Period
to 23 October 2017

The following table provides summary statistics for permanent job vacancies advertised in Derbyshire 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 23 October 2017 with a comparison to the same period in the previous 2 years.

Python
East Midlands > Derbyshire
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 59 57 101
Rank change year-on-year -2 +44 -44
Permanent jobs citing Python 17 21 5
As % of all permanent IT jobs advertised in Derbyshire 2.46% 2.83% 0.42%
As % of the Programming Languages category 5.45% 5.05% 0.84%
Number of salaries quoted 17 28 9
Derbyshire median annual salary £42,500 £40,000 £70,000
Median salary % change year-on-year +6.25% -42.86% +75.00%
10th Percentile £30,000 £33,750 £30,000
90th Percentile £61,250 £49,350 £72,500
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 Derbyshire with a requirement for coding skills.

All Programming Languages
Derbyshire
Permanent vacancies with a requirement for coding skills 312 416 598
As % of all permanent IT jobs advertised in Derbyshire 45.22% 56.14% 49.83%
Number of salaries quoted 262 344 515
Derbyshire median annual salary £38,500 £37,500 £37,500
Median salary % change year-on-year +2.67% - -
10th Percentile £25,575 £22,879 £22,500
90th Percentile £57,500 £53,750 £50,000
East Midlands median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

Python
Job Vacancy Trend in Derbyshire

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

Job vacancy trend for Python in Derbyshire

Python
Salary Trend in Derbyshire

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

Salary trend for Python in Derbyshire

Python
Salary Histogram in Derbyshire

The salary distribution of IT jobs citing Python in Derbyshire over the 6 months to 23 October 2017.

Salary histogram for Python in Derbyshire

Python
Job Locations in Derbyshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Derbyshire region over the 6 months to 23 October 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
Derby +6 17 £42,500 +6.25% 2
Python
East Midlands

For the 6 months to 23 October 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 Derbyshire region with a requirement for Python.

1 16 (94.12%) Java
1 16 (94.12%) SQL
2 10 (58.82%) C#
2 10 (58.82%) Degree
2 10 (58.82%) Computer Science
2 10 (58.82%) R
2 10 (58.82%) Big Data
2 10 (58.82%) Apache Spark
3 9 (52.94%) Agile Software Development
4 8 (47.06%) C
5 7 (41.18%) Machine Learning
5 7 (41.18%) Algorithms
5 7 (41.18%) Analytics
5 7 (41.18%) Data Visualisation
5 7 (41.18%) Visualisation
5 7 (41.18%) Predictive Analytics
5 7 (41.18%) Mathematics
5 7 (41.18%) Physics
5 7 (41.18%) C++
5 7 (41.18%) Apache
5 7 (41.18%) MATLAB
5 7 (41.18%) Numerate Degree
6 6 (35.29%) Travis CI
6 6 (35.29%) AngularJS
6 6 (35.29%) Apache Camel
6 6 (35.29%) Adobe
6 6 (35.29%) HP
6 6 (35.29%) TeamSite
6 6 (35.29%) HTML
6 6 (35.29%) JavaScript

Python
Co-occurring IT Skills in Derbyshire 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 (58.82%) Apache Spark
2 7 (41.18%) Apache
3 6 (35.29%) Adobe Experience Manager
3 6 (35.29%) Alfresco
3 6 (35.29%) CMS
3 6 (35.29%) Liferay
Cloud Services
1 3 (17.65%) GitHub
Communications & Networking
1 1 (5.88%) Ethernet
1 1 (5.88%) Modbus
1 1 (5.88%) RS-485
Database & Business Intelligence
1 10 (58.82%) Big Data
2 6 (35.29%) NoSQL
Development Applications
1 6 (35.29%) Atlassian Bamboo
1 6 (35.29%) Jenkins
1 6 (35.29%) Travis CI
General
1 1 (5.88%) Manufacturing
Job Titles
1 7 (41.18%) Data Scientist
2 6 (35.29%) Developer
3 3 (17.65%) Angular Developer
3 3 (17.65%) Consultant
3 3 (17.65%) Graduate
3 3 (17.65%) Graduate Developer
3 3 (17.65%) HTML Developer
3 3 (17.65%) Java Consultant
3 3 (17.65%) Java Developer
3 3 (17.65%) JavaScript Developer
3 3 (17.65%) Junior
3 3 (17.65%) Junior Developer
3 3 (17.65%) Technical Consultant
4 1 (5.88%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 6 (35.29%) AngularJS
1 6 (35.29%) Apache Camel
1 6 (35.29%) HTML
1 6 (35.29%) HTML5
1 6 (35.29%) J2EE
1 6 (35.29%) Kafka
1 6 (35.29%) Node.js
1 6 (35.29%) RESTful
1 6 (35.29%) Web Services
1 6 (35.29%) WebCenter
Miscellaneous
1 10 (58.82%) Computer Science
2 7 (41.18%) Algorithms
3 1 (5.88%) Embedded Systems
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 9 (52.94%) Agile Software Development
2 7 (41.18%) Analytics
2 7 (41.18%) Data Visualisation
2 7 (41.18%) Machine Learning
2 7 (41.18%) Mathematics
2 7 (41.18%) Physics
2 7 (41.18%) Predictive Analytics
2 7 (41.18%) Visualisation
3 6 (35.29%) Continuous Integration
4 4 (23.53%) Software Engineering
5 3 (17.65%) Data Analytics
5 3 (17.65%) Open Source
5 3 (17.65%) Presales
5 3 (17.65%) Scrum
6 1 (5.88%) Continuous Improvement
6 1 (5.88%) Low Latency
6 1 (5.88%) Test Strategy
6 1 (5.88%) Validation
Programming Languages
1 16 (94.12%) Java
1 16 (94.12%) SQL
2 10 (58.82%) C#
2 10 (58.82%) R
3 8 (47.06%) C
4 7 (41.18%) C++
4 7 (41.18%) MATLAB
5 6 (35.29%) JavaScript
6 3 (17.65%) Scala
7 1 (5.88%) Ada
7 1 (5.88%) Go
7 1 (5.88%) Shell Script
Qualifications
1 10 (58.82%) Degree
2 7 (41.18%) Numerate Degree
3 3 (17.65%) Computer Science Degree
3 3 (17.65%) Master's Degree
Quality Assurance & Compliance
1 1 (5.88%) QA
System Software
1 1 (5.88%) Firmware
Systems Management
1 6 (35.29%) TeamSite
Vendors
1 6 (35.29%) Adobe
1 6 (35.29%) HP
1 6 (35.29%) OpenText
1 6 (35.29%) Oracle