Period
to 22 September 2019

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

Python
Yorkshire > North Yorkshire
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 18 32 36
Rank change year-on-year +14 +4 +43
Permanent jobs citing Python 349 91 80
As % of all permanent IT jobs advertised in North Yorkshire 20.34% 6.94% 6.06%
As % of the Programming Languages category 46.97% 11.96% 9.29%
Number of salaries quoted 42 68 59
North Yorkshire median annual salary £46,000 £42,500 £45,000
Median salary % change year-on-year +8.24% -5.56% +28.57%
10th Percentile £33,250 £28,250 £31,550
90th Percentile £62,500 £61,975 £61,250
Yorkshire median annual salary £49,169 £50,000 £50,000
% change year-on-year -1.66% - +25.00%

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 743 761 861
As % of all permanent IT jobs advertised in North Yorkshire 43.30% 58.00% 65.18%
Number of salaries quoted 379 664 722
North Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £27,500 £27,500
90th Percentile £60,000 £55,000 £57,500
Yorkshire median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 22 September 2019.

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 22 September 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
Harrogate +14 333 £60,000 +36.36% 4
York -12 7 £42,000 -1.18% 1
Skipton +17 2 £37,500 +15.38% 1
Python
Yorkshire

For the 6 months to 22 September 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 North Yorkshire region with a requirement for Python.

1 328 (93.98%) Cisco
2 325 (93.12%) CCNP
2 325 (93.12%) Cisco Certification
2 325 (93.12%) MPLS
2 325 (93.12%) BGP
2 325 (93.12%) Fortinet
2 325 (93.12%) Cisco ASA
2 325 (93.12%) FortiGate
3 322 (92.26%) Firewall
4 321 (91.98%) IPsec
4 321 (91.98%) OSPF
4 321 (91.98%) VPN
4 321 (91.98%) DNS
4 321 (91.98%) Unix
4 321 (91.98%) Linux
4 321 (91.98%) NetScaler
5 315 (90.26%) Bash Shell
5 315 (90.26%) Perl
6 312 (89.40%) Nagios
7 309 (88.54%) ISO 9001
7 309 (88.54%) Service Delivery
7 309 (88.54%) ISO/IEC 27001
7 309 (88.54%) Network Security
7 309 (88.54%) Change Control
7 309 (88.54%) Product Management
8 305 (87.39%) Network Management
8 305 (87.39%) Cisco Nexus
8 305 (87.39%) Network Design
8 305 (87.39%) Management Information System
8 305 (87.39%) RIP

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 6 (1.72%) Jetty
1 6 (1.72%) Tomcat
2 4 (1.15%) Apache
3 3 (0.86%) IIS
3 3 (0.86%) OpenStack
4 1 (0.29%) SAS
Applications
1 4 (1.15%) Microsoft Office
Cloud Services
1 9 (2.58%) AWS
2 8 (2.29%) Azure
3 2 (0.57%) GCP
4 1 (0.29%) Amazon ECS
4 1 (0.29%) Amazon EKS
4 1 (0.29%) AWS CloudFormation
4 1 (0.29%) GitHub
4 1 (0.29%) Serverless
Communications & Networking
1 325 (93.12%) BGP
1 325 (93.12%) Cisco ASA
1 325 (93.12%) MPLS
2 322 (92.26%) Firewall
3 321 (91.98%) DNS
3 321 (91.98%) IPsec
3 321 (91.98%) NetScaler
3 321 (91.98%) OSPF
3 321 (91.98%) VPN
4 309 (88.54%) Network Security
5 305 (87.39%) ADSL
5 305 (87.39%) Broadband
5 305 (87.39%) Cisco Nexus
5 305 (87.39%) RIP
5 305 (87.39%) SMTP
5 305 (87.39%) WAN
6 18 (5.16%) Internet
7 16 (4.58%) 3G
7 16 (4.58%) 802.11
7 16 (4.58%) Wireless
Database & Business Intelligence
1 5 (1.43%) MySQL
2 3 (0.86%) PostgreSQL
2 3 (0.86%) SQL Server
3 1 (0.29%) Data Warehouse
3 1 (0.29%) Enterprise Data Warehouse
3 1 (0.29%) Oracle Reports
3 1 (0.29%) SQL Server Analysis Services
3 1 (0.29%) SQL Server Integration Services
3 1 (0.29%) SQL Server Reporting Services
Development Applications
1 4 (1.15%) Jenkins
2 3 (0.86%) Git (software)
3 1 (0.29%) Artifactory
3 1 (0.29%) CircleCI
3 1 (0.29%) Cobertura
3 1 (0.29%) Gradle
3 1 (0.29%) JIRA
3 1 (0.29%) Snyk
3 1 (0.29%) SonarQube
General
1 81 (23.21%) Telecoms
2 5 (1.43%) Marketing
3 3 (0.86%) Finance
4 1 (0.29%) Publishing
Job Titles
1 277 (79.37%) Network Engineer
2 210 (60.17%) Network Security Engineer
2 210 (60.17%) Security Engineer
3 139 (39.83%) Cisco Engineer
3 139 (39.83%) Cisco Network Engineer
3 139 (39.83%) Cisco Security Engineer
4 40 (11.46%) Switch Engineer
5 35 (10.03%) Developer
6 33 (9.46%) Product Developer
7 22 (6.30%) Firewall Engineer
8 16 (4.58%) Network Support
9 15 (4.30%) Network Specialist
10 12 (3.44%) DevOps Engineer
11 10 (2.87%) Network Support Engineer
11 10 (2.87%) Support Engineer
11 10 (2.87%) Systems Engineer
12 9 (2.58%) Network Security Specialist
12 9 (2.58%) Security Specialist
12 9 (2.58%) Senior Systems Engineer
13 7 (2.01%) Product Engineer
Libraries, Frameworks & Software Standards
1 16 (4.58%) 802.1X
2 6 (1.72%) Middleware
3 3 (0.86%) LAMP
3 3 (0.86%) LAPP Stack
4 1 (0.29%) boto
4 1 (0.29%) Django
4 1 (0.29%) Kafka
4 1 (0.29%) OAuth
4 1 (0.29%) OpenID
4 1 (0.29%) Redux
4 1 (0.29%) SAML
4 1 (0.29%) Web Services
Miscellaneous
1 305 (87.39%) Management Information System
2 9 (2.58%) Data Centre
3 3 (0.86%) Clustering
4 2 (0.57%) Analytical Skills
5 1 (0.29%) Mobile App
5 1 (0.29%) PKI
5 1 (0.29%) Self-Motivation
Operating Systems
1 321 (91.98%) Linux
1 321 (91.98%) Unix
2 16 (4.58%) CatOS
3 4 (1.15%) Windows
4 2 (0.57%) Debian
5 1 (0.29%) Kali Linux
5 1 (0.29%) Red Hat Enterprise Linux
5 1 (0.29%) Solaris
Processes & Methodologies
1 309 (88.54%) Change Control
1 309 (88.54%) Product Management
1 309 (88.54%) Service Delivery
2 305 (87.39%) Network Design
2 305 (87.39%) Network Management
3 20 (5.73%) Continuous Improvement
4 18 (5.16%) DevOps
5 17 (4.87%) Analytics
6 16 (4.58%) Data Analytics
6 16 (4.58%) ITIL
6 16 (4.58%) ITIL V3
6 16 (4.58%) SIEM
6 16 (4.58%) Technical Leadership
7 5 (1.43%) Load Balancing
7 5 (1.43%) Open Source
8 4 (1.15%) High Availability
8 4 (1.15%) Problem-Solving
9 3 (0.86%) Agile Software Development
9 3 (0.86%) Data Science
10 2 (0.57%) Capacity Planning
Programming Languages
1 315 (90.26%) Bash Shell
1 315 (90.26%) Perl
2 16 (4.58%) Ruby
3 13 (3.72%) PowerShell
4 7 (2.01%) SQL
5 3 (0.86%) Java
5 3 (0.86%) R
6 2 (0.57%) C#
6 2 (0.57%) C++
6 2 (0.57%) JavaScript
7 1 (0.29%) C
7 1 (0.29%) ES6
7 1 (0.29%) Go
7 1 (0.29%) Shell Script
7 1 (0.29%) T-SQL
7 1 (0.29%) TypeScript
7 1 (0.29%) VB
Qualifications
1 325 (93.12%) CCNP
1 325 (93.12%) Cisco Certification
2 290 (83.09%) CCNA
3 1 (0.29%) AWS Certification
3 1 (0.29%) CREST Certified
3 1 (0.29%) OSCP
3 1 (0.29%) PhD
3 1 (0.29%) Tigerscheme
Quality Assurance & Compliance
1 309 (88.54%) ISO 9001
1 309 (88.54%) ISO/IEC 27001
2 2 (0.57%) QA
3 1 (0.29%) Cyber Essentials
3 1 (0.29%) IFRS
3 1 (0.29%) IFRS 9
System Software
1 8 (2.29%) VMware Infrastructure
2 5 (1.43%) Docker
3 4 (1.15%) Hyper-V
3 4 (1.15%) KVM
Systems Management
1 325 (93.12%) FortiGate
2 312 (89.40%) Nagios
3 16 (4.58%) RANCID
4 14 (4.01%) Puppet
5 7 (2.01%) Ansible
5 7 (2.01%) Icinga
5 7 (2.01%) NetBackup
5 7 (2.01%) Opsview
6 3 (0.86%) HAProxy
7 2 (0.57%) Kubernetes
7 2 (0.57%) Mesos
7 2 (0.57%) Opscode Chef
7 2 (0.57%) Terraform
8 1 (0.29%) Cobbler
8 1 (0.29%) Grafana
8 1 (0.29%) Graphite
8 1 (0.29%) Kibana
8 1 (0.29%) Nessus
8 1 (0.29%) Rancher
8 1 (0.29%) Sysdig
Vendors
1 328 (93.98%) Cisco
2 325 (93.12%) Fortinet
3 233 (66.76%) Palo Alto
4 33 (9.46%) CheckPoint
5 19 (5.44%) Meraki
6 16 (4.58%) Citrix
6 16 (4.58%) Draytek
6 16 (4.58%) Huawei
6 16 (4.58%) Juniper
7 12 (3.44%) VMware
8 7 (2.01%) NetApp
9 5 (1.43%) Microsoft
9 5 (1.43%) Oracle
10 4 (1.15%) EMC
10 4 (1.15%) HP
11 3 (0.86%) 3PAR
11 3 (0.86%) Veeam
12 1 (0.29%) Dynatrace
12 1 (0.29%) Google
12 1 (0.29%) Tableau