Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 38 50 67
Rank change year-on-year +12 +17 -20
Permanent jobs citing Python 79 21 28
As % of all permanent IT jobs advertised in Newcastle upon Tyne 7.37% 3.54% 2.83%
As % of the Programming Languages category 13.17% 6.86% 5.01%
Number of salaries quoted 68 19 23
Newcastle upon Tyne median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% +6.67%
10th Percentile £31,600 £31,750 £27,500
90th Percentile £58,750 £63,000 £60,000
Tyne and Wear median annual salary £45,000 £41,250 £40,000
% change year-on-year +9.09% +3.13% +6.67%

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 600 306 559
As % of all permanent IT jobs advertised in Newcastle upon Tyne 55.97% 51.60% 56.41%
Number of salaries quoted 498 266 484
Newcastle upon Tyne median annual salary £43,500 £37,500 £37,000
Median salary % change year-on-year +16.00% +1.35% -1.33%
10th Percentile £27,675 £23,375 £24,300
90th Percentile £60,375 £53,875 £51,500
Tyne and Wear median annual salary £44,000 £37,500 £37,500
% change year-on-year +17.33% - -

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 20 September 2018.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 20 September 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 42 (53.16%) Linux
2 39 (49.37%) Amazon AWS
3 35 (44.30%) JavaScript
4 31 (39.24%) C#
4 31 (39.24%) Java
4 31 (39.24%) DevOps
5 27 (34.18%) Software Engineering
6 26 (32.91%) HTML
6 26 (32.91%) Puppet
7 24 (30.38%) Microsoft Azure
8 23 (29.11%) Bash Shell
8 23 (29.11%) Opscode Chef
8 23 (29.11%) Ansible
9 22 (27.85%) Configuration Management
10 20 (25.32%) C++
10 20 (25.32%) Unity (Game Engine)
10 20 (25.32%) Mentoring
10 20 (25.32%) Node.js
11 19 (24.05%) Jenkins
12 18 (22.78%) MongoDB
12 18 (22.78%) Agile Software Development
12 18 (22.78%) Problem-Solving
13 17 (21.52%) Docker
14 15 (18.99%) Ruby
14 15 (18.99%) SQL
14 15 (18.99%) Terraform
15 14 (17.72%) Kubernetes
15 14 (17.72%) HTML5
16 13 (16.46%) MySQL
16 13 (16.46%) Games

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 5 (6.33%) Apache
1 5 (6.33%) Elasticsearch
1 5 (6.33%) nginx
2 4 (5.06%) SharePoint
3 3 (3.80%) IIS
4 2 (2.53%) Apache Spark
5 1 (1.27%) CMS
5 1 (1.27%) Confluence
5 1 (1.27%) MS Exchange
Business Applications
1 4 (5.06%) Magento
Cloud Services
1 39 (49.37%) Amazon AWS
2 24 (30.38%) Microsoft Azure
3 8 (10.13%) Google Cloud Platform
4 6 (7.59%) Datadog
5 5 (6.33%) AWS CloudFormation
6 4 (5.06%) Office 365
6 4 (5.06%) PaaS
6 4 (5.06%) SaaS
Communications & Networking
1 3 (3.80%) SMS
2 2 (2.53%) DNS
2 2 (2.53%) Firewall
3 1 (1.27%) DHCP
3 1 (1.27%) Internet
3 1 (1.27%) iSCSI
3 1 (1.27%) NetScaler
3 1 (1.27%) SAN
3 1 (1.27%) VPN
Database & Business Intelligence
1 18 (22.78%) MongoDB
2 13 (16.46%) MySQL
3 9 (11.39%) Amazon Redshift
3 9 (11.39%) NoSQL
4 6 (7.59%) PostgreSQL
5 4 (5.06%) SQL Server
6 2 (2.53%) Amazon DynamoDB
6 2 (2.53%) Hadoop
6 2 (2.53%) Power BI
7 1 (1.27%) Amazon RDS
7 1 (1.27%) Data Warehouse
7 1 (1.27%) QlikView
7 1 (1.27%) RDBMS
7 1 (1.27%) Redis
7 1 (1.27%) Relational Database
7 1 (1.27%) Snowflake Schema
7 1 (1.27%) Spotfire
7 1 (1.27%) SQL Server Integration Services
7 1 (1.27%) Star Schema
Development Applications
1 19 (24.05%) Jenkins
2 12 (15.19%) Git (software)
3 11 (13.92%) TeamCity
4 8 (10.13%) Bitbucket
4 8 (10.13%) JIRA
4 8 (10.13%) Selenium
5 2 (2.53%) Maven
5 2 (2.53%) Subversion
6 1 (1.27%) Ant
6 1 (1.27%) Atlassian Bamboo
6 1 (1.27%) Mercurial
6 1 (1.27%) Team Foundation Server
6 1 (1.27%) Vagrant
6 1 (1.27%) Visual Studio
6 1 (1.27%) Visual Studio Team System
6 1 (1.27%) VTune
General
1 13 (16.46%) Games
2 12 (15.19%) Automotive
3 8 (10.13%) Advertising
4 4 (5.06%) Finance
5 3 (3.80%) Polish Language
6 1 (1.27%) Telecoms
Job Titles
1 25 (31.65%) DevOps Engineer
2 22 (27.85%) Software Engineer
3 18 (22.78%) Developer
4 8 (10.13%) Senior Software Engineer
5 7 (8.86%) Python Developer
5 7 (8.86%) Senior DevOps
5 7 (8.86%) Senior DevOps Engineer
6 5 (6.33%) Java Developer
6 5 (6.33%) Systems Administrator
7 4 (5.06%) Administrator
7 4 (5.06%) Data Scientist
7 4 (5.06%) Python Engineer
7 4 (5.06%) Python Software Engineer
8 3 (3.80%) C++ Developer
9 2 (2.53%) Django Developer
9 2 (2.53%) Linux Administrator
9 2 (2.53%) Linux Engineer
9 2 (2.53%) Linux Systems Administrator
9 2 (2.53%) Node.js Developer
9 2 (2.53%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 26 (32.91%) HTML
2 20 (25.32%) Node.js
2 20 (25.32%) Unity (Game Engine)
3 14 (17.72%) HTML5
4 11 (13.92%) CSS
4 11 (13.92%) React
5 4 (5.06%) DirectX
5 4 (5.06%) Django
5 4 (5.06%) jQuery
5 4 (5.06%) OpenGL
5 4 (5.06%) Sass
6 2 (2.53%) .NET
6 2 (2.53%) AngularJS
7 1 (1.27%) ASP.NET
7 1 (1.27%) Hibernate
7 1 (1.27%) J2EE
7 1 (1.27%) JSON
7 1 (1.27%) LAMP
7 1 (1.27%) SOAP
7 1 (1.27%) XML
Miscellaneous
1 7 (8.86%) Digital Media
2 4 (5.06%) Analytical Skills
2 4 (5.06%) Data Centre
2 4 (5.06%) Greenfield Project
2 4 (5.06%) Linux Command Line
2 4 (5.06%) Private Cloud
2 4 (5.06%) User Experience
3 3 (3.80%) NHS
4 2 (2.53%) Enterprise Software
4 2 (2.53%) Replication
5 1 (1.27%) Clustering
5 1 (1.27%) Computer Science
5 1 (1.27%) Fintech
5 1 (1.27%) Online Gambling
5 1 (1.27%) Online Games
5 1 (1.27%) Public Cloud
5 1 (1.27%) Social Gaming
5 1 (1.27%) Virtual Team
Operating Systems
1 42 (53.16%) Linux
2 6 (7.59%) Debian
2 6 (7.59%) Windows
3 5 (6.33%) Ubuntu
4 4 (5.06%) Unix
5 3 (3.80%) CentOS
5 3 (3.80%) Red Hat Enterprise Linux
6 1 (1.27%) Fedora
6 1 (1.27%) Solaris
6 1 (1.27%) SUSE
6 1 (1.27%) Windows 10
6 1 (1.27%) Windows 7
6 1 (1.27%) Windows Server
Processes & Methodologies
1 31 (39.24%) DevOps
2 27 (34.18%) Software Engineering
3 22 (27.85%) Configuration Management
4 20 (25.32%) Mentoring
5 18 (22.78%) Agile Software Development
5 18 (22.78%) Problem-Solving
6 12 (15.19%) Continuous Improvement
7 10 (12.66%) Test Automation
8 9 (11.39%) Web Development
9 8 (10.13%) High Availability
10 7 (8.86%) Analytics
10 7 (8.86%) BDD
11 6 (7.59%) Data Science
11 6 (7.59%) Machine Learning
11 6 (7.59%) Mathematics
12 5 (6.33%) Digital Transformation Programme
12 5 (6.33%) Microservices
12 5 (6.33%) Unit Testing
13 4 (5.06%) Visualisation
13 4 (5.06%) Volume Testing
Programming Languages
1 35 (44.30%) JavaScript
2 31 (39.24%) C#
2 31 (39.24%) Java
3 23 (29.11%) Bash Shell
4 20 (25.32%) C++
5 15 (18.99%) Ruby
5 15 (18.99%) SQL
6 12 (15.19%) Perl
7 10 (12.66%) PowerShell
8 8 (10.13%) C
9 5 (6.33%) PHP
10 3 (3.80%) Jython
10 3 (3.80%) MATLAB
10 3 (3.80%) R
11 2 (2.53%) Scala
12 1 (1.27%) Korn
12 1 (1.27%) Shell Script
12 1 (1.27%) T-SQL
Qualifications
1 2 (2.53%) Degree
2 1 (1.27%) ACCA
2 1 (1.27%) CISA
2 1 (1.27%) Computer Science Degree
2 1 (1.27%) SC Cleared
2 1 (1.27%) Security Cleared
Quality Assurance & Compliance
1 6 (7.59%) QA
2 3 (3.80%) GCP
3 2 (2.53%) SLA
4 1 (1.27%) GDPR
System Software
1 17 (21.52%) Docker
2 1 (1.27%) Active Directory
2 1 (1.27%) Hyper-V
2 1 (1.27%) Veritas Cluster Server
2 1 (1.27%) VMware Infrastructure
2 1 (1.27%) XenDesktop
2 1 (1.27%) XenServer
Systems Management
1 26 (32.91%) Puppet
2 23 (29.11%) Ansible
2 23 (29.11%) Opscode Chef
3 15 (18.99%) Terraform
4 14 (17.72%) Kubernetes
5 11 (13.92%) Nagios
5 11 (13.92%) 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 9 (11.39%) Microsoft
1 9 (11.39%) New Relic
2 8 (10.13%) Splunk
3 7 (8.86%) Google
4 4 (5.06%) Capita
4 4 (5.06%) Cisco
4 4 (5.06%) NVIDIA
4 4 (5.06%) Tableau
5 3 (3.80%) Rackspace
5 3 (3.80%) Red Hat
5 3 (3.80%) RedGate
6 2 (2.53%) Oracle
6 2 (2.53%) VMware
7 1 (1.27%) Citrix
7 1 (1.27%) Dell
7 1 (1.27%) Facebook
7 1 (1.27%) Mitel
7 1 (1.27%) SAP
7 1 (1.27%) Twitter
7 1 (1.27%) Veritas