Period
to 12 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Newcastle upon Tyne 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 12 November 2018 with a comparison to the same period in the previous 2 years.

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 29 51 66
Rank change year-on-year +22 +15 -16
Permanent jobs citing Python 79 25 28
As % of all permanent IT jobs advertised in Newcastle upon Tyne 8.51% 3.63% 2.83%
As % of the Programming Languages category 15.67% 7.81% 5.42%
Number of salaries quoted 73 23 24
Newcastle upon Tyne median annual salary £45,000 £37,500 £42,500
Median salary % change year-on-year +20.00% -11.76% +25.93%
10th Percentile £32,500 £28,750 £27,500
90th Percentile £57,500 £68,325 £60,000
Tyne and Wear median annual salary £45,000 £40,000 £43,250
% change year-on-year +12.50% -7.51% +23.57%

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 Newcastle upon Tyne with a requirement for coding skills.

All Programming Languages
Newcastle upon Tyne
Permanent vacancies with a requirement for coding skills 504 320 517
As % of all permanent IT jobs advertised in Newcastle upon Tyne 54.31% 46.51% 52.33%
Number of salaries quoted 416 289 438
Newcastle upon Tyne median annual salary £42,500 £38,959 £37,500
Median salary % change year-on-year +9.09% +3.89% -
10th Percentile £27,500 £26,250 £25,425
90th Percentile £60,625 £57,500 £51,500
Tyne and Wear median annual salary £42,500 £40,000 £37,900
% change year-on-year +6.25% +5.54% +1.07%

Python
Job Vacancy Trend in Newcastle upon Tyne

Job postings citing Python as a percentage of all IT jobs advertised in Newcastle upon Tyne.

Job vacancy trend for Python in Newcastle upon Tyne

Python
Salary Trend in Newcastle upon Tyne

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Newcastle upon Tyne.

Salary trend for Python in Newcastle upon Tyne

Python
Salary Histogram in Newcastle upon Tyne

The salary distribution of IT jobs citing Python in Newcastle upon Tyne over the 6 months to 12 November 2018.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 12 November 2018, 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 Newcastle upon Tyne region with a requirement for Python.

1 46 (58.23%) JavaScript
2 37 (46.84%) Software Engineering
3 35 (44.30%) HTML
4 33 (41.77%) Linux
5 32 (40.51%) C#
6 28 (35.44%) Java
6 28 (35.44%) Amazon AWS
7 26 (32.91%) Node.js
8 21 (26.58%) Mentoring
9 20 (25.32%) DevOps
9 20 (25.32%) Unity (Game Engine)
9 20 (25.32%) CSS
10 19 (24.05%) Agile Software Development
10 19 (24.05%) Problem-Solving
11 18 (22.78%) SQL
11 18 (22.78%) MongoDB
12 17 (21.52%) Git (software)
12 17 (21.52%) Test Automation
13 16 (20.25%) Bash Shell
13 16 (20.25%) Docker
13 16 (20.25%) React
13 16 (20.25%) C++
13 16 (20.25%) MySQL
14 15 (18.99%) Puppet
15 14 (17.72%) HTML5
15 14 (17.72%) Configuration Management
16 13 (16.46%) Web Development
16 13 (16.46%) Ansible
16 13 (16.46%) BDD
16 13 (16.46%) Microsoft Azure

Python
Co-occurring IT Skills in Newcastle upon Tyne 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 7 (8.86%) CMS
1 7 (8.86%) Elasticsearch
2 6 (7.59%) SharePoint
3 4 (5.06%) Apache
3 4 (5.06%) nginx
4 2 (2.53%) ArcGIS
4 2 (2.53%) GeoServer
4 2 (2.53%) IIS
5 1 (1.27%) Confluence
5 1 (1.27%) MS Exchange
Business Applications
1 3 (3.80%) Magento
Cloud Services
1 28 (35.44%) Amazon AWS
2 13 (16.46%) Microsoft Azure
3 6 (7.59%) Office 365
4 5 (6.33%) AWS CloudFormation
4 5 (6.33%) Google Cloud Platform
5 4 (5.06%) Datadog
5 4 (5.06%) PaaS
5 4 (5.06%) SaaS
Communications & Networking
1 1 (1.27%) DHCP
1 1 (1.27%) DNS
1 1 (1.27%) Firewall
1 1 (1.27%) Internet
1 1 (1.27%) iSCSI
1 1 (1.27%) NetScaler
1 1 (1.27%) SAN
1 1 (1.27%) SMS
Database & Business Intelligence
1 18 (22.78%) MongoDB
2 16 (20.25%) MySQL
3 12 (15.19%) NoSQL
4 8 (10.13%) PostgreSQL
5 5 (6.33%) Amazon Redshift
6 3 (3.80%) SQL Server
7 2 (2.53%) Amazon DynamoDB
7 2 (2.53%) Big Data
7 2 (2.53%) DB2
7 2 (2.53%) Geospatial Data
7 2 (2.53%) GIS
7 2 (2.53%) QGIS
8 1 (1.27%) Amazon RDS
8 1 (1.27%) Data Warehouse
8 1 (1.27%) RDBMS
8 1 (1.27%) Relational Database
8 1 (1.27%) Snowflake Schema
8 1 (1.27%) Spotfire
8 1 (1.27%) SQL Server Integration Services
8 1 (1.27%) Star Schema
Development Applications
1 17 (21.52%) Git (software)
2 12 (15.19%) Selenium
3 11 (13.92%) Jenkins
4 4 (5.06%) Cucumber
4 4 (5.06%) Subversion
4 4 (5.06%) TeamCity
5 3 (3.80%) JIRA
6 2 (2.53%) Aptana Studio
7 1 (1.27%) Atlassian Bamboo
7 1 (1.27%) Bitbucket
7 1 (1.27%) Jasmine
7 1 (1.27%) Maven
7 1 (1.27%) Mercurial
7 1 (1.27%) SpecFlow
7 1 (1.27%) Vagrant
7 1 (1.27%) VTune
General
1 9 (11.39%) Automotive
2 4 (5.06%) Advertising
2 4 (5.06%) Games
3 2 (2.53%) Finance
4 1 (1.27%) Telecoms
Job Titles
1 30 (37.97%) Developer
2 22 (27.85%) Software Engineer
3 14 (17.72%) DevOps Engineer
4 12 (15.19%) Python Developer
5 8 (10.13%) Senior Software Engineer
6 5 (6.33%) Systems Administrator
7 4 (5.06%) Administrator
7 4 (5.06%) Automation Tester
7 4 (5.06%) Developer in Test
7 4 (5.06%) Django Developer
7 4 (5.06%) Java Developer
7 4 (5.06%) Python Engineer
7 4 (5.06%) Python Software Engineer
7 4 (5.06%) Python/Django Developer
7 4 (5.06%) Test Automation Developer
7 4 (5.06%) Tester
8 3 (3.80%) Full Stack Developer
8 3 (3.80%) Senior Developer
8 3 (3.80%) Senior DevOps
8 3 (3.80%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 35 (44.30%) HTML
2 26 (32.91%) Node.js
3 20 (25.32%) CSS
3 20 (25.32%) Unity (Game Engine)
4 16 (20.25%) React
5 14 (17.72%) HTML5
6 7 (8.86%) AngularJS
7 6 (7.59%) Django
7 6 (7.59%) Sass
7 6 (7.59%) Vue.js
8 5 (6.33%) Gherkin
8 5 (6.33%) jQuery
8 5 (6.33%) JSON
9 2 (2.53%) .NET
9 2 (2.53%) Leaflet
9 2 (2.53%) Middleware
9 2 (2.53%) OpenLayers
9 2 (2.53%) PostGIS
10 1 (1.27%) Redux
10 1 (1.27%) Twitter Bootstrap
Miscellaneous
1 7 (8.86%) Enterprise Software
2 5 (6.33%) Analytical Skills
2 5 (6.33%) Linux Command Line
3 4 (5.06%) Data Centre
3 4 (5.06%) Private Cloud
3 4 (5.06%) Self-Motivation
4 2 (2.53%) Public Cloud
5 1 (1.27%) Computer Science
5 1 (1.27%) Fintech
5 1 (1.27%) Greenfield Project
5 1 (1.27%) Online Games
5 1 (1.27%) Replication
5 1 (1.27%) User Experience
5 1 (1.27%) Virtual Team
Operating Systems
1 33 (41.77%) Linux
2 4 (5.06%) Red Hat Enterprise Linux
2 4 (5.06%) Windows
3 3 (3.80%) CentOS
3 3 (3.80%) Debian
4 2 (2.53%) Ubuntu
4 2 (2.53%) Unix
5 1 (1.27%) Fedora
5 1 (1.27%) SUSE
5 1 (1.27%) Windows 10
5 1 (1.27%) Windows 7
5 1 (1.27%) Windows Server
Processes & Methodologies
1 37 (46.84%) Software Engineering
2 21 (26.58%) Mentoring
3 20 (25.32%) DevOps
4 19 (24.05%) Agile Software Development
4 19 (24.05%) Problem-Solving
5 17 (21.52%) Test Automation
6 14 (17.72%) Configuration Management
7 13 (16.46%) BDD
7 13 (16.46%) Web Development
8 12 (15.19%) OO
9 10 (12.66%) TDD
10 8 (10.13%) High Availability
11 7 (8.86%) Microservices
11 7 (8.86%) OOP
11 7 (8.86%) Pair Programming
11 7 (8.86%) Unit Testing
12 6 (7.59%) Mathematics
12 6 (7.59%) Software Testing
13 5 (6.33%) Web Design
13 5 (6.33%) Wireframes
Programming Languages
1 46 (58.23%) JavaScript
2 32 (40.51%) C#
3 28 (35.44%) Java
4 18 (22.78%) SQL
5 16 (20.25%) Bash Shell
5 16 (20.25%) C++
6 9 (11.39%) PowerShell
6 9 (11.39%) Ruby
7 6 (7.59%) MATLAB
7 6 (7.59%) Perl
8 5 (6.33%) C
8 5 (6.33%) PHP
9 3 (3.80%) Jython
10 2 (2.53%) R
10 2 (2.53%) Scala
11 1 (1.27%) Shell Script
11 1 (1.27%) T-SQL
Qualifications
1 5 (6.33%) Degree
2 1 (1.27%) ACCA
2 1 (1.27%) CISA
2 1 (1.27%) Computer Science Degree
2 1 (1.27%) DBS Check
Quality Assurance & Compliance
1 8 (10.13%) QA
2 2 (2.53%) SLA
3 1 (1.27%) GDPR
System Software
1 16 (20.25%) Docker
2 1 (1.27%) Active Directory
2 1 (1.27%) Hyper-V
2 1 (1.27%) VMware Infrastructure
2 1 (1.27%) XenDesktop
2 1 (1.27%) XenServer
Systems Management
1 15 (18.99%) Puppet
2 13 (16.46%) Ansible
3 12 (15.19%) Opscode Chef
4 7 (8.86%) Kubernetes
4 7 (8.86%) Nagios
4 7 (8.86%) Terraform
5 4 (5.06%) Packer
6 3 (3.80%) ZABBIX
7 2 (2.53%) Icinga
8 1 (1.27%) Docker Swarm
8 1 (1.27%) PaperCut
8 1 (1.27%) Salt
Vendors
1 8 (10.13%) Microsoft
2 5 (6.33%) New Relic
2 5 (6.33%) Splunk
3 4 (5.06%) Google
3 4 (5.06%) NVIDIA
4 3 (3.80%) Rackspace
4 3 (3.80%) Red Hat
4 3 (3.80%) RedGate
5 2 (2.53%) Mapinfo
5 2 (2.53%) Oracle
5 2 (2.53%) Tableau
5 2 (2.53%) VMware
6 1 (1.27%) Atlassian
6 1 (1.27%) Cisco
6 1 (1.27%) Citrix
6 1 (1.27%) Dell
6 1 (1.27%) Facebook
6 1 (1.27%) SAP
6 1 (1.27%) Twitter
6 1 (1.27%) Veeam