The table below looks at the statistics for Python skills in IT contracts advertised for the Warrington region. Included is a guide to the contractor rates offered in IT contracts that have cited Python over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Python
Rank 28 24 25
Rank change year-on-year
-4 +1
Contract jobs citing Python 6 23 6
As % of all contract IT jobs located in Warrington 2.74% 6.08% 2.76%
As % of the Programming Languages category 9.52% 22.12% 11.11%
Number of daily rates quoted 3 21 2
Median daily rate £500 £450 £443
Median daily rate % change year-on-year
+11.11% +1.69%
90% offered a daily rate of more than £390 £380 £389
10% offered a daily rate of more than £560 £525 £497
UK excluding London median daily rate £425 £425 £350
% change year-on-year
- +21.42%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £40.00 £36.25
% change year-on-year
- +10.34%
Python
Cheshire

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

Programming Languages Category
Warrington
Contract IT job ads with a match in the
Programming Languages category
63 104 54
As % of all contract IT jobs located in Warrington 28.77% 27.51% 24.88%
Number of daily rates quoted 38 77 26
Median daily rate £413 £450 £325
Median daily rate % change year-on-year
-8.33% +38.46%
90% offered a daily rate of more than £299 £340 £256
10% offered a daily rate of more than £550 £540 £510
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 3 1 2
Median hourly rate £32.50 £17.50 £36.63
Median hourly rate % change year-on-year
+85.71% -52.21%
UK excluding London median hourly rate £41.25 £39.00 £35.00
% change year-on-year
+5.76% +11.42%

Python
Jobs Demand Trend in Warrington

The demand trend of contract jobs across the Warrington region citing Python as a proportion of all IT contracts with a match in the Programming Languages category.

Python Jobs Demand Trend in Warrington

Python
Daily Rate Trend in Warrington

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Python across the Warrington region.

Python Daily Rate Trend in Warrington

Python
Daily Rate Histogram in Warrington

This chart provides a histogram of daily rates quoted in contract IT jobs citing Python across the Warrington region over the 3 months to 29 September 2016.

Python Daily Rate Histogram in Warrington

Python
Top 30 Related IT Skills in Warrington

For the 6 months to 29 September 2016, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Warrington region with a requirement for Python.

1 11 (84.62%) Agile Software Development
2 9 (69.23%) C++
3 8 (61.54%) JavaScript
4 7 (53.85%) Continuous Integration
4 7 (53.85%) DevOps
5 5 (38.46%) PRINCE2
6 4 (30.77%) Linux
6 4 (30.77%) Software Engineering
6 4 (30.77%) TDD
6 4 (30.77%) Data Management
6 4 (30.77%) IaaS
6 4 (30.77%) Open Source
6 4 (30.77%) BDD
7 3 (23.08%) SaaS
7 3 (23.08%) PaaS
7 3 (23.08%) Unit Testing
7 3 (23.08%) Problem Management
7 3 (23.08%) Unix
7 3 (23.08%) Windows
7 3 (23.08%) ITIL
7 3 (23.08%) Java
7 3 (23.08%) Oracle
8 2 (15.38%) SQL Server
8 2 (15.38%) Sybase
8 2 (15.38%) OLAP
8 2 (15.38%) MS Office
8 2 (15.38%) SAP
8 2 (15.38%) Perl
8 2 (15.38%) SQL
8 2 (15.38%) C

Python
Top Related IT Skills in Warrington 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 (15.38%) Apache Pig
1 2 (15.38%) Apache Spark
2 1 (7.69%) Apache
Applications
1 2 (15.38%) MS Excel
1 2 (15.38%) MS Office
2 1 (7.69%) MS PowerPoint
Cloud Services
1 4 (30.77%) IaaS
2 3 (23.08%) PaaS
2 3 (23.08%) SaaS
3 2 (15.38%) Amazon AWS
3 2 (15.38%) Amazon EMR
3 2 (15.38%) Amazon S3
3 2 (15.38%) AWS Lambda
Database & Business Intelligence
1 2 (15.38%) Apache Hive
1 2 (15.38%) Big Data
1 2 (15.38%) BusinessObjects
1 2 (15.38%) DataStage
1 2 (15.38%) Hadoop
1 2 (15.38%) HBase
1 2 (15.38%) MongoDB
1 2 (15.38%) NoSQL
1 2 (15.38%) OLAP
1 2 (15.38%) Oracle OLAP
1 2 (15.38%) Pentaho
1 2 (15.38%) QlikView
1 2 (15.38%) SQL Server
1 2 (15.38%) SQL Server Analysis Services
1 2 (15.38%) SQL Server Integration Services
1 2 (15.38%) SQL Server Reporting Services
Development Applications
1 1 (7.69%) Cucumber
1 1 (7.69%) JIRA
General
1 1 (7.69%) Finance
1 1 (7.69%) Law
Job Titles
1 3 (23.08%) Developer
1 3 (23.08%) Digital Developer
2 2 (15.38%) Architect
2 2 (15.38%) Data Architect
2 2 (15.38%) DevOps Engineer
3 1 (7.69%) Business Analyst
3 1 (7.69%) C++ Software Engineer
3 1 (7.69%) Digital Business Analyst
3 1 (7.69%) Java Developer
3 1 (7.69%) JavaScript Engineer
3 1 (7.69%) Principal Developer
3 1 (7.69%) Principal Engineer
3 1 (7.69%) Python Developer
3 1 (7.69%) Python Software Engineer
3 1 (7.69%) Senior Analyst
3 1 (7.69%) Senior Business Analyst
3 1 (7.69%) Senior C++ Software Engineer
3 1 (7.69%) Senior Developer
3 1 (7.69%) Senior Software Engineer
3 1 (7.69%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (7.69%) JSON
1 1 (7.69%) Middleware
1 1 (7.69%) RESTful
1 1 (7.69%) SOAP
1 1 (7.69%) Web Services
1 1 (7.69%) XML
Miscellaneous
1 2 (15.38%) Analytical Skills
1 2 (15.38%) Data Centre
1 2 (15.38%) Data Integration
1 2 (15.38%) Visualisation
Operating Systems
1 4 (30.77%) Linux
2 3 (23.08%) Unix
2 3 (23.08%) Windows
Processes & Methodologies
1 11 (84.62%) Agile Software Development
2 7 (53.85%) Continuous Integration
2 7 (53.85%) DevOps
3 5 (38.46%) PRINCE2
4 4 (30.77%) BDD
4 4 (30.77%) Data Management
4 4 (30.77%) Open Source
4 4 (30.77%) Software Engineering
4 4 (30.77%) TDD
5 3 (23.08%) ITIL
5 3 (23.08%) Problem Management
5 3 (23.08%) Unit Testing
6 2 (15.38%) Business Intelligence
6 2 (15.38%) Continuous Improvement
6 2 (15.38%) CRM
6 2 (15.38%) Data Visualisation
6 2 (15.38%) ETL
6 2 (15.38%) MapReduce
6 2 (15.38%) Predictive Analytics
6 2 (15.38%) Stakeholder Management
Programming Languages
1 9 (69.23%) C++
2 8 (61.54%) JavaScript
3 3 (23.08%) Java
4 2 (15.38%) C
4 2 (15.38%) Perl
4 2 (15.38%) SQL
5 1 (7.69%) Bash Shell
5 1 (7.69%) Ruby
Qualifications
1 1 (7.69%) BC Cleared
1 1 (7.69%) Security Cleared
Systems Management
1 2 (15.38%) Opscode Chef
1 2 (15.38%) Puppet
Vendors
1 3 (23.08%) Oracle
2 2 (15.38%) Ab Initio
2 2 (15.38%) Actian
2 2 (15.38%) Informatica
2 2 (15.38%) Microsoft
2 2 (15.38%) MicroStrategy
2 2 (15.38%) ParAccel
2 2 (15.38%) SAP
2 2 (15.38%) Sybase
2 2 (15.38%) Teradata
3 1 (7.69%) SaltStack