Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 51 37 52
Rank change year-on-year -14 +15 -2
Permanent jobs citing Python 33 54 32
As % of all permanent IT jobs advertised in Newcastle upon Tyne 3.87% 6.25% 4.10%
As % of the Programming Languages category 7.97% 12.16% 6.84%
Number of salaries quoted 31 52 28
Newcastle upon Tyne median annual salary £40,000 £32,500 £36,500
Median salary % change year-on-year +23.08% -10.96% -2.67%
10th Percentile £27,500 £21,250 £27,500
90th Percentile £78,750 £60,000 £48,250
Tyne and Wear median annual salary £40,000 £32,500 £32,500
% change year-on-year +23.08% - -13.33%

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 414 444 468
As % of all permanent IT jobs advertised in Newcastle upon Tyne 48.53% 51.39% 59.92%
Number of salaries quoted 361 385 423
Newcastle upon Tyne median annual salary £37,500 £36,750 £37,000
Median salary % change year-on-year +2.04% -0.68% +5.71%
10th Percentile £26,000 £22,800 £27,500
90th Percentile £60,000 £51,250 £53,500
Tyne and Wear median annual salary £40,000 £37,500 £36,000
% change year-on-year +6.67% +4.17% +2.86%

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 19 January 2018.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 19 January 2018, 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 20 (60.61%) Linux
2 18 (54.55%) Java
3 14 (42.42%) SQL
3 14 (42.42%) DevOps
4 13 (39.39%) PHP
5 12 (36.36%) Amazon AWS
6 11 (33.33%) Ruby
6 11 (33.33%) JavaScript
7 10 (30.30%) Docker
8 9 (27.27%) Opscode Chef
8 9 (27.27%) Kubernetes
8 9 (27.27%) Puppet
8 9 (27.27%) Django
9 8 (24.24%) Agile Software Development
9 8 (24.24%) Microsoft Azure
9 8 (24.24%) Terraform
10 7 (21.21%) Ansible
10 7 (21.21%) Degree
10 7 (21.21%) Perl
10 7 (21.21%) Configuration Management
11 6 (18.18%) Windows
11 6 (18.18%) Advertising
11 6 (18.18%) MySQL
11 6 (18.18%) Amazon EC2
12 5 (15.15%) Web Development
12 5 (15.15%) Firewall
12 5 (15.15%) AWS CloudFormation
12 5 (15.15%) Jenkins
12 5 (15.15%) NoSQL
12 5 (15.15%) 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 (9.09%) nginx
2 2 (6.06%) Apache
2 2 (6.06%) Confluence
2 2 (6.06%) SAS
3 1 (3.03%) Documentum
3 1 (3.03%) MTS
3 1 (3.03%) OpenStack
3 1 (3.03%) SharePoint
Applications
1 1 (3.03%) Microsoft Office
Cloud Services
1 12 (36.36%) Amazon AWS
2 8 (24.24%) Microsoft Azure
3 6 (18.18%) Amazon EC2
4 5 (15.15%) AWS CloudFormation
5 4 (12.12%) Amazon S3
6 1 (3.03%) Boomi
6 1 (3.03%) Datadog
6 1 (3.03%) Google Cloud Platform
6 1 (3.03%) IaaS
6 1 (3.03%) SaaS
Communications & Networking
1 5 (15.15%) Firewall
2 4 (12.12%) VPN
3 2 (6.06%) SMS
4 1 (3.03%) BGP
4 1 (3.03%) DHCP
4 1 (3.03%) DNS
4 1 (3.03%) Internet
4 1 (3.03%) IPsec
4 1 (3.03%) LAN
4 1 (3.03%) SSH
Database & Business Intelligence
1 6 (18.18%) MySQL
2 5 (15.15%) NoSQL
3 3 (9.09%) MongoDB
3 3 (9.09%) SQL Server
4 2 (6.06%) Oracle Database
4 2 (6.06%) Oracle Database 12c
4 2 (6.06%) Oracle Reports
4 2 (6.06%) SQL Server Integration Services
4 2 (6.06%) SQL Server Reporting Services
5 1 (3.03%) Amazon Redshift
5 1 (3.03%) Hadoop
5 1 (3.03%) Redis
5 1 (3.03%) Relational Database
5 1 (3.03%) SQL Server Analysis Services
5 1 (3.03%) TokuMX
Development Applications
1 5 (15.15%) Jenkins
2 4 (12.12%) Atlassian Bamboo
2 4 (12.12%) Hudson
2 4 (12.12%) Maven
3 2 (6.06%) Git (software)
3 2 (6.06%) JIRA
4 1 (3.03%) Gradle
4 1 (3.03%) TeamCity
General
1 6 (18.18%) Advertising
2 3 (9.09%) Automotive
2 3 (9.09%) Finance
2 3 (9.09%) Games
3 1 (3.03%) Banking
3 1 (3.03%) Investment Banking
3 1 (3.03%) Manufacturing
Job Titles
1 13 (39.39%) Developer
2 7 (21.21%) DevOps Engineer
3 5 (15.15%) Python Developer
3 5 (15.15%) Software Developer
4 4 (12.12%) Linux DevOps Engineer
4 4 (12.12%) Linux Engineer
4 4 (12.12%) Linux/Unix DevOps
5 3 (9.09%) Cloud Engineer
5 3 (9.09%) DBA
5 3 (9.09%) Java Developer
5 3 (9.09%) Java Software Developer
5 3 (9.09%) PHP Developer
5 3 (9.09%) Project Engineer
5 3 (9.09%) Senior Developer
6 2 (6.06%) Analyst
6 2 (6.06%) AWS Consultant
6 2 (6.06%) Oracle DBA
6 2 (6.06%) SC Cleared DBA
6 2 (6.06%) Senior Java Developer
6 2 (6.06%) Senior Java Software Developer
Libraries, Frameworks & Software Standards
1 9 (27.27%) Django
2 4 (12.12%) CSS
2 4 (12.12%) HTML
2 4 (12.12%) REST
3 3 (9.09%) HTML5
3 3 (9.09%) SOAP
4 2 (6.06%) LAMP
4 2 (6.06%) Oracle GoldenGate
5 1 (3.03%) AngularJS
5 1 (3.03%) Hibernate
5 1 (3.03%) HTML5 Canvas
5 1 (3.03%) JSP
5 1 (3.03%) Laravel
5 1 (3.03%) LDAP
5 1 (3.03%) LEMP Stack
5 1 (3.03%) Node.js
5 1 (3.03%) Ruby on Rails
5 1 (3.03%) SAML
5 1 (3.03%) Spring
5 1 (3.03%) Web Services
Miscellaneous
1 3 (9.09%) Clustering
1 3 (9.09%) Linux Command Line
1 3 (9.09%) Mobile App
2 2 (6.06%) Computer Science
2 2 (6.06%) Management Information System
3 1 (3.03%) Credit Risk
3 1 (3.03%) Data Centre
3 1 (3.03%) Derivative
3 1 (3.03%) Hedge funds
Operating Systems
1 20 (60.61%) Linux
2 6 (18.18%) Windows
3 3 (9.09%) Windows Server
3 3 (9.09%) Windows Server 2012
4 2 (6.06%) Unix
5 1 (3.03%) CentOS
Processes & Methodologies
1 14 (42.42%) DevOps
2 8 (24.24%) Agile Software Development
3 7 (21.21%) Configuration Management
4 5 (15.15%) Web Development
5 3 (9.09%) SDLC
5 3 (9.09%) Software Architecture
6 2 (6.06%) Case Management
6 2 (6.06%) Digital Transformation Programme
6 2 (6.06%) Disaster Recovery
6 2 (6.06%) High Availability
6 2 (6.06%) Mentoring
6 2 (6.06%) Microservices
6 2 (6.06%) Performance Tuning
7 1 (3.03%) Asset Management
7 1 (3.03%) Migration
7 1 (3.03%) MVC
7 1 (3.03%) Scrum
7 1 (3.03%) TDD
7 1 (3.03%) Validation
7 1 (3.03%) Workflow
Programming Languages
1 18 (54.55%) Java
2 14 (42.42%) SQL
3 13 (39.39%) PHP
4 11 (33.33%) JavaScript
4 11 (33.33%) Ruby
5 7 (21.21%) Perl
6 4 (12.12%) Bash Shell
7 3 (9.09%) PowerShell
8 2 (6.06%) Go
8 2 (6.06%) PL/SQL
8 2 (6.06%) R
9 1 (3.03%) C
9 1 (3.03%) C++
Qualifications
1 7 (21.21%) Degree
2 3 (9.09%) SC Cleared
2 3 (9.09%) Security Cleared
3 1 (3.03%) Computer Science Degree
Quality Assurance & Compliance
1 2 (6.06%) QA
System Software
1 10 (30.30%) Docker
2 2 (6.06%) Oracle RAC
3 1 (3.03%) Gluster
3 1 (3.03%) LXC
3 1 (3.03%) NFS
Systems Management
1 9 (27.27%) Kubernetes
1 9 (27.27%) Opscode Chef
1 9 (27.27%) Puppet
2 8 (24.24%) Terraform
3 7 (21.21%) Ansible
4 5 (15.15%) Packer
5 4 (12.12%) Docker Swarm
6 2 (6.06%) Data Guard
6 2 (6.06%) NetBackup
6 2 (6.06%) Oracle Enterprise Manager
6 2 (6.06%) Oracle RMAN
6 2 (6.06%) Salt
7 1 (3.03%) Graphite
7 1 (3.03%) Graylog
7 1 (3.03%) HAProxy
7 1 (3.03%) Icinga
7 1 (3.03%) logstash
7 1 (3.03%) Nagios
7 1 (3.03%) ZABBIX
Vendors
1 2 (6.06%) Oracle
1 2 (6.06%) Red Hat
2 1 (3.03%) Capita
2 1 (3.03%) Cisco
2 1 (3.03%) Google
2 1 (3.03%) IBM
2 1 (3.03%) Microsoft
2 1 (3.03%) MuleSoft
2 1 (3.03%) New Relic
2 1 (3.03%) Pega
2 1 (3.03%) Splunk
2 1 (3.03%) TIBCO
2 1 (3.03%) Twitter