The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 23 April 2017 with a comparison to the same period in the previous 2 years.

Python
North West / Manchester
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 39 83 126
Rank change year-on-year +44 +43  
Permanent jobs citing Python 268 108 73
As % of all permanent IT jobs advertised in Manchester 6.68% 3.10% 1.99%
As % of the Programming Languages category 11.15% 5.83% 3.74%
Number of salaries quoted 208 86 60
Median salary £47,500 £45,000 £37,500
Median salary % change year-on-year +5.55% +20.00%  
90% offered a salary of more than £30,000 £32,500 £26,500
10% offered a salary of more than £70,000 £51,250 £52,750
UK excluding London median salary £45,000 £45,000 £45,000

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for programming language skills.

Programming Language Skills
Manchester
Permanent job vacancies with a requirement for programming language skills 2404 1851 1954
As % of all permanent IT job vacancies advertised in Manchester 59.94% 53.20% 53.18%
Number of salaries quoted 2072 1587 1708
Median salary £42,000 £42,500 £37,500
Median salary % change year-on-year -1.17% +13.33%  
90% offered a salary of more than £30,000 £27,500 £26,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year +1.21% +2.50%  

Python
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Manchester

Python
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Manchester.

Salary trend for Python in Manchester

Python
Salary Histogram in Manchester

The salary distribution of IT jobs citing Python in Manchester over the 3 months to 23 April 2017.

Salary histogram for Python 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 April 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
Oldham -16 9 £47,500 - 1
Stockport -9 8 £33,750 -28.94% 1
Bolton -3 7 £23,500 -
Salford -9 3 £32,500 - 1
Rochdale - 3 £46,000 -
Cheadle - 2 - - 1
Bury - 1 £55,000 -
Python
North West

For the 6 months to 23 April 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.

1 255 (49.71%) Agile Software Development
2 234 (45.61%) Java
3 211 (41.13%) Ruby
4 199 (38.79%) Linux
5 195 (38.01%) DevOps
6 132 (25.73%) Puppet
7 130 (25.34%) Perl
8 125 (24.37%) Opscode Chef
9 120 (23.39%) SQL
10 119 (23.20%) Scrum
11 110 (21.44%) C++
12 109 (21.25%) Continuous Integration
13 104 (20.27%) Big Data
14 103 (20.08%) Degree
15 98 (19.10%) Amazon AWS
16 97 (18.91%) Bash Shell
17 94 (18.32%) C#
17 94 (18.32%) JavaScript
18 90 (17.54%) C
19 89 (17.35%) Jenkins
20 88 (17.15%) Oracle
21 85 (16.57%) Software Engineering
21 85 (16.57%) Ansible
22 84 (16.37%) Configuration Management
23 82 (15.98%) Analytics
24 81 (15.79%) Hadoop
25 80 (15.59%) HTML
26 79 (15.40%) MySQL
26 79 (15.40%) VMware
27 73 (14.23%) Windows

Python
Co-occurring 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 73 (14.23%) Apache Spark
2 53 (10.33%) OpenStack
3 37 (7.21%) Elasticsearch
4 35 (6.82%) Apache Pig
5 33 (6.43%) CloudStack
6 26 (5.07%) Apache
7 21 (4.09%) SAS
8 20 (3.90%) WebLogic
9 19 (3.70%) nginx
10 15 (2.92%) Tomcat
11 14 (2.73%) Confluence
12 11 (2.14%) WebSphere
13 10 (1.95%) JBoss
14 8 (1.56%) Jetty
15 7 (1.36%) OpenEdge
16 6 (1.17%) Apache Solr
17 5 (0.97%) IIS
18 2 (0.39%) Apache Airflow
18 2 (0.39%) Cloud Foundry
18 2 (0.39%) WebSphere Application Server
Applications
1 12 (2.34%) Stata
2 8 (1.56%) SPSS
3 6 (1.17%) Microsoft Excel
4 4 (0.78%) HipChat
5 3 (0.58%) S-PLUS
6 2 (0.39%) Microsoft Office
6 2 (0.39%) Spreadsheet
7 1 (0.19%) Maya
7 1 (0.19%) Microsoft PowerPoint
7 1 (0.19%) MODO
7 1 (0.19%) Photoshop
Business Applications
1 20 (3.90%) SAP Oil and Gas
2 2 (0.39%) Sage 200
3 1 (0.19%) SAP InfiniteInsight
Cloud Services
1 98 (19.10%) Amazon AWS
2 40 (7.80%) Microsoft Azure
3 24 (4.68%) AWS CloudFormation
4 23 (4.48%) Amazon EC2
5 20 (3.90%) Google Cloud Platform
6 15 (2.92%) Amazon S3
7 10 (1.95%) Amazon Kinesis
8 9 (1.75%) Amazon SQS
8 9 (1.75%) GitHub
9 6 (1.17%) AWS Lambda
9 6 (1.17%) OpenShift
10 5 (0.97%) Amazon EMR
10 5 (0.97%) PaaS
11 4 (0.78%) Google Analytics
11 4 (0.78%) IaaS
12 3 (0.58%) Amazon ElastiCache
12 3 (0.58%) Amazon ELB
12 3 (0.58%) SaaS
13 2 (0.39%) Firebase
14 1 (0.19%) Azure Machine Learning
Communications & Networking
1 23 (4.48%) Internet
2 18 (3.51%) DNS
3 17 (3.31%) Firewall
4 15 (2.92%) WAN
5 13 (2.53%) HTTP
5 13 (2.53%) Kerberos
6 8 (1.56%) TCP/IP
7 7 (1.36%) SAN
7 7 (1.36%) Skype
8 6 (1.17%) Asterisk PBX
8 6 (1.17%) Broadband
8 6 (1.17%) SSL
8 6 (1.17%) VoIP
9 5 (0.97%) Ethernet
9 5 (0.97%) IPv6
9 5 (0.97%) TACACS
9 5 (0.97%) Wi-Fi
10 4 (0.78%) RS-232
11 2 (0.39%) tcpdump
12 1 (0.19%) AMQP
Database & Business Intelligence
1 104 (20.27%) Big Data
2 81 (15.79%) Hadoop
3 79 (15.40%) MySQL
4 62 (12.09%) Relational Database
5 40 (7.80%) MongoDB
6 36 (7.02%) Apache Hive
7 34 (6.63%) SQL Server
8 33 (6.43%) RDBMS
9 29 (5.65%) NoSQL
10 18 (3.51%) Data Mining
11 14 (2.73%) Apache Cassandra
11 14 (2.73%) Redis
12 12 (2.34%) PostgreSQL
13 8 (1.56%) Data Warehouse
14 7 (1.36%) Couchbase
14 7 (1.36%) Riak
15 6 (1.17%) QlikView
15 6 (1.17%) Spotfire
16 5 (0.97%) Amazon Redshift
17 3 (0.58%) Oracle Database
Development Applications
1 89 (17.35%) Jenkins
2 62 (12.09%) Selenium
3 59 (11.50%) Cucumber
4 46 (8.97%) Atlassian Bamboo
4 46 (8.97%) Git (software)
5 34 (6.63%) JIRA
6 25 (4.87%) TeamCity
7 22 (4.29%) JUnit
8 20 (3.90%) GoCD
9 16 (3.12%) Hudson
10 14 (2.73%) JMeter
10 14 (2.73%) LoadRunner
11 13 (2.53%) Subversion
12 12 (2.34%) Sonatype Nexus
12 12 (2.34%) Team Foundation Server
13 10 (1.95%) Octopus Deploy
14 9 (1.75%) ClearCase
14 9 (1.75%) EasyMock
14 9 (1.75%) Maven
15 8 (1.56%) Ant
General
1 39 (7.60%) Finance
2 38 (7.41%) Marketing
3 35 (6.82%) Retail
4 28 (5.46%) Electronics
5 27 (5.26%) Military
5 27 (5.26%) Telecoms
6 26 (5.07%) Manufacturing
7 15 (2.92%) Games
8 13 (2.53%) Banking
9 7 (1.36%) Legal
10 5 (0.97%) Advertising
11 4 (0.78%) Aerospace
12 1 (0.19%) Law
Job Titles
1 142 (27.68%) Developer
2 83 (16.18%) DevOps Engineer
3 59 (11.50%) Software Developer
4 56 (10.92%) Java Developer
5 51 (9.94%) Software Engineer
6 42 (8.19%) Linux Engineer
7 39 (7.60%) Data Scientist
7 39 (7.60%) Java Software Developer
8 33 (6.43%) Analyst
9 32 (6.24%) Platform Engineer
10 29 (5.65%) Test Engineer
11 26 (5.07%) Architect
11 26 (5.07%) Developer/Software Engineer
11 26 (5.07%) Senior Developer
12 25 (4.87%) Java Engineer
13 24 (4.68%) Java Software Engineer
14 22 (4.29%) Python Developer
15 21 (4.09%) Test Analyst
16 20 (3.90%) Tester
17 19 (3.70%) Support Engineer
Libraries, Frameworks & Software Standards
1 80 (15.59%) HTML
2 56 (10.92%) CSS
3 49 (9.55%) .NET
4 47 (9.16%) Spring
5 43 (8.38%) Java EE
6 38 (7.41%) AngularJS
6 38 (7.41%) Node.js
7 37 (7.21%) Web Services
8 36 (7.02%) HTML5
9 34 (6.63%) CSS3
10 33 (6.43%) Hibernate
11 30 (5.85%) jQuery
11 30 (5.85%) Middleware
12 29 (5.65%) Apache Camel
13 19 (3.70%) Django
14 18 (3.51%) LAMP
15 17 (3.31%) RabbitMQ
16 14 (2.73%) Gherkin
17 13 (2.53%) XML
18 12 (2.34%) JSON
Miscellaneous
1 51 (9.94%) Analytical Skills
2 48 (9.36%) Computer Science
3 28 (5.46%) Algorithms
4 24 (4.68%) Greenfield Project
5 18 (3.51%) PKI
6 14 (2.73%) Clustering
7 11 (2.14%) Cyberthreat
7 11 (2.14%) Public Cloud
8 9 (1.75%) iPad
9 7 (1.36%) Data Structures
9 7 (1.36%) mHealth
9 7 (1.36%) Mobile App
9 7 (1.36%) Wiki
10 5 (0.97%) 3D Graphics
10 5 (0.97%) User Experience
11 4 (0.78%) Blog
12 3 (0.58%) Animation
12 3 (0.58%) Cyber Defence
12 3 (0.58%) Enterprise Software
12 3 (0.58%) Linux Command Line
Operating Systems
1 199 (38.79%) Linux
2 73 (14.23%) Windows
3 63 (12.28%) Unix
4 31 (6.04%) Red Hat Enterprise Linux
5 29 (5.65%) CentOS
6 15 (2.92%) Ubuntu
7 13 (2.53%) Android
7 13 (2.53%) Apple iOS
8 12 (2.34%) Debian
9 8 (1.56%) Windows Server
10 6 (1.17%) Solaris
10 6 (1.17%) Windows Server 2008
10 6 (1.17%) Windows Server 2012
11 3 (0.58%) HPUX
11 3 (0.58%) SUSE
12 1 (0.19%) Data ONTAP
12 1 (0.19%) Fedora
12 1 (0.19%) FreeBSD
Processes & Methodologies
1 255 (49.71%) Agile Software Development
2 195 (38.01%) DevOps
3 119 (23.20%) Scrum
4 109 (21.25%) Continuous Integration
5 85 (16.57%) Software Engineering
6 84 (16.37%) Configuration Management
7 82 (15.98%) Analytics
8 69 (13.45%) Machine Learning
9 65 (12.67%) TDD
10 58 (11.31%) SDLC
11 57 (11.11%) Test Scripting
12 55 (10.72%) Data Analytics
13 46 (8.97%) Open Source
14 42 (8.19%) Time Management
15 41 (7.99%) BDD
15 41 (7.99%) Mathematics
16 40 (7.80%) DSDM
16 40 (7.80%) Visualisation
17 38 (7.41%) RUP
18 37 (7.21%) Information Security
Programming Languages
1 234 (45.61%) Java
2 211 (41.13%) Ruby
3 130 (25.34%) Perl
4 120 (23.39%) SQL
5 110 (21.44%) C++
6 97 (18.91%) Bash Shell
7 94 (18.32%) C#
7 94 (18.32%) JavaScript
8 90 (17.54%) C
9 55 (10.72%) PHP
10 49 (9.55%) Shell Script
11 46 (8.97%) R
12 40 (7.80%) PowerShell
13 32 (6.24%) Go
14 28 (5.46%) Scala
15 21 (4.09%) MATLAB
16 15 (2.92%) Clojure
17 10 (1.95%) Korn
18 7 (1.36%) Apple Swift
18 7 (1.36%) Objective-C
Qualifications
1 103 (20.08%) Degree
2 58 (11.31%) Security Cleared
3 47 (9.16%) DV Cleared
4 39 (7.60%) PhD
5 37 (7.21%) ISEB
5 37 (7.21%) ISTQB
6 13 (2.53%) ISTQB Foundation Certification
7 7 (1.36%) AWS Certification
7 7 (1.36%) Postgraduate
8 5 (0.97%) CCNP
8 5 (0.97%) Cisco Certification
9 3 (0.58%) ITIL Certification
10 2 (0.39%) HND
10 2 (0.39%) SC Cleared
Quality Assurance & Compliance
1 20 (3.90%) QA
2 7 (1.36%) PCI DSS
3 6 (1.17%) SDET
4 5 (0.97%) GCP
5 2 (0.39%) Data Quality
6 1 (0.19%) ISO/IEC 27001
System Software
1 59 (11.50%) VMware Infrastructure
2 55 (10.72%) Docker
3 48 (9.36%) Hyper-V
4 37 (7.21%) vSphere
5 35 (6.82%) Xen
6 32 (6.24%) XenServer
7 18 (3.51%) Active Directory
8 7 (1.36%) Firmware
8 7 (1.36%) Postfix
8 7 (1.36%) PowerHA
8 7 (1.36%) qmail
9 5 (0.97%) vCloud
10 4 (0.78%) HDFS
10 4 (0.78%) KVM
11 3 (0.58%) NFS
12 2 (0.39%) VirtualBox
13 1 (0.19%) OpenSIPS
13 1 (0.19%) Varnish
Systems Management
1 132 (25.73%) Puppet
2 125 (24.37%) Opscode Chef
3 85 (16.57%) Ansible
4 34 (6.63%) Terraform
5 31 (6.04%) Cobbler
5 31 (6.04%) Tivoli
6 21 (4.09%) Nagios
7 15 (2.92%) Salt
8 13 (2.53%) HP Quality Center
9 9 (1.75%) Kubernetes
10 8 (1.56%) Mesos
10 8 (1.56%) Packer
10 8 (1.56%) SCCM
11 7 (1.36%) Kibana
11 7 (1.36%) logstash
12 5 (0.97%) CFEngine
12 5 (0.97%) OpenNMS
12 5 (0.97%) RANCID
13 3 (0.58%) vCenter Server
13 3 (0.58%) vMotion
Vendors
1 88 (17.15%) Oracle
2 79 (15.40%) VMware
3 44 (8.58%) Google
4 43 (8.38%) Red Hat
5 32 (6.24%) EnterpriseDB
6 22 (4.29%) SAP
7 18 (3.51%) HP
8 16 (3.12%) Microsoft
9 11 (2.14%) Tableau
10 9 (1.75%) Atlassian
11 8 (1.56%) Cloudera
11 8 (1.56%) Foundry
12 7 (1.36%) Cisco
12 7 (1.36%) Veritas
13 6 (1.17%) Brocade
13 6 (1.17%) Veeam
13 6 (1.17%) Zerto
14 5 (0.97%) Huawei
14 5 (0.97%) Rackspace
14 5 (0.97%) ZyXEL
Manchester, Lancashire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + benefits
Posted: 3 days ago
Manchester, Lancashire
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: Yesterday
Manchester, Lancashire
Candour Solutions
Salary: From £40,000 to £60,000 per annum Excellent Bens
Posted: Yesterday
Manchester, Lancashire
Bright Executive Recruitment
Salary: £30000 - £60000 per annum + Additional Benefits
Posted: 4 days ago
Manchester, Lancashire
TEKsystems
Salary: £35000 - £45000 per annum + Package
Posted: 4 days ago
Cheadle, Cheshire
Evolution Recruitment Solutions
Salary: Competitive Salary - Please contact for details
Posted: 4 days ago
Manchester, Lancashire
Candour Solutions
Salary: Outstanding + Bens
Posted: Yesterday
Manchester, Lancashire
Mortimer Spinks
Posted: 4 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £60,000 per annum plus excellent benefits
Posted: 3 days ago
Manchester, Lancashire
Interaction Recruitment PLC
Salary: £45k - 55k per year
Posted: 4 days ago
Manchester, Lancashire
Amsource Technology Ltd
Salary: From £40,000 to £60,000 per annum plus benefits
Posted: 2 days ago
Greater Manchester
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Manchester, Lancashire
People Source Consulting
Salary: £40000 - £52000 per annum + bonus + benefits
Posted: 2 days ago
Manchester, Lancashire
Sanderson
Salary: £45000 - £85000 per annum + bonus + benefits
Posted: 3 days ago
Manchester, Lancashire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000
Posted: 5 days ago
Oldham, Lancashire
2M Employment Solutions
Salary: £40000.00 per annum
Posted: 4 days ago
Manchester, Lancashire
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + benefits
Posted: 3 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £30000.00 - £47000.00 per annum
Posted: 2 days ago
Manchester, Lancashire
EMBS Ltd
Salary: £45k - 60k per year + benefits
Posted: Yesterday
Manchester, Lancashire
Candour Solutions
Salary: Up to £60,000 per annum + Excellent Benefits
Posted: 5 days ago
Manchester, Lancashire
Candour Solutions
Salary: Up to £60,000 per annum + Excellent Benefits
Posted: 5 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 5 days ago
Manchester, Lancashire
Digital Gurus
Salary: £30000 - £65000.00 per annum + pension, healthcare, bonuses
Posted: 5 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £44000.00 per annum + Excellent Benefits
Posted: 3 days ago
Manchester, Lancashire
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + benefits
Posted: 5 days ago
Manchester, Lancashire
UKFast
Salary: From £18,000 to £26,000 per annum depending on experience.
Posted: 17 days ago
Manchester, Lancashire
Car finance 247
Salary: £30k - 40k per year + Benefits
Posted: 19 days ago
Manchester, Lancashire
UKFast
Salary: From £25,000 to £40,000 per annum depending on experience.
Posted: 17 days ago
Manchester, Lancashire
Invosys
Salary: Competitive Salary - Dependant on experience
Posted: 25 days ago