Period
to 27 February 2020

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 27 February 2020 with a comparison to the same period in the previous 2 years.

Python
England > East Midlands
6 months to
27 Feb 2020
Same period 2019 Same period 2018
Rank 59 51 47
Rank change year-on-year -8 -4 +7
Permanent jobs citing Python 147 221 299
As % of all permanent IT jobs advertised in the East Midlands 4.20% 5.25% 5.61%
As % of the Programming Languages category 8.27% 9.33% 9.17%
Number of salaries quoted 132 160 293
East Midlands median annual salary £50,000 £41,000 £47,500
Median salary % change year-on-year +21.95% -13.68% +11.76%
10th Percentile £31,250 £27,500 £27,000
90th Percentile £73,750 £75,125 £66,250
England median annual salary £64,500 £60,000 £57,500
% change year-on-year +7.50% +4.35% +4.55%

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

All Programming Languages
East Midlands
Permanent vacancies with a requirement for coding skills 1,778 2,368 3,259
As % of all permanent IT jobs advertised in the East Midlands 50.83% 56.21% 61.12%
Number of salaries quoted 1,563 1,801 2,840
East Midlands median annual salary £45,000 £41,500 £40,000
Median salary % change year-on-year +8.43% +3.75% -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £65,000 £63,750 £58,750
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Python
Job Vacancy Trend in the East Midlands

Job postings citing Python as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Python in the East Midlands

Python
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in the East Midlands.

Salary trend for Python in the East Midlands

Python
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Python in the East Midlands over the 6 months to 27 February 2020.

Salary histogram for Python in the East Midlands

Python
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the East Midlands region over the 6 months to 27 February 2020. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +11 105 £55,000 +18.92% 38
Leicestershire -6 24 £42,500 +13.33% 13
Derbyshire +7 8 £37,500 +20.97% 2
Northamptonshire -20 7 £65,000 - 5
Lincolnshire -4 2 £31,500 -21.25% 3
Rutland +9 1 £27,500 -
Python
England

For the 6 months to 27 February 2020, IT 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 permanent job ads across the East Midlands region with a requirement for Python.

1 79 (53.74%) Agile Software Development
2 66 (44.90%) Java
3 56 (38.10%) JavaScript
3 56 (38.10%) C#
4 55 (37.41%) Jenkins
5 53 (36.05%) Test Automation
6 51 (34.69%) Git (software)
7 48 (32.65%) Scrum
8 45 (30.61%) AWS
9 39 (26.53%) HTML
9 39 (26.53%) DevOps
10 38 (25.85%) CSS
11 34 (23.13%) Degree
12 32 (21.77%) Software Engineering
13 30 (20.41%) Azure
14 26 (17.69%) Linux
15 24 (16.33%) SDLC
16 22 (14.97%) Public Cloud
16 22 (14.97%) Web Services
16 22 (14.97%) Puppet
17 21 (14.29%) Bash Shell
17 21 (14.29%) BDD
17 21 (14.29%) TDD
17 21 (14.29%) User Stories
17 21 (14.29%) Enterprise Software
17 21 (14.29%) Secure Coding
17 21 (14.29%) Sonatype Nexus
18 20 (13.61%) Ansible
18 20 (13.61%) HTML5
19 19 (12.93%) CSS3

Python
Co-occurring 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 6 (4.08%) Apache Spark
2 3 (2.04%) Confluence
3 2 (1.36%) Apache
3 2 (1.36%) SAS
3 2 (1.36%) Zope
4 1 (0.68%) ArcGIS
4 1 (0.68%) ArcSDE
4 1 (0.68%) GeoServer
4 1 (0.68%) IIS
4 1 (0.68%) nginx
4 1 (0.68%) Tomcat
Applications
1 2 (1.36%) 3ds Max
1 2 (1.36%) CINEMA 4D
1 2 (1.36%) LightWave 3D
1 2 (1.36%) Maya
1 2 (1.36%) MODO
2 1 (0.68%) Microsoft Excel
2 1 (0.68%) Simulink
2 1 (0.68%) Stateflow
Cloud Services
1 45 (30.61%) AWS
2 30 (20.41%) Azure
3 19 (12.93%) GCP
4 15 (10.20%) GitHub
4 15 (10.20%) Serverless
5 14 (9.52%) AWS Lambda
6 6 (4.08%) AWS CloudFormation
7 5 (3.40%) IaaS
7 5 (3.40%) PaaS
7 5 (3.40%) SaaS
8 3 (2.04%) Amazon EC2
8 3 (2.04%) AWS CodeBuild
9 2 (1.36%) Amazon ELB
9 2 (1.36%) Amazon S3
9 2 (1.36%) AWS CodePipeline
9 2 (1.36%) Azure Data Factory
9 2 (1.36%) Power Platform
10 1 (0.68%) Amazon EMR
10 1 (0.68%) Amazon SQS
10 1 (0.68%) Cloud Computing
Communications & Networking
1 3 (2.04%) Asterisk PBX
2 2 (1.36%) CTI
2 2 (1.36%) Internet
2 2 (1.36%) VoIP
3 1 (0.68%) DHCP
3 1 (0.68%) DNS
3 1 (0.68%) Ethernet
3 1 (0.68%) FlexRay
3 1 (0.68%) TCP/IP
Database & Business Intelligence
1 18 (12.24%) MySQL
2 9 (6.12%) Relational Database
3 4 (2.72%) Data Warehouse
3 4 (2.72%) SQL Server
4 3 (2.04%) Amazon DynamoDB
4 3 (2.04%) Big Data
4 3 (2.04%) Data Lake
4 3 (2.04%) Hadoop
4 3 (2.04%) Redis
5 2 (1.36%) Azure SQL Data Warehouse
5 2 (1.36%) NoSQL
5 2 (1.36%) Power BI
5 2 (1.36%) Spark SQL
5 2 (1.36%) SQL Server 2012
5 2 (1.36%) SQL Server Analysis Services
5 2 (1.36%) SQL Server Integration Services
5 2 (1.36%) SQL Server Reporting Services
6 1 (0.68%) Data Mining
6 1 (0.68%) GIS
6 1 (0.68%) SAS Enterprise Guide
Development Applications
1 55 (37.41%) Jenkins
2 51 (34.69%) Git (software)
3 21 (14.29%) Sonatype Nexus
4 19 (12.93%) Atlassian Bamboo
4 19 (12.93%) Eclipse
4 19 (12.93%) IntelliJ
4 19 (12.93%) Subversion
5 14 (9.52%) Selenium
6 13 (8.84%) Cucumber
7 9 (6.12%) Bitbucket
8 5 (3.40%) GitLab
8 5 (3.40%) JIRA
9 4 (2.72%) Visual Studio
10 3 (2.04%) Travis CI
11 2 (1.36%) Artifactory
11 2 (1.36%) GCC
11 2 (1.36%) Xcode
12 1 (0.68%) MSI
12 1 (0.68%) Octopus Deploy
12 1 (0.68%) TeamCity
General
1 11 (7.48%) Automotive
2 9 (6.12%) Finance
3 7 (4.76%) Aerospace
4 6 (4.08%) Law
5 3 (2.04%) Banking
5 3 (2.04%) Retail
6 2 (1.36%) Games
6 2 (1.36%) Marketing
7 1 (0.68%) German Language
7 1 (0.68%) Police
7 1 (0.68%) Public Sector
Job Titles
1 73 (49.66%) Developer
2 18 (12.24%) Cloud Engineer
2 18 (12.24%) Software Engineer
3 17 (11.56%) DevOps Engineer
3 17 (11.56%) Java Developer
4 16 (10.88%) Software Developer
5 15 (10.20%) Python Engineer
6 14 (9.52%) Python Developer
7 13 (8.84%) Full Stack Developer
7 13 (8.84%) Java Engineer
7 13 (8.84%) Java Software Engineer
7 13 (8.84%) Lead Developer
8 12 (8.16%) Azure Engineer
8 12 (8.16%) JavaScript Engineer
8 12 (8.16%) Lead Software Engineer
8 12 (8.16%) Python Software Engineer
9 10 (6.80%) Lead Java Developer
10 9 (6.12%) Senior Developer
11 8 (5.44%) AWS Engineer
11 8 (5.44%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 39 (26.53%) HTML
2 38 (25.85%) CSS
3 22 (14.97%) Web Services
4 20 (13.61%) HTML5
5 19 (12.93%) AngularJS
5 19 (12.93%) CSS3
6 17 (11.56%) Node.js
7 14 (9.52%) REST
8 13 (8.84%) .NET
9 11 (7.48%) RabbitMQ
9 11 (7.48%) SOAP
9 11 (7.48%) Spring
10 10 (6.80%) Ajax
10 10 (6.80%) jQuery
11 9 (6.12%) SignalR
12 7 (4.76%) React
13 6 (4.08%) Elastic Stack
13 6 (4.08%) Qt
14 5 (3.40%) Gherkin
15 4 (2.72%) Kafka
Miscellaneous
1 22 (14.97%) Public Cloud
2 21 (14.29%) Enterprise Software
3 12 (8.16%) Greenfield Project
4 11 (7.48%) Analytical Skills
5 9 (6.12%) Renewable Energy
6 8 (5.44%) Enterprise Cloud
7 5 (3.40%) Algorithms
7 5 (3.40%) Cloud Native
8 3 (2.04%) Linux Command Line
8 3 (2.04%) Self-Motivation
8 3 (2.04%) User Experience
9 2 (1.36%) 3D Graphics
9 2 (1.36%) CUDA
9 2 (1.36%) Management Information System
10 1 (0.68%) Credit Risk
10 1 (0.68%) Data Structures
10 1 (0.68%) Foreign Exchange (FX)
10 1 (0.68%) Hybrid Cloud
10 1 (0.68%) Lidar
10 1 (0.68%) Mobile App
Operating Systems
1 26 (17.69%) Linux
2 19 (12.93%) Windows
3 3 (2.04%) Ubuntu
4 2 (1.36%) Mac OS X
4 2 (1.36%) Red Hat Enterprise Linux
4 2 (1.36%) Unix
5 1 (0.68%) CentOS
Processes & Methodologies
1 79 (53.74%) Agile Software Development
2 53 (36.05%) Test Automation
3 48 (32.65%) Scrum
4 39 (26.53%) DevOps
5 32 (21.77%) Software Engineering
6 24 (16.33%) SDLC
7 21 (14.29%) BDD
7 21 (14.29%) Secure Coding
7 21 (14.29%) TDD
7 21 (14.29%) User Stories
8 19 (12.93%) Mentoring
8 19 (12.93%) Unit Testing
9 17 (11.56%) Collaborative Working
10 13 (8.84%) Web Development
11 12 (8.16%) OOP
11 12 (8.16%) Problem-Solving
12 11 (7.48%) Configuration Management
12 11 (7.48%) Server Management
13 10 (6.80%) Software Testing
14 9 (6.12%) OO
Programming Languages
1 66 (44.90%) Java
2 56 (38.10%) C#
2 56 (38.10%) JavaScript
3 21 (14.29%) Bash Shell
4 17 (11.56%) C++
4 17 (11.56%) PHP
4 17 (11.56%) Scala
5 15 (10.20%) SQL
6 12 (8.16%) PowerShell
7 7 (4.76%) C
7 7 (4.76%) R
8 5 (3.40%) Go
8 5 (3.40%) TypeScript
9 3 (2.04%) ES6
9 3 (2.04%) MATLAB
9 3 (2.04%) PHP 7
9 3 (2.04%) Ruby
10 2 (1.36%) Data Analysis Expressions (DAX)
10 2 (1.36%) VBA
11 1 (0.68%) IronPython
Qualifications
1 34 (23.13%) Degree
2 6 (4.08%) AWS Certification
3 5 (3.40%) Computer Science Degree
4 1 (0.68%) (ISC)2 CCSP
4 1 (0.68%) CCSP
4 1 (0.68%) Cisco Certification
4 1 (0.68%) CISM
4 1 (0.68%) CISSP
4 1 (0.68%) Oracle Certification
4 1 (0.68%) PhD
Quality Assurance & Compliance
1 10 (6.80%) QA
2 4 (2.72%) Data Quality
2 4 (2.72%) GDPR
3 1 (0.68%) ISO 26262
3 1 (0.68%) MISRA
System Software
1 17 (11.56%) Docker
2 7 (4.76%) VMware Infrastructure
3 6 (4.08%) Hyper-V
3 6 (4.08%) vSphere
4 2 (1.36%) Kamailio
5 1 (0.68%) Active Directory
Systems Management
1 22 (14.97%) Puppet
2 20 (13.61%) Ansible
3 17 (11.56%) Terraform
4 16 (10.88%) Kubernetes
5 11 (7.48%) Opscode Chef
6 1 (0.68%) Cacti
6 1 (0.68%) Nagios
Vendors
1 11 (7.48%) Microsoft
2 10 (6.80%) Google
3 8 (5.44%) Alibaba
4 7 (4.76%) VMware
5 6 (4.08%) AppDynamics
5 6 (4.08%) New Relic
5 6 (4.08%) Splunk
6 4 (2.72%) Databricks
7 1 (0.68%) ESRI
7 1 (0.68%) NVIDIA
7 1 (0.68%) Oracle
7 1 (0.68%) Red Hat
7 1 (0.68%) SaltStack
7 1 (0.68%) Sun
7 1 (0.68%) Tableau