Period
to 25 October 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 25 October 2020 with a comparison to the same period in the previous 2 years.

Python
England > Yorkshire
6 months to
25 Oct 2020
Same period 2019 Same period 2018
Rank 11 18 30
Rank change year-on-year +7 +12 +13
Permanent jobs citing Python 356 665 613
As % of all permanent jobs advertised in Yorkshire 12.81% 9.65% 7.27%
As % of the Programming Languages category 22.17% 20.08% 13.51%
Number of salaries quoted 400 414 540
Median annual salary £55,000 £50,000 £47,500
Median salary % change year-on-year +10.00% +5.26% -
10th Percentile £40,000 £31,500 £31,250
90th Percentile £68,750 £70,875 £72,625
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +9.09%

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 Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 1,606 3,311 4,539
As % of all permanent IT jobs advertised in Yorkshire 57.81% 48.03% 53.86%
Number of salaries quoted 1,430 2,699 3,819
Median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £32,500 £27,000 £27,500
90th Percentile £65,000 £63,750 £60,000
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

Python
Job Vacancy Trend in Yorkshire

Job postings citing Python as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Python in Yorkshire

Python
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Python in Yorkshire.

Salary trend for Python in Yorkshire

Python
Salary Histogram in Yorkshire

Salary distribution for jobs citing Python in Yorkshire over the 6 months to 25 October 2020.

Salary histogram for Python in Yorkshire

Python
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Yorkshire region over the 6 months to 25 October 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
West Yorkshire +13 225 £55,000 +10.00% 50
South Yorkshire +23 75 £55,000 +29.41% 12
North Yorkshire -15 48 £47,500 +5.56% 5
Python
England

For the 6 months to 25 October 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 Yorkshire region with a requirement for Python.

1 172 (48.31%) Java
2 158 (44.38%) AWS
3 156 (43.82%) Agile Software Development
4 154 (43.26%) DevOps
5 136 (38.20%) Software Engineering
6 125 (35.11%) C#
7 109 (30.62%) JavaScript
8 104 (29.21%) SQL
9 96 (26.97%) Docker
10 95 (26.69%) Jenkins
11 93 (26.12%) Node.js
12 87 (24.44%) Terraform
13 82 (23.03%) Linux
14 72 (20.22%) Go
15 69 (19.38%) Kubernetes
16 61 (17.13%) Configuration Management
17 60 (16.85%) Degree
18 58 (16.29%) Serverless
19 57 (16.01%) Azure
20 51 (14.33%) NoSQL
20 51 (14.33%) Ruby
20 51 (14.33%) C++
21 50 (14.04%) TDD
22 48 (13.48%) Bash Shell
22 48 (13.48%) Infrastructure as Code
23 47 (13.20%) Test Automation
23 47 (13.20%) Puppet
24 45 (12.64%) Ansible
24 45 (12.64%) PostgreSQL
25 44 (12.36%) Git (software)

Python
Co-occurring IT Skills in Yorkshire 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 22 (6.18%) Elasticsearch
2 17 (4.78%) nginx
3 7 (1.97%) Apache Spark
3 7 (1.97%) Oracle HTTP Server
3 7 (1.97%) WebLogic
4 6 (1.69%) Confluence
4 6 (1.69%) Oracle SOA Suite
5 5 (1.40%) Apache
6 3 (0.84%) Cloud Foundry
6 3 (0.84%) OpenStack
7 2 (0.56%) Jupyter
7 2 (0.56%) SAS
8 1 (0.28%) SharePoint
Applications
1 1 (0.28%) Abaqus
1 1 (0.28%) Microsoft Excel
1 1 (0.28%) Microsoft PowerPoint
Cloud Services
1 158 (44.38%) AWS
2 58 (16.29%) Serverless
3 57 (16.01%) Azure
4 42 (11.80%) AWS Lambda
5 32 (8.99%) AWS CloudFormation
5 32 (8.99%) GCP
6 17 (4.78%) Amazon EKS
7 13 (3.65%) Amazon EC2
7 13 (3.65%) Amazon ELB
7 13 (3.65%) AWS Elastic Beanstalk
8 12 (3.37%) Datadog
9 10 (2.81%) Amazon S3
10 9 (2.53%) PaaS
10 9 (2.53%) Power Platform
11 8 (2.25%) SaaS
12 5 (1.40%) Amazon SQS
12 5 (1.40%) DigitalOcean
12 5 (1.40%) IaaS
13 4 (1.12%) GitHub
13 4 (1.12%) Office 365
Communications & Networking
1 10 (2.81%) Wireless
2 8 (2.25%) HTTP
3 7 (1.97%) Wi-Fi
4 6 (1.69%) Broadband
5 5 (1.40%) 802.11
6 3 (0.84%) Ethernet
6 3 (0.84%) WAN
7 2 (0.56%) DNS
7 2 (0.56%) Firewall
7 2 (0.56%) RS-232
7 2 (0.56%) RS-485
7 2 (0.56%) Software-Defined Networking
8 1 (0.28%) DVB
8 1 (0.28%) HTTPS
8 1 (0.28%) Internet
8 1 (0.28%) LAN
8 1 (0.28%) MIMO
8 1 (0.28%) MQTT
8 1 (0.28%) TCP/IP
8 1 (0.28%) Unified Communications
Database & Business Intelligence
1 51 (14.33%) NoSQL
2 45 (12.64%) PostgreSQL
3 39 (10.96%) Big Data
4 30 (8.43%) Redis
5 23 (6.46%) MySQL
6 22 (6.18%) Data Warehouse
7 21 (5.90%) MongoDB
8 17 (4.78%) Data Lake
9 15 (4.21%) MariaDB
10 12 (3.37%) Amazon RDS
10 12 (3.37%) Azure SQL Database
10 12 (3.37%) Cosmos DB
11 11 (3.09%) BigQuery
12 10 (2.81%) CloverETL
13 9 (2.53%) Relational Database
13 9 (2.53%) SQL Server
14 8 (2.25%) SQL Server Integration Services
15 6 (1.69%) Oracle Reports
16 5 (1.40%) Data Mining
16 5 (1.40%) Power BI
Development Applications
1 95 (26.69%) Jenkins
2 44 (12.36%) Git (software)
3 28 (7.87%) Selenium
3 28 (7.87%) Subversion
4 20 (5.62%) JIRA
5 17 (4.78%) Maven
5 17 (4.78%) TeamCity
6 15 (4.21%) WebDriver
7 13 (3.65%) Mercurial
8 12 (3.37%) Team Foundation Server
9 11 (3.09%) SoapUI
10 9 (2.53%) Xcode
11 8 (2.25%) Bitbucket
11 8 (2.25%) Cucumber
12 7 (1.97%) Visual Studio
13 6 (1.69%) Oracle Forms
14 4 (1.12%) GCC
14 4 (1.12%) GoCD
14 4 (1.12%) Gradle
15 3 (0.84%) SpecFlow
General
1 19 (5.34%) Games
2 13 (3.65%) Finance
3 8 (2.25%) Marketing
3 8 (2.25%) Public Sector
4 5 (1.40%) Publishing
4 5 (1.40%) Telecoms
5 4 (1.12%) Manufacturing
6 3 (0.84%) Electronics
7 1 (0.28%) Banking
Job Titles
1 105 (29.49%) Software Engineer
2 74 (20.79%) DevOps Engineer
3 64 (17.98%) Developer
4 47 (13.20%) Python Engineer
5 37 (10.39%) Python Software Engineer
6 36 (10.11%) AWS Engineer
7 33 (9.27%) AWS DevOps
8 31 (8.71%) AWS DevOps Engineer
9 26 (7.30%) Python Developer
10 20 (5.62%) Azure Engineer
10 20 (5.62%) Data Engineer
10 20 (5.62%) Java Engineer
11 17 (4.78%) Azure DevOps Engineer
11 17 (4.78%) Java Software Engineer
12 15 (4.21%) Azure DevOps
13 13 (3.65%) JavaScript Developer
13 13 (3.65%) Test Engineer
14 12 (3.37%) Developer in Test
14 12 (3.37%) Java Scala Software Engineer
14 12 (3.37%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 93 (26.12%) Node.js
2 36 (10.11%) .NET
3 17 (4.78%) Web Services
4 16 (4.49%) RabbitMQ
5 15 (4.21%) AngularJS
6 14 (3.93%) Kafka
6 14 (3.93%) React
7 13 (3.65%) .NET Core
8 11 (3.09%) Gherkin
8 11 (3.09%) HTML
9 10 (2.81%) CSS
10 9 (2.53%) Vue.js
11 8 (2.25%) Elastic Stack
11 8 (2.25%) YAML
12 7 (1.97%) Middleware
12 7 (1.97%) RESTful
13 5 (1.40%) 802.1X
13 5 (1.40%) GStreamer
13 5 (1.40%) KnockoutJS
13 5 (1.40%) Pandas
Miscellaneous
1 16 (4.49%) Enterprise Cloud
2 13 (3.65%) Cloud Native
3 12 (3.37%) Linux Command Line
4 10 (2.81%) Management Information System
4 10 (2.81%) Mobile App
5 9 (2.53%) Analytical Skills
5 9 (2.53%) Greenfield Project
6 7 (1.97%) Algorithms
6 7 (1.97%) Xbox
7 6 (1.69%) Self-Motivation
8 5 (1.40%) CAN bus
8 5 (1.40%) Lidar
9 3 (0.84%) Data Centre
9 3 (0.84%) Enterprise Software
9 3 (0.84%) Public Cloud
9 3 (0.84%) User Experience
10 2 (0.56%) Analytical Mindset
10 2 (0.56%) Hybrid Cloud
11 1 (0.28%) Data Structures
11 1 (0.28%) Virtual Team
Operating Systems
1 82 (23.03%) Linux
2 18 (5.06%) Windows
3 13 (3.65%) Apple iOS
4 7 (1.97%) Android
4 7 (1.97%) Ubuntu
5 6 (1.69%) Mac OS X
5 6 (1.69%) Red Hat Enterprise Linux
6 5 (1.40%) Robot Operating System
7 3 (0.84%) CentOS
7 3 (0.84%) FreeBSD
7 3 (0.84%) FreeNAS
8 1 (0.28%) Unix
8 1 (0.28%) Windows 10
Processes & Methodologies
1 156 (43.82%) Agile Software Development
2 154 (43.26%) DevOps
3 136 (38.20%) Software Engineering
4 61 (17.13%) Configuration Management
5 50 (14.04%) TDD
6 48 (13.48%) Infrastructure as Code
7 47 (13.20%) Test Automation
8 36 (10.11%) Continuous Integration
9 33 (9.27%) Mathematics
10 32 (8.99%) Problem-Solving
11 31 (8.71%) Microservices
12 30 (8.43%) Machine Learning
13 29 (8.15%) Open Source
14 28 (7.87%) Deployment Automation
15 27 (7.58%) Unit Testing
16 25 (7.02%) ETL
17 24 (6.74%) OO
18 21 (5.90%) Analytics
19 20 (5.62%) Computer Science
20 19 (5.34%) Scrum
Programming Languages
1 172 (48.31%) Java
2 125 (35.11%) C#
3 109 (30.62%) JavaScript
4 104 (29.21%) SQL
5 72 (20.22%) Go
6 51 (14.33%) C++
6 51 (14.33%) Ruby
7 48 (13.48%) Bash Shell
8 35 (9.83%) Scala
9 30 (8.43%) R
10 25 (7.02%) PHP
11 20 (5.62%) C
12 14 (3.93%) PowerShell
13 13 (3.65%) Groovy
14 12 (3.37%) TypeScript
15 7 (1.97%) Apple Swift
15 7 (1.97%) Kotlin
16 5 (1.40%) Perl
17 4 (1.12%) MATLAB
18 2 (0.56%) Objective-C
Qualifications
1 60 (16.85%) Degree
2 31 (8.71%) Numerate Degree
3 16 (4.49%) Security Cleared
4 12 (3.37%) AWS Certification
5 7 (1.97%) SC Cleared
6 5 (1.40%) Master's Degree
7 4 (1.12%) PhD
8 3 (0.84%) Computer Science Degree
9 2 (0.56%) DV Cleared
9 2 (0.56%) Sun Certification
Quality Assurance & Compliance
1 11 (3.09%) QA
2 4 (1.12%) Data Quality
3 1 (0.28%) SLA
System Software
1 96 (26.97%) Docker
2 5 (1.40%) Microcode
2 5 (1.40%) VMware Infrastructure
3 4 (1.12%) Gluster
3 4 (1.12%) GlusterFS
4 3 (0.84%) KVM
5 2 (0.56%) Hyper-V
5 2 (0.56%) VMware NSX
5 2 (0.56%) vSphere
6 1 (0.28%) Active Directory
6 1 (0.28%) Virtual Machines
Systems Management
1 87 (24.44%) Terraform
2 69 (19.38%) Kubernetes
3 47 (13.20%) Puppet
4 45 (12.64%) Ansible
5 37 (10.39%) Opscode Chef
6 14 (3.93%) Prometheus
7 12 (3.37%) Grafana
8 4 (1.12%) Packer
8 4 (1.12%) SCCM
9 3 (0.84%) Proxmox
10 2 (0.56%) Marathon
10 2 (0.56%) Mesos
10 2 (0.56%) Rancher
11 1 (0.28%) Graylog
11 1 (0.28%) Kibana
11 1 (0.28%) Microsoft Intune
11 1 (0.28%) Single Sign-On
Vendors
1 30 (8.43%) SaltStack
2 20 (5.62%) Microsoft
3 15 (4.21%) Google
4 12 (3.37%) New Relic
4 12 (3.37%) Oracle
5 8 (2.25%) Red Hat
6 6 (1.69%) Splunk
7 5 (1.40%) Atlassian
7 5 (1.40%) Databricks
7 5 (1.40%) Dynatrace
7 5 (1.40%) NVIDIA
7 5 (1.40%) VMware
8 4 (1.12%) Apple
8 4 (1.12%) Perforce
8 4 (1.12%) Sony
9 3 (0.84%) Percona
9 3 (0.84%) ServiceNow
10 2 (0.56%) F5
10 2 (0.56%) Nimble Storage
10 2 (0.56%) Palo Alto