Period
to 16 June 2019

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 16 June 2019 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
16 Jun 2019
Same period 2018 Same period 2017
Rank 48 48 35
Rank change year-on-year 0 -13 +32
Contract jobs citing Python 19 35 34
As % of all contract IT jobs advertised in Nottinghamshire 3.41% 3.96% 4.22%
As % of the Programming Languages category 7.69% 8.41% 8.27%
Number of daily rates quoted 13 30 24
Nottinghamshire median daily rate £385 £406 £388
Median daily rate % change year-on-year -5.23% +4.84% +19.23%
10th Percentile £368 £315 £313
90th Percentile £588 £528 £518
East Midlands median daily rate £413 £450 £416
% change year-on-year -8.33% +8.11% +22.43%
Number of hourly rates quoted 0 0 0
Nottinghamshire median hourly rate - - -
East Midlands median hourly rate £47.50 - £40.00

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 247 416 411
As % of all contract IT jobs advertised in Nottinghamshire 44.27% 47.06% 51.06%
Number of daily rates quoted 158 241 251
Nottinghamshire median daily rate £410 £400 £368
Median daily rate % change year-on-year +2.39% +8.84% +5.00%
10th Percentile £325 £288 £263
90th Percentile £575 £525 £500
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% +11.11%
Number of hourly rates quoted 1 6 0
Nottinghamshire median hourly rate £22.83 £45.00 -
Median hourly rate % change year-on-year -49.27% - -
East Midlands median hourly rate £35.50 £42.50 £40.00
% change year-on-year -16.47% +6.25% +8.11%

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 16 June 2019.

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 16 June 2019. 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 -3 19 £385 -3.75% 8
Python
East Midlands

For the 6 months to 16 June 2019, 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 14 (73.68%) Agile Software Development
2 13 (68.42%) Amazon AWS
3 11 (57.89%) Microsoft Azure
4 9 (47.37%) Google
4 9 (47.37%) .NET
4 9 (47.37%) MySQL
4 9 (47.37%) PHP
4 9 (47.37%) ASP.NET
4 9 (47.37%) Google Cloud Platform
5 7 (36.84%) Continuous Improvement
5 7 (36.84%) E-Commerce
5 7 (36.84%) Retail
5 7 (36.84%) Finance
6 6 (31.58%) Docker
7 5 (26.32%) Business Intelligence
7 5 (26.32%) SQL
8 4 (21.05%) Linux
8 4 (21.05%) ETL
8 4 (21.05%) Kubernetes
9 3 (15.79%) Analytical Skills
9 3 (15.79%) React
9 3 (15.79%) DevOps
9 3 (15.79%) Jenkins
9 3 (15.79%) OpenShift
9 3 (15.79%) CSS3
9 3 (15.79%) HTML5
9 3 (15.79%) JavaScript
9 3 (15.79%) Data Warehouse
9 3 (15.79%) CSS
9 3 (15.79%) Oracle

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 2 (10.53%) SharePoint
1 2 (10.53%) SharePoint 2013
2 1 (5.26%) Apache
2 1 (5.26%) nginx
Applications
1 2 (10.53%) Microsoft Excel
1 2 (10.53%) Microsoft PowerPoint
Business Applications
1 2 (10.53%) Workfront
Cloud Services
1 13 (68.42%) Amazon AWS
2 11 (57.89%) Microsoft Azure
3 9 (47.37%) Google Cloud Platform
4 3 (15.79%) OpenShift
5 2 (10.53%) Office 365
5 2 (10.53%) Power Platform
5 2 (10.53%) SaaS
6 1 (5.26%) Serverless
Communications & Networking
1 1 (5.26%) Firewall
Database & Business Intelligence
1 9 (47.37%) MySQL
2 3 (15.79%) Data Warehouse
3 2 (10.53%) Big Data
3 2 (10.53%) MongoDB
3 2 (10.53%) Power BI
3 2 (10.53%) SQLPlus
4 1 (5.26%) PostgreSQL
4 1 (5.26%) RDBMS
4 1 (5.26%) Relational Database
4 1 (5.26%) SQL Server
Development Applications
1 3 (15.79%) Git (software)
1 3 (15.79%) Jenkins
2 2 (10.53%) Bitbucket
2 2 (10.53%) JIRA
General
1 7 (36.84%) Finance
1 7 (36.84%) Retail
2 1 (5.26%) Games
Job Titles
1 7 (36.84%) AWS Consultant
1 7 (36.84%) Consultant
2 5 (26.32%) Developer
3 3 (15.79%) Automation Engineer
3 3 (15.79%) Python Developer
4 2 (10.53%) Analyst
4 2 (10.53%) Data Analyst
4 2 (10.53%) Full Stack Developer
4 2 (10.53%) Python Engineer
5 1 (5.26%) Architect
5 1 (5.26%) Automation Developer
5 1 (5.26%) AWS DevOps
5 1 (5.26%) AWS Engineer
5 1 (5.26%) Cloud Automation Engineer
5 1 (5.26%) Cloud Developer
5 1 (5.26%) Java Developer
5 1 (5.26%) Java Engineer
5 1 (5.26%) Lead Software Engineer
5 1 (5.26%) Linux Engineer
5 1 (5.26%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (47.37%) .NET
1 9 (47.37%) ASP.NET
2 3 (15.79%) CSS
2 3 (15.79%) CSS3
2 3 (15.79%) HTML
2 3 (15.79%) HTML5
2 3 (15.79%) React
3 2 (10.53%) Node.js
4 1 (5.26%) Django
4 1 (5.26%) Flask
4 1 (5.26%) Kafka
4 1 (5.26%) Pandas
4 1 (5.26%) Pyramid
4 1 (5.26%) scikit-learn
4 1 (5.26%) SciPy
4 1 (5.26%) SpaCy
4 1 (5.26%) Web Services
Miscellaneous
1 3 (15.79%) Analytical Skills
2 1 (5.26%) Cloud Native
2 1 (5.26%) Virtual Team
Operating Systems
1 4 (21.05%) Linux
Processes & Methodologies
1 14 (73.68%) Agile Software Development
2 7 (36.84%) Continuous Improvement
2 7 (36.84%) E-Commerce
3 5 (26.32%) Business Intelligence
4 4 (21.05%) ETL
5 3 (15.79%) Computer Science
5 3 (15.79%) Data Analysis
5 3 (15.79%) DevOps
5 3 (15.79%) Mathematics
5 3 (15.79%) Scrum
6 2 (10.53%) API Integration
6 2 (10.53%) Continuous Integration
6 2 (10.53%) Cross-Browser Compatibility
6 2 (10.53%) Customer Requirements
6 2 (10.53%) Cybersecurity
6 2 (10.53%) Data Visualisation
6 2 (10.53%) Decision-Making
6 2 (10.53%) Fintech
6 2 (10.53%) Kanban
6 2 (10.53%) Visualisation
Programming Languages
1 9 (47.37%) PHP
2 5 (26.32%) SQL
3 3 (15.79%) JavaScript
4 2 (10.53%) Bash Shell
4 2 (10.53%) Java
4 2 (10.53%) PowerShell
4 2 (10.53%) VBA
5 1 (5.26%) C#
5 1 (5.26%) C++
Qualifications
1 1 (5.26%) Computer Science Degree
1 1 (5.26%) Degree
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
System Software
1 6 (31.58%) Docker
Systems Management
1 4 (21.05%) Kubernetes
2 3 (15.79%) Ansible
3 2 (10.53%) Opscode Chef
3 2 (10.53%) Puppet
3 2 (10.53%) Salt
Vendors
1 9 (47.37%) Google
2 3 (15.79%) Oracle
3 2 (10.53%) Informatica
3 2 (10.53%) ServiceNow
3 2 (10.53%) Tableau
4 1 (5.26%) New Relic
4 1 (5.26%) VMware