Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 60 33 57
Rank change year-on-year -27 +24 +1
Permanent jobs citing Python 45 48 39
As % of all permanent IT jobs advertised in Newcastle upon Tyne 4.03% 7.10% 4.24%
As % of the Programming Languages category 7.04% 13.22% 7.09%
Number of salaries quoted 41 48 30
Newcastle upon Tyne median annual salary £42,500 £35,000 £40,000
Median salary % change year-on-year +21.43% -12.50% -
10th Percentile £27,500 £21,250 £27,500
90th Percentile £58,750 £43,625 £45,500
Tyne and Wear median annual salary £42,500 £35,000 £40,000
% change year-on-year +21.43% -12.50% -

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 639 363 550
As % of all permanent IT jobs advertised in Newcastle upon Tyne 57.16% 53.70% 59.85%
Number of salaries quoted 527 329 495
Newcastle upon Tyne median annual salary £42,750 £35,000 £37,000
Median salary % change year-on-year +22.14% -5.41% +1.37%
10th Percentile £27,500 £22,500 £24,300
90th Percentile £62,500 £47,500 £52,500
Tyne and Wear median annual salary £43,500 £37,500 £37,000
% change year-on-year +16.00% +1.35% +2.78%

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 24 June 2018.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 24 June 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 19 (42.22%) Java
1 19 (42.22%) Linux
2 18 (40.00%) Amazon AWS
2 18 (40.00%) Puppet
2 18 (40.00%) DevOps
3 16 (35.56%) Microsoft Azure
3 16 (35.56%) Jenkins
3 16 (35.56%) C++
4 14 (31.11%) Opscode Chef
4 14 (31.11%) Ansible
5 13 (28.89%) SQL
6 12 (26.67%) Configuration Management
6 12 (26.67%) Terraform
7 11 (24.44%) Continuous Improvement
7 11 (24.44%) Bash Shell
7 11 (24.44%) Games
7 11 (24.44%) C#
7 11 (24.44%) Ruby
8 10 (22.22%) JavaScript
8 10 (22.22%) MySQL
9 9 (20.00%) Finance
9 9 (20.00%) Agile Software Development
9 9 (20.00%) Kubernetes
10 8 (17.78%) Packer
10 8 (17.78%) Docker
10 8 (17.78%) TeamCity
10 8 (17.78%) R
10 8 (17.78%) Bitbucket
10 8 (17.78%) JIRA
10 8 (17.78%) Microsoft

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 3 (6.67%) Apache
1 3 (6.67%) IIS
1 3 (6.67%) nginx
2 2 (4.44%) Apache Spark
2 2 (4.44%) SAS
3 1 (2.22%) CMS
3 1 (2.22%) Confluence
3 1 (2.22%) SharePoint
3 1 (2.22%) WordPress
Applications
1 2 (4.44%) Microsoft Excel
1 2 (4.44%) Microsoft Office
2 1 (2.22%) Microsoft PowerPoint
Business Applications
1 2 (4.44%) Magento
Cloud Services
1 18 (40.00%) Amazon AWS
2 16 (35.56%) Microsoft Azure
3 5 (11.11%) Google Cloud Platform
4 3 (6.67%) Datadog
5 1 (2.22%) AWS CloudFormation
Communications & Networking
1 3 (6.67%) DNS
1 3 (6.67%) Firewall
1 3 (6.67%) SMS
1 3 (6.67%) VPN
2 1 (2.22%) HTTP
Database & Business Intelligence
1 10 (22.22%) MySQL
2 8 (17.78%) SQL Server
3 6 (13.33%) Hadoop
3 6 (13.33%) MongoDB
3 6 (13.33%) Power BI
3 6 (13.33%) SQL Server Integration Services
4 5 (11.11%) Amazon Redshift
4 5 (11.11%) SQL Server Reporting Services
5 4 (8.89%) PostgreSQL
5 4 (8.89%) QlikView
5 4 (8.89%) SQL Server Analysis Services
6 3 (6.67%) Big Data
7 2 (4.44%) Apache Hive
7 2 (4.44%) CouchDB
7 2 (4.44%) HBase
7 2 (4.44%) IBM BigInsights
7 2 (4.44%) IBM InfoSphere
7 2 (4.44%) NoSQL
7 2 (4.44%) Relational Database
7 2 (4.44%) Spotfire
Development Applications
1 16 (35.56%) Jenkins
2 8 (17.78%) Bitbucket
2 8 (17.78%) JIRA
2 8 (17.78%) TeamCity
3 5 (11.11%) Git (software)
4 3 (6.67%) Ant
4 3 (6.67%) Maven
4 3 (6.67%) Team Foundation Server
4 3 (6.67%) Visual Studio
4 3 (6.67%) Visual Studio Team System
5 2 (4.44%) JUnit
5 2 (4.44%) Subversion
6 1 (2.22%) Cucumber
6 1 (2.22%) RSpec
6 1 (2.22%) Selenium
6 1 (2.22%) WebDriver
General
1 11 (24.44%) Games
2 9 (20.00%) Finance
3 7 (15.56%) Advertising
4 3 (6.67%) Automotive
4 3 (6.67%) Polish Language
5 2 (4.44%) Retail
5 2 (4.44%) Telecoms
Job Titles
1 16 (35.56%) DevOps Engineer
2 11 (24.44%) Developer
3 7 (15.56%) Data Scientist
4 6 (13.33%) Senior DevOps
4 6 (13.33%) Senior DevOps Engineer
5 4 (8.89%) Java Developer
5 4 (8.89%) Python Developer
6 3 (6.67%) Business Intelligence Consultant
6 3 (6.67%) C++ Developer
6 3 (6.67%) Consultant
7 2 (4.44%) Data Manager
7 2 (4.44%) Linux Engineer
7 2 (4.44%) PHP Developer
8 1 (2.22%) Business Consultant
8 1 (2.22%) Linux Administrator
8 1 (2.22%) Linux Systems Administrator
8 1 (2.22%) Senior PHP Developer
8 1 (2.22%) SQL DBA
8 1 (2.22%) SQL Developer
8 1 (2.22%) Test Engineer
Libraries, Frameworks & Software Standards
1 7 (15.56%) HTML
2 5 (11.11%) CSS
3 3 (6.67%) DirectX
3 3 (6.67%) Django
3 3 (6.67%) OpenGL
3 3 (6.67%) REST
4 2 (4.44%) Natural Language Processing
4 2 (4.44%) SOAP
5 1 (2.22%) .NET
5 1 (2.22%) Ajax
5 1 (2.22%) CSS3
5 1 (2.22%) D3.js
5 1 (2.22%) Guice
5 1 (2.22%) JSON
5 1 (2.22%) MDX
5 1 (2.22%) Node.js
5 1 (2.22%) Ruby on Rails
5 1 (2.22%) Spring
5 1 (2.22%) Spring MVC
5 1 (2.22%) XML
Miscellaneous
1 7 (15.56%) Digital Media
2 6 (13.33%) Analytical Skills
3 5 (11.11%) User Experience
4 3 (6.67%) Clustering
4 3 (6.67%) Computer Science
4 3 (6.67%) Greenfield Project
4 3 (6.67%) NHS
4 3 (6.67%) Replication
5 2 (4.44%) Linux Command Line
5 2 (4.44%) Social Network
6 1 (2.22%) Data Centre
6 1 (2.22%) Fintech
6 1 (2.22%) Hedge funds
6 1 (2.22%) Life Science
6 1 (2.22%) Management Information System
6 1 (2.22%) Online Gambling
6 1 (2.22%) Social Gaming
Operating Systems
1 19 (42.22%) Linux
2 6 (13.33%) Windows
3 5 (11.11%) Debian
4 4 (8.89%) Ubuntu
4 4 (8.89%) Unix
5 3 (6.67%) CentOS
5 3 (6.67%) Red Hat Enterprise Linux
6 1 (2.22%) Fedora
6 1 (2.22%) Solaris
6 1 (2.22%) SUSE
Processes & Methodologies
1 18 (40.00%) DevOps
2 12 (26.67%) Configuration Management
3 11 (24.44%) Continuous Improvement
4 9 (20.00%) Agile Software Development
5 7 (15.56%) Business Intelligence
5 7 (15.56%) Data Science
6 6 (13.33%) Visualisation
7 5 (11.11%) Analytics
7 5 (11.11%) Mathematics
7 5 (11.11%) Problem-Solving
7 5 (11.11%) Statistics
8 4 (8.89%) Innovative Thinking
9 3 (6.67%) Load Balancing
9 3 (6.67%) Machine Learning
9 3 (6.67%) Physics
9 3 (6.67%) Software Delivery
9 3 (6.67%) Test Automation
9 3 (6.67%) UX Design
10 2 (4.44%) TDD
10 2 (4.44%) Web Development
Programming Languages
1 19 (42.22%) Java
2 16 (35.56%) C++
3 13 (28.89%) SQL
4 11 (24.44%) Bash Shell
4 11 (24.44%) C#
4 11 (24.44%) Ruby
5 10 (22.22%) JavaScript
6 8 (17.78%) Perl
6 8 (17.78%) R
7 5 (11.11%) PHP
7 5 (11.11%) PowerShell
8 4 (8.89%) C
9 3 (6.67%) MATLAB
9 3 (6.67%) VB
10 2 (4.44%) VBA
11 1 (2.22%) Go
11 1 (2.22%) Korn
11 1 (2.22%) PL/SQL
11 1 (2.22%) Scala
11 1 (2.22%) T-SQL
Qualifications
1 1 (2.22%) Degree
1 1 (2.22%) SC Cleared
1 1 (2.22%) Security Cleared
Quality Assurance & Compliance
1 4 (8.89%) QA
2 2 (4.44%) GCP
3 1 (2.22%) WCAG
System Software
1 8 (17.78%) Docker
2 2 (4.44%) HDFS
3 1 (2.22%) Veritas Cluster Server
Systems Management
1 18 (40.00%) Puppet
2 14 (31.11%) Ansible
2 14 (31.11%) Opscode Chef
3 12 (26.67%) Terraform
4 9 (20.00%) Kubernetes
5 8 (17.78%) Packer
6 5 (11.11%) Nagios
7 1 (2.22%) Systems Management Server (SMS)
Vendors
1 8 (17.78%) Microsoft
2 6 (13.33%) Google
3 5 (11.11%) New Relic
4 4 (8.89%) Capita
4 4 (8.89%) Oracle
4 4 (8.89%) Splunk
4 4 (8.89%) Tableau
5 3 (6.67%) Cisco
5 3 (6.67%) Red Hat
6 2 (4.44%) Cloudera
6 2 (4.44%) Greenplum
6 2 (4.44%) Hortonworks
6 2 (4.44%) IBM
6 2 (4.44%) MapR
7 1 (2.22%) Alteryx
7 1 (2.22%) Foundry
7 1 (2.22%) Palantir
7 1 (2.22%) Talend
7 1 (2.22%) Twitter
7 1 (2.22%) VMware