Period
to 20 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 54 61 56
Rank change year-on-year +7 -5 -5
Permanent jobs citing Python 28 30 37
As % of all permanent IT jobs advertised in Newcastle upon Tyne 3.81% 3.05% 4.46%
As % of the Programming Languages category 8.05% 5.89% 7.77%
Number of salaries quoted 26 25 27
Newcastle upon Tyne median annual salary £40,000 £40,000 £32,500
Median salary % change year-on-year - +23.08% -13.33%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £73,750 £65,250 £46,000
Tyne and Wear median annual salary £40,000 £41,500 £33,750
% change year-on-year -3.61% +22.96% +0.75%

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 348 509 476
As % of all permanent IT jobs advertised in Newcastle upon Tyne 47.35% 51.73% 57.42%
Number of salaries quoted 315 429 431
Newcastle upon Tyne median annual salary £38,959 £37,500 £37,500
Median salary % change year-on-year +3.89% - +13.64%
10th Percentile £26,250 £25,750 £27,500
90th Percentile £57,500 £51,500 £52,500
Tyne and Wear median annual salary £40,000 £38,250 £37,500
% change year-on-year +4.58% +2.00% +11.94%

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 November 2017.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 20 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Newcastle upon Tyne region with a requirement for Python.

1 19 (67.86%) Java
2 16 (57.14%) Linux
3 15 (53.57%) SQL
4 12 (42.86%) DevOps
5 10 (35.71%) Ruby
5 10 (35.71%) Amazon AWS
6 9 (32.14%) JavaScript
6 9 (32.14%) Windows
7 8 (28.57%) HTML
7 8 (28.57%) Perl
7 8 (28.57%) Microsoft Azure
7 8 (28.57%) Docker
8 7 (25.00%) Opscode Chef
8 7 (25.00%) Kubernetes
8 7 (25.00%) Terraform
8 7 (25.00%) Puppet
8 7 (25.00%) Degree
8 7 (25.00%) Firewall
8 7 (25.00%) PHP
9 6 (21.43%) Configuration Management
9 6 (21.43%) Agile Software Development
9 6 (21.43%) Amazon EC2
10 5 (17.86%) NoSQL
10 5 (17.86%) Jenkins
10 5 (17.86%) JIRA
10 5 (17.86%) PowerShell
10 5 (17.86%) Finance
10 5 (17.86%) CSS
10 5 (17.86%) Oracle
10 5 (17.86%) Packer

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 (10.71%) IIS
1 3 (10.71%) nginx
2 2 (7.14%) Apache
2 2 (7.14%) Confluence
3 1 (3.57%) Documentum
3 1 (3.57%) SAS
Cloud Services
1 10 (35.71%) Amazon AWS
2 8 (28.57%) Microsoft Azure
3 6 (21.43%) Amazon EC2
4 4 (14.29%) Amazon S3
4 4 (14.29%) AWS CloudFormation
5 1 (3.57%) Datadog
5 1 (3.57%) IaaS
Communications & Networking
1 7 (25.00%) Firewall
2 4 (14.29%) VPN
3 3 (10.71%) Internet
Database & Business Intelligence
1 5 (17.86%) NoSQL
2 4 (14.29%) SQL Server
3 2 (7.14%) MySQL
3 2 (7.14%) Oracle Database
3 2 (7.14%) Oracle Database 12c
3 2 (7.14%) Oracle Reports
4 1 (3.57%) Amazon Redshift
4 1 (3.57%) MongoDB
4 1 (3.57%) Relational Database
Development Applications
1 5 (17.86%) Jenkins
1 5 (17.86%) JIRA
2 4 (14.29%) Atlassian Bamboo
2 4 (14.29%) Hudson
2 4 (14.29%) Maven
3 1 (3.57%) Git (software)
3 1 (3.57%) Gradle
3 1 (3.57%) Selenium
3 1 (3.57%) TeamCity
General
1 5 (17.86%) Finance
2 4 (14.29%) Advertising
3 3 (10.71%) Automotive
3 3 (10.71%) Games
4 1 (3.57%) Banking
4 1 (3.57%) Investment Banking
Job Titles
1 8 (28.57%) Developer
2 5 (17.86%) DevOps Engineer
2 5 (17.86%) Software Developer
3 4 (14.29%) Linux DevOps Engineer
3 4 (14.29%) Linux Engineer
3 4 (14.29%) Linux/Unix DevOps
4 3 (10.71%) Cloud Engineer
4 3 (10.71%) Java Developer
4 3 (10.71%) Java Software Developer
4 3 (10.71%) Project Engineer
4 3 (10.71%) Python Developer
5 2 (7.14%) Analyst
5 2 (7.14%) Applications Support
5 2 (7.14%) Consultant
5 2 (7.14%) DBA
5 2 (7.14%) Oracle DBA
5 2 (7.14%) Senior Developer
5 2 (7.14%) Senior Java Developer
5 2 (7.14%) Senior Java Software Developer
5 2 (7.14%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 8 (28.57%) HTML
2 5 (17.86%) CSS
3 4 (14.29%) .NET
3 4 (14.29%) Django
3 4 (14.29%) HTML5
4 3 (10.71%) SOAP
4 3 (10.71%) XML
5 2 (7.14%) AngularJS
5 2 (7.14%) jQuery
5 2 (7.14%) LAMP
5 2 (7.14%) Node.js
5 2 (7.14%) Oracle GoldenGate
6 1 (3.57%) Hibernate
6 1 (3.57%) JSP
6 1 (3.57%) Laravel
6 1 (3.57%) React
6 1 (3.57%) REST
6 1 (3.57%) Spring
Miscellaneous
1 3 (10.71%) Mobile App
2 2 (7.14%) Clustering
2 2 (7.14%) Computer Science
3 1 (3.57%) Credit Risk
3 1 (3.57%) Derivative
3 1 (3.57%) Fintech
3 1 (3.57%) Hedge funds
Operating Systems
1 16 (57.14%) Linux
2 9 (32.14%) Windows
3 3 (10.71%) Windows Server
3 3 (10.71%) Windows Server 2012
4 2 (7.14%) Unix
Processes & Methodologies
1 12 (42.86%) DevOps
2 6 (21.43%) Agile Software Development
2 6 (21.43%) Configuration Management
3 4 (14.29%) Web Development
4 3 (10.71%) ITIL
4 3 (10.71%) SDLC
4 3 (10.71%) Software Architecture
5 2 (7.14%) Case Management
5 2 (7.14%) Digital Transformation Programme
5 2 (7.14%) Disaster Recovery
5 2 (7.14%) High Availability
5 2 (7.14%) Mathematics
5 2 (7.14%) Performance Tuning
5 2 (7.14%) Physics
6 1 (3.57%) Asset Management
6 1 (3.57%) Fund Management
6 1 (3.57%) Monte Carlo Method
6 1 (3.57%) Software Engineering
6 1 (3.57%) Statistics
6 1 (3.57%) Stress Testing
Programming Languages
1 19 (67.86%) Java
2 15 (53.57%) SQL
3 10 (35.71%) Ruby
4 9 (32.14%) JavaScript
5 8 (28.57%) Perl
6 7 (25.00%) PHP
7 5 (17.86%) PowerShell
8 4 (14.29%) Bash Shell
9 3 (10.71%) T-SQL
10 2 (7.14%) PL/SQL
10 2 (7.14%) R
11 1 (3.57%) C
11 1 (3.57%) C++
11 1 (3.57%) Go
Qualifications
1 7 (25.00%) Degree
2 2 (7.14%) SC Cleared
2 2 (7.14%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) QA
System Software
1 8 (28.57%) Docker
2 2 (7.14%) Oracle RAC
Systems Management
1 7 (25.00%) Kubernetes
1 7 (25.00%) Opscode Chef
1 7 (25.00%) Puppet
1 7 (25.00%) Terraform
2 5 (17.86%) Ansible
2 5 (17.86%) Packer
3 4 (14.29%) Docker Swarm
3 4 (14.29%) Nagios
4 2 (7.14%) Data Guard
4 2 (7.14%) NetBackup
4 2 (7.14%) Oracle Enterprise Manager
4 2 (7.14%) Oracle RMAN
Vendors
1 5 (17.86%) Oracle
2 4 (14.29%) Splunk
3 3 (10.71%) AppDynamics
3 3 (10.71%) Microsoft
4 2 (7.14%) Red Hat
5 1 (3.57%) Capita
5 1 (3.57%) Cisco
5 1 (3.57%) New Relic
5 1 (3.57%) Pega