Period
to 21 February 2020

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire 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 21 February 2020 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 44 59 45
Rank change year-on-year +15 -14 +42
Permanent jobs citing Python 50 49 60
As % of all permanent IT jobs advertised in North Yorkshire 5.15% 4.38% 4.61%
As % of the Programming Languages category 11.57% 7.64% 8.10%
Number of salaries quoted 42 31 47
North Yorkshire median annual salary £45,500 £42,500 £52,500
Median salary % change year-on-year +7.06% -19.05% +35.48%
10th Percentile £32,500 £26,250 £32,000
90th Percentile £72,125 £58,750 £61,250
Yorkshire median annual salary £51,500 £49,337 £50,000
% change year-on-year +4.38% -1.33% +11.11%

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 North Yorkshire with a requirement for coding skills.

All Programming Languages
North Yorkshire
Permanent vacancies with a requirement for coding skills 432 641 741
As % of all permanent IT jobs advertised in North Yorkshire 44.54% 57.28% 56.91%
Number of salaries quoted 365 532 628
North Yorkshire median annual salary £43,000 £45,000 £40,000
Median salary % change year-on-year -4.44% +12.50% -
10th Percentile £28,850 £30,000 £27,500
90th Percentile £62,500 £60,000 £55,000
Yorkshire median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

Python
Job Vacancy Trend in North Yorkshire

Job postings citing Python as a percentage of all IT jobs advertised in North Yorkshire.

Job vacancy trend for Python in North Yorkshire

Python
Salary Trend in North Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in North Yorkshire.

Salary trend for Python in North Yorkshire

Python
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Python in North Yorkshire over the 6 months to 21 February 2020.

Salary histogram for Python in North Yorkshire

Python
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the North Yorkshire region over the 6 months to 21 February 2020. 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
York +19 29 £42,500 - 11
Harrogate -2 7 £70,000 +52.17%
Skipton -1 4 £37,500 -
Middlesbrough +9 1 £34,500 -42.50% 2
Python
Yorkshire

For the 6 months to 21 February 2020, 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 North Yorkshire region with a requirement for Python.

1 27 (54.00%) DevOps
2 22 (44.00%) Agile Software Development
3 18 (36.00%) Java
4 15 (30.00%) Azure
5 14 (28.00%) SQL
6 12 (24.00%) Finance
6 12 (24.00%) PowerShell
6 12 (24.00%) Infrastructure Automation
7 11 (22.00%) AWS
7 11 (22.00%) Node.js
7 11 (22.00%) VMware Infrastructure
7 11 (22.00%) VMware
8 10 (20.00%) Linux
9 9 (18.00%) Firewall
9 9 (18.00%) Citrix
9 9 (18.00%) Juniper
9 9 (18.00%) Cisco
9 9 (18.00%) Migration
9 9 (18.00%) Ruby
9 9 (18.00%) NetScaler
9 9 (18.00%) Puppet
10 8 (16.00%) Junos
10 8 (16.00%) SolarWinds
10 8 (16.00%) Infoblox
10 8 (16.00%) Imperva
10 8 (16.00%) F5
10 8 (16.00%) Procure-to-Pay
10 8 (16.00%) F5 BIG-IP LTM
10 8 (16.00%) Cisco ISE
10 8 (16.00%) Network Monitoring

Python
Co-occurring IT Skills in North Yorkshire 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 4 (8.00%) Apache
1 4 (8.00%) SAS
1 4 (8.00%) Tomcat
2 3 (6.00%) Jetty
3 2 (4.00%) IIS
Applications
1 1 (2.00%) Microsoft Office
Cloud Services
1 15 (30.00%) Azure
2 11 (22.00%) AWS
3 8 (16.00%) Azure ExpressRoute
Communications & Networking
1 9 (18.00%) Firewall
1 9 (18.00%) NetScaler
2 8 (16.00%) BGP
2 8 (16.00%) Cisco ASA
2 8 (16.00%) Cisco IOS
2 8 (16.00%) Cisco ISE
2 8 (16.00%) DHCP
2 8 (16.00%) DNS
2 8 (16.00%) F5 BIG-IP LTM
2 8 (16.00%) Junos
2 8 (16.00%) NX-OS
2 8 (16.00%) OSPF
2 8 (16.00%) VPLS
2 8 (16.00%) VPN
2 8 (16.00%) WAN
2 8 (16.00%) WLAN
3 4 (8.00%) SAN
4 3 (6.00%) NAS
4 3 (6.00%) TCP/IP
5 1 (2.00%) Fibre Channel
Database & Business Intelligence
1 3 (6.00%) Data Warehouse
1 3 (6.00%) Enterprise Data Warehouse
1 3 (6.00%) MySQL
1 3 (6.00%) SQL Server Analysis Services
1 3 (6.00%) SQL Server Integration Services
1 3 (6.00%) SQL Server Reporting Services
2 2 (4.00%) MongoDB
2 2 (4.00%) PostgreSQL
2 2 (4.00%) SQL Server
3 1 (2.00%) Oracle Reports
3 1 (2.00%) RDBMS
3 1 (2.00%) Relational Database
Development Applications
1 5 (10.00%) Git (software)
2 1 (2.00%) CircleCI
2 1 (2.00%) Jenkins
2 1 (2.00%) Maven
General
1 12 (24.00%) Finance
2 5 (10.00%) Games
3 3 (6.00%) Marketing
4 2 (4.00%) Public Sector
5 1 (2.00%) Retail
5 1 (2.00%) Telecoms
Job Titles
1 10 (20.00%) Architect
1 10 (20.00%) Technical Architect
2 8 (16.00%) Software Engineer
3 7 (14.00%) Infrastructure Engineer
4 6 (12.00%) Network Infrastructure Engineer
5 5 (10.00%) Embedded Engineer
5 5 (10.00%) Embedded Software Engineer
6 4 (8.00%) C Software Engineer
6 4 (8.00%) Cloud Engineer
6 4 (8.00%) Data Scientist
6 4 (8.00%) Developer
6 4 (8.00%) Embedded C Engineer
6 4 (8.00%) Embedded C Software Engineer
6 4 (8.00%) Systems Engineer
7 3 (6.00%) Development Engineer
7 3 (6.00%) DevOps Engineer
7 3 (6.00%) Junior
7 3 (6.00%) Network Specialist
7 3 (6.00%) Senior Systems Engineer
7 3 (6.00%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 11 (22.00%) Node.js
2 7 (14.00%) Spring
3 6 (12.00%) .NET
4 3 (6.00%) .NET Framework
4 3 (6.00%) AngularJS
4 3 (6.00%) Middleware
5 2 (4.00%) HTML
5 2 (4.00%) LAMP
5 2 (4.00%) LAPP Stack
6 1 (2.00%) CSS
6 1 (2.00%) React
Miscellaneous
1 8 (16.00%) Analytical Skills
2 7 (14.00%) Self-Motivation
3 5 (10.00%) Embedded Systems
4 2 (4.00%) Clustering
4 2 (4.00%) Data Centre
5 1 (2.00%) Analytical Mindset
5 1 (2.00%) Credit Risk
Operating Systems
1 10 (20.00%) Linux
2 2 (4.00%) Windows
3 1 (2.00%) Android
3 1 (2.00%) Red Hat Enterprise Linux
3 1 (2.00%) Unix
Processes & Methodologies
1 27 (54.00%) DevOps
2 22 (44.00%) Agile Software Development
3 12 (24.00%) Infrastructure Automation
4 9 (18.00%) Migration
5 8 (16.00%) Infrastructure as Code
5 8 (16.00%) Infrastructure Engineering
5 8 (16.00%) Multi-Factor Authentication
5 8 (16.00%) Network Monitoring
5 8 (16.00%) Procure-to-Pay
5 8 (16.00%) Test Automation
5 8 (16.00%) Two-Factor Authentication
6 7 (14.00%) Problem-Solving
7 5 (10.00%) Continuous Improvement
7 5 (10.00%) Software Engineering
8 4 (8.00%) Analytics
8 4 (8.00%) Business Intelligence
8 4 (8.00%) Data Analysis
8 4 (8.00%) Data Science
8 4 (8.00%) ETL
8 4 (8.00%) Mathematics
Programming Languages
1 18 (36.00%) Java
2 14 (28.00%) SQL
3 12 (24.00%) PowerShell
4 9 (18.00%) Ruby
5 8 (16.00%) C
5 8 (16.00%) C#
6 6 (12.00%) Bash Shell
7 5 (10.00%) R
8 3 (6.00%) C++
8 3 (6.00%) JavaScript
8 3 (6.00%) Perl
8 3 (6.00%) T-SQL
9 2 (4.00%) PHP
9 2 (4.00%) VB
10 1 (2.00%) Embedded C
10 1 (2.00%) Java 8
10 1 (2.00%) Lua
Qualifications
1 5 (10.00%) Degree
2 3 (6.00%) AWS Certification
3 1 (2.00%) CCNP
3 1 (2.00%) Cisco Certification
Quality Assurance & Compliance
1 2 (4.00%) IFRS
1 2 (4.00%) IFRS 9
2 1 (2.00%) QA
System Software
1 11 (22.00%) VMware Infrastructure
2 8 (16.00%) XenApp
2 8 (16.00%) XenDesktop
3 4 (8.00%) Docker
4 3 (6.00%) Hyper-V
4 3 (6.00%) KVM
Systems Management
1 9 (18.00%) Puppet
2 8 (16.00%) Terraform
3 2 (4.00%) HAProxy
4 1 (2.00%) Ansible
4 1 (2.00%) FortiGate
4 1 (2.00%) Icinga
4 1 (2.00%) Kubernetes
4 1 (2.00%) Nagios
4 1 (2.00%) NetBackup
4 1 (2.00%) Opsview
4 1 (2.00%) RANCID
Vendors
1 11 (22.00%) VMware
2 9 (18.00%) Cisco
2 9 (18.00%) Citrix
2 9 (18.00%) Juniper
3 8 (16.00%) Barracuda Networks
3 8 (16.00%) Blue Coat
3 8 (16.00%) CheckPoint
3 8 (16.00%) F5
3 8 (16.00%) Google
3 8 (16.00%) Imperva
3 8 (16.00%) Infoblox
3 8 (16.00%) SolarWinds
3 8 (16.00%) Zscaler
4 5 (10.00%) Microsoft
5 3 (6.00%) EMC
5 3 (6.00%) HP
5 3 (6.00%) Oracle
5 3 (6.00%) Perforce
6 1 (2.00%) Fortinet
6 1 (2.00%) Huawei