manchester, Lancashire
Redrock Consulting Ltd
Salary: £30000 - £50000 per annum + Excellent progression opportunities
Posted: 4 days ago
Manchester, Lancashire
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Energon People
Salary: £50000.00 - £90000.00 per annum + benefits + bonus
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £55,000
Posted: 6 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £55,000 + bonus & excellent benefits package
Posted: 6 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000 - 50,000 per annum
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £75,000 - £90,000 + PACKAGE
Posted: 5 days ago
Manchester, Lancashire
Redrock Consulting Ltd
Salary: £35000 - £45000 per annum + Benefits + Bonus
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £75,000 - £90,000 + PACKAGE
Posted: 5 days ago
Manchester, Lancashire
Capita Resourcing - IT Resourcing
Salary: £18000 - £22000 per annum + Pension & Benefits
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 10 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 9 days ago
Manchester, Lancashire
Oscar
Salary: £35000 - £45000 per annum + competitive benefits
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive Salary plus Benefits
Posted: 12 days ago