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

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 52 27 52
Rank change year-on-year -25 +25 +9
Permanent jobs citing Python 53 62 40
As % of all permanent IT jobs advertised in Newcastle upon Tyne 4.48% 7.60% 4.79%
As % of the Programming Languages category 8.15% 14.45% 7.86%
Number of salaries quoted 50 60 36
Newcastle upon Tyne median annual salary £42,500 £32,500 £38,750
Median salary % change year-on-year +30.77% -16.13% -3.13%
10th Percentile £28,625 £21,250 £27,500
90th Percentile £73,125 £42,875 £46,250
Tyne and Wear median annual salary £42,000 £33,750 £37,500
% change year-on-year +24.44% -10.00% -6.25%

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 650 429 509
As % of all permanent IT jobs advertised in Newcastle upon Tyne 54.95% 52.57% 60.96%
Number of salaries quoted 555 380 466
Newcastle upon Tyne median annual salary £42,500 £35,925 £37,000
Median salary % change year-on-year +18.30% -2.91% -1.33%
10th Percentile £27,500 £22,450 £26,250
90th Percentile £63,550 £47,500 £53,750
Tyne and Wear median annual salary £42,500 £37,500 £36,500
% change year-on-year +13.33% +2.74% +4.29%

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 April 2018.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 20 April 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 25 (47.17%) Java
2 23 (43.40%) Linux
3 22 (41.51%) Amazon AWS
3 22 (41.51%) DevOps
4 20 (37.74%) Puppet
5 18 (33.96%) Microsoft Azure
6 17 (32.08%) Opscode Chef
7 16 (30.19%) Jenkins
7 16 (30.19%) Ansible
7 16 (30.19%) Ruby
7 16 (30.19%) Terraform
8 15 (28.30%) SQL
8 15 (28.30%) Configuration Management
9 14 (26.42%) Kubernetes
10 13 (24.53%) C++
10 13 (24.53%) Agile Software Development
11 12 (22.64%) JavaScript
11 12 (22.64%) Docker
12 11 (20.75%) PHP
12 11 (20.75%) Games
12 11 (20.75%) Packer
13 10 (18.87%) Finance
13 10 (18.87%) MySQL
13 10 (18.87%) R
13 10 (18.87%) Bash Shell
14 9 (16.98%) Django
14 9 (16.98%) Continuous Improvement
14 9 (16.98%) SQL Server
14 9 (16.98%) C#
14 9 (16.98%) Advertising

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 (5.66%) IIS
1 3 (5.66%) nginx
1 3 (5.66%) SAS
2 2 (3.77%) Apache
3 1 (1.89%) Apache Spark
3 1 (1.89%) CMS
3 1 (1.89%) Confluence
3 1 (1.89%) MTS
3 1 (1.89%) OpenStack
3 1 (1.89%) SharePoint
3 1 (1.89%) WordPress
Applications
1 2 (3.77%) Microsoft Excel
1 2 (3.77%) Microsoft Office
2 1 (1.89%) Microsoft PowerPoint
Cloud Services
1 22 (41.51%) Amazon AWS
2 18 (33.96%) Microsoft Azure
3 4 (7.55%) Amazon EC2
3 4 (7.55%) AWS CloudFormation
3 4 (7.55%) Datadog
4 3 (5.66%) Amazon S3
4 3 (5.66%) Google Cloud Platform
5 1 (1.89%) Boomi
5 1 (1.89%) SaaS
Communications & Networking
1 7 (13.21%) Firewall
2 6 (11.32%) VPN
3 5 (9.43%) SMS
4 4 (7.55%) DNS
5 1 (1.89%) BGP
5 1 (1.89%) DHCP
5 1 (1.89%) HTTP
5 1 (1.89%) Internet
5 1 (1.89%) IPsec
5 1 (1.89%) LAN
5 1 (1.89%) SSH
Database & Business Intelligence
1 10 (18.87%) MySQL
2 9 (16.98%) SQL Server
3 6 (11.32%) SQL Server Integration Services
4 5 (9.43%) Amazon Redshift
4 5 (9.43%) Hadoop
4 5 (9.43%) MongoDB
4 5 (9.43%) Power BI
4 5 (9.43%) SQL Server Reporting Services
5 4 (7.55%) PostgreSQL
5 4 (7.55%) QlikView
5 4 (7.55%) SQL Server Analysis Services
6 3 (5.66%) Big Data
6 3 (5.66%) NoSQL
7 2 (3.77%) Apache Hive
7 2 (3.77%) CouchDB
7 2 (3.77%) HBase
7 2 (3.77%) IBM BigInsights
7 2 (3.77%) IBM InfoSphere
7 2 (3.77%) Relational Database
7 2 (3.77%) Spotfire
Development Applications
1 16 (30.19%) Jenkins
2 8 (15.09%) JIRA
2 8 (15.09%) TeamCity
3 7 (13.21%) Bitbucket
4 5 (9.43%) Git (software)
5 4 (7.55%) Maven
6 3 (5.66%) Ant
6 3 (5.66%) Atlassian Bamboo
6 3 (5.66%) Hudson
6 3 (5.66%) Team Foundation Server
6 3 (5.66%) Visual Studio
6 3 (5.66%) Visual Studio Team System
7 2 (3.77%) JUnit
8 1 (1.89%) Cucumber
8 1 (1.89%) Gradle
8 1 (1.89%) RSpec
8 1 (1.89%) Selenium
8 1 (1.89%) Subversion
8 1 (1.89%) WebDriver
General
1 11 (20.75%) Games
2 10 (18.87%) Finance
3 9 (16.98%) Advertising
4 5 (9.43%) Automotive
5 3 (5.66%) Polish Language
6 2 (3.77%) Retail
6 2 (3.77%) Telecoms
7 1 (1.89%) Banking
7 1 (1.89%) Investment Banking
7 1 (1.89%) Manufacturing
Job Titles
1 18 (33.96%) DevOps Engineer
2 15 (28.30%) Developer
3 8 (15.09%) Python Developer
4 6 (11.32%) Data Scientist
5 5 (9.43%) Consultant
5 5 (9.43%) Senior DevOps
5 5 (9.43%) Senior DevOps Engineer
6 3 (5.66%) Business Intelligence Consultant
6 3 (5.66%) C++ Developer
6 3 (5.66%) PHP Developer
7 2 (3.77%) AWS Consultant
7 2 (3.77%) AWS DevOps
7 2 (3.77%) Cloud Engineer
7 2 (3.77%) Data Manager
7 2 (3.77%) DevOps Consultant
7 2 (3.77%) Java Developer
7 2 (3.77%) Linux DevOps Engineer
7 2 (3.77%) Linux Engineer
7 2 (3.77%) Linux/Unix DevOps
7 2 (3.77%) Project Engineer
Libraries, Frameworks & Software Standards
1 9 (16.98%) Django
2 5 (9.43%) CSS
2 5 (9.43%) HTML
2 5 (9.43%) REST
3 3 (5.66%) DirectX
3 3 (5.66%) HTML5
3 3 (5.66%) OpenGL
3 3 (5.66%) SOAP
4 2 (3.77%) .NET
4 2 (3.77%) Natural Language Processing
4 2 (3.77%) RESTful
4 2 (3.77%) Ruby on Rails
4 2 (3.77%) Spring
5 1 (1.89%) JSON
5 1 (1.89%) JSP
5 1 (1.89%) LDAP
5 1 (1.89%) MDX
5 1 (1.89%) SAML
5 1 (1.89%) Web Services
5 1 (1.89%) XML
Miscellaneous
1 7 (13.21%) Digital Media
2 6 (11.32%) Analytical Skills
3 5 (9.43%) Computer Science
3 5 (9.43%) User Experience
4 4 (7.55%) Clustering
5 3 (5.66%) Greenfield Project
5 3 (5.66%) Linux Command Line
5 3 (5.66%) NHS
5 3 (5.66%) Replication
6 2 (3.77%) Hedge funds
6 2 (3.77%) Management Information System
6 2 (3.77%) Social Network
7 1 (1.89%) Credit Risk
7 1 (1.89%) Data Centre
7 1 (1.89%) Derivative
7 1 (1.89%) Fintech
7 1 (1.89%) Life Science
7 1 (1.89%) Online Gambling
7 1 (1.89%) Social Gaming
Operating Systems
1 23 (43.40%) Linux
2 7 (13.21%) Windows
3 3 (5.66%) Unix
4 2 (3.77%) Debian
4 2 (3.77%) Ubuntu
4 2 (3.77%) Windows Server
4 2 (3.77%) Windows Server 2012
5 1 (1.89%) CentOS
Processes & Methodologies
1 22 (41.51%) DevOps
2 15 (28.30%) Configuration Management
3 13 (24.53%) Agile Software Development
4 9 (16.98%) Continuous Improvement
5 6 (11.32%) Business Intelligence
5 6 (11.32%) Data Science
5 6 (11.32%) Mathematics
6 5 (9.43%) Problem-Solving
6 5 (9.43%) Statistics
6 5 (9.43%) Visualisation
7 4 (7.55%) Analytics
7 4 (7.55%) Innovative Thinking
7 4 (7.55%) Physics
7 4 (7.55%) Web Development
8 3 (5.66%) Digital Transformation Programme
8 3 (5.66%) Load Balancing
8 3 (5.66%) Machine Learning
8 3 (5.66%) Microservices
8 3 (5.66%) Software Delivery
8 3 (5.66%) TDD
Programming Languages
1 25 (47.17%) Java
2 16 (30.19%) Ruby
3 15 (28.30%) SQL
4 13 (24.53%) C++
5 12 (22.64%) JavaScript
6 11 (20.75%) PHP
7 10 (18.87%) Bash Shell
7 10 (18.87%) R
8 9 (16.98%) C#
9 7 (13.21%) Perl
10 4 (7.55%) C
11 3 (5.66%) Go
11 3 (5.66%) MATLAB
11 3 (5.66%) VB
12 2 (3.77%) PowerShell
12 2 (3.77%) VBA
13 1 (1.89%) Java 8
13 1 (1.89%) PL/SQL
13 1 (1.89%) Scala
13 1 (1.89%) T-SQL
Qualifications
1 4 (7.55%) Degree
2 1 (1.89%) Computer Science Degree
2 1 (1.89%) SC Cleared
2 1 (1.89%) Security Cleared
Quality Assurance & Compliance
1 5 (9.43%) QA
2 1 (1.89%) WCAG
System Software
1 12 (22.64%) Docker
2 2 (3.77%) HDFS
3 1 (1.89%) Gluster
3 1 (1.89%) LXC
3 1 (1.89%) NFS
Systems Management
1 20 (37.74%) Puppet
2 17 (32.08%) Opscode Chef
3 16 (30.19%) Ansible
3 16 (30.19%) Terraform
4 14 (26.42%) Kubernetes
5 11 (20.75%) Packer
6 5 (9.43%) Nagios
7 3 (5.66%) Docker Swarm
8 2 (3.77%) Salt
9 1 (1.89%) Graphite
9 1 (1.89%) Graylog
9 1 (1.89%) HAProxy
9 1 (1.89%) Icinga
9 1 (1.89%) logstash
9 1 (1.89%) Systems Management Server (SMS)
9 1 (1.89%) ZABBIX
Vendors
1 8 (15.09%) Microsoft
2 5 (9.43%) New Relic
3 4 (7.55%) Capita
3 4 (7.55%) Cisco
3 4 (7.55%) Google
3 4 (7.55%) Oracle
3 4 (7.55%) Splunk
4 3 (5.66%) IBM
4 3 (5.66%) Tableau
5 2 (3.77%) Cloudera
5 2 (3.77%) Greenplum
5 2 (3.77%) Hortonworks
5 2 (3.77%) MapR
6 1 (1.89%) Alteryx
6 1 (1.89%) MuleSoft
6 1 (1.89%) Palantir
6 1 (1.89%) Red Hat
6 1 (1.89%) Talend
6 1 (1.89%) TIBCO
6 1 (1.89%) Twitter