The table below looks at the statistics for Python skills in IT jobs advertised for the Salford region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Python
Manchester / Salford
Rank 6 - -
Rank change year-on-year
- 0
Permanent jobs citing Python 9 0 0
As % of all permanent IT jobs located in Salford 18.37% - -
As % of the Programming Languages category 33.33% - -
Number of salaries quoted 8 0 0
Median salary £38,250 - -
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year
- +4.65%

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Salford region.

Programming Languages Category
Salford
Permanent IT job ads with a match in the
Programming Languages category
27 12 39
As % of all permanent IT jobs located in Salford 55.10% 37.50% 63.93%
Number of salaries quoted 24 11 29
Median salary £40,000 £35,000 £38,000
Median salary % change year-on-year
+14.28% -7.89%
90% offered a salary of more than £31,600 £25,000 £34,400
10% offered a salary of more than £49,500 £43,000 £45,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Python
Jobs Demand Trend in Salford

The demand trend of job ads across the Salford region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Salford

Python
Salary Trend in Salford

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

Python Salary Trend in Salford

Python
Top 30 Related IT Skills in Salford

For the 6 months to 20 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 Salford region with a requirement for Python.

1 11 (73.33%) Linux
2 8 (53.33%) SQL
3 7 (46.67%) Perl
3 7 (46.67%) PHP
4 5 (33.33%) Disaster Recovery
4 5 (33.33%) Data Security
4 5 (33.33%) Data Modelling
4 5 (33.33%) SQL Server
4 5 (33.33%) Data Protection Act
4 5 (33.33%) Data Protection
4 5 (33.33%) Hadoop
4 5 (33.33%) Capacity Planning
4 5 (33.33%) MongoDB
4 5 (33.33%) NoSQL
4 5 (33.33%) MapReduce
4 5 (33.33%) Big Data
4 5 (33.33%) Cloudera
4 5 (33.33%) Performance Tuning
4 5 (33.33%) R
4 5 (33.33%) SQL Server 2016
4 5 (33.33%) Security Monitoring
5 4 (26.67%) Customer Engagement
5 4 (26.67%) Ruby
5 4 (26.67%) MySQL
6 3 (20.00%) Unix
6 3 (20.00%) DNS
6 3 (20.00%) Red Hat
6 3 (20.00%) Shell Script
6 3 (20.00%) Debian
6 3 (20.00%) Agile Software Development

Python
Top Related IT Skills in Salford 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 2 (13.33%) Apache
1 2 (13.33%) nginx
Cloud Services
1 2 (13.33%) GitHub
2 1 (6.67%) Amazon AWS
2 1 (6.67%) Amazon EC2
2 1 (6.67%) Amazon EMR
2 1 (6.67%) Amazon Kinesis
2 1 (6.67%) Amazon S3
2 1 (6.67%) Amazon SQS
2 1 (6.67%) AWS Lambda
2 1 (6.67%) Microsoft Azure
2 1 (6.67%) SaaS
Communications & Networking
1 3 (20.00%) DNS
2 1 (6.67%) NAS
2 1 (6.67%) OpenVPN
2 1 (6.67%) SAN
2 1 (6.67%) VPN
Database & Business Intelligence
1 5 (33.33%) Big Data
1 5 (33.33%) Hadoop
1 5 (33.33%) MongoDB
1 5 (33.33%) NoSQL
1 5 (33.33%) SQL Server
1 5 (33.33%) SQL Server 2016
2 4 (26.67%) MySQL
3 1 (6.67%) Amazon DynamoDB
Development Applications
1 2 (13.33%) Git (software)
1 2 (13.33%) Subversion
2 1 (6.67%) Atlassian Bamboo
2 1 (6.67%) Jenkins
2 1 (6.67%) Selenium
General
1 1 (6.67%) Manufacturing
1 1 (6.67%) Telecoms
Job Titles
1 6 (40.00%) Administrator
2 5 (33.33%) DBA
2 5 (33.33%) SQL DBA
3 3 (20.00%) Linux Engineer
4 2 (13.33%) Developer
4 2 (13.33%) PHP Developer
4 2 (13.33%) Product Engineer
4 2 (13.33%) Products Support Engineer
4 2 (13.33%) Senior Developer
4 2 (13.33%) Senior PHP Developer
4 2 (13.33%) Senior Support Engineer
4 2 (13.33%) Support Engineer
5 1 (6.67%) AWS DevOps
5 1 (6.67%) AWS Engineer
5 1 (6.67%) Azure DevOps
5 1 (6.67%) Azure Engineer
5 1 (6.67%) Cloud Engineer
5 1 (6.67%) Linux Systems Engineer
5 1 (6.67%) Senior Linux Systems Engineer
5 1 (6.67%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 2 (13.33%) AngularJS
1 2 (13.33%) Handlebars
1 2 (13.33%) HTML
Miscellaneous
1 5 (33.33%) Data Protection Act
2 2 (13.33%) Analytical Skills
2 2 (13.33%) Clustering
2 2 (13.33%) User Experience
3 1 (6.67%) Cyberthreat
3 1 (6.67%) iPad
Operating Systems
1 11 (73.33%) Linux
2 3 (20.00%) CentOS
2 3 (20.00%) Debian
2 3 (20.00%) Unix
3 2 (13.33%) Ubuntu
4 1 (6.67%) Solaris
Processes & Methodologies
1 5 (33.33%) Capacity Planning
1 5 (33.33%) Data Modelling
1 5 (33.33%) Data Protection
1 5 (33.33%) Data Security
1 5 (33.33%) Disaster Recovery
1 5 (33.33%) MapReduce
1 5 (33.33%) Performance Tuning
1 5 (33.33%) Security Monitoring
2 4 (26.67%) Customer Engagement
3 3 (20.00%) Agile Software Development
4 2 (13.33%) API Development
4 2 (13.33%) MVC
4 2 (13.33%) Open Source
5 1 (6.67%) Automation Testing
5 1 (6.67%) Cybersecurity
5 1 (6.67%) DevOps
5 1 (6.67%) ERP
5 1 (6.67%) High Availability
5 1 (6.67%) ITIL
5 1 (6.67%) Mentoring
Programming Languages
1 8 (53.33%) SQL
2 7 (46.67%) Perl
2 7 (46.67%) PHP
3 5 (33.33%) R
4 4 (26.67%) Ruby
5 3 (20.00%) Shell Script
6 2 (13.33%) Bash Shell
6 2 (13.33%) JavaScript
Qualifications
1 1 (6.67%) ISEB
1 1 (6.67%) ISTQB
1 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 1 (6.67%) ISO/IEC 27001
System Software
1 2 (13.33%) Postfix
1 2 (13.33%) qmail
2 1 (6.67%) VMware Infrastructure
Systems Management
1 2 (13.33%) Nagios
2 1 (6.67%) Opscode Chef
2 1 (6.67%) Puppet
Vendors
1 5 (33.33%) Cloudera
2 3 (20.00%) Red Hat
3 2 (13.33%) VMware
4 1 (6.67%) Cisco
4 1 (6.67%) Google
4 1 (6.67%) NetApp