Period
to 24 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Python
Tyne and Wear > Newcastle upon Tyne
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 16 57 35
Rank change year-on-year +41 -22 +21
Permanent jobs citing Python 112 34 55
As % of all permanent IT jobs advertised in Newcastle upon Tyne 12.64% 3.90% 6.37%
As % of the Programming Languages category 23.58% 7.96% 12.36%
Number of salaries quoted 105 32 53
Newcastle upon Tyne median annual salary £45,000 £40,000 £32,500
Median salary % change year-on-year +12.50% +23.08% -10.96%
10th Percentile £33,750 £27,500 £21,250
90th Percentile £59,750 £78,750 £60,000
Tyne and Wear median annual salary £45,000 £38,750 £32,500
% change year-on-year +16.13% +19.23% -

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 475 427 445
As % of all permanent IT jobs advertised in Newcastle upon Tyne 53.61% 49.02% 51.50%
Number of salaries quoted 387 370 386
Newcastle upon Tyne median annual salary £45,000 £37,500 £36,750
Median salary % change year-on-year +20.00% +2.04% -0.68%
10th Percentile £27,500 £26,000 £22,500
90th Percentile £63,750 £60,000 £51,250
Tyne and Wear median annual salary £45,000 £40,000 £37,500
% change year-on-year +12.50% +6.67% +6.38%

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 January 2019.

Salary histogram for Python in Newcastle upon Tyne

For the 6 months to 24 January 2019, 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 48 (42.86%) Java
2 45 (40.18%) JavaScript
2 45 (40.18%) Linux
3 37 (33.04%) Software Engineering
4 36 (32.14%) DevOps
4 36 (32.14%) Mentoring
5 35 (31.25%) Agile Software Development
6 34 (30.36%) SQL
7 31 (27.68%) C#
7 31 (27.68%) HTML
8 27 (24.11%) Amazon AWS
9 25 (22.32%) MongoDB
10 24 (21.43%) Node.js
10 24 (21.43%) Configuration Management
11 23 (20.54%) Test Automation
12 22 (19.64%) NoSQL
13 21 (18.75%) Bash Shell
13 21 (18.75%) Git (software)
14 20 (17.86%) Machine Learning
14 20 (17.86%) C++
14 20 (17.86%) CSS
15 19 (16.96%) Big Data
15 19 (16.96%) Puppet
15 19 (16.96%) Ansible
15 19 (16.96%) Coaching
16 18 (16.07%) Problem-Solving
16 18 (16.07%) Perl
17 17 (15.18%) Analytics
17 17 (15.18%) Microsoft Azure
17 17 (15.18%) Selenium

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 12 (10.71%) Apache Spark
2 9 (8.04%) CMS
2 9 (8.04%) SharePoint
3 7 (6.25%) Elasticsearch
4 3 (2.68%) Apache
5 2 (1.79%) ArcGIS
5 2 (1.79%) GeoServer
5 2 (1.79%) nginx
6 1 (0.89%) IIS
6 1 (0.89%) MS Exchange
6 1 (0.89%) SAS
Applications
1 2 (1.79%) Microsoft Excel
2 1 (0.89%) GNU Octave
2 1 (0.89%) SPSS
Business Applications
1 1 (0.89%) Magento
1 1 (0.89%) SAP BPC
1 1 (0.89%) SAP CO
1 1 (0.89%) SAP FI
1 1 (0.89%) SAP FI/CO
Cloud Services
1 27 (24.11%) Amazon AWS
2 17 (15.18%) Microsoft Azure
3 11 (9.82%) Google Cloud Platform
4 9 (8.04%) GitHub
5 6 (5.36%) Office 365
6 3 (2.68%) Datadog
6 3 (2.68%) Serverless
7 2 (1.79%) AWS Lambda
7 2 (1.79%) PaaS
8 1 (0.89%) AWS CloudFormation
8 1 (0.89%) IaaS
8 1 (0.89%) OpenShift
8 1 (0.89%) SaaS
Communications & Networking
1 4 (3.57%) Network Security
2 1 (0.89%) DHCP
2 1 (0.89%) DNS
2 1 (0.89%) Firewall
2 1 (0.89%) iSCSI
2 1 (0.89%) NetScaler
2 1 (0.89%) SAN
2 1 (0.89%) SMS
Database & Business Intelligence
1 25 (22.32%) MongoDB
2 22 (19.64%) NoSQL
3 19 (16.96%) Big Data
4 15 (13.39%) PostgreSQL
5 13 (11.61%) Apache Cassandra
6 12 (10.71%) Hadoop
6 12 (10.71%) MySQL
7 10 (8.93%) Apache Hive
8 9 (8.04%) HBase
8 9 (8.04%) Spark SQL
8 9 (8.04%) Sqoop
9 6 (5.36%) SQL Server
10 4 (3.57%) Amazon Redshift
11 2 (1.79%) Amazon DynamoDB
11 2 (1.79%) DB2
11 2 (1.79%) Geospatial Data
11 2 (1.79%) GIS
11 2 (1.79%) QGIS
12 1 (0.89%) Redis
12 1 (0.89%) SAP Data Services
Development Applications
1 21 (18.75%) Git (software)
2 17 (15.18%) Selenium
3 11 (9.82%) Jenkins
4 6 (5.36%) TeamCity
5 5 (4.46%) Cucumber
5 5 (4.46%) Subversion
6 4 (3.57%) WebDriver
7 3 (2.68%) Travis CI
8 2 (1.79%) Aptana Studio
8 2 (1.79%) JIRA
9 1 (0.89%) Jasmine
9 1 (0.89%) Maven
9 1 (0.89%) Mercurial
9 1 (0.89%) SpecFlow
9 1 (0.89%) Team Foundation Server
9 1 (0.89%) Visual Studio
General
1 6 (5.36%) Finance
2 5 (4.46%) Automotive
3 4 (3.57%) Banking
4 2 (1.79%) Advertising
4 2 (1.79%) Games
5 1 (0.89%) French Language
5 1 (0.89%) German Language
5 1 (0.89%) Telecoms
Job Titles
1 33 (29.46%) Developer
2 23 (20.54%) DevOps Engineer
3 19 (16.96%) Software Engineer
4 14 (12.50%) Python Developer
5 13 (11.61%) Data Engineer
5 13 (11.61%) Python Engineer
6 10 (8.93%) Big Data Engineer
7 8 (7.14%) Automation Tester
7 8 (7.14%) Tester
8 6 (5.36%) Administrator
8 6 (5.36%) Data Scientist
9 5 (4.46%) Developer in Test
9 5 (4.46%) Senior DevOps
9 5 (4.46%) Senior DevOps Engineer
9 5 (4.46%) Senior Software Engineer
9 5 (4.46%) Test Automation Developer
10 4 (3.57%) Analyst
10 4 (3.57%) DBA
10 4 (3.57%) Software Developer
10 4 (3.57%) SQL DBA
Libraries, Frameworks & Software Standards
1 31 (27.68%) HTML
2 24 (21.43%) Node.js
3 20 (17.86%) CSS
4 17 (15.18%) React
5 16 (14.29%) Unity (Game Engine)
6 13 (11.61%) Kafka
7 12 (10.71%) HTML5
8 9 (8.04%) AngularJS
8 9 (8.04%) Django
8 9 (8.04%) JSON
8 9 (8.04%) Spark Streaming
9 8 (7.14%) Vue.js
10 6 (5.36%) Gherkin
10 6 (5.36%) jQuery
10 6 (5.36%) Sass
11 5 (4.46%) .NET
11 5 (4.46%) RESTful
12 4 (3.57%) Web Services
13 3 (2.68%) ASP.NET
13 3 (2.68%) XML
Miscellaneous
1 11 (9.82%) Analytical Skills
2 9 (8.04%) Enterprise Software
3 7 (6.25%) Public Cloud
4 5 (4.46%) Linux Command Line
4 5 (4.46%) Self-Motivation
5 4 (3.57%) Clustering
6 3 (2.68%) Algorithms
6 3 (2.68%) Data Centre
6 3 (2.68%) Private Cloud
7 2 (1.79%) Life Science
8 1 (0.89%) Greenfield Project
8 1 (0.89%) Online Games
8 1 (0.89%) Replication
Operating Systems
1 45 (40.18%) Linux
2 11 (9.82%) Red Hat Enterprise Linux
3 9 (8.04%) Unix
4 8 (7.14%) Debian
4 8 (7.14%) Ubuntu
5 2 (1.79%) Windows
6 1 (0.89%) Windows 10
6 1 (0.89%) Windows 7
6 1 (0.89%) Windows Server
Processes & Methodologies
1 37 (33.04%) Software Engineering
2 36 (32.14%) DevOps
2 36 (32.14%) Mentoring
3 35 (31.25%) Agile Software Development
4 24 (21.43%) Configuration Management
5 23 (20.54%) Test Automation
6 20 (17.86%) Machine Learning
7 19 (16.96%) Coaching
8 18 (16.07%) Problem-Solving
9 17 (15.18%) Analytics
10 15 (13.39%) BDD
10 15 (13.39%) OO
11 14 (12.50%) TDD
12 12 (10.71%) Data Science
13 11 (9.82%) Data Engineering
13 11 (9.82%) ETL
14 10 (8.93%) Computer Vision
14 10 (8.93%) Data Analysis
14 10 (8.93%) Microservices
14 10 (8.93%) Web Development
Programming Languages
1 48 (42.86%) Java
2 45 (40.18%) JavaScript
3 34 (30.36%) SQL
4 31 (27.68%) C#
5 21 (18.75%) Bash Shell
6 20 (17.86%) C++
7 18 (16.07%) Perl
8 13 (11.61%) MATLAB
8 13 (11.61%) Ruby
9 12 (10.71%) Scala
10 6 (5.36%) C
10 6 (5.36%) R
11 5 (4.46%) PowerShell
12 2 (1.79%) Jython
12 2 (1.79%) PHP
13 1 (0.89%) Fortran
13 1 (0.89%) Java 8
Qualifications
1 6 (5.36%) Degree
2 1 (0.89%) ACCA
2 1 (0.89%) CISA
2 1 (0.89%) DBS Check
Quality Assurance & Compliance
1 9 (8.04%) QA
2 2 (1.79%) GDPR
2 2 (1.79%) SLA
System Software
1 17 (15.18%) Docker
2 9 (8.04%) Apache Flume
2 9 (8.04%) HDFS
3 2 (1.79%) Hyper-V
3 2 (1.79%) VMware Infrastructure
4 1 (0.89%) Active Directory
4 1 (0.89%) XenDesktop
4 1 (0.89%) XenServer
Systems Management
1 19 (16.96%) Ansible
1 19 (16.96%) Puppet
2 11 (9.82%) Opscode Chef
3 9 (8.04%) Oozie
4 7 (6.25%) Kubernetes
5 5 (4.46%) Terraform
6 4 (3.57%) Nagios
7 3 (2.68%) Packer
8 2 (1.79%) ZABBIX
9 1 (0.89%) Icinga
9 1 (0.89%) PaperCut
Vendors
1 10 (8.93%) Oracle
2 9 (8.04%) Cloudera
2 9 (8.04%) Hortonworks
2 9 (8.04%) Microsoft
3 8 (7.14%) Google
4 4 (3.57%) NVIDIA
5 3 (2.68%) New Relic
5 3 (2.68%) Splunk
6 2 (1.79%) Mapinfo
6 2 (1.79%) Rackspace
6 2 (1.79%) RedGate
6 2 (1.79%) SAP
6 2 (1.79%) Tableau
6 2 (1.79%) VMware
7 1 (0.89%) Cisco
7 1 (0.89%) Citrix
7 1 (0.89%) Dell
7 1 (0.89%) Hyperion
7 1 (0.89%) Informatica
7 1 (0.89%) Mitel