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 24 February 2017 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
24 Feb 2017
Same period 2016 Same period 2015
Python
Cheshire / Warrington
Rank 14 39 32
Rank change year-on-year
+25 -7
Contract jobs citing Python 3 6 5
As % of all contract IT jobs located in Warrington 2.42% 1.83% 2.21%
As % of the Programming Languages category 6.98% 5.45% 8.20%
Number of daily rates quoted 2 6 3
Median daily rate £410 £625 £400
Median daily rate % change year-on-year
-34.40% +56.25%
UK excluding London median daily rate £441 £400 £375
% change year-on-year
+10.25% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £40.00 £37.50
% change year-on-year
- +6.66%

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
43 110 61
As % of all contract IT jobs located in Warrington 34.68% 33.64% 26.99%
Number of daily rates quoted 36 78 35
Median daily rate £375 £350 £300
Median daily rate % change year-on-year
+7.14% +16.66%
90% offered a daily rate of more than £285 £313 £275
10% offered a daily rate of more than £450 £625 £400
UK excluding London median daily rate £390 £375 £350
% change year-on-year
+4.00% +7.14%
Number of hourly rates quoted 0 2 0
Median hourly rate - £35.25 -
UK excluding London median hourly rate £41.50 £40.00 £35.50
% change year-on-year
+3.75% +12.67%

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
Top 30 Related IT Skills in Warrington

For the 6 months to 24 February 2017, 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 7 (77.78%) Java
2 6 (66.67%) Oracle
2 6 (66.67%) Unix
2 6 (66.67%) Windows
3 5 (55.56%) Perl
3 5 (55.56%) SQL
3 5 (55.56%) Big Data
3 5 (55.56%) Analytics
4 4 (44.44%) Linux
4 4 (44.44%) Apache
5 3 (33.33%) Tomcat
5 3 (33.33%) LDAP
5 3 (33.33%) Kerberos
5 3 (33.33%) SSL
5 3 (33.33%) Active Directory
5 3 (33.33%) WebLogic
5 3 (33.33%) IIS
5 3 (33.33%) ITIL
5 3 (33.33%) Change Management
5 3 (33.33%) Identity Management
5 3 (33.33%) Middleware
5 3 (33.33%) Incident Management
5 3 (33.33%) Oracle 10gAS
5 3 (33.33%) JBoss
5 3 (33.33%) PowerShell
5 3 (33.33%) Oracle Fusion
5 3 (33.33%) Performance Tuning
5 3 (33.33%) NoSQL
5 3 (33.33%) nginx
5 3 (33.33%) Hadoop

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 4 (44.44%) Apache
2 3 (33.33%) IIS
2 3 (33.33%) JBoss
2 3 (33.33%) nginx
2 3 (33.33%) Oracle 10gAS
2 3 (33.33%) Tomcat
2 3 (33.33%) WebLogic
3 2 (22.22%) Apache Pig
3 2 (22.22%) Apache Spark
Applications
1 1 (11.11%) MS PowerPoint
Cloud Services
1 2 (22.22%) Amazon AWS
1 2 (22.22%) Amazon EMR
1 2 (22.22%) Amazon S3
1 2 (22.22%) AWS Lambda
2 1 (11.11%) IaaS
Communications & Networking
1 3 (33.33%) Kerberos
1 3 (33.33%) LDAP
1 3 (33.33%) SSL
2 1 (11.11%) tcpdump
2 1 (11.11%) Wireshark
Database & Business Intelligence
1 5 (55.56%) Big Data
2 3 (33.33%) Hadoop
2 3 (33.33%) NoSQL
3 2 (22.22%) Apache Hive
3 2 (22.22%) BusinessObjects
3 2 (22.22%) Data Warehouse
3 2 (22.22%) DataStage
3 2 (22.22%) HBase
3 2 (22.22%) MongoDB
3 2 (22.22%) MySQL
3 2 (22.22%) OLAP
3 2 (22.22%) Oracle OLAP
3 2 (22.22%) Pentaho
3 2 (22.22%) QlikView
3 2 (22.22%) SQL Server
3 2 (22.22%) SQL Server Analysis Services
3 2 (22.22%) SQL Server Integration Services
3 2 (22.22%) SQL Server Reporting Services
Development Applications
1 1 (11.11%) JIRA
General
1 1 (11.11%) Finance
Job Titles
1 3 (33.33%) Middleware Engineer
2 2 (22.22%) Architect
2 2 (22.22%) Data Architect
2 2 (22.22%) Data Engineer
2 2 (22.22%) Senior Middleware Engineer
3 1 (11.11%) Analyst
3 1 (11.11%) Big Data Developer
3 1 (11.11%) Business Analyst
3 1 (11.11%) Developer
3 1 (11.11%) Digital Analyst
3 1 (11.11%) Digital Business Analyst
3 1 (11.11%) Senior Analyst
3 1 (11.11%) Senior Business Analyst
3 1 (11.11%) Senior Systems Engineer
3 1 (11.11%) Software Developer
3 1 (11.11%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (33.33%) Middleware
1 3 (33.33%) Oracle Fusion
2 1 (11.11%) Apache Avro
2 1 (11.11%) Elastic Stack
2 1 (11.11%) Kafka
Miscellaneous
1 3 (33.33%) Linux Command Line
2 2 (22.22%) Data Centre
3 1 (11.11%) Analytical Skills
Operating Systems
1 6 (66.67%) Unix
1 6 (66.67%) Windows
2 4 (44.44%) Linux
Processes & Methodologies
1 5 (55.56%) Analytics
2 3 (33.33%) Change Management
2 3 (33.33%) Identity Management
2 3 (33.33%) Incident Management
2 3 (33.33%) ITIL
2 3 (33.33%) Performance Tuning
3 2 (22.22%) Agile Software Development
3 2 (22.22%) Business Analytics
3 2 (22.22%) Business Intelligence
3 2 (22.22%) Data Integration
3 2 (22.22%) Data Visualisation
3 2 (22.22%) ETL
3 2 (22.22%) MapReduce
3 2 (22.22%) Open Source
3 2 (22.22%) Predictive Analytics
3 2 (22.22%) Visualisation
4 1 (11.11%) Agile Project Management
4 1 (11.11%) Data Security
4 1 (11.11%) Project Management
4 1 (11.11%) Waterfall
Programming Languages
1 7 (77.78%) Java
2 5 (55.56%) Perl
2 5 (55.56%) SQL
3 3 (33.33%) PowerShell
4 2 (22.22%) C
5 1 (11.11%) Bash Shell
Qualifications
1 1 (11.11%) BC Cleared
1 1 (11.11%) Security Cleared
System Software
1 3 (33.33%) Active Directory
2 1 (11.11%) HDFS
Systems Management
1 1 (11.11%) Grafana
1 1 (11.11%) Graphite
1 1 (11.11%) Opscode Chef
1 1 (11.11%) Puppet
Vendors
1 6 (66.67%) Oracle
2 2 (22.22%) Ab Initio
2 2 (22.22%) Actian
2 2 (22.22%) Informatica
2 2 (22.22%) Microsoft
2 2 (22.22%) MicroStrategy
2 2 (22.22%) ParAccel
2 2 (22.22%) SAP
2 2 (22.22%) Sybase
2 2 (22.22%) Teradata
2 2 (22.22%) Vertica
3 1 (11.11%) SaltStack