The table below looks at the statistics for Python skills in IT contracts advertised for the East Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Python over the 3 months to 21 January 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
21 Jan 2017
Same period 2016 Same period 2015
Python
England / East Midlands
Rank 60 90 81
Rank change year-on-year
+30 -9
Contract jobs citing Python 33 6 7
As % of all contract IT jobs located in the East Midlands 2.26% 0.40% 0.47%
As % of the Programming Languages category 6.02% 1.09% 1.41%
Number of daily rates quoted 13 6 7
Median daily rate £375 £355 £550
Median daily rate % change year-on-year
+5.70% -35.50%
UK excluding London median daily rate £420 £401 £375
% change year-on-year
+4.67% +7.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 £42.75 £35.50
% change year-on-year
-12.28% +20.42%

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

Programming Languages Category
East Midlands
Contract IT job ads with a match in the
Programming Languages category
548 551 498
As % of all contract IT jobs located in the East Midlands 37.46% 36.51% 33.76%
Number of daily rates quoted 326 333 269
Median daily rate £350 £325 £350
Median daily rate % change year-on-year
+7.69% -7.14%
90% offered a daily rate of more than £240 £250 £215
10% offered a daily rate of more than £500 £450 £550
UK excluding London median daily rate £385 £375 £355
% change year-on-year
+2.66% +5.63%
Number of hourly rates quoted 7 20 15
Median hourly rate £21.50 £22.50 £16.75
Median hourly rate % change year-on-year
-4.44% +34.32%
90% offered a hourly rate of more than £17.50 £14.00 £15.00
10% offered a hourly rate of more than £39.75 £40.45 £42.50
UK excluding London median hourly rate £40.50 £40.00 £35.50
% change year-on-year
+1.25% +12.67%

Python
Jobs Demand Trend in the East Midlands

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

Python Jobs Demand Trend in the East Midlands

Python
Daily Rate Trend in the East Midlands

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

Python Daily Rate Trend in the East Midlands

Python
Daily Rate Histogram in the East Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Python across the East Midlands region over the 3 months to 21 January 2017.

Python Daily Rate Histogram in the East Midlands

Python
Hourly Rate Trend in the East Midlands

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Python across the East Midlands region.

Python Hourly Rate Trend in the East Midlands

Python
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the East Midlands region over the 3 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +14 10 £369 +107.74% 5
Northamptonshire -6 10 £519 -17.00% 1
Derbyshire +7 6 £413 +17.85% 2
Leicestershire +7 4 £350 -2.71% 3
Lincolnshire - 1 - -
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 21 January 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 East Midlands region with a requirement for Python.

1 27 (46.55%) C#
2 24 (41.38%) Agile Software Development
3 22 (37.93%) SQL
3 22 (37.93%) Linux
4 18 (31.03%) Java
4 18 (31.03%) Microsoft Azure
4 18 (31.03%) Amazon AWS
5 17 (29.31%) .NET
6 16 (27.59%) R
6 16 (27.59%) Apache Spark
7 13 (22.41%) C++
8 12 (20.69%) HTML
8 12 (20.69%) Hadoop
9 11 (18.97%) NoSQL
9 11 (18.97%) Mathematics
10 10 (17.24%) MongoDB
10 10 (17.24%) Jenkins
10 10 (17.24%) JavaScript
10 10 (17.24%) CSS
10 10 (17.24%) JSON
11 9 (15.52%) Web Services
11 9 (15.52%) C
11 9 (15.52%) Git (software)
12 8 (13.79%) PowerShell
12 8 (13.79%) Mobile App
12 8 (13.79%) Machine Learning
12 8 (13.79%) AngularJS
12 8 (13.79%) MATLAB
12 8 (13.79%) Degree
12 8 (13.79%) Aerospace

Python
Top Related IT Skills in the East Midlands 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 16 (27.59%) Apache Spark
2 7 (12.07%) Apache
3 5 (8.62%) IIS
3 5 (8.62%) SAS
4 4 (6.90%) nginx
5 3 (5.17%) Apache Pig
5 3 (5.17%) Elasticsearch
6 1 (1.72%) OpenStack
6 1 (1.72%) Tomcat
Applications
1 4 (6.90%) SPSS
2 2 (3.45%) MS Excel
3 1 (1.72%) Weka
Cloud Services
1 18 (31.03%) Amazon AWS
1 18 (31.03%) Microsoft Azure
2 7 (12.07%) IaaS
3 6 (10.34%) PaaS
3 6 (10.34%) SaaS
4 5 (8.62%) Amazon EC2
5 4 (6.90%) Amazon S3
6 1 (1.72%) Amazon CloudWatch
6 1 (1.72%) Amazon SQS
6 1 (1.72%) Google Analytics
6 1 (1.72%) Office 365
6 1 (1.72%) Route 53
Communications & Networking
1 2 (3.45%) Bluetooth
1 2 (3.45%) TCP/IP
2 1 (1.72%) AMQP
2 1 (1.72%) Cisco ASA
2 1 (1.72%) DNS
2 1 (1.72%) Ethernet
2 1 (1.72%) Firewall
2 1 (1.72%) HTTP
2 1 (1.72%) LAN
2 1 (1.72%) NGN
2 1 (1.72%) Software-Defined Networking
2 1 (1.72%) SSL
2 1 (1.72%) TACACS
2 1 (1.72%) VXLAN
2 1 (1.72%) WAN
Database & Business Intelligence
1 12 (20.69%) Hadoop
2 11 (18.97%) NoSQL
3 10 (17.24%) MongoDB
4 8 (13.79%) Power BI
5 7 (12.07%) Apache Cassandra
6 6 (10.34%) Amazon DynamoDB
6 6 (10.34%) Apache Hive
6 6 (10.34%) Relational Database
6 6 (10.34%) SQL Server
7 5 (8.62%) Data Lake
7 5 (8.62%) HDInsight
7 5 (8.62%) InfluxDB
7 5 (8.62%) OpenTSDB
7 5 (8.62%) PostgreSQL
7 5 (8.62%) SQL Server Integration Services
8 4 (6.90%) Amazon Redshift
8 4 (6.90%) Big Data
9 1 (1.72%) Amazon RDS
9 1 (1.72%) DataStax
9 1 (1.72%) Mahout
Development Applications
1 10 (17.24%) Jenkins
2 9 (15.52%) Git (software)
3 6 (10.34%) JIRA
4 5 (8.62%) Talend Open Studio
5 4 (6.90%) CasperJS
5 4 (6.90%) Cucumber
5 4 (6.90%) Jasmine
5 4 (6.90%) Karma Test Runner
5 4 (6.90%) Selenium
5 4 (6.90%) webpack
6 2 (3.45%) Bower
6 2 (3.45%) gulp
6 2 (3.45%) MSTest
6 2 (3.45%) Subversion
6 2 (3.45%) Yeoman
7 1 (1.72%) Atlassian Bamboo
7 1 (1.72%) LabVIEW
7 1 (1.72%) MSBuild
7 1 (1.72%) TeamCity
7 1 (1.72%) Vagrant
General
1 8 (13.79%) Aerospace
2 6 (10.34%) Finance
3 3 (5.17%) Front Office
3 3 (5.17%) Multimedia
4 2 (3.45%) Manufacturing
5 1 (1.72%) Banking
5 1 (1.72%) Investment Banking
5 1 (1.72%) Marketing
5 1 (1.72%) Retail
Job Titles
1 21 (36.21%) Developer
2 8 (13.79%) Architect
3 6 (10.34%) Data Scientist
4 5 (8.62%) Data Engineer
4 5 (8.62%) Senior Architect
5 4 (6.90%) .NET Developer
5 4 (6.90%) DevOps Engineer
5 4 (6.90%) Front End Developer (Client-Side Developer)
5 4 (6.90%) Senior Systems Architect
5 4 (6.90%) Systems Architect
6 3 (5.17%) Analyst
6 3 (5.17%) C# Developer
6 3 (5.17%) Data Architect
6 3 (5.17%) Senior Developer
7 2 (3.45%) Data Analyst
7 2 (3.45%) Junior
7 2 (3.45%) Project Manager
7 2 (3.45%) Software Developer
7 2 (3.45%) Software Tester
7 2 (3.45%) Tester
Libraries, Frameworks & Software Standards
1 17 (29.31%) .NET
2 12 (20.69%) HTML
3 10 (17.24%) CSS
3 10 (17.24%) JSON
4 9 (15.52%) Web Services
5 8 (13.79%) AngularJS
6 7 (12.07%) Node.js
7 6 (10.34%) RESTful
8 5 (8.62%) XML
9 4 (6.90%) Browserify
9 4 (6.90%) CSS3
9 4 (6.90%) Entity Framework
9 4 (6.90%) Handlebars
9 4 (6.90%) HTML5
9 4 (6.90%) jQuery
9 4 (6.90%) Sass
9 4 (6.90%) Silverlight
10 3 (5.17%) Angular 2
10 3 (5.17%) REST
11 2 (3.45%) Backbone.js
Miscellaneous
1 11 (18.97%) Mathematics
2 8 (13.79%) Mobile App
3 6 (10.34%) Embedded Systems
4 5 (8.62%) Management Information System
5 4 (6.90%) Analytical Skills
5 4 (6.90%) Data Centre
6 3 (5.17%) Statistics
7 2 (3.45%) Algorithms
7 2 (3.45%) Computer Science
7 2 (3.45%) User Experience
7 2 (3.45%) Wiki
8 1 (1.72%) Artificial Intelligence
8 1 (1.72%) Augmented Reality
8 1 (1.72%) Enterprise Software
8 1 (1.72%) iPhone
8 1 (1.72%) Neural Network
8 1 (1.72%) Physics
8 1 (1.72%) Private Cloud
8 1 (1.72%) Visualisation
Operating Systems
1 22 (37.93%) Linux
2 6 (10.34%) Windows
3 5 (8.62%) Android
3 5 (8.62%) Embedded Linux
4 4 (6.90%) Apple iOS
4 4 (6.90%) Windows Server
5 2 (3.45%) Ubuntu
5 2 (3.45%) Unix
6 1 (1.72%) CentOS
6 1 (1.72%) Mac OS X
6 1 (1.72%) Red Hat Enterprise Linux
6 1 (1.72%) SUSE
6 1 (1.72%) VxWorks
Processes & Methodologies
1 24 (41.38%) Agile Software Development
2 8 (13.79%) Machine Learning
3 7 (12.07%) Front End Development
3 7 (12.07%) Software Engineering
4 6 (10.34%) Microservices
4 6 (10.34%) Validation
5 5 (8.62%) Analytics
5 5 (8.62%) Business Analysis
5 5 (8.62%) Business Process Improvement
5 5 (8.62%) Continuous Integration
5 5 (8.62%) Data Validation
5 5 (8.62%) ETL
5 5 (8.62%) GAP Analysis
5 5 (8.62%) Process Improvement
5 5 (8.62%) Scrum
5 5 (8.62%) Web Development
6 4 (6.90%) Mobile Application Development
6 4 (6.90%) Responsive Web Design
6 4 (6.90%) Unit Testing
6 4 (6.90%) Web Application Development
Programming Languages
1 27 (46.55%) C#
2 22 (37.93%) SQL
3 18 (31.03%) Java
4 16 (27.59%) R
5 13 (22.41%) C++
6 10 (17.24%) JavaScript
7 9 (15.52%) C
8 8 (13.79%) MATLAB
8 8 (13.79%) PowerShell
9 5 (8.62%) Scala
10 4 (6.90%) PHP
11 3 (5.17%) Bash Shell
11 3 (5.17%) Embedded C
11 3 (5.17%) Ruby
12 2 (3.45%) Go
13 1 (1.72%) Embedded C++
13 1 (1.72%) VBA
Qualifications
1 8 (13.79%) Degree
2 2 (3.45%) Security Cleared
3 1 (1.72%) AWS Certification
3 1 (1.72%) CCNP
3 1 (1.72%) CCSA
3 1 (1.72%) CCSE
3 1 (1.72%) Cisco Certification
3 1 (1.72%) DV Cleared
3 1 (1.72%) SC Cleared
Quality Assurance & Compliance
1 1 (1.72%) JTAG
1 1 (1.72%) QA
1 1 (1.72%) SLA
System Software
1 4 (6.90%) Docker
2 3 (5.17%) Samba
3 2 (3.45%) Virtual Machines
4 1 (1.72%) Firmware
4 1 (1.72%) HDFS
4 1 (1.72%) vCloud
4 1 (1.72%) VMware Infrastructure
Systems Management
1 5 (8.62%) Opscode Chef
2 4 (6.90%) Ansible
2 4 (6.90%) Puppet
3 3 (5.17%) Graphite
3 3 (5.17%) logstash
3 3 (5.17%) Salt
4 1 (1.72%) Consul
4 1 (1.72%) Hadoop YARN
4 1 (1.72%) HAProxy
4 1 (1.72%) Kibana
4 1 (1.72%) Kubernetes
4 1 (1.72%) Mesos
4 1 (1.72%) Rancher
4 1 (1.72%) rkt
4 1 (1.72%) Terraform
Vendors
1 7 (12.07%) Microsoft
1 7 (12.07%) Tableau
2 5 (8.62%) MuleSoft
2 5 (8.62%) Talend
3 2 (3.45%) Minitab
4 1 (1.72%) Adobe
4 1 (1.72%) Blue Coat
4 1 (1.72%) CheckPoint
4 1 (1.72%) Cisco
4 1 (1.72%) Citrix
4 1 (1.72%) Cloudera
4 1 (1.72%) Computacenter
4 1 (1.72%) Freescale
4 1 (1.72%) Google
4 1 (1.72%) Intel
4 1 (1.72%) Juniper
4 1 (1.72%) Nokia
4 1 (1.72%) Rackspace
4 1 (1.72%) Red Hat
4 1 (1.72%) VMware
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