Period
to 19 May 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 19 May 2019 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
19 May 2019
Same period 2018 Same period 2017
Rank 23 48 68
Rank change year-on-year +25 +20 -7
Permanent jobs citing Python 230 63 53
As % of all permanent IT jobs advertised in North Yorkshire 16.62% 4.74% 3.44%
As % of the Programming Languages category 33.14% 8.77% 5.66%
Number of salaries quoted 42 42 37
North Yorkshire median annual salary £55,000 £41,000 £41,500
Median salary % change year-on-year +34.15% -1.20% -7.78%
10th Percentile £31,250 £28,250 £27,750
90th Percentile £62,500 £61,250 £45,500
Yorkshire median annual salary £50,000 £50,000 £50,001
% change year-on-year - 0.00% +17.65%

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 694 718 936
As % of all permanent IT jobs advertised in North Yorkshire 50.14% 54.03% 60.82%
Number of salaries quoted 444 619 819
North Yorkshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £28,825 £27,250 £27,400
90th Percentile £62,500 £53,750 £51,250
Yorkshire median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.18% +6.25% -

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 19 May 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 19 May 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 +25 201 £60,000 +20.00% 1
York -16 18 £55,000 +34.15% 2
Middlesbrough -1 3 £50,000 +42.86%
Python
Yorkshire

For the 6 months to 19 May 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.

1 202 (87.83%) Linux
2 201 (87.39%) Firewall
3 200 (86.96%) Bash Shell
4 197 (85.65%) Cisco ASA
4 197 (85.65%) NetScaler
4 197 (85.65%) FortiGate
4 197 (85.65%) IPsec
4 197 (85.65%) Fortinet
4 197 (85.65%) Unix
4 197 (85.65%) VPN
4 197 (85.65%) DNS
4 197 (85.65%) Cisco
4 197 (85.65%) CCNP
4 197 (85.65%) Cisco Certification
4 197 (85.65%) MPLS
4 197 (85.65%) OSPF
4 197 (85.65%) BGP
5 196 (85.22%) Perl
6 188 (81.74%) ADSL
6 188 (81.74%) Broadband
6 188 (81.74%) WAN
6 188 (81.74%) SMTP
6 188 (81.74%) ISO 9001
6 188 (81.74%) Nagios
6 188 (81.74%) RIP
6 188 (81.74%) Network Design
6 188 (81.74%) Management Information System
6 188 (81.74%) Service Delivery
6 188 (81.74%) Cisco Nexus
6 188 (81.74%) Network Security

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 (2.61%) Jetty
1 6 (2.61%) Tomcat
2 4 (1.74%) WebLogic
3 1 (0.43%) Apache
3 1 (0.43%) Apache Airflow
3 1 (0.43%) Confluence
Cloud Services
1 22 (9.57%) Amazon AWS
2 13 (5.65%) Microsoft Azure
3 6 (2.61%) Google Cloud Platform
4 2 (0.87%) IBM Cloud
5 1 (0.43%) Amazon EC2
5 1 (0.43%) AWS CloudFormation
Communications & Networking
1 201 (87.39%) Firewall
2 197 (85.65%) BGP
2 197 (85.65%) Cisco ASA
2 197 (85.65%) DNS
2 197 (85.65%) IPsec
2 197 (85.65%) MPLS
2 197 (85.65%) NetScaler
2 197 (85.65%) OSPF
2 197 (85.65%) VPN
3 188 (81.74%) ADSL
3 188 (81.74%) Broadband
3 188 (81.74%) Cisco Nexus
3 188 (81.74%) Network Security
3 188 (81.74%) RIP
3 188 (81.74%) SMTP
3 188 (81.74%) WAN
4 11 (4.78%) Internet
5 9 (3.91%) 3G
5 9 (3.91%) 802.11
5 9 (3.91%) NetScreen
Database & Business Intelligence
1 9 (3.91%) MySQL
2 7 (3.04%) PostgreSQL
3 3 (1.30%) Big Data
3 3 (1.30%) Relational Database
4 2 (0.87%) Data Warehouse
4 2 (0.87%) Oracle Database
5 1 (0.43%) Amazon RDS
5 1 (0.43%) Amazon Redshift
5 1 (0.43%) Cognos Framework Manager
5 1 (0.43%) Couchbase
5 1 (0.43%) Geospatial Data
5 1 (0.43%) Hadoop
5 1 (0.43%) MongoDB
5 1 (0.43%) NoSQL
5 1 (0.43%) OLAP Cube
5 1 (0.43%) Oracle Database 11g
5 1 (0.43%) Oracle Database 12c
5 1 (0.43%) Oracle Exadata
5 1 (0.43%) Oracle OLAP
5 1 (0.43%) SQL Server
Development Applications
1 20 (8.70%) Git (software)
2 7 (3.04%) Jenkins
2 7 (3.04%) JIRA
3 5 (2.17%) Atlassian Bamboo
3 5 (2.17%) Subversion
4 2 (0.87%) Gradle
5 1 (0.43%) Artifactory
5 1 (0.43%) Bitbucket
5 1 (0.43%) Cobertura
5 1 (0.43%) Eclipse
5 1 (0.43%) IntelliJ
5 1 (0.43%) JUnit
5 1 (0.43%) Maven
5 1 (0.43%) SonarQube
5 1 (0.43%) TeamCity
General
1 14 (6.09%) Telecoms
2 4 (1.74%) Finance
3 2 (0.87%) Games
4 1 (0.43%) Electronics
4 1 (0.43%) Retail
Job Titles
1 145 (63.04%) Network Engineer
2 92 (40.00%) Network Security Engineer
2 92 (40.00%) Security Engineer
3 48 (20.87%) Developer
4 41 (17.83%) Cisco Engineer
4 41 (17.83%) Cisco Network Engineer
4 41 (17.83%) Cisco Security Engineer
5 39 (16.96%) Product Developer
6 35 (15.22%) Switch Engineer
7 13 (5.65%) Network Specialist
8 10 (4.35%) DevOps Engineer
8 10 (4.35%) Firewall Engineer
9 9 (3.91%) Network Support
10 8 (3.48%) Cloud Engineer
10 8 (3.48%) Network Security Specialist
10 8 (3.48%) Security Specialist
11 7 (3.04%) Product Engineer
12 5 (2.17%) 3rd Line Support Specialist
12 5 (2.17%) Senior Cloud Engineer
12 5 (2.17%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 9 (3.91%) 802.1X
2 6 (2.61%) Middleware
3 5 (2.17%) Kafka
4 3 (1.30%) Node.js
4 3 (1.30%) RESTful
5 2 (0.87%) Unity (Game Engine)
6 1 (0.43%) boto
6 1 (0.43%) Entity Framework
6 1 (0.43%) OAuth
6 1 (0.43%) OpenID
6 1 (0.43%) Oracle Streams
6 1 (0.43%) PostGIS
6 1 (0.43%) SAML
6 1 (0.43%) Web Services
Miscellaneous
1 188 (81.74%) Management Information System
2 5 (2.17%) Clustering
3 4 (1.74%) Public Cloud
3 4 (1.74%) Raspberry Pi
4 1 (0.43%) Algorithms
4 1 (0.43%) PKI
Operating Systems
1 202 (87.83%) Linux
2 197 (85.65%) Unix
3 9 (3.91%) CatOS
4 5 (2.17%) Ubuntu
5 2 (0.87%) Debian
6 1 (0.43%) AIX
6 1 (0.43%) Kali Linux
6 1 (0.43%) Red Hat Enterprise Linux
6 1 (0.43%) Solaris
6 1 (0.43%) Windows
Processes & Methodologies
1 188 (81.74%) Change Control
1 188 (81.74%) Network Design
1 188 (81.74%) Network Management
1 188 (81.74%) Product Management
1 188 (81.74%) Service Delivery
2 25 (10.87%) DevOps
3 14 (6.09%) Agile Software Development
3 14 (6.09%) Infrastructure as Code
3 14 (6.09%) ITIL
4 10 (4.35%) Analytics
5 9 (3.91%) Continuous Improvement
5 9 (3.91%) Data Analytics
5 9 (3.91%) ITIL V3
5 9 (3.91%) SIEM
5 9 (3.91%) Technical Leadership
6 8 (3.48%) Computer Science
7 7 (3.04%) Problem-Solving
8 6 (2.61%) Load Balancing
8 6 (2.61%) Open Source
9 5 (2.17%) Time Management
Programming Languages
1 200 (86.96%) Bash Shell
2 196 (85.22%) Perl
3 17 (7.39%) SQL
4 8 (3.48%) C#
5 7 (3.04%) Ruby
6 5 (2.17%) JavaScript
7 4 (1.74%) C++
8 3 (1.30%) Java
9 2 (0.87%) C
9 2 (0.87%) Lua
9 2 (0.87%) Shell Script
10 1 (0.43%) Go
10 1 (0.43%) MATLAB
10 1 (0.43%) PL/SQL
10 1 (0.43%) PowerShell
Qualifications
1 197 (85.65%) CCNP
1 197 (85.65%) Cisco Certification
2 165 (71.74%) CCNA
3 7 (3.04%) Degree
4 5 (2.17%) AWS Certification
4 5 (2.17%) Computer Science Degree
5 1 (0.43%) HNC
5 1 (0.43%) ISTQB
5 1 (0.43%) ISTQB Foundation Certification
5 1 (0.43%) PhD
Quality Assurance & Compliance
1 188 (81.74%) ISO 9001
1 188 (81.74%) ISO/IEC 27001
2 1 (0.43%) QA
System Software
1 10 (4.35%) Docker
2 6 (2.61%) VMware Infrastructure
3 1 (0.43%) Firmware
3 1 (0.43%) Oracle RAC
Systems Management
1 197 (85.65%) FortiGate
2 188 (81.74%) Nagios
3 15 (6.52%) Terraform
4 14 (6.09%) Puppet
5 9 (3.91%) RANCID
6 6 (2.61%) Kubernetes
6 6 (2.61%) Mesos
7 5 (2.17%) Ansible
7 5 (2.17%) Grafana
7 5 (2.17%) Graphite
7 5 (2.17%) Kibana
8 2 (0.87%) Opscode Chef
9 1 (0.43%) Cobbler
9 1 (0.43%) Data Guard
9 1 (0.43%) Nessus
9 1 (0.43%) Nmap
9 1 (0.43%) Oracle Enterprise Manager
9 1 (0.43%) Oracle RMAN
9 1 (0.43%) Rancher
9 1 (0.43%) Tivoli
Vendors
1 197 (85.65%) Cisco
1 197 (85.65%) Fortinet
2 107 (46.52%) Palo Alto
3 20 (8.70%) CheckPoint
4 9 (3.91%) Citrix
4 9 (3.91%) Draytek
4 9 (3.91%) Huawei
4 9 (3.91%) Juniper
4 9 (3.91%) Meraki
4 9 (3.91%) Oracle
5 8 (3.48%) VMware
6 5 (2.17%) Dynatrace
6 5 (2.17%) Google
6 5 (2.17%) Microsoft
7 3 (1.30%) IBM
8 1 (0.43%) Cognos
8 1 (0.43%) Micro Focus
8 1 (0.43%) Qualys