The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 29 June 2017 with a comparison to the same period in the previous 2 years.

Python
Merseyside / Liverpool
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 48 40 36
Rank change year-on-year -8 -4  
Permanent jobs citing Python 5 17 15
As % of all permanent IT jobs advertised in Liverpool 1.32% 4.19% 3.69%
As % of the Programming Languages category 2.18% 9.19% 7.32%
Number of salaries quoted 4 15 5
Median salary £49,500 £37,500 £32,000
Median salary % change year-on-year +32.00% +17.18%  
90% offered a salary of more than £32,125 £30,500 £28,400
10% offered a salary of more than £52,500 £42,500 £32,950
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 Liverpool with a requirement for programming language skills.

Programming Language Skills
Liverpool
Permanent job vacancies with a requirement for programming language skills 229 185 205
As % of all permanent IT job vacancies advertised in Liverpool 60.58% 45.57% 50.49%
Number of salaries quoted 333 336 358
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.66% -  
90% offered a salary of more than £25,850 £27,500 £25,500
10% offered a salary of more than £53,750 £48,750 £53,750
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year +4.93% +1.25%  

Python
Job Vacancy Trend in Liverpool

Job postings citing Python as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Python in Liverpool

Python
Salary Trend in Liverpool

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

Salary trend for Python in Liverpool

Python
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Python in Liverpool over the 3 months to 29 June 2017.

Salary histogram for Python in Liverpool

For the 6 months to 29 June 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 Liverpool region with a requirement for Python.

1 4 (44.44%) SQL
1 4 (44.44%) Linux
1 4 (44.44%) Bash Shell
1 4 (44.44%) Git (software)
2 3 (33.33%) Data Extraction
2 3 (33.33%) Deep Learning
2 3 (33.33%) Analytical Skills
2 3 (33.33%) Apache Spark
2 3 (33.33%) Algorithms
2 3 (33.33%) Data Modelling
2 3 (33.33%) SAS
2 3 (33.33%) Advertising
2 3 (33.33%) Teradata
2 3 (33.33%) Ruby
2 3 (33.33%) Ubuntu
2 3 (33.33%) Logistic Regression
3 2 (22.22%) Problem Management
3 2 (22.22%) Unit Testing
3 2 (22.22%) Project Planning
3 2 (22.22%) LAMP
3 2 (22.22%) Games
3 2 (22.22%) Retail
3 2 (22.22%) Subversion
3 2 (22.22%) Configuration Management
3 2 (22.22%) Apache
3 2 (22.22%) Tomcat
3 2 (22.22%) E-Commerce
3 2 (22.22%) MySQL
3 2 (22.22%) Oracle
3 2 (22.22%) SQL Server

Python
Co-occurring IT Skills in Liverpool 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 3 (33.33%) Apache Spark
1 3 (33.33%) SAS
2 2 (22.22%) Apache
2 2 (22.22%) Elasticsearch
2 2 (22.22%) Tomcat
Communications & Networking
1 2 (22.22%) AMQP
Database & Business Intelligence
1 2 (22.22%) MongoDB
1 2 (22.22%) MySQL
1 2 (22.22%) SQL Server
Development Applications
1 4 (44.44%) Git (software)
2 2 (22.22%) Jenkins
2 2 (22.22%) Subversion
General
1 3 (33.33%) Advertising
2 2 (22.22%) Games
2 2 (22.22%) Retail
Job Titles
1 2 (22.22%) Data Manager
1 2 (22.22%) Data Scientist
1 2 (22.22%) DevOps Engineer
1 2 (22.22%) Project Manager
1 2 (22.22%) Release Engineer
2 1 (11.11%) Analytics Manager
2 1 (11.11%) Applications Specialist
2 1 (11.11%) Applications Support
2 1 (11.11%) Build and Release Engineer
2 1 (11.11%) Build Engineer
2 1 (11.11%) Data Analytics Manager
2 1 (11.11%) Database Specialist
2 1 (11.11%) Games Engineer
2 1 (11.11%) Linux Specialist
2 1 (11.11%) Linux Support
Libraries, Frameworks & Software Standards
1 2 (22.22%) LAMP
1 2 (22.22%) Web Services
2 1 (11.11%) Kafka
2 1 (11.11%) RabbitMQ
Miscellaneous
1 3 (33.33%) Algorithms
1 3 (33.33%) Analytical Skills
Operating Systems
1 4 (44.44%) Linux
2 3 (33.33%) Ubuntu
3 2 (22.22%) Unix
4 1 (11.11%) CentOS
4 1 (11.11%) SUSE
Processes & Methodologies
1 3 (33.33%) Data Extraction
1 3 (33.33%) Data Modelling
1 3 (33.33%) Deep Learning
1 3 (33.33%) Logistic Regression
2 2 (22.22%) Configuration Management
2 2 (22.22%) Continuous Delivery
2 2 (22.22%) Continuous Deployment
2 2 (22.22%) DevOps
2 2 (22.22%) E-Commerce
2 2 (22.22%) Line Management
2 2 (22.22%) Problem Management
2 2 (22.22%) Project Planning
2 2 (22.22%) Test Automation
2 2 (22.22%) Unit Testing
3 1 (11.11%) Analytics
3 1 (11.11%) Continuous Improvement
3 1 (11.11%) Data Analytics
3 1 (11.11%) Game Development
3 1 (11.11%) Post-Production
3 1 (11.11%) SDLC
Programming Languages
1 4 (44.44%) Bash Shell
1 4 (44.44%) SQL
2 3 (33.33%) Ruby
3 2 (22.22%) C#
3 2 (22.22%) C++
3 2 (22.22%) Java
3 2 (22.22%) Perl
4 1 (11.11%) C
Quality Assurance & Compliance
1 1 (11.11%) QA
Systems Management
1 2 (22.22%) Ansible
1 2 (22.22%) Opscode Chef
1 2 (22.22%) Puppet
Vendors
1 3 (33.33%) Teradata
2 2 (22.22%) Oracle
3 1 (11.11%) Perforce
Liverpool, Merseyside
Rullion
Posted: 15 hours ago
Liverpool, Merseyside
JM
Salary: £45000 - £55000 per annum
Posted: Yesterday
Liverpool
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £28000.00 per annum
Posted: 15 days ago