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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Python
North West / Manchester
Rank 36 77 133
Rank change year-on-year
+41 +56
Permanent jobs citing Python 247 98 63
As % of all permanent IT jobs located in Manchester 6.77% 3.12% 1.64%
As % of the Programming Languages category 11.20% 6.38% 3.17%
Number of salaries quoted 217 67 57
Median salary £47,500 £45,000 £38,000
Median salary % change year-on-year
+5.55% +18.42%
90% offered a salary of more than £31,600 £35,000 £27,500
10% offered a salary of more than £70,000 £62,500 £50,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
2206 1536 1986
As % of all permanent IT jobs located in Manchester 60.45% 48.87% 51.75%
Number of salaries quoted 1937 1329 1776
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 £28,500 £27,500
10% offered a salary of more than £60,000 £50,000 £57,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 17 January 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 17 January 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
Rochdale - 18 £51,000 - 1
Stockport +5 10 £33,500 -44.16% 3
Salford - 9 £38,250 -
Altrincham - 8 £41,500 - 1
Cheadle +17 2 - -
Oldham - 2 £20,000 - 1
Bury - 2 £41,250 -
Python
North West

Python
Top 30 Related IT Skills in Manchester

For the 6 months to 17 January 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.

1 197 (48.17%) Agile Software Development
2 170 (41.56%) Java
3 160 (39.12%) Ruby
4 153 (37.41%) Perl
4 153 (37.41%) Linux
5 137 (33.50%) SQL
6 134 (32.76%) DevOps
7 119 (29.10%) Puppet
8 111 (27.14%) Scrum
9 100 (24.45%) Continuous Integration
10 98 (23.96%) Opscode Chef
11 96 (23.47%) Big Data
12 93 (22.74%) Analytics
13 91 (22.25%) Configuration Management
14 88 (21.52%) Amazon AWS
15 80 (19.56%) HTML
16 76 (18.58%) Oracle
17 75 (18.34%) JavaScript
18 73 (17.85%) MySQL
18 73 (17.85%) VMware
19 72 (17.60%) Hadoop
20 69 (16.87%) Bash Shell
21 68 (16.63%) Software Engineering
22 67 (16.38%) C#
23 65 (15.89%) Degree
23 65 (15.89%) Jenkins
24 64 (15.65%) C++
25 63 (15.40%) C
25 63 (15.40%) PHP
25 63 (15.40%) 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 53 (12.96%) Apache Spark
2 44 (10.76%) OpenStack
3 36 (8.80%) Elasticsearch
4 33 (8.07%) Apache Pig
5 32 (7.82%) WebLogic
6 31 (7.58%) CloudStack
6 31 (7.58%) SAS
7 27 (6.60%) JBoss
8 26 (6.36%) WebSphere
9 19 (4.65%) Apache
10 16 (3.91%) nginx
11 12 (2.93%) IIS
12 11 (2.69%) Tomcat
13 7 (1.71%) Apache Solr
13 7 (1.71%) Jetty
14 4 (0.98%) Confluence
15 1 (0.24%) Cloud Foundry
15 1 (0.24%) WebSphere Application Server
Applications
1 19 (4.65%) SPSS
2 17 (4.16%) Stata
3 7 (1.71%) MS Excel
4 4 (0.98%) S-PLUS
5 3 (0.73%) HipChat
6 1 (0.24%) Maya
6 1 (0.24%) MODO
Business Applications
1 4 (0.98%) SAP Oil and Gas
2 1 (0.24%) Oracle ERP
2 1 (0.24%) Oracle Financials
Cloud Services
1 88 (21.52%) Amazon AWS
2 25 (6.11%) Amazon EC2
3 22 (5.38%) Microsoft Azure
4 18 (4.40%) Amazon S3
4 18 (4.40%) AWS CloudFormation
5 15 (3.67%) GitHub
6 8 (1.96%) Office 365
7 7 (1.71%) SaaS
8 5 (1.22%) AWS Lambda
8 5 (1.22%) PaaS
9 4 (0.98%) Amazon CloudWatch
9 4 (0.98%) Amazon ELB
9 4 (0.98%) Amazon EMR
9 4 (0.98%) AWS Elastic Beanstalk
9 4 (0.98%) Virtual Private Cloud
10 3 (0.73%) IaaS
11 2 (0.49%) Azure Machine Learning
11 2 (0.49%) Cloud Computing
11 2 (0.49%) Firebase
11 2 (0.49%) TestFlight
Communications & Networking
1 53 (12.96%) Firewall
2 41 (10.02%) Internet
3 26 (6.36%) WAN
4 21 (5.13%) DNS
5 19 (4.65%) Broadband
6 14 (3.42%) Asterisk PBX
6 14 (3.42%) Ethernet
6 14 (3.42%) IPv6
6 14 (3.42%) TACACS
6 14 (3.42%) VoIP
6 14 (3.42%) Wi-Fi
7 8 (1.96%) TCP/IP
8 6 (1.47%) IPsec
9 5 (1.22%) Kerberos
10 4 (0.98%) SAN
10 4 (0.98%) Skype
11 3 (0.73%) HTTP
12 2 (0.49%) SMTP
12 2 (0.49%) SS7
12 2 (0.49%) VPN
Database & Business Intelligence
1 96 (23.47%) Big Data
2 73 (17.85%) MySQL
3 72 (17.60%) Hadoop
4 55 (13.45%) Relational Database
5 54 (13.20%) MongoDB
6 43 (10.51%) SQL Server
7 42 (10.27%) NoSQL
8 40 (9.78%) RDBMS
9 34 (8.31%) Apache Hive
10 28 (6.85%) Data Mining
11 14 (3.42%) Apache Cassandra
11 14 (3.42%) PostgreSQL
12 11 (2.69%) Amazon Redshift
12 11 (2.69%) Data Warehouse
13 10 (2.44%) Redis
14 7 (1.71%) Couchbase
14 7 (1.71%) Oracle Database
14 7 (1.71%) Riak
15 5 (1.22%) SQL Server 2016
15 5 (1.22%) SQL Server Analysis Services
Development Applications
1 65 (15.89%) Jenkins
2 62 (15.16%) Git (software)
3 41 (10.02%) Selenium
4 39 (9.54%) Cucumber
5 23 (5.62%) Atlassian Bamboo
6 18 (4.40%) Subversion
7 17 (4.16%) JIRA
7 17 (4.16%) TeamCity
8 14 (3.42%) JUnit
9 13 (3.18%) Hudson
10 10 (2.44%) Maven
10 10 (2.44%) Team Foundation Server
11 9 (2.20%) Ant
12 8 (1.96%) GoCD
12 8 (1.96%) Gradle
13 7 (1.71%) ClearCase
14 6 (1.47%) Mercurial
14 6 (1.47%) Octopus Deploy
14 6 (1.47%) Travis CI
15 5 (1.22%) GitLab
General
1 29 (7.09%) Retail
2 28 (6.85%) Military
3 27 (6.60%) Finance
4 20 (4.89%) Marketing
5 17 (4.16%) Banking
5 17 (4.16%) Telecoms
6 8 (1.96%) Manufacturing
7 6 (1.47%) Electronics
8 5 (1.22%) Games
9 4 (0.98%) Legal
10 3 (0.73%) Aerospace
11 2 (0.49%) Publishing
12 1 (0.24%) Law
Job Titles
1 100 (24.45%) Developer
2 61 (14.91%) DevOps Engineer
3 44 (10.76%) Software Engineer
4 41 (10.02%) Data Scientist
5 39 (9.54%) Software Developer
6 31 (7.58%) Java Developer
6 31 (7.58%) Linux Engineer
7 24 (5.87%) Test Engineer
8 21 (5.13%) Support Engineer
9 20 (4.89%) AWS Engineer
9 20 (4.89%) Java Software Developer
9 20 (4.89%) Senior Developer
10 19 (4.65%) Analyst
11 17 (4.16%) Junior
11 17 (4.16%) Lead Developer
12 16 (3.91%) Architect
12 16 (3.91%) Developer/Software Engineer
12 16 (3.91%) Linux Support
13 15 (3.67%) Designer
13 15 (3.67%) Senior Support Engineer
Libraries, Frameworks & Software Standards
1 80 (19.56%) HTML
2 54 (13.20%) CSS
3 46 (11.25%) Web Services
4 45 (11.00%) .NET
5 42 (10.27%) AngularJS
6 41 (10.02%) CSS3
7 40 (9.78%) HTML5
8 39 (9.54%) Node.js
9 33 (8.07%) Java EE
10 31 (7.58%) jQuery
11 29 (7.09%) Spring
12 27 (6.60%) Hibernate
13 26 (6.36%) Middleware
14 25 (6.11%) Apache Camel
15 21 (5.13%) LAMP
16 20 (4.89%) Django
17 11 (2.69%) XML
18 10 (2.44%) Gherkin
19 9 (2.20%) React
19 9 (2.20%) REST
Miscellaneous
1 34 (8.31%) Statistics
1 34 (8.31%) Visualisation
2 30 (7.33%) Computer Science
3 29 (7.09%) Algorithms
4 23 (5.62%) Analytical Skills
4 23 (5.62%) Mathematics
5 13 (3.18%) Neural Network
5 13 (3.18%) PKI
6 11 (2.69%) Physics
7 8 (1.96%) Cyberthreat
8 7 (1.71%) Clustering
8 7 (1.71%) Cyber Defence
8 7 (1.71%) Data Integration
9 5 (1.22%) CUDA
9 5 (1.22%) Data Protection Act
10 4 (0.98%) Credit Risk
10 4 (0.98%) Data Extraction
10 4 (0.98%) Data Structures
10 4 (0.98%) mHealth
10 4 (0.98%) Mobile App
Operating Systems
1 153 (37.41%) Linux
2 63 (15.40%) Windows
3 41 (10.02%) Unix
4 16 (3.91%) Windows Server
5 14 (3.42%) Red Hat Enterprise Linux
6 12 (2.93%) Android
6 12 (2.93%) Apple iOS
7 11 (2.69%) CentOS
7 11 (2.69%) Windows Server 2008
7 11 (2.69%) Windows Server 2012
8 9 (2.20%) Debian
9 7 (1.71%) Ubuntu
10 2 (0.49%) Solaris
11 1 (0.24%) Fedora
Processes & Methodologies
1 197 (48.17%) Agile Software Development
2 134 (32.76%) DevOps
3 111 (27.14%) Scrum
4 100 (24.45%) Continuous Integration
5 93 (22.74%) Analytics
6 91 (22.25%) Configuration Management
7 68 (16.63%) Software Engineering
8 55 (13.45%) Data Analytics
9 52 (12.71%) Machine Learning
10 47 (11.49%) SDLC
11 43 (10.51%) TDD
12 38 (9.29%) Continuous Improvement
12 38 (9.29%) DSDM
13 37 (9.05%) Time Management
14 35 (8.56%) Information Security
15 34 (8.31%) RUP
16 32 (7.82%) Open Source
16 32 (7.82%) Test Scripting
17 31 (7.58%) Business Intelligence
17 31 (7.58%) Mentoring
Programming Languages
1 170 (41.56%) Java
2 160 (39.12%) Ruby
3 153 (37.41%) Perl
4 137 (33.50%) SQL
5 75 (18.34%) JavaScript
6 69 (16.87%) Bash Shell
7 67 (16.38%) C#
8 64 (15.65%) C++
9 63 (15.40%) C
9 63 (15.40%) PHP
10 61 (14.91%) R
11 50 (12.22%) Shell Script
12 37 (9.05%) PowerShell
13 25 (6.11%) Scala
14 22 (5.38%) Go
14 22 (5.38%) MATLAB
15 9 (2.20%) Clojure
16 7 (1.71%) Groovy
17 6 (1.47%) IronPython
17 6 (1.47%) T-SQL
Qualifications
1 65 (15.89%) Degree
2 46 (11.25%) Security Cleared
3 42 (10.27%) DV Cleared
4 26 (6.36%) PhD
5 19 (4.65%) ISEB
5 19 (4.65%) ISTQB
6 13 (3.18%) CCNP
6 13 (3.18%) Cisco Certification
7 6 (1.47%) ISTQB Foundation Certification
7 6 (1.47%) SC Cleared
8 1 (0.24%) LPIC
8 1 (0.24%) Postgraduate
8 1 (0.24%) RHCE
Quality Assurance & Compliance
1 15 (3.67%) PCI DSS
2 7 (1.71%) QA
3 6 (1.47%) SDET
4 4 (0.98%) Data Quality
5 2 (0.49%) ISO/IEC 27001
6 1 (0.24%) GCP
System Software
1 56 (13.69%) VMware Infrastructure
2 49 (11.98%) Hyper-V
3 42 (10.27%) vSphere
4 40 (9.78%) Active Directory
5 33 (8.07%) Xen
6 31 (7.58%) XenServer
7 22 (5.38%) Docker
8 13 (3.18%) vCloud
9 5 (1.22%) Postfix
9 5 (1.22%) qmail
10 3 (0.73%) VirtualBox
11 2 (0.49%) Firmware
11 2 (0.49%) PowerHA
11 2 (0.49%) Varnish
12 1 (0.24%) Ceph
12 1 (0.24%) KVM
Systems Management
1 119 (29.10%) Puppet
2 98 (23.96%) Opscode Chef
3 55 (13.45%) Ansible
4 28 (6.85%) Cobbler
5 27 (6.60%) Tivoli
6 25 (6.11%) SCCM
7 21 (5.13%) Nagios
8 14 (3.42%) OpenNMS
8 14 (3.42%) RANCID
9 13 (3.18%) Terraform
10 12 (2.93%) Salt
11 11 (2.69%) vMotion
12 7 (1.71%) Kibana
12 7 (1.71%) logstash
13 5 (1.22%) HP Quality Center
14 2 (0.49%) Packer
14 2 (0.49%) Rundeck
15 1 (0.24%) HAProxy
15 1 (0.24%) Kubernetes
15 1 (0.24%) Pacemaker
Vendors
1 76 (18.58%) Oracle
2 73 (17.85%) VMware
3 43 (10.51%) Microsoft
4 31 (7.58%) EnterpriseDB
5 17 (4.16%) Red Hat
6 16 (3.91%) Cisco
7 15 (3.67%) Zerto
8 14 (3.42%) Brocade
8 14 (3.42%) Cloudera
8 14 (3.42%) Ericsson
8 14 (3.42%) Foundry
8 14 (3.42%) Huawei
8 14 (3.42%) Juniper
8 14 (3.42%) ZyXEL
9 11 (2.69%) Veeam
10 10 (2.44%) Google
11 8 (1.96%) Hortonworks
12 7 (1.71%) Tableau
13 5 (1.22%) HP
14 4 (0.98%) SAP
Manchester, Lancashire
Oscar
Salary: £30000 - £35000 per annum
Posted: 9 hours ago
Greater Manchester
Opus Recruitment Solutions Ltd
Salary: £30000 - £35000 per annum
Posted: 1 hour ago
Manchester, Lancashire
Parallel Consulting
Salary: £65000 - £81000 per annum + Generous benefits package
Posted: 8 hours ago
Manchester, Lancashire
Digital Gurus
Salary: £35000 - £65000.00 per annum + pension, healthcare, bonuses
Posted: 8 hours ago
Greater Manchester
ANSON MCCADE
Salary: £50,000 - £80,000 + extensive benefits package
Posted: 23 hours ago
Manchester, Lancashire
Opus Recruitment Solutions Ltd
Posted: Yesterday
Manchester, Lancashire
Joseph Harry Ltd
Salary: Benefits + Pension
Posted: Yesterday
Manchester, Lancashire
Energon People
Salary: £57000 - £81000.00 per annum + Amazing Package
Posted: Yesterday
Manchester, Lancashire
Joseph Harry Ltd
Salary: Benefits + Pension
Posted: Yesterday
Stockport, Cheshire
Harvey Nash plc
Posted: Yesterday
Manchester, Lancashire
Rutherford Grant Recruitment
Salary: £30000.00 - £45000.00 per annum
Posted: Yesterday
Manchester, Lancashire
The Bridge Ltd
Salary: From £35,000 to £55,000 per annum + excellent benefits package
Posted: Yesterday
Manchester, Lancashire
Energon People
Salary: £40000 - £61000.00 per annum + Amazing Package
Posted: Yesterday
Manchester, Lancashire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + benefits
Posted: 6 days ago
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £55000 Per Annum
Posted: 2 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 days ago
Manchester, Lancashire
Informatiq Consulting
Salary: £55000 - £60000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 4 days ago
Manchester
ECOM
Salary: £45000 - £70000 per annum + benefits
Posted: 8 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £70,000 per annum plus benefits
Posted: 6 days ago
Manchester, Lancashire
Oscar
Salary: £30000 - £38000 per annum
Posted: 6 days ago
Manchester, Lancashire
Jagger Talent
Salary: From £35,000 to £40,000 per annum
Posted: 5 days ago
Manchester, Lancashire
Redrock Consulting Ltd
Salary: £30000 - £50000 per annum + Excellent progression opportunities
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive Base Salary with pension, bonus and other
Posted: 6 days ago
Manchester
Call Centre Associates
Salary: £55000 - £100000 per annum + Benefits
Posted: 7 days ago
Manchester, Lancashire
Parallel Consulting
Salary: £50000 - £71000 per annum + Generous bonus and benefits package
Posted: 6 days ago
Manchester, Lancashire
Austin Fraser
Salary: £45000.00 - £55000.00 per annum + Bens
Posted: 6 days ago
Oldham, Lancashire
Innovative Technology Limited
Salary: Highly-competitive and negotiable, depending on experience
Posted: 5 days ago
Stockport
Applause IT Ltd
Salary: £35000 - £42000 per annum + bens
Posted: 11 days ago
Stockport, Cheshire
Net Recruit.co.uk Ltd
Salary: Negotiable (Dependent on Experience)
Posted: 6 days ago