Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 1 July 2022 with a comparison to the same period in the previous 2 years.

Python
England > North East
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 33 43 21
Rank change year-on-year +10 -22 +8
Permanent jobs citing Python 102 64 79
As % of all permanent jobs advertised in the North East 6.12% 5.57% 8.66%
As % of the Programming Languages category 14.39% 11.37% 18.08%
Number of salaries quoted 57 44 65
10th Percentile £39,500 £36,075 £34,700
25th Percentile £45,000 £38,750 £41,250
Median annual salary (50th Percentile) £55,000 £45,000 £47,500
Median % change year-on-year +22.22% -5.26% -3.72%
75th Percentile £77,500 £53,750 £53,750
90th Percentile £81,750 £63,375 £63,500
England median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% +4.84%

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 North East with a requirement for coding skills.

All Programming Languages
North East
Permanent vacancies with a requirement for coding skills 709 563 437
As % of all permanent IT jobs advertised in the North East 42.51% 48.96% 47.92%
Number of salaries quoted 559 477 355
10th Percentile £30,000 £30,000 £26,750
25th Percentile £35,000 £33,750 £32,500
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% +1.19%
75th Percentile £60,000 £57,500 £50,000
90th Percentile £82,500 £65,000 £55,000
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

Python
Job Vacancy Trend in the North East

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

Job vacancy trend for Python in the North East

Python
Salary Trend in the North East

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

Salary trend for Python in the North East

Python
Salary Histogram in the North East

Salary distribution for jobs citing Python in the North East over the 6 months to 1 July 2022.

Salary histogram for Python in the North East

Python
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the North East region over the 6 months to 1 July 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
Tyne and Wear +7 82 £53,000 +17.78% 14
Durham -7 9 £39,000 -25.71% 2
Northumberland -2 7 £75,000 - 3
Python
England

For the 6 months to 1 July 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 East region with a requirement for Python.

1 60 (58.82%) Java
2 49 (48.04%) C#
3 47 (46.08%) JavaScript
4 40 (39.22%) Azure
5 37 (36.27%) Microsoft
5 37 (36.27%) HTML
5 37 (36.27%) Oracle
6 36 (35.29%) OOP
6 36 (35.29%) Data Structures
7 35 (34.31%) OO
8 34 (33.33%) CSS
8 34 (33.33%) HTML5
9 33 (32.35%) CSS3
9 33 (32.35%) Functional Programming
9 33 (32.35%) OCP
9 33 (32.35%) OCA
9 33 (32.35%) Oracle Certification
9 33 (32.35%) CIW
9 33 (32.35%) Java SE
10 32 (31.37%) AWS
11 29 (28.43%) DevOps
12 26 (25.49%) Docker
12 26 (25.49%) Agile
13 23 (22.55%) CI/CD
14 22 (21.57%) SQL
15 21 (20.59%) Kubernetes
16 20 (19.61%) Software Engineering
17 18 (17.65%) Jenkins
17 18 (17.65%) Terraform
18 16 (15.69%) Azure DevOps

Python
Co-occurring IT Skills in the North East 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 4 (3.92%) Apache Spark
2 2 (1.96%) Apache
2 2 (1.96%) IIS
Cloud Services
1 40 (39.22%) Azure
2 32 (31.37%) AWS
3 16 (15.69%) Azure DevOps
4 11 (10.78%) GCP
4 11 (10.78%) GitHub
5 8 (7.84%) AWS CloudFormation
5 8 (7.84%) Azure Synapse Analytics
6 6 (5.88%) Amazon ECS
6 6 (5.88%) AWS Lambda
6 6 (5.88%) Azure AKS
6 6 (5.88%) Azure Cosmos DB
6 6 (5.88%) Power Platform
6 6 (5.88%) Serverless
7 5 (4.90%) Amazon EKS
7 5 (4.90%) AWS IoT
8 4 (3.92%) Azure Data Factory
8 4 (3.92%) GitHub Actions
8 4 (3.92%) SaaS
9 3 (2.94%) IaaS
9 3 (2.94%) PaaS
Communications & Networking
1 5 (4.90%) Bluetooth
1 5 (4.90%) Wi-Fi
1 5 (4.90%) Wireless
1 5 (4.90%) ZigBee
2 1 (0.98%) TCP/IP
Database & Business Intelligence
1 7 (6.86%) Data Warehouse
2 6 (5.88%) Power BI
2 6 (5.88%) Tableau
3 5 (4.90%) Azure SQL Database
3 5 (4.90%) Big Data
3 5 (4.90%) Data Lake
4 4 (3.92%) NoSQL
5 3 (2.94%) Apache Hive
5 3 (2.94%) Hadoop
6 2 (1.96%) Azure SQL Data Warehouse
6 2 (1.96%) KNIME
6 2 (1.96%) Metadata
6 2 (1.96%) Oracle Database
6 2 (1.96%) Presto
6 2 (1.96%) Relational Database
6 2 (1.96%) Semantic Layer
6 2 (1.96%) SQL Server
6 2 (1.96%) SQL Server Integration Services
7 1 (0.98%) Amazon Athena
7 1 (0.98%) Electronic Patient Records
Development Applications
1 18 (17.65%) Jenkins
2 13 (12.75%) GitLab
3 8 (7.84%) CircleCI
4 7 (6.86%) JIRA
5 5 (4.90%) Zephyr
6 4 (3.92%) Git (software)
7 3 (2.94%) Atlassian Bamboo
8 1 (0.98%) Log4j
8 1 (0.98%) NeoLoad
8 1 (0.98%) Octopus Deploy
8 1 (0.98%) Postman
8 1 (0.98%) Selenium
8 1 (0.98%) SoapUI
8 1 (0.98%) Sonatype Nexus
General
1 11 (10.78%) Finance
2 10 (9.80%) Social Skills
3 8 (7.84%) Law
3 8 (7.84%) Public Sector
4 7 (6.86%) Manufacturing
5 6 (5.88%) Analytical Skills
5 6 (5.88%) Electronics
6 5 (4.90%) Games
6 5 (4.90%) Retail
7 4 (3.92%) Automotive
8 3 (2.94%) Marketing
9 1 (0.98%) Banking
9 1 (0.98%) Financial Institution
9 1 (0.98%) Inclusion and Diversity
9 1 (0.98%) Police
Job Titles
1 43 (42.16%) Developer
2 36 (35.29%) Software Developer
3 33 (32.35%) Trainee
3 33 (32.35%) Trainee Developer
3 33 (32.35%) Trainee Software Developer
4 15 (14.71%) DevOps Engineer
5 11 (10.78%) Software Engineer
6 9 (8.82%) Azure Engineer
6 9 (8.82%) Data Engineer
7 7 (6.86%) AWS Engineer
7 7 (6.86%) Senior DevOps
7 7 (6.86%) Senior DevOps Engineer
8 6 (5.88%) AWS DevOps
8 6 (5.88%) AWS DevOps Engineer
8 6 (5.88%) Azure DevOps Engineer
8 6 (5.88%) Embedded Engineer
8 6 (5.88%) Embedded Firmware Engineer
8 6 (5.88%) Firmware Engineer
9 5 (4.90%) Analyst
10 3 (2.94%) Python Developer
Libraries, Frameworks & Software Standards
1 37 (36.27%) HTML
2 34 (33.33%) CSS
2 34 (33.33%) HTML5
3 33 (32.35%) CSS3
3 33 (32.35%) Java SE
4 11 (10.78%) React
5 9 (8.82%) .NET
5 9 (8.82%) Node.js
6 5 (4.90%) AngularJS
6 5 (4.90%) Qt
6 5 (4.90%) SwiftUI
6 5 (4.90%) YAML
7 4 (3.92%) .NET Core
8 3 (2.94%) Django
8 3 (2.94%) Kafka
8 3 (2.94%) Spring
9 2 (1.96%) JMS
9 2 (1.96%) JSON
9 2 (1.96%) Ruby on Rails
9 2 (1.96%) SOAP
Miscellaneous
1 36 (35.29%) Data Structures
2 7 (6.86%) Algorithms
3 6 (5.88%) Mobile App
3 6 (5.88%) Robotics
4 5 (4.90%) ARM Cortex
4 5 (4.90%) IoT
4 5 (4.90%) RISC-V
5 2 (1.96%) Data Protection Act
5 2 (1.96%) Hybrid Cloud
5 2 (1.96%) Public Cloud
6 1 (0.98%) Blog
6 1 (0.98%) CAN bus
6 1 (0.98%) e-Learning
6 1 (0.98%) Greenfield Project
6 1 (0.98%) Renewable Energy
6 1 (0.98%) Replication
6 1 (0.98%) Self-Motivation
6 1 (0.98%) User Experience
Operating Systems
1 16 (15.69%) Linux
2 8 (7.84%) Windows
3 5 (4.90%) Android
3 5 (4.90%) Apple iOS
3 5 (4.90%) Embedded Linux
3 5 (4.90%) FreeRTOS
4 3 (2.94%) Unix
4 3 (2.94%) Windows Server
4 3 (2.94%) Windows Server 2019
5 2 (1.96%) CentOS
6 1 (0.98%) Red Hat Enterprise Linux
Processes & Methodologies
1 36 (35.29%) OOP
2 35 (34.31%) OO
3 33 (32.35%) Functional Programming
4 29 (28.43%) DevOps
5 26 (25.49%) Agile
6 23 (22.55%) CI/CD
7 20 (19.61%) Software Engineering
8 16 (15.69%) Configuration Management
9 13 (12.75%) Computer Science
10 12 (11.76%) Data Science
10 12 (11.76%) Machine Learning
10 12 (11.76%) Platform Engineering
11 11 (10.78%) Infrastructure as Code
11 11 (10.78%) Site Reliability Engineering
12 9 (8.82%) Analytics
12 9 (8.82%) Business Intelligence
12 9 (8.82%) Mathematics
13 8 (7.84%) Release Management
13 8 (7.84%) TDD
13 8 (7.84%) Test Automation
Programming Languages
1 60 (58.82%) Java
2 49 (48.04%) C#
3 47 (46.08%) JavaScript
4 22 (21.57%) SQL
5 16 (15.69%) Bash
6 14 (13.73%) PowerShell
7 13 (12.75%) Go
8 12 (11.76%) R
9 10 (9.80%) C++
10 7 (6.86%) Kotlin
11 6 (5.88%) C
12 5 (4.90%) Apple Swift
12 5 (4.90%) Bicep
12 5 (4.90%) Lua
12 5 (4.90%) Scala
13 3 (2.94%) PHP
13 3 (2.94%) Ruby
13 3 (2.94%) Shell Script
13 3 (2.94%) T-SQL
14 2 (1.96%) ES6
Qualifications
1 33 (32.35%) CIW
1 33 (32.35%) OCA
1 33 (32.35%) OCP
1 33 (32.35%) Oracle Certification
2 13 (12.75%) Degree
3 6 (5.88%) PhD
4 4 (3.92%) Numerate Degree
5 3 (2.94%) SC Cleared
5 3 (2.94%) Security Cleared
6 1 (0.98%) Computer Science Degree
6 1 (0.98%) HND
6 1 (0.98%) ISEB
6 1 (0.98%) ISTQB
6 1 (0.98%) Master's Degree
Quality Assurance & Compliance
1 2 (1.96%) Data Quality
2 1 (0.98%) QA
System Software
1 26 (25.49%) Docker
2 6 (5.88%) Firmware
Systems Management
1 21 (20.59%) Kubernetes
2 18 (17.65%) Terraform
3 16 (15.69%) Ansible
4 13 (12.75%) Puppet
5 3 (2.94%) Opscode Chef
6 2 (1.96%) CFEngine
7 1 (0.98%) HP ALM
7 1 (0.98%) Packer
Vendors
1 37 (36.27%) Microsoft
1 37 (36.27%) Oracle
2 5 (4.90%) Databricks
3 3 (2.94%) Google
3 3 (2.94%) Sage
4 2 (1.96%) Alteryx
5 1 (0.98%) Adobe
5 1 (0.98%) Black Duck
5 1 (0.98%) Coverity
5 1 (0.98%) Dynatrace
5 1 (0.98%) Facebook
5 1 (0.98%) Foundry
5 1 (0.98%) HP
5 1 (0.98%) Palantir
5 1 (0.98%) Perforce
5 1 (0.98%) Splunk