The table below looks at the statistics for Python skills in IT jobs advertised for the Cheshire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Python
North West / Cheshire
Rank 68 87 111
Rank change year-on-year
+19 +24
Permanent jobs citing Python 25 22 16
As % of all permanent IT jobs located in Cheshire 2.41% 1.63% 0.91%
As % of the Programming Languages category 4.31% 3.31% 1.95%
Number of salaries quoted 17 18 13
Median salary £40,000 £30,000 £40,000
Median salary % change year-on-year
+33.33% -25.00%
90% offered a salary of more than £28,000 £23,200 £24,800
10% offered a salary of more than £55,000 £45,800 £67,500
UK excluding London median salary £45,000 £45,000 £42,750
% change year-on-year
- +5.26%

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

Programming Languages Category
Cheshire
Permanent IT job ads with a match in the
Programming Languages category
580 665 820
As % of all permanent IT jobs located in Cheshire 55.82% 49.33% 46.59%
Number of salaries quoted 492 585 702
Median salary £39,000 £37,500 £40,000
Median salary % change year-on-year
+4.00% -6.25%
90% offered a salary of more than £27,000 £25,000 £27,500
10% offered a salary of more than £50,350 £52,500 £50,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Python
Jobs Demand Trend in Cheshire

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

Python Jobs Demand Trend in Cheshire

Python
Salary Trend in Cheshire

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

Python Salary Trend in Cheshire

Python
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing Python across the Cheshire region over the 3 months to 18 January 2017.

Python Salary Histogram in Cheshire

Python
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Cheshire region over the 3 months to 18 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
Crewe - 9 £42,500 -
Warrington +19 3 £28,000 +24.44% 1
Nantwich - 2 £40,000 -
Chester -6 1 £52,500 +79.48%
Macclesfield - 1 £28,000 -
Python
North West

Python
Top 30 Related IT Skills in Cheshire

For the 6 months to 18 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 Cheshire region with a requirement for Python.

1 27 (45.76%) Linux
2 24 (40.68%) Computer Science
3 20 (33.90%) Finance
4 19 (32.20%) Bash Shell
5 18 (30.51%) Apache
5 18 (30.51%) Java
6 16 (27.12%) MS Excel
6 16 (27.12%) Analytical Skills
7 15 (25.42%) HTTP
7 15 (25.42%) C
7 15 (25.42%) Perl
7 15 (25.42%) Degree
7 15 (25.42%) JIRA
8 14 (23.73%) SQL
8 14 (23.73%) PowerShell
8 14 (23.73%) CentOS
9 13 (22.03%) Red Hat Enterprise Linux
9 13 (22.03%) MongoDB
9 13 (22.03%) R
9 13 (22.03%) IIS
9 13 (22.03%) MS Office
9 13 (22.03%) Microsoft
9 13 (22.03%) Intranet
10 12 (20.34%) Cisco
10 12 (20.34%) VMware
10 12 (20.34%) VMware Workstation
10 12 (20.34%) VMware Infrastructure
11 11 (18.64%) Puppet
11 11 (18.64%) Machine Learning
11 11 (18.64%) SUSE Linux Enterprise Server

Python
Top Related IT Skills in Cheshire 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 18 (30.51%) Apache
2 13 (22.03%) IIS
3 10 (16.95%) SAS
4 7 (11.86%) OpenStack
5 5 (8.47%) nginx
6 2 (3.39%) Confluence
7 1 (1.69%) Apache Spark
Applications
1 16 (27.12%) MS Excel
2 13 (22.03%) MS Office
3 9 (15.25%) SPSS
4 8 (13.56%) Stata
Business Applications
1 1 (1.69%) FastStats
Cloud Services
1 8 (13.56%) Amazon AWS
2 7 (11.86%) OpenShift
3 2 (3.39%) Microsoft Azure
4 1 (1.69%) Data Lake Analytics
4 1 (1.69%) IaaS
4 1 (1.69%) PaaS
Communications & Networking
1 15 (25.42%) HTTP
2 13 (22.03%) Intranet
3 7 (11.86%) SAN
4 6 (10.17%) DNS
5 4 (6.78%) TCP/IP
6 2 (3.39%) Internet
6 2 (3.39%) SSL
7 1 (1.69%) AMQP
7 1 (1.69%) DHCP
7 1 (1.69%) Firewall
7 1 (1.69%) Network Security
Database & Business Intelligence
1 13 (22.03%) MongoDB
2 2 (3.39%) Apache Cassandra
2 2 (3.39%) Big Data
2 2 (3.39%) Data Lake
2 2 (3.39%) Data Warehouse
2 2 (3.39%) QlikView
2 2 (3.39%) Relational Database
2 2 (3.39%) SQL Server
3 1 (1.69%) Data Mining
3 1 (1.69%) DB2
3 1 (1.69%) Hadoop
3 1 (1.69%) MariaDB
3 1 (1.69%) MySQL
3 1 (1.69%) Oracle Database
3 1 (1.69%) PostgreSQL
3 1 (1.69%) Power BI
3 1 (1.69%) SQL Server 2012
Development Applications
1 15 (25.42%) JIRA
2 2 (3.39%) Eclipse
2 2 (3.39%) JUnit
3 1 (1.69%) Git (software)
3 1 (1.69%) MSI
3 1 (1.69%) Oracle APEX
General
1 20 (33.90%) Finance
2 10 (16.95%) Banking
3 6 (10.17%) Corporate Banking
3 6 (10.17%) Financial Institution
4 4 (6.78%) Marketing
5 3 (5.08%) Investment Banking
5 3 (5.08%) Pharmaceutical
6 2 (3.39%) Back Office
6 2 (3.39%) Front Office
6 2 (3.39%) Games
Job Titles
1 10 (16.95%) Administrator
2 9 (15.25%) Developer
2 9 (15.25%) Systems Administrator
3 8 (13.56%) Linux Engineer
4 7 (11.86%) Analyst
4 7 (11.86%) Java Developer
5 5 (8.47%) Infrastructure Engineer
5 5 (8.47%) IT Administrator
5 5 (8.47%) IT Systems Administrator
6 4 (6.78%) Data Scientist
6 4 (6.78%) DevOps Engineer
6 4 (6.78%) Linux Administrator
6 4 (6.78%) Senior Analyst
6 4 (6.78%) Software Engineer
6 4 (6.78%) Unix Engineer
7 3 (5.08%) Architect
7 3 (5.08%) Linux Systems Administrator
7 3 (5.08%) Senior Systems Analyst
7 3 (5.08%) Software Architect
7 3 (5.08%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (10.17%) HTML
2 4 (6.78%) .NET
3 3 (5.08%) REST
3 3 (5.08%) XML
4 2 (3.39%) FIX Protocol
4 2 (3.39%) Flash
4 2 (3.39%) FpML
4 2 (3.39%) Hibernate
4 2 (3.39%) Middleware
4 2 (3.39%) RESTful
4 2 (3.39%) Servlets
4 2 (3.39%) SOAP
4 2 (3.39%) Spring
4 2 (3.39%) WSGI
5 1 (1.69%) Apache Flex
5 1 (1.69%) Cocoa
5 1 (1.69%) Django
5 1 (1.69%) jQuery
5 1 (1.69%) JSON
5 1 (1.69%) Qt
Miscellaneous
1 24 (40.68%) Computer Science
2 16 (27.12%) Analytical Skills
3 11 (18.64%) Clustering
3 11 (18.64%) Statistics
4 10 (16.95%) Mathematics
5 8 (13.56%) Economics
6 6 (10.17%) Neural Network
7 2 (3.39%) Animation
7 2 (3.39%) Fixed Income
7 2 (3.39%) Foreign Exchange (FX)
7 2 (3.39%) Visualisation
8 1 (1.69%) Algorithms
8 1 (1.69%) Derivative
8 1 (1.69%) Digital Media
8 1 (1.69%) Mobile App
8 1 (1.69%) OTC Derivatives
8 1 (1.69%) Physics
8 1 (1.69%) Robotics
Operating Systems
1 27 (45.76%) Linux
2 14 (23.73%) CentOS
3 13 (22.03%) Red Hat Enterprise Linux
4 11 (18.64%) SUSE Linux Enterprise Server
4 11 (18.64%) Unix
4 11 (18.64%) Windows
5 3 (5.08%) Debian
5 3 (5.08%) Ubuntu
6 2 (3.39%) AIX
6 2 (3.39%) Solaris
7 1 (1.69%) Apple iOS
Processes & Methodologies
1 11 (18.64%) Machine Learning
2 9 (15.25%) Analytics
2 9 (15.25%) Statistical Analysis
3 8 (13.56%) Bayesian Methods
3 8 (13.56%) Monte Carlo Method
3 8 (13.56%) Software Engineering
4 7 (11.86%) Performance Monitoring
5 6 (10.17%) Data Validation
5 6 (10.17%) Hidden Markov Model
5 6 (10.17%) Risk Management
5 6 (10.17%) Structural Equation Modelling
5 6 (10.17%) Time Series Forecasting
5 6 (10.17%) Validation
6 5 (8.47%) Configuration Management
6 5 (8.47%) OO
6 5 (8.47%) Stakeholder Management
7 4 (6.78%) Agile Software Development
7 4 (6.78%) DevOps
8 3 (5.08%) Predictive Modelling
8 3 (5.08%) Statistical Modelling
Programming Languages
1 19 (32.20%) Bash Shell
2 18 (30.51%) Java
3 15 (25.42%) C
3 15 (25.42%) Perl
4 14 (23.73%) PowerShell
4 14 (23.73%) SQL
5 13 (22.03%) R
6 11 (18.64%) VBA
7 9 (15.25%) PHP
8 7 (11.86%) MATLAB
8 7 (11.86%) Ruby
9 6 (10.17%) C#
10 5 (8.47%) C++
11 3 (5.08%) PL/SQL
12 1 (1.69%) Apple Swift
12 1 (1.69%) JavaScript
12 1 (1.69%) Objective-C
Qualifications
1 15 (25.42%) Degree
2 2 (3.39%) PhD
2 2 (3.39%) RHCE
2 2 (3.39%) RHCSA
Quality Assurance & Compliance
1 6 (10.17%) Data Quality
System Software
1 12 (20.34%) VMware Infrastructure
1 12 (20.34%) VMware Workstation
2 7 (11.86%) Docker
2 7 (11.86%) PowerHA
3 3 (5.08%) Postfix
3 3 (5.08%) qmail
Systems Management
1 11 (18.64%) Opscode Chef
1 11 (18.64%) Puppet
2 10 (16.95%) Nagios
3 9 (15.25%) Ansible
4 7 (11.86%) CFEngine
5 3 (5.08%) Salt
Vendors
1 13 (22.03%) Microsoft
2 12 (20.34%) Cisco
2 12 (20.34%) VMware
3 11 (18.64%) Oracle
4 7 (11.86%) Red Hat
4 7 (11.86%) Veritas
5 3 (5.08%) Sybase
6 2 (3.39%) Tableau
6 2 (3.39%) Teradata
7 1 (1.69%) Alteryx
7 1 (1.69%) Minitab
Warrington
Computer Futures
Salary: £65000 - £70000 per annum + competitive
Posted: 14 days ago