Period
to

The following table provides summary statistics for permanent job vacancies advertised in North 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 15 August 2022 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
15 Aug 2022
Same period 2021 Same period 2020
Rank 25 50 36
Rank change year-on-year +25 -14 -17
Permanent jobs citing Python 75 28 31
As % of all permanent jobs advertised in North Yorkshire 8.35% 3.81% 5.81%
As % of the Programming Languages category 20.49% 8.41% 11.40%
Number of salaries quoted 30 20 30
10th Percentile £31,250 £30,325 £37,500
25th Percentile £41,625 £46,563 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £48,750
Median % change year-on-year -4.17% +23.08% -13.33%
75th Percentile £64,688 £68,125 £58,813
90th Percentile £77,375 £70,000 £64,125
Yorkshire median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +12.24%

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 North Yorkshire with a requirement for coding skills.

All Programming Languages
North Yorkshire
Permanent vacancies with a requirement for coding skills 366 333 272
As % of all permanent IT jobs advertised in North Yorkshire 40.76% 45.37% 50.94%
Number of salaries quoted 269 273 259
10th Percentile £29,000 £27,500 £30,500
25th Percentile £35,000 £36,250 £36,500
Median annual salary (50th Percentile) £48,000 £45,000 £44,500
Median % change year-on-year +6.67% +1.12% -1.11%
75th Percentile £60,000 £57,500 £51,250
90th Percentile £75,000 £69,750 £55,000
Yorkshire median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +10.47%

Python
Job Vacancy Trend in North Yorkshire

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

Job vacancy trend for Python in North Yorkshire

Python
Salary Trend in North Yorkshire

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

Salary trend for Python in North Yorkshire

Python
Salary Histogram in North Yorkshire

Salary distribution for jobs citing Python in North Yorkshire over the 6 months to 15 August 2022.

Salary histogram for Python in North Yorkshire

Python
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the North Yorkshire region over the 6 months to 15 August 2022. 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
Jobs
York +7 32 £56,250 -13.46% 2
Middlesbrough - 17 - - 1
Harrogate -14 6 £57,500 -4.17%
Selby - 2 - -
Skipton - 1 £40,000 -
Python
Yorkshire

For the 6 months to 15 August 2022, 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 North Yorkshire region with a requirement for Python.

1 53 (70.67%) SQL
2 40 (53.33%) JavaScript
3 35 (46.67%) AWS
4 27 (36.00%) Azure
4 27 (36.00%) Finance
5 26 (34.67%) Agile
5 26 (34.67%) Serverless
6 25 (33.33%) Software Engineering
6 25 (33.33%) Java
7 23 (30.67%) Degree
8 22 (29.33%) Infrastructure as Code
8 22 (29.33%) Clean Code
9 21 (28.00%) DevOps
10 20 (26.67%) TDD
10 20 (26.67%) Pair Programming
11 19 (25.33%) TypeScript
11 19 (25.33%) Continuous Delivery
11 19 (25.33%) SaaS
11 19 (25.33%) Snowflake
12 18 (24.00%) Problem-Solving
12 18 (24.00%) Cloud Native
12 18 (24.00%) C#
12 18 (24.00%) Marketing
12 18 (24.00%) Ruby
12 18 (24.00%) Computer Science
13 17 (22.67%) Content Management
13 17 (22.67%) Data Warehouse
13 17 (22.67%) CMS
13 17 (22.67%) Games
13 17 (22.67%) SOLID

Python
Co-occurring IT Skills in North 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 17 (22.67%) CMS
1 17 (22.67%) Headless CMS
2 1 (1.33%) Apache
2 1 (1.33%) Apache Spark
2 1 (1.33%) IIS
Applications
1 1 (1.33%) Microsoft Excel
Business Applications
1 1 (1.33%) NetSuite
Cloud Services
1 35 (46.67%) AWS
2 27 (36.00%) Azure
3 26 (34.67%) Serverless
4 19 (25.33%) SaaS
4 19 (25.33%) Snowflake
5 17 (22.67%) Amplience
6 14 (18.67%) GCP
7 10 (13.33%) Matillion
8 8 (10.67%) Power Platform
9 5 (6.67%) Slack
10 2 (2.67%) Amazon S3
10 2 (2.67%) AWS CloudFormation
10 2 (2.67%) AWS Lambda
10 2 (2.67%) Azure DevOps
11 1 (1.33%) Amazon SageMaker
11 1 (1.33%) Azure Data Factory
11 1 (1.33%) Azure Pipelines
11 1 (1.33%) Microsoft 365
Communications & Networking
1 2 (2.67%) Network Security
2 1 (1.33%) NAS
2 1 (1.33%) SAN
2 1 (1.33%) TCP/IP
Database & Business Intelligence
1 17 (22.67%) Data Warehouse
1 17 (22.67%) NoSQL
2 13 (17.33%) SQL Server
2 13 (17.33%) Tableau
3 8 (10.67%) Big Data
3 8 (10.67%) Power BI
4 7 (9.33%) Azure SQL Data Warehouse
5 4 (5.33%) PostgreSQL
6 2 (2.67%) Amazon Athena
6 2 (2.67%) Amazon Redshift
6 2 (2.67%) Relational Database
6 2 (2.67%) SQL Server Integration Services
7 1 (1.33%) Data Lake
7 1 (1.33%) MySQL
7 1 (1.33%) Spatial Data
7 1 (1.33%) SQL Server Analysis Services
7 1 (1.33%) SQL Server Reporting Services
Development Applications
1 10 (13.33%) Git (software)
2 9 (12.00%) Postman
3 3 (4.00%) JIRA
3 3 (4.00%) Ranorex
3 3 (4.00%) Tricentis qTest
4 1 (1.33%) Gatling
4 1 (1.33%) GitLab
4 1 (1.33%) Newman
4 1 (1.33%) Selenium
General
1 27 (36.00%) Finance
2 18 (24.00%) Marketing
3 17 (22.67%) Games
4 10 (13.33%) Automotive
4 10 (13.33%) Social Skills
5 7 (9.33%) Analytical Skills
6 3 (4.00%) Law
7 1 (1.33%) Inclusion and Diversity
7 1 (1.33%) Organisational Skills
Job Titles
1 22 (29.33%) Software Engineer
2 19 (25.33%) Developer
3 18 (24.00%) Graduate
4 17 (22.67%) Graduate Software Engineer
5 9 (12.00%) Lead Software Engineer
6 7 (9.33%) Business Intelligence Developer
7 6 (8.00%) Systems Engineer
8 5 (6.67%) Backend Developer
8 5 (6.67%) C# Developer
9 4 (5.33%) Design Engineer
9 4 (5.33%) Lead Software Design Engineer
9 4 (5.33%) Software Design Engineer
9 4 (5.33%) Test Engineer
10 3 (4.00%) Senior Software Engineer
10 3 (4.00%) Software Test Engineer
11 2 (2.67%) Java Developer
11 2 (2.67%) Programmer
11 2 (2.67%) Senior Data Scientist
11 2 (2.67%) Senior Developer
11 2 (2.67%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 12 (16.00%) RESTful
2 11 (14.67%) .NET
3 10 (13.33%) JSON
4 9 (12.00%) Gherkin
4 9 (12.00%) Playwright
4 9 (12.00%) WPF
5 6 (8.00%) ASP.NET
6 3 (4.00%) .NET Framework
6 3 (4.00%) HTML
7 2 (2.67%) Matplotlib
7 2 (2.67%) Node.js
7 2 (2.67%) NumPy
7 2 (2.67%) Pandas
7 2 (2.67%) PyTorch
7 2 (2.67%) React
7 2 (2.67%) scikit-learn
7 2 (2.67%) SciPy
7 2 (2.67%) Spring
7 2 (2.67%) Spring Boot
7 2 (2.67%) TensorFlow
Miscellaneous
1 18 (24.00%) Cloud Native
2 17 (22.67%) Hackathon
3 8 (10.67%) Self-Motivation
4 5 (6.67%) Algorithms
5 4 (5.33%) Data Structures
6 2 (2.67%) Renewable Energy
7 1 (1.33%) Clustering
7 1 (1.33%) NHS
7 1 (1.33%) Private Cloud
7 1 (1.33%) Public Cloud
7 1 (1.33%) Replication
Operating Systems
1 9 (12.00%) Windows
2 2 (2.67%) Linux
Processes & Methodologies
1 26 (34.67%) Agile
2 25 (33.33%) Software Engineering
3 22 (29.33%) Clean Code
3 22 (29.33%) Infrastructure as Code
4 21 (28.00%) DevOps
5 20 (26.67%) Pair Programming
5 20 (26.67%) TDD
6 19 (25.33%) Continuous Delivery
7 18 (24.00%) Computer Science
7 18 (24.00%) Problem-Solving
8 17 (22.67%) Content Management
8 17 (22.67%) Data Science
8 17 (22.67%) SOLID
8 17 (22.67%) Test Automation
9 14 (18.67%) Disaster Recovery
10 13 (17.33%) Software Testing
11 12 (16.00%) Machine Learning
12 10 (13.33%) Microservices
12 10 (13.33%) Post-Production
13 9 (12.00%) Data-Driven Testing
Programming Languages
1 53 (70.67%) SQL
2 40 (53.33%) JavaScript
3 25 (33.33%) Java
4 19 (25.33%) TypeScript
5 18 (24.00%) C#
5 18 (24.00%) Ruby
6 17 (22.67%) Go
7 10 (13.33%) MATLAB
8 9 (12.00%) PowerShell
9 6 (8.00%) C++
9 6 (8.00%) PHP
10 5 (6.67%) C
11 3 (4.00%) Kotlin
11 3 (4.00%) R
12 2 (2.67%) COBOL
12 2 (2.67%) Delphi
12 2 (2.67%) T-SQL
12 2 (2.67%) VBA
13 1 (1.33%) Bash
13 1 (1.33%) Shell Script
Qualifications
1 23 (30.67%) Degree
2 17 (22.67%) Computer Science Degree
3 3 (4.00%) ISTQB
3 3 (4.00%) ISTQB Foundation Certification
4 2 (2.67%) HNC
5 1 (1.33%) Master's Degree
5 1 (1.33%) PhD
5 1 (1.33%) SC Cleared
5 1 (1.33%) Security Cleared
Quality Assurance & Compliance
1 9 (12.00%) QA
2 3 (4.00%) Data Quality
2 3 (4.00%) ISO 9001
3 2 (2.67%) PCI DSS
4 1 (1.33%) GRC
4 1 (1.33%) ISO/IEC 27001
System Software
1 3 (4.00%) Docker
2 1 (1.33%) Active Directory
2 1 (1.33%) VMware Infrastructure
Systems Management
1 4 (5.33%) Terraform
2 3 (4.00%) Kubernetes
3 1 (1.33%) Puppet
Vendors
1 13 (17.33%) Microsoft
2 5 (6.67%) Google
3 3 (4.00%) Oracle
3 3 (4.00%) Twitter
4 2 (2.67%) Databricks
5 1 (1.33%) Dataiku
5 1 (1.33%) IBM
5 1 (1.33%) VMware