Period
to 19 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Tyne and Wear 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 April 2019 with a comparison to the same period in the previous 2 years.

Python
North East > Tyne and Wear
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 23 64 28
Rank change year-on-year +41 -36 +26
Permanent jobs citing Python 98 55 66
As % of all permanent IT jobs advertised in Tyne and Wear 9.66% 3.73% 6.83%
As % of the Programming Languages category 18.11% 7.05% 12.84%
Number of salaries quoted 81 53 64
Tyne and Wear median annual salary £49,337 £42,000 £33,750
Median salary % change year-on-year +17.47% +24.44% -10.00%
10th Percentile £37,500 £27,500 £21,250
90th Percentile £60,000 £71,750 £46,175
North East median annual salary £49,169 £42,000 £35,000
% change year-on-year +17.07% +20.00% -6.67%

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 Tyne and Wear with a requirement for coding skills.

All Programming Languages
Tyne and Wear
Permanent vacancies with a requirement for coding skills 541 780 514
As % of all permanent IT jobs advertised in Tyne and Wear 53.35% 52.92% 53.21%
Number of salaries quoted 380 677 451
Tyne and Wear median annual salary £44,000 £42,500 £37,500
Median salary % change year-on-year +3.53% +13.33% +2.74%
10th Percentile £28,450 £27,500 £22,500
90th Percentile £61,375 £62,500 £47,500
North East median annual salary £42,500 £40,000 £36,000
% change year-on-year +6.25% +11.11% -

Python
Job Vacancy Trend in Tyne and Wear

Job postings citing Python as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for Python in Tyne and Wear

Python
Salary Trend in Tyne and Wear

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Tyne and Wear.

Salary trend for Python in Tyne and Wear

Python
Salary Histogram in Tyne and Wear

The salary distribution of IT jobs citing Python in Tyne and Wear over the 6 months to 19 April 2019.

Salary histogram for Python in Tyne and Wear

Python
Job Locations in Tyne and Wear

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Tyne and Wear region over the 6 months to 19 April 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newcastle upon Tyne +39 95 £49,337 +16.09% 8
Sunderland +7 7 £40,000 +39.13%
Python
North East

For the 6 months to 19 April 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 Tyne and Wear region with a requirement for Python.

1 45 (45.92%) Linux
2 44 (44.90%) DevOps
3 40 (40.82%) Java
4 31 (31.63%) Agile Software Development
5 28 (28.57%) Microsoft Azure
6 25 (25.51%) Amazon AWS
6 25 (25.51%) Ansible
7 24 (24.49%) SQL
8 22 (22.45%) Bash Shell
8 22 (22.45%) Puppet
8 22 (22.45%) Terraform
9 21 (21.43%) Perl
10 20 (20.41%) Big Data
10 20 (20.41%) Mentoring
11 19 (19.39%) Analytics
12 18 (18.37%) Coaching
12 18 (18.37%) Machine Learning
12 18 (18.37%) Scala
12 18 (18.37%) Red Hat Enterprise Linux
12 18 (18.37%) SQL Server
13 17 (17.35%) Configuration Management
13 17 (17.35%) Ruby
13 17 (17.35%) PowerShell
14 16 (16.33%) Opscode Chef
14 16 (16.33%) Microsoft
15 15 (15.31%) Docker
15 15 (15.31%) Test Automation
15 15 (15.31%) NoSQL
16 14 (14.29%) MongoDB
16 14 (14.29%) Continuous Improvement

Python
Co-occurring IT Skills in Tyne and Wear 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 13 (13.27%) Apache Spark
2 5 (5.10%) MS Exchange
2 5 (5.10%) Skype for Business
3 4 (4.08%) CMS
4 3 (3.06%) Apache
4 3 (3.06%) SharePoint
5 1 (1.02%) SAS
Applications
1 5 (5.10%) Microsoft PowerPoint
2 3 (3.06%) Microsoft Excel
3 1 (1.02%) GNU Octave
3 1 (1.02%) SPSS
Business Applications
1 3 (3.06%) SAP CO
1 3 (3.06%) SAP FI
1 3 (3.06%) SAP FI/CO
2 2 (2.04%) SAP BPC
3 1 (1.02%) Hyperion Planning
3 1 (1.02%) SAP ERP
Cloud Services
1 28 (28.57%) Microsoft Azure
2 25 (25.51%) Amazon AWS
3 10 (10.20%) Google Cloud Platform
4 9 (9.18%) GitHub
5 5 (5.10%) Office 365
6 4 (4.08%) Serverless
7 3 (3.06%) AWS Lambda
8 2 (2.04%) Datadog
9 1 (1.02%) Amazon ElastiCache
9 1 (1.02%) Amazon S3
9 1 (1.02%) CloudFront
9 1 (1.02%) IaaS
9 1 (1.02%) OpenShift
9 1 (1.02%) PaaS
9 1 (1.02%) Virtual Private Cloud
Communications & Networking
1 5 (5.10%) Skype
2 4 (4.08%) Network Security
3 1 (1.02%) DNS
3 1 (1.02%) DSL
3 1 (1.02%) Firewall
3 1 (1.02%) VPN
Database & Business Intelligence
1 20 (20.41%) Big Data
2 18 (18.37%) SQL Server
3 15 (15.31%) NoSQL
4 14 (14.29%) MongoDB
5 13 (13.27%) Apache Cassandra
5 13 (13.27%) Hadoop
6 10 (10.20%) Apache Hive
7 9 (9.18%) HBase
7 9 (9.18%) PostgreSQL
7 9 (9.18%) Spark SQL
7 9 (9.18%) Sqoop
8 4 (4.08%) Amazon Redshift
8 4 (4.08%) MySQL
9 3 (3.06%) SAP Data Services
10 2 (2.04%) Data Warehouse
11 1 (1.02%) Amazon DynamoDB
11 1 (1.02%) Amazon RDS
11 1 (1.02%) BusinessObjects Business Intelligence
11 1 (1.02%) MS Access
11 1 (1.02%) SQL Server 2014
Development Applications
1 12 (12.24%) TeamCity
2 11 (11.22%) Jenkins
3 10 (10.20%) Git (software)
3 10 (10.20%) Selenium
4 6 (6.12%) Cucumber
5 4 (4.08%) WebDriver
6 3 (3.06%) Subversion
6 3 (3.06%) Travis CI
7 2 (2.04%) Robot Framework
7 2 (2.04%) SpecFlow
8 1 (1.02%) Bitbucket
8 1 (1.02%) Jasmine
8 1 (1.02%) Protractor
8 1 (1.02%) Team Foundation Server
8 1 (1.02%) Visual Studio
General
1 12 (12.24%) Finance
2 5 (5.10%) Banking
3 1 (1.02%) French Language
3 1 (1.02%) Games
3 1 (1.02%) German Language
Job Titles
1 31 (31.63%) DevOps Engineer
2 13 (13.27%) Data Engineer
3 12 (12.24%) Developer
4 11 (11.22%) Analyst
4 11 (11.22%) Big Data Engineer
5 9 (9.18%) Data Scientist
5 9 (9.18%) Python Engineer
6 8 (8.16%) Azure Consultant
6 8 (8.16%) Consultant
6 8 (8.16%) Microsoft Consultant
7 6 (6.12%) Administrator
7 6 (6.12%) Automation Tester
7 6 (6.12%) Infrastructure Engineer
7 6 (6.12%) Tester
8 5 (5.10%) Python Developer
9 4 (4.08%) Cloud Engineer
9 4 (4.08%) DBA
9 4 (4.08%) Linux Engineer
9 4 (4.08%) SQL DBA
9 4 (4.08%) Test Engineer
Libraries, Frameworks & Software Standards
1 13 (13.27%) Kafka
2 9 (9.18%) Spark Streaming
3 6 (6.12%) Elastic Stack
3 6 (6.12%) HTML
3 6 (6.12%) RESTful
4 5 (5.10%) CSS
4 5 (5.10%) Gherkin
4 5 (5.10%) Node.js
5 4 (4.08%) .NET
5 4 (4.08%) JSON
5 4 (4.08%) Web Services
6 3 (3.06%) Django
6 3 (3.06%) XML
7 2 (2.04%) AngularJS
7 2 (2.04%) ASP.NET
7 2 (2.04%) Twitter Bootstrap
7 2 (2.04%) Vue.js
8 1 (1.02%) COM
8 1 (1.02%) Redux
8 1 (1.02%) Spring
Miscellaneous
1 14 (14.29%) Analytical Skills
2 8 (8.16%) Public Cloud
3 6 (6.12%) Data Centre
4 5 (5.10%) Algorithms
5 4 (4.08%) Clustering
5 4 (4.08%) Enterprise Software
5 4 (4.08%) Hybrid Cloud
6 3 (3.06%) Life Science
7 2 (2.04%) Private Cloud
8 1 (1.02%) Robotics
8 1 (1.02%) Self-Motivation
Operating Systems
1 45 (45.92%) Linux
2 18 (18.37%) Red Hat Enterprise Linux
3 14 (14.29%) Unix
4 8 (8.16%) Debian
4 8 (8.16%) Ubuntu
4 8 (8.16%) Windows
4 8 (8.16%) Windows Server
5 4 (4.08%) CentOS
5 4 (4.08%) Solaris
Processes & Methodologies
1 44 (44.90%) DevOps
2 31 (31.63%) Agile Software Development
3 20 (20.41%) Mentoring
4 19 (19.39%) Analytics
5 18 (18.37%) Coaching
5 18 (18.37%) Machine Learning
6 17 (17.35%) Configuration Management
7 15 (15.31%) Test Automation
8 14 (14.29%) Continuous Improvement
9 13 (13.27%) Data Science
10 11 (11.22%) Data Integration
11 10 (10.20%) Data Analysis
11 10 (10.20%) Data Engineering
11 10 (10.20%) ETL
12 9 (9.18%) Data Reconciliation
12 9 (9.18%) Data Transformation
12 9 (9.18%) Problem-Solving
12 9 (9.18%) Use Case
13 8 (8.16%) BDD
13 8 (8.16%) Data Analytics
Programming Languages
1 40 (40.82%) Java
2 24 (24.49%) SQL
3 22 (22.45%) Bash Shell
4 21 (21.43%) Perl
5 18 (18.37%) Scala
6 17 (17.35%) PowerShell
6 17 (17.35%) Ruby
7 11 (11.22%) C++
7 11 (11.22%) JavaScript
8 10 (10.20%) C#
8 10 (10.20%) MATLAB
9 5 (5.10%) R
10 4 (4.08%) C
11 1 (1.02%) Fortran
11 1 (1.02%) Java 8
11 1 (1.02%) PHP
Qualifications
1 3 (3.06%) Degree
1 3 (3.06%) SC Cleared
1 3 (3.06%) Security Cleared
Quality Assurance & Compliance
1 1 (1.02%) GDPR
1 1 (1.02%) QA
System Software
1 15 (15.31%) Docker
2 13 (13.27%) Active Directory
3 9 (9.18%) Apache Flume
3 9 (9.18%) HDFS
3 9 (9.18%) Hyper-V
4 1 (1.02%) VMware Infrastructure
Systems Management
1 25 (25.51%) Ansible
2 22 (22.45%) Puppet
2 22 (22.45%) Terraform
3 16 (16.33%) Opscode Chef
4 12 (12.24%) Kubernetes
5 9 (9.18%) Oozie
6 2 (2.04%) Nagios
6 2 (2.04%) Packer
Vendors
1 16 (16.33%) Microsoft
2 12 (12.24%) Oracle
3 10 (10.20%) Google
4 9 (9.18%) Cloudera
4 9 (9.18%) Hortonworks
5 8 (8.16%) Red Hat
5 8 (8.16%) ServiceNow
6 4 (4.08%) Birst
6 4 (4.08%) SAP
7 3 (3.06%) Hyperion
8 2 (2.04%) Adaptive Insights
8 2 (2.04%) New Relic
8 2 (2.04%) SnapLogic
8 2 (2.04%) Splunk
8 2 (2.04%) Workday
9 1 (1.02%) Informatica
9 1 (1.02%) Tableau
9 1 (1.02%) VMware