Period
to 19 November 2018

The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 19 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Python
East Midlands > Nottinghamshire
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 11 54 70
Rank change year-on-year +43 +16 +2
Contract jobs citing Python 82 28 13
As % of all contract IT jobs advertised in Nottinghamshire 11.60% 2.97% 1.33%
As % of the Programming Languages category 26.03% 7.51% 3.25%
Number of daily rates quoted 62 21 3
Nottinghamshire median daily rate £450 £500 £325
Median daily rate % change year-on-year -10.00% +53.85% +4.00%
10th Percentile £350 £315 £288
90th Percentile £550 £625 £378
East Midlands median daily rate £450 £445 £398
% change year-on-year +1.12% +11.95% +41.33%
Number of hourly rates quoted 0 1 0
Nottinghamshire median hourly rate - £45.00 -
East Midlands median hourly rate - £55.60 £42.50
% change year-on-year - +30.82% -

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Nottinghamshire with a requirement for coding skills.

All Programming Languages
Nottinghamshire
Contract vacancies with a requirement for coding skills 315 373 400
As % of all contract IT jobs advertised in Nottinghamshire 44.55% 39.60% 40.98%
Number of daily rates quoted 216 230 216
Nottinghamshire median daily rate £425 £400 £378
Median daily rate % change year-on-year +6.25% +5.96% +2.72%
10th Percentile £300 £275 £281
90th Percentile £550 £514 £489
East Midlands median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 5 2 1
Nottinghamshire median hourly rate £25.00 £41.75 £14.50
Median hourly rate % change year-on-year -40.12% +187.93% -20.55%
10th Percentile £13.14 £37.33 £13.25
90th Percentile £41.25 £46.78 £15.75
East Midlands median hourly rate £40.00 £42.50 £38.75
% change year-on-year -5.88% +9.68% +112.33%

Python
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Python in Nottinghamshire

Python
Contractor Daily Rate Trend in Nottinghamshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Python in Nottinghamshire.

Contractor daily rate trend for Python in Nottinghamshire

Python
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing Python in Nottinghamshire over the 6 months to 19 November 2018.

Contractor daily rate histogram for Python in Nottinghamshire

Python
Contract Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the Nottinghamshire region over the 6 months to 19 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham +42 78 £450 -10.00% 20
Python
East Midlands

For the 6 months to 19 November 2018, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Nottinghamshire region with a requirement for Python.

1 54 (65.85%) Agile Software Development
2 37 (45.12%) DevOps
3 36 (43.90%) Ansible
4 35 (42.68%) Amazon AWS
4 35 (42.68%) Linux
5 29 (35.37%) ETL
5 29 (35.37%) Docker
6 28 (34.15%) Opscode Chef
7 26 (31.71%) Analytics
7 26 (31.71%) Virtual Private Cloud
8 24 (29.27%) SQL
9 23 (28.05%) Open Source
9 23 (28.05%) NoSQL
10 22 (26.83%) Web Services
11 20 (24.39%) Analytical Skills
11 20 (24.39%) Workflow
11 20 (24.39%) PHP
12 19 (23.17%) MySQL
12 19 (23.17%) Amazon EC2
12 19 (23.17%) Amazon S3
12 19 (23.17%) Amazon Glacier
12 19 (23.17%) Amazon EMR
12 19 (23.17%) Relational Database
12 19 (23.17%) Amazon Redshift
12 19 (23.17%) Amazon Aurora
13 18 (21.95%) Splunk
13 18 (21.95%) Java
14 17 (20.73%) Test Automation
14 17 (20.73%) Selenium
14 17 (20.73%) Data Analytics

Python
Co-occurring IT Skills in Nottinghamshire 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 8 (9.76%) Apache Spark
1 8 (9.76%) Elasticsearch
1 8 (9.76%) nginx
2 4 (4.88%) Cloud Foundry
3 2 (2.44%) Confluence
Cloud Services
1 35 (42.68%) Amazon AWS
2 26 (31.71%) Virtual Private Cloud
3 19 (23.17%) Amazon EC2
3 19 (23.17%) Amazon EMR
3 19 (23.17%) Amazon Glacier
3 19 (23.17%) Amazon S3
4 7 (8.54%) Route 53
5 6 (7.32%) Microsoft Azure
6 4 (4.88%) Google Cloud Platform
6 4 (4.88%) OpenShift
6 4 (4.88%) Tricentis Tosca
7 1 (1.22%) Cloud Computing
Communications & Networking
1 1 (1.22%) BGP
1 1 (1.22%) Cisco ASA
1 1 (1.22%) Cisco IOS
1 1 (1.22%) EIGRP
1 1 (1.22%) F5 BIG-IP LTM
1 1 (1.22%) Firewall
1 1 (1.22%) HSRP
1 1 (1.22%) HTTP
1 1 (1.22%) IPsec
1 1 (1.22%) Network Security
1 1 (1.22%) NX-OS
1 1 (1.22%) Sourcefire
1 1 (1.22%) SSL
1 1 (1.22%) TCP/IP
1 1 (1.22%) VRRP
1 1 (1.22%) Wireshark
Database & Business Intelligence
1 23 (28.05%) NoSQL
2 19 (23.17%) Amazon Aurora
2 19 (23.17%) Amazon Redshift
2 19 (23.17%) MySQL
2 19 (23.17%) Relational Database
3 12 (14.63%) Apache Cassandra
4 8 (9.76%) Amazon RDS
4 8 (9.76%) Big Data
4 8 (9.76%) Cloudera CDH
4 8 (9.76%) Hadoop
4 8 (9.76%) Sqoop
5 5 (6.10%) MongoDB
6 1 (1.22%) Data Warehouse
6 1 (1.22%) QlikView
Development Applications
1 17 (20.73%) Selenium
2 13 (15.85%) Jenkins
3 11 (13.41%) Git (software)
4 7 (8.54%) Team Foundation Server
5 6 (7.32%) Bitbucket
5 6 (7.32%) Cucumber
6 4 (4.88%) Artifactory
6 4 (4.88%) Atlassian Bamboo
6 4 (4.88%) HP UFT
6 4 (4.88%) Maven
6 4 (4.88%) Subversion
7 2 (2.44%) JIRA
7 2 (2.44%) Protractor
7 2 (2.44%) SoapUI
7 2 (2.44%) SOAtest
7 2 (2.44%) SpecFlow
8 1 (1.22%) SonarQube
General
1 14 (17.07%) Finance
2 10 (12.20%) Back Office
3 3 (3.66%) Publishing
4 1 (1.22%) Retail
Job Titles
1 28 (34.15%) Developer
2 21 (25.61%) Administrator
2 21 (25.61%) AWS Engineer
3 18 (21.95%) Cloud Engineer
4 13 (15.85%) Developer in Test
4 13 (15.85%) DevOps Engineer
5 12 (14.63%) Automation Developer
6 11 (13.41%) Agile Developer
6 11 (13.41%) Agile Tester
6 11 (13.41%) Automation Tester
6 11 (13.41%) Selenium Automation Tester
6 11 (13.41%) Selenium Tester
6 11 (13.41%) Test Automation Developer
6 11 (13.41%) Tester
7 10 (12.20%) AWS DevOps
7 10 (12.20%) Software Developer
8 9 (10.98%) AWS DevOps Engineer
8 9 (10.98%) Data Engineer
9 8 (9.76%) DBA
9 8 (9.76%) Systems Administrator
Libraries, Frameworks & Software Standards
1 22 (26.83%) Web Services
2 8 (9.76%) Elastic Stack
2 8 (9.76%) LEMP Stack
2 8 (9.76%) Memcached
2 8 (9.76%) PHP-FPM
3 6 (7.32%) Node.js
4 4 (4.88%) Kafka
4 4 (4.88%) LAMP
4 4 (4.88%) React
4 4 (4.88%) Spring
5 2 (2.44%) AngularJS
5 2 (2.44%) SOAP
6 1 (1.22%) XML
Miscellaneous
1 20 (24.39%) Analytical Skills
2 13 (15.85%) Computer Science
3 9 (10.98%) Mainframe
4 7 (8.54%) Clustering
4 7 (8.54%) Greenfield Project
5 6 (7.32%) Replication
6 4 (4.88%) Public Cloud
7 3 (3.66%) Robotics
8 2 (2.44%) Enterprise Software
9 1 (1.22%) Foreign Exchange (FX)
Operating Systems
1 35 (42.68%) Linux
2 10 (12.20%) Unix
3 8 (9.76%) CentOS
4 2 (2.44%) Windows
Processes & Methodologies
1 54 (65.85%) Agile Software Development
2 37 (45.12%) DevOps
3 29 (35.37%) ETL
4 26 (31.71%) Analytics
5 23 (28.05%) Open Source
6 20 (24.39%) Workflow
7 17 (20.73%) Data Analytics
7 17 (20.73%) Test Automation
8 13 (15.85%) Task Automation
9 12 (14.63%) Business Continuity
9 12 (14.63%) Change Control
9 12 (14.63%) Process Management
9 12 (14.63%) Project Planning
10 11 (13.41%) OO
10 11 (13.41%) Robotic Process Automation
11 10 (12.20%) Data Science
11 10 (12.20%) Office Automation
11 10 (12.20%) Proactive Monitoring
12 9 (10.98%) Change Management
12 9 (10.98%) Dashboard Development
Programming Languages
1 24 (29.27%) SQL
2 20 (24.39%) PHP
3 18 (21.95%) Java
4 16 (19.51%) Bash Shell
4 16 (19.51%) JavaScript
5 12 (14.63%) C#
5 12 (14.63%) Perl
6 8 (9.76%) Scala
7 5 (6.10%) PowerShell
8 1 (1.22%) Tcl
Qualifications
1 12 (14.63%) Degree
2 11 (13.41%) Computer Science Degree
3 1 (1.22%) MySQL Certification
3 1 (1.22%) PhD
Quality Assurance & Compliance
1 8 (9.76%) GDPR
System Software
1 29 (35.37%) Docker
Systems Management
1 36 (43.90%) Ansible
2 28 (34.15%) Opscode Chef
3 8 (9.76%) HAProxy
3 8 (9.76%) Icinga
3 8 (9.76%) Nagios
3 8 (9.76%) Oozie
4 7 (8.54%) Galera Cluster
4 7 (8.54%) Puppet
5 4 (4.88%) Kubernetes
5 4 (4.88%) OpenView
5 4 (4.88%) SCOM
5 4 (4.88%) ZABBIX
6 2 (2.44%) HP Quality Center
6 2 (2.44%) Terraform
7 1 (1.22%) Docker Swarm
Vendors
1 18 (21.95%) Splunk
2 12 (14.63%) Automation Anywhere
2 12 (14.63%) Red Hat
3 8 (9.76%) Cloudera
3 8 (9.76%) Percona
4 6 (7.32%) HP
4 6 (7.32%) Microsoft
5 5 (6.10%) Google
6 2 (2.44%) Blue Prism
7 1 (1.22%) Arista
7 1 (1.22%) CheckPoint
7 1 (1.22%) Cisco
7 1 (1.22%) F5
7 1 (1.22%) Palo Alto
7 1 (1.22%) SaltStack
7 1 (1.22%) Teradata