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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Python
North West / Manchester
Rank 40 78 139
Rank change year-on-year
+38 +61
Permanent jobs citing Python 261 109 54
As % of all permanent IT jobs located in Manchester 6.81% 3.33% 1.37%
As % of the Programming Languages category 11.32% 6.57% 2.67%
Number of salaries quoted 212 82 43
Median salary £50,000 £45,000 £37,500
Median salary % change year-on-year
+11.11% +20.00%
90% offered a salary of more than £32,500 £34,100 £26,500
10% offered a salary of more than £70,000 £62,500 £45,000
UK excluding London median salary £45,000 £45,000 £45,000

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
2305 1660 2025
As % of all permanent IT jobs located in Manchester 60.14% 50.76% 51.40%
Number of salaries quoted 1974 1423 1812
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £28,000 £28,000 £26,500
10% offered a salary of more than £60,000 £50,000 £60,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 27 February 2017.

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 27 February 2017. 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 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
Stockport -1 10 £33,000 -47.20%
Oldham - 10 £47,500 -
Rochdale - 8 £45,500 -
Salford +1 5 £38,750 - 1
Altrincham -4 5 £41,500 +18.57% 1
Bury - 3 £47,500 -
Cheadle +13 2 - -
Bolton -13 1 £23,500 -
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 27 February 2017, 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.

1 235 (51.31%) Agile Software Development
2 203 (44.32%) Java
3 181 (39.52%) Ruby
4 171 (37.34%) Linux
5 166 (36.24%) DevOps
6 157 (34.28%) Perl
7 125 (27.29%) SQL
8 124 (27.07%) Scrum
9 117 (25.55%) Puppet
10 111 (24.24%) Continuous Integration
11 103 (22.49%) Opscode Chef
12 101 (22.05%) Big Data
13 91 (19.87%) Analytics
13 91 (19.87%) Configuration Management
13 91 (19.87%) JavaScript
14 90 (19.65%) Amazon AWS
15 87 (19.00%) Oracle
15 87 (19.00%) VMware
15 87 (19.00%) Software Engineering
16 86 (18.78%) Degree
17 83 (18.12%) C#
17 83 (18.12%) C++
18 82 (17.90%) C
19 80 (17.47%) MySQL
20 79 (17.25%) Bash Shell
21 78 (17.03%) Hadoop
21 78 (17.03%) HTML
22 73 (15.94%) Jenkins
23 69 (15.07%) VMware Infrastructure
24 68 (14.85%) 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 63 (13.76%) Apache Spark
2 50 (10.92%) OpenStack
3 45 (9.83%) Elasticsearch
4 39 (8.52%) Apache Pig
5 33 (7.21%) CloudStack
6 31 (6.77%) WebLogic
7 26 (5.68%) SAS
8 23 (5.02%) JBoss
8 23 (5.02%) WebSphere
9 21 (4.59%) Apache
10 16 (3.49%) nginx
11 14 (3.06%) Tomcat
12 11 (2.40%) IIS
13 10 (2.18%) Jetty
14 9 (1.97%) Apache Solr
15 7 (1.53%) Confluence
16 2 (0.44%) Cloud Foundry
17 1 (0.22%) Mongrel
17 1 (0.22%) OpenEdge
17 1 (0.22%) WebSphere Application Server
Applications
1 15 (3.28%) Stata
2 14 (3.06%) SPSS
3 5 (1.09%) MS Excel
4 4 (0.87%) HipChat
5 2 (0.44%) S-PLUS
6 1 (0.22%) Maya
6 1 (0.22%) MODO
6 1 (0.22%) Spreadsheet
Business Applications
1 4 (0.87%) SAP Oil and Gas
2 1 (0.22%) Oracle ERP
2 1 (0.22%) Oracle Financials
2 1 (0.22%) Sage 200
Cloud Services
1 90 (19.65%) Amazon AWS
2 32 (6.99%) Microsoft Azure
3 26 (5.68%) Amazon EC2
4 23 (5.02%) AWS CloudFormation
5 17 (3.71%) Amazon S3
6 14 (3.06%) GitHub
7 8 (1.75%) Amazon Kinesis
8 7 (1.53%) Amazon SQS
9 6 (1.31%) Office 365
9 6 (1.31%) PaaS
10 5 (1.09%) Amazon EMR
10 5 (1.09%) SaaS
11 4 (0.87%) AWS Lambda
11 4 (0.87%) Google Cloud Platform
11 4 (0.87%) IaaS
12 2 (0.44%) Amazon CloudWatch
12 2 (0.44%) AWS Elastic Beanstalk
12 2 (0.44%) Azure Machine Learning
12 2 (0.44%) Firebase
12 2 (0.44%) Virtual Private Cloud
Communications & Networking
1 40 (8.73%) Firewall
2 35 (7.64%) Internet
3 22 (4.80%) WAN
4 21 (4.59%) DNS
5 14 (3.06%) Broadband
6 9 (1.97%) Asterisk PBX
6 9 (1.97%) Ethernet
6 9 (1.97%) IPv6
6 9 (1.97%) TACACS
6 9 (1.97%) VoIP
6 9 (1.97%) Wi-Fi
7 8 (1.75%) Kerberos
8 7 (1.53%) Skype
9 6 (1.31%) TCP/IP
10 5 (1.09%) HTTP
10 5 (1.09%) SAN
11 4 (0.87%) IPsec
12 3 (0.66%) SSL
13 2 (0.44%) SMTP
13 2 (0.44%) SS7
Database & Business Intelligence
1 101 (22.05%) Big Data
2 80 (17.47%) MySQL
3 78 (17.03%) Hadoop
4 55 (12.01%) MongoDB
5 54 (11.79%) Relational Database
6 40 (8.73%) Apache Hive
6 40 (8.73%) NoSQL
6 40 (8.73%) RDBMS
6 40 (8.73%) SQL Server
7 23 (5.02%) Data Mining
8 17 (3.71%) Apache Cassandra
8 17 (3.71%) PostgreSQL
9 14 (3.06%) Redis
10 9 (1.97%) Amazon Redshift
10 9 (1.97%) Couchbase
10 9 (1.97%) Riak
11 7 (1.53%) Data Warehouse
12 6 (1.31%) Spotfire
13 4 (0.87%) QlikView
13 4 (0.87%) SQL Server Analysis Services
Development Applications
1 73 (15.94%) Jenkins
2 57 (12.45%) Git (software)
3 53 (11.57%) Selenium
4 50 (10.92%) Cucumber
5 27 (5.90%) Atlassian Bamboo
6 19 (4.15%) TeamCity
7 18 (3.93%) GoCD
8 17 (3.71%) JIRA
8 17 (3.71%) JUnit
9 15 (3.28%) Hudson
9 15 (3.28%) Subversion
10 12 (2.62%) Team Foundation Server
11 8 (1.75%) JMeter
11 8 (1.75%) LoadRunner
11 8 (1.75%) Maven
12 7 (1.53%) Ant
12 7 (1.53%) ClearCase
12 7 (1.53%) MSBuild
12 7 (1.53%) Sonatype Nexus
12 7 (1.53%) Travis CI
General
1 37 (8.08%) Retail
2 32 (6.99%) Military
3 24 (5.24%) Finance
4 21 (4.59%) Marketing
5 18 (3.93%) Banking
6 14 (3.06%) Telecoms
7 8 (1.75%) Manufacturing
8 6 (1.31%) Electronics
9 4 (0.87%) Aerospace
9 4 (0.87%) Legal
10 3 (0.66%) Games
11 2 (0.44%) Law
Job Titles
1 120 (26.20%) Developer
2 68 (14.85%) DevOps Engineer
3 53 (11.57%) Software Engineer
4 52 (11.35%) Software Developer
5 51 (11.14%) Java Developer
6 48 (10.48%) Data Scientist
7 36 (7.86%) Linux Engineer
8 35 (7.64%) Java Software Developer
9 28 (6.11%) Test Engineer
10 26 (5.68%) Support Engineer
11 24 (5.24%) Analyst
11 24 (5.24%) Developer/Software Engineer
12 23 (5.02%) Linux Support
13 22 (4.80%) AWS Engineer
13 22 (4.80%) Platform Engineer
13 22 (4.80%) Senior Developer
14 21 (4.59%) Java Engineer
14 21 (4.59%) Java Software Engineer
15 20 (4.37%) Lead Developer
16 18 (3.93%) AWS Developer
Libraries, Frameworks & Software Standards
1 78 (17.03%) HTML
2 56 (12.23%) CSS
3 49 (10.70%) AngularJS
4 45 (9.83%) Web Services
5 44 (9.61%) .NET
5 44 (9.61%) HTML5
5 44 (9.61%) Node.js
6 42 (9.17%) CSS3
6 42 (9.17%) Java EE
7 41 (8.95%) Spring
8 34 (7.42%) Hibernate
8 34 (7.42%) jQuery
9 32 (6.99%) Middleware
10 31 (6.77%) Apache Camel
11 24 (5.24%) Django
12 23 (5.02%) LAMP
13 12 (2.62%) Gherkin
13 12 (2.62%) React
14 9 (1.97%) Elastic Stack
14 9 (1.97%) Lucene
Miscellaneous
1 39 (8.52%) Computer Science
2 33 (7.21%) Algorithms
3 28 (6.11%) Analytical Skills
4 17 (3.71%) PKI
5 11 (2.40%) Cyberthreat
6 9 (1.97%) Clustering
7 7 (1.53%) Cyber Defence
7 7 (1.53%) Data Structures
7 7 (1.53%) iPad
7 7 (1.53%) mHealth
7 7 (1.53%) Mobile App
8 6 (1.31%) Enterprise Software
9 4 (0.87%) Blog
9 4 (0.87%) Credit Risk
9 4 (0.87%) User Experience
10 3 (0.66%) Data Protection Act
10 3 (0.66%) Social Media
11 2 (0.44%) Arduino
11 2 (0.44%) Smart Meter
11 2 (0.44%) Wiki
Operating Systems
1 171 (37.34%) Linux
2 68 (14.85%) Windows
3 48 (10.48%) Unix
4 23 (5.02%) Red Hat Enterprise Linux
5 19 (4.15%) CentOS
6 16 (3.49%) Android
6 16 (3.49%) Apple iOS
7 14 (3.06%) Windows Server
8 12 (2.62%) Ubuntu
9 10 (2.18%) Debian
10 9 (1.97%) Windows Server 2008
10 9 (1.97%) Windows Server 2012
11 5 (1.09%) Solaris
12 3 (0.66%) HPUX
12 3 (0.66%) SUSE
13 1 (0.22%) Fedora
13 1 (0.22%) FreeBSD
Processes & Methodologies
1 235 (51.31%) Agile Software Development
2 166 (36.24%) DevOps
3 124 (27.07%) Scrum
4 111 (24.24%) Continuous Integration
5 91 (19.87%) Analytics
5 91 (19.87%) Configuration Management
6 87 (19.00%) Software Engineering
7 62 (13.54%) Machine Learning
8 57 (12.45%) SDLC
9 56 (12.23%) Data Analytics
10 55 (12.01%) TDD
11 46 (10.04%) Test Scripting
12 44 (9.61%) Time Management
13 43 (9.39%) Information Security
14 42 (9.17%) DSDM
14 42 (9.17%) Visualisation
15 39 (8.52%) Continuous Improvement
16 38 (8.30%) RUP
17 37 (8.08%) Mathematics
18 34 (7.42%) Open Source
Programming Languages
1 203 (44.32%) Java
2 181 (39.52%) Ruby
3 157 (34.28%) Perl
4 125 (27.29%) SQL
5 91 (19.87%) JavaScript
6 83 (18.12%) C#
6 83 (18.12%) C++
7 82 (17.90%) C
8 79 (17.25%) Bash Shell
9 55 (12.01%) PHP
9 55 (12.01%) R
10 47 (10.26%) PowerShell
10 47 (10.26%) Shell Script
11 31 (6.77%) Go
12 28 (6.11%) Scala
13 22 (4.80%) MATLAB
14 15 (3.28%) Clojure
15 10 (2.18%) Korn
16 7 (1.53%) Apple Swift
16 7 (1.53%) Objective-C
Qualifications
1 86 (18.78%) Degree
2 54 (11.79%) Security Cleared
3 48 (10.48%) DV Cleared
4 33 (7.21%) PhD
5 25 (5.46%) ISEB
5 25 (5.46%) ISTQB
6 9 (1.97%) CCNP
6 9 (1.97%) Cisco Certification
6 9 (1.97%) ISTQB Foundation Certification
7 7 (1.53%) Postgraduate
8 6 (1.31%) SC Cleared
9 5 (1.09%) AWS Certification
10 2 (0.44%) ITIL Certification
11 1 (0.22%) LPIC
11 1 (0.22%) RHCE
Quality Assurance & Compliance
1 10 (2.18%) PCI DSS
2 7 (1.53%) QA
3 6 (1.31%) SDET
4 4 (0.87%) Data Quality
5 2 (0.44%) IFRS
5 2 (0.44%) IFRS 9
6 1 (0.22%) GCP
System Software
1 69 (15.07%) VMware Infrastructure
2 57 (12.45%) Hyper-V
3 41 (8.95%) vSphere
4 35 (7.64%) Docker
4 35 (7.64%) Xen
5 33 (7.21%) Active Directory
6 32 (6.99%) XenServer
7 11 (2.40%) vCloud
8 7 (1.53%) Postfix
8 7 (1.53%) qmail
9 3 (0.66%) KVM
9 3 (0.66%) VirtualBox
10 2 (0.44%) Firmware
10 2 (0.44%) NFS
10 2 (0.44%) PowerHA
10 2 (0.44%) Varnish
11 1 (0.22%) Ceph
Systems Management
1 117 (25.55%) Puppet
2 103 (22.49%) Opscode Chef
3 68 (14.85%) Ansible
4 29 (6.33%) Cobbler
4 29 (6.33%) Tivoli
5 25 (5.46%) Terraform
6 20 (4.37%) Nagios
7 18 (3.93%) SCCM
8 14 (3.06%) Salt
9 9 (1.97%) Kibana
9 9 (1.97%) logstash
9 9 (1.97%) OpenNMS
9 9 (1.97%) RANCID
9 9 (1.97%) vMotion
10 8 (1.75%) HP Quality Center
10 8 (1.75%) Packer
11 2 (0.44%) Kubernetes
11 2 (0.44%) Rundeck
12 1 (0.22%) Mesos
12 1 (0.22%) Pacemaker
Vendors
1 87 (19.00%) Oracle
1 87 (19.00%) VMware
2 37 (8.08%) Microsoft
3 32 (6.99%) EnterpriseDB
4 26 (5.68%) Red Hat
5 24 (5.24%) Google
6 13 (2.84%) Zerto
7 12 (2.62%) Cloudera
8 11 (2.40%) HP
9 10 (2.18%) Tableau
10 9 (1.97%) Brocade
10 9 (1.97%) Cisco
10 9 (1.97%) Ericsson
10 9 (1.97%) Foundry
10 9 (1.97%) Huawei
10 9 (1.97%) Juniper
10 9 (1.97%) Veeam
10 9 (1.97%) ZyXEL
11 7 (1.53%) Hortonworks
12 4 (0.87%) SAP
Manchester, Lancashire
Informatiq Consulting
Salary: £55000 - £60000 per annum + Benefits
Posted: 6 hours ago
Manchester, Lancashire
Redrock Consulting Ltd
Salary: £30000 - £60000 per annum + Excellent benefits package
Posted: 12 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £40000 - £41000 per annum
Posted: 12 hours ago
Greater Manchester
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 3 days ago
Manchester, Southend
HM Revenue and Customs
Salary: £45,000 - £55,000 per year
Posted: Yesterday
Manchester, Lancashire
Opus Recruitment Solutions Ltd
Salary: £45000 - £60000 per annum
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £50,000 - £90,000 + Extensive benefits package
Posted: 5 days ago
Manchester, Lancashire
Department for Work and Pensions
Salary: Up to £65,490
Posted: 3 days ago
Manchester, Lancashire
Oscar
Salary: £18000 - £25000 per annum
Posted: 4 days ago
Manchester, Lancashire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + benefits
Posted: 6 days ago
Manchester, Lancashire
Agile Recruitment Ltd
Salary: uncapped bonus
Posted: 3 days ago
Manchester
Nigel Frank International
Salary: £45000 - £50000 per annum
Posted: 5 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £70,000 per annum plus benefits
Posted: 5 days ago
Manchester, Lancashire
Mortimer Spinks
Posted: 6 days ago
Altrincham, Cheshire
Owen Daniels Consultancy
Salary: Up to £45,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Digital Gurus
Salary: £35000 - £65000.00 per annum + pension, healthcare, bonuses
Posted: 3 days ago
Manchester, Lancashire
Mortimer Spinks
Posted: 6 days ago
Manchester, Lancashire
UKFast
Salary: From £18,000 to £26,000 per annum depending on experience.
Posted: 4 days ago
Manchester, Lancashire
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 6 days ago
Manchester, Lancashire
Harvey Nash plc
Salary: £50000 - £65000 per annum + bonus & benefits
Posted: 5 days ago
Manchester, Lancashire
Linux Recruit
Salary: £50000.00 - £60000 per annum
Posted: 6 days ago
Manchester, Lancashire
People Source Consulting
Salary: £58000 - £72000 per annum + bonus + benefits
Posted: 6 days ago
Manchester
Cathcart Associates
Salary: £30000 - £35000 per annum + Excellent Benefits Package
Posted: 7 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 6 days ago
Manchester
ECOM
Salary: £45000 - £70000 per annum + benefits
Posted: 17 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 11 days ago
Manchester
Applause IT Ltd
Salary: £20000 - £25000 per annum + bens
Posted: 13 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 14 days ago
Manchester
Applause IT Ltd
Salary: £20000 - £25000 per annum + bens
Posted: 13 days ago
Manchester
Bluetown Online LTD
Posted: 17 days ago