Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 July 2017

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 July 2017 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > North Yorkshire
6 months to
22 Jul 2017		 Same period 2016 Same period 2015
Rank 47 61 68
Rank change year-on-year +14 +7 +36
Permanent jobs citing Python 74 70 73
As % of all permanent IT jobs advertised in North Yorkshire 4.94% 4.19% 3.58%
As % of the Programming Languages category 7.84% 7.71% 6.33%
Number of salaries quoted 48 63 73
North Yorkshire median annual salary £45,000 £45,000 £37,500
Median salary % change year-on-year - +20.00% -11.76%
10th Percentile £31,950 £33,000 £21,750
90th Percentile £57,500 £52,000 £45,000
Yorkshire median annual salary £50,001 £42,500 £40,000
% change year-on-year +17.65% +6.25% +6.67%

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in North Yorkshire with a requirement for programming language skills.

Programming Language Skills
North Yorkshire
Permanent job vacancies with a requirement for programming language skills 944 908 1153
As % of all permanent IT job vacancies advertised in North Yorkshire 62.98% 54.37% 56.60%
Number of salaries quoted 814 764 1081
North Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £27,500 £26,075 £23,000
90th Percentile £55,000 £52,500 £50,250
Yorkshire median annual salary £40,000 £40,000 £39,000
% change year-on-year - +2.56% +4.00%

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 July 2017.

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 July 2017. 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 +29 48 £45,000 +5.88% 6
Skipton - 14 £40,000 -
Harrogate -10 6 £55,000 +22.22% 2
Knaresborough - 2 - -
Python
Yorkshire

For the 6 months to 22 July 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North Yorkshire region with a requirement for Python.

1 53 (71.62%) Linux
2 43 (58.11%) Ruby
3 36 (48.65%) Java
4 34 (45.95%) Perl
4 34 (45.95%) Bash Shell
5 25 (33.78%) Software Engineering
6 23 (31.08%) Agile Software Development
6 23 (31.08%) Unix
6 23 (31.08%) Amazon AWS
7 21 (28.38%) Docker
7 21 (28.38%) DevOps
8 18 (24.32%) Node.js
9 17 (22.97%) C++
9 17 (22.97%) Git (software)
10 15 (20.27%) Puppet
10 15 (20.27%) Shell Script
11 14 (18.92%) Network Design
11 14 (18.92%) SQL
11 14 (18.92%) CCNP
11 14 (18.92%) Cisco Certification
11 14 (18.92%) Atlassian Bamboo
11 14 (18.92%) Jenkins
12 13 (17.57%) Cucumber
12 13 (17.57%) Data Centre
12 13 (17.57%) CCNA
12 13 (17.57%) Ethernet
12 13 (17.57%) B2B
12 13 (17.57%) Configuration Management
12 13 (17.57%) JNCIA
12 13 (17.57%) JNCIP

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 10 (13.51%) Tomcat
2 8 (10.81%) Jetty
3 6 (8.11%) IIS
4 4 (5.41%) Elasticsearch
5 2 (2.70%) WebLogic
6 1 (1.35%) Apache
6 1 (1.35%) OpenStack
Applications
1 4 (5.41%) Microsoft Excel
1 4 (5.41%) MS Visio
Cloud Services
1 23 (31.08%) Amazon AWS
2 11 (14.86%) GitHub
2 11 (14.86%) IaaS
3 9 (12.16%) Microsoft Azure
4 2 (2.70%) Cloud Computing
4 2 (2.70%) Force.com
4 2 (2.70%) SaaS
Communications & Networking
1 13 (17.57%) Ethernet
2 10 (13.51%) Internet
3 7 (9.46%) DWDM
4 6 (8.11%) Firewall
4 6 (8.11%) TCP/IP
5 2 (2.70%) SSH
6 1 (1.35%) BGP
6 1 (1.35%) DNS
6 1 (1.35%) IPsec
6 1 (1.35%) MPLS
6 1 (1.35%) Network Security
6 1 (1.35%) OSPF
6 1 (1.35%) RIP
6 1 (1.35%) VPN
Database & Business Intelligence
1 10 (13.51%) PostgreSQL
2 7 (9.46%) MySQL
2 7 (9.46%) SQL Server
3 4 (5.41%) Hadoop
3 4 (5.41%) MS Access
4 1 (1.35%) GIS
4 1 (1.35%) MongoDB
4 1 (1.35%) NoSQL
Development Applications
1 17 (22.97%) Git (software)
2 14 (18.92%) Atlassian Bamboo
2 14 (18.92%) Jenkins
3 13 (17.57%) Cucumber
4 11 (14.86%) Bitbucket
4 11 (14.86%) GitLab
4 11 (14.86%) GoCD
5 4 (5.41%) HP UFT
6 2 (2.70%) Vagrant
7 1 (1.35%) Ant
7 1 (1.35%) Gradle
7 1 (1.35%) Maven
7 1 (1.35%) Subversion
7 1 (1.35%) TeamCity
General
1 13 (17.57%) Telecoms
2 6 (8.11%) Finance
3 4 (5.41%) Automotive
Job Titles
1 19 (25.68%) DevOps Engineer
2 18 (24.32%) Linux Engineer
3 15 (20.27%) Developer
3 15 (20.27%) Systems Engineer
4 14 (18.92%) Network Engineer
5 11 (14.86%) Support Engineer
6 10 (13.51%) Java Engineer
6 10 (13.51%) Software Engineer
7 9 (12.16%) Linux DevOps Engineer
7 9 (12.16%) Linux/Unix DevOps
8 7 (9.46%) Automation Engineer
8 7 (9.46%) Linux Systems Engineer
8 7 (9.46%) Software Developer
9 6 (8.11%) Developer/Software Engineer
9 6 (8.11%) Network Support
9 6 (8.11%) Network Support Engineer
10 5 (6.76%) Azure Engineer
10 5 (6.76%) Linux Support
10 5 (6.76%) Linux Support Engineer
10 5 (6.76%) Systems Support
Libraries, Frameworks & Software Standards
1 18 (24.32%) Node.js
2 6 (8.11%) .NET
2 6 (8.11%) Middleware
3 5 (6.76%) J2EE
4 4 (5.41%) AngularJS
5 3 (4.05%) HTML
5 3 (4.05%) Web Services
6 2 (2.70%) Celery
6 2 (2.70%) Django
6 2 (2.70%) RabbitMQ
6 2 (2.70%) REST
6 2 (2.70%) RESTful
7 1 (1.35%) CSS
7 1 (1.35%) PostGIS
7 1 (1.35%) React
7 1 (1.35%) XML
Miscellaneous
1 13 (17.57%) Data Centre
2 12 (16.22%) Streaming Video
3 7 (9.46%) Analytical Skills
3 7 (9.46%) Computer Science
4 5 (6.76%) NHS
5 4 (5.41%) Robotics
6 3 (4.05%) Raspberry Pi
7 2 (2.70%) Enterprise Cloud
7 2 (2.70%) Enterprise Software
8 1 (1.35%) Device Driver
Operating Systems
1 53 (71.62%) Linux
2 23 (31.08%) Unix
3 5 (6.76%) Windows
4 3 (4.05%) Red Hat Enterprise Linux
5 2 (2.70%) Debian
5 2 (2.70%) Ubuntu
6 1 (1.35%) CentOS
Processes & Methodologies
1 25 (33.78%) Software Engineering
2 23 (31.08%) Agile Software Development
3 21 (28.38%) DevOps
4 14 (18.92%) Network Design
5 13 (17.57%) B2B
5 13 (17.57%) Configuration Management
6 12 (16.22%) Software Delivery
7 11 (14.86%) Analytics
7 11 (14.86%) Continuous Delivery
7 11 (14.86%) Software Testing
8 9 (12.16%) Test Automation
9 8 (10.81%) Load Balancing
10 7 (9.46%) Mathematics
11 6 (8.11%) Physics
12 5 (6.76%) High Availability
13 4 (5.41%) Change Control
13 4 (5.41%) Modular Programming
13 4 (5.41%) Programme Delivery
13 4 (5.41%) Project Planning
13 4 (5.41%) Robotic Process Automation
Programming Languages
1 43 (58.11%) Ruby
2 36 (48.65%) Java
3 34 (45.95%) Bash Shell
3 34 (45.95%) Perl
4 17 (22.97%) C++
5 15 (20.27%) Shell Script
6 14 (18.92%) SQL
7 12 (16.22%) C#
8 11 (14.86%) JavaScript
9 6 (8.11%) PowerShell
10 5 (6.76%) C
11 4 (5.41%) PHP
11 4 (5.41%) VB
11 4 (5.41%) VBA
11 4 (5.41%) VBScript
11 4 (5.41%) VC++
12 2 (2.70%) Apex Code
12 2 (2.70%) Delphi
Qualifications
1 14 (18.92%) CCNP
1 14 (18.92%) Cisco Certification
2 13 (17.57%) CCNA
2 13 (17.57%) JNCIA
2 13 (17.57%) JNCIP
3 4 (5.41%) Degree
3 4 (5.41%) PMI Certification
3 4 (5.41%) PMP
System Software
1 21 (28.38%) Docker
2 7 (9.46%) Hyper-V
2 7 (9.46%) KVM
2 7 (9.46%) VMware Infrastructure
3 1 (1.35%) Sendmail
3 1 (1.35%) Xen
Systems Management
1 15 (20.27%) Puppet
2 11 (14.86%) rkt
3 6 (8.11%) HAProxy
4 3 (4.05%) Ansible
4 3 (4.05%) Opscode Chef
Vendors
1 12 (16.22%) HP
2 10 (13.51%) Microsoft
3 8 (10.81%) EMC
3 8 (10.81%) NetApp
4 7 (9.46%) Oracle
4 7 (9.46%) VMware
5 4 (5.41%) Blue Prism
5 4 (5.41%) Cognizant
5 4 (5.41%) Red Hat
6 2 (2.70%) Salesforce.com
7 1 (1.35%) Cisco
DevOps Engineer, York
York, North Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 5 days ago
Senior Cloud Services Developer £60k Harrogate
Harrogate, North Yorkshire
Consult Resolute Ltd
Salary: From £45,000 to £60,000 per annum £45-£60k
Posted: 3 days ago
Software Developer / York / £40,000
York, North Yorkshire
CoreCom Consulting
Salary: £30000 - £40000 per annum + Helathcare, Pension
Posted: 5 days ago
Web Developer - Greenfield Software
Harrogate, North Yorkshire
The People Network
Salary: £30000 - £65000 per annum, Benefits Pension, medical, bonus
Posted: 5 days ago
Systems Engineer - York, North Yorkshire
York, North Yorkshire
Candour Solutions
Salary: From £30,000 to £35,000 per annum Excellent + Bens
Posted: 5 days ago
Monitoring Engineer
York, North Yorkshire
Anaplan Ltd
Salary: Bonus, Equity, Pension, 30days holiday, Flexi working, and many more
Posted: 10 days ago
DevOps Engineer (DevOps, Java, Ruby)
York
Piksel
Salary: £45k-£50k
Posted: 24 days ago
Database Developer (PostgreSQL /GIS)
North Yorkshire
CPS Group Limited
Posted: 18 days ago
Data Scientist
York, North Yorkshire
Anaplan Ltd
Salary: Bonus, Equity, Pension, 30 days holiday, Flexi-working and many more
Posted: 10 days ago