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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Python
East Midlands / Derbyshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 27 51 -
Rank change year-on-year +24 -  
Permanent jobs citing Python 16 3 0
As % of all permanent IT jobs advertised in Derbyshire 4.49% 0.68% -
As % of the Programming Languages category 9.82% 1.24% -
Number of salaries quoted 16 3 0
Median salary £42,500 £65,000 -
Median salary % change year-on-year -34.61% -  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 Derbyshire with a requirement for programming language skills.

Programming Language Skills
Derbyshire
Permanent job vacancies with a requirement for programming language skills 163 241 284
As % of all permanent IT job vacancies advertised in Derbyshire 45.79% 54.28% 49.48%
Number of salaries quoted 147 209 244
Median salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.28% -12.50%  
90% offered a salary of more than £28,500 £25,000 £25,000
10% offered a salary of more than £47,500 £45,000 £48,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Derbyshire

The job posting trend of jobs advertised in Derbyshire citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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
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 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Derby +22 16 £42,500 -5.55% 2
Python
East Midlands

For the 6 months to 22 June 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 34 (70.83%) Java
2 33 (68.75%) C#
3 32 (66.67%) Big Data
4 30 (62.50%) Apache Spark
5 27 (56.25%) SQL
6 26 (54.17%) R
6 26 (54.17%) Degree
7 25 (52.08%) Computer Science
8 21 (43.75%) Analytics
8 21 (43.75%) C++
9 20 (41.67%) Apache
10 19 (39.58%) C
10 19 (39.58%) Mathematics
11 18 (37.50%) Physics
11 18 (37.50%) MATLAB
12 16 (33.33%) Machine Learning
12 16 (33.33%) Data Visualisation
12 16 (33.33%) Visualisation
12 16 (33.33%) Predictive Analytics
12 16 (33.33%) Algorithms
12 16 (33.33%) Numerate Degree
13 14 (29.17%) Linux
14 13 (27.08%) Agile Software Development
14 13 (27.08%) Scala
15 10 (20.83%) LAMP
16 7 (14.58%) Scrum
16 7 (14.58%) Ruby
16 7 (14.58%) .NET
16 7 (14.58%) Perl
16 7 (14.58%) Open Source

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 30 (62.50%) Apache Spark
2 20 (41.67%) Apache
3 6 (12.50%) WordPress
4 4 (8.33%) IIS
4 4 (8.33%) nginx
Applications
1 6 (12.50%) Photoshop
2 2 (4.17%) Mathcad
2 2 (4.17%) Simulink
Cloud Services
1 7 (14.58%) GitHub
2 6 (12.50%) Amazon AWS
2 6 (12.50%) Google Cloud Platform
3 4 (8.33%) AWS CloudFormation
4 3 (6.25%) Google Analytics
4 3 (6.25%) Microsoft Azure
5 2 (4.17%) Cortana Intelligence Suite
6 1 (2.08%) IaaS
6 1 (2.08%) MailChimp
6 1 (2.08%) PaaS
6 1 (2.08%) SaaS
Communications & Networking
1 6 (12.50%) Internet
1 6 (12.50%) TCP/IP
2 4 (8.33%) DNS
2 4 (8.33%) Firewall
2 4 (8.33%) FTP
2 4 (8.33%) HTTP
2 4 (8.33%) HTTPS
2 4 (8.33%) SSH
3 3 (6.25%) IPv6
3 3 (6.25%) Network Security
Database & Business Intelligence
1 32 (66.67%) Big Data
2 4 (8.33%) MongoDB
2 4 (8.33%) MySQL
2 4 (8.33%) RDBMS
2 4 (8.33%) Relational Database
3 1 (2.08%) Apache Cassandra
3 1 (2.08%) Data Lake
3 1 (2.08%) Hadoop
3 1 (2.08%) HDInsight
3 1 (2.08%) InfluxDB
3 1 (2.08%) NoSQL
3 1 (2.08%) OpenTSDB
3 1 (2.08%) Power BI
3 1 (2.08%) SQL Server Integration Services
Development Applications
1 1 (2.08%) Talend Open Studio
General
1 4 (8.33%) Retail
2 3 (6.25%) French Language
2 3 (6.25%) German Language
2 3 (6.25%) Marketing
3 2 (4.17%) Aerospace
Job Titles
1 17 (35.42%) Data Scientist
2 16 (33.33%) Developer
3 8 (16.67%) Junior
3 8 (16.67%) Junior Developer
4 7 (14.58%) Data Engineer
4 7 (14.58%) Graduate
4 7 (14.58%) Graduate Developer
5 6 (12.50%) JavaScript Developer
6 5 (10.42%) Web Developer
7 4 (8.33%) DevOps Engineer
8 3 (6.25%) Analytics Developer
8 3 (6.25%) Embedded Engineer
8 3 (6.25%) Embedded Software Engineer
8 3 (6.25%) Full Stack Developer
8 3 (6.25%) Full Stack Web Developer
8 3 (6.25%) HTML CSS Developer
8 3 (6.25%) HTML Developer
8 3 (6.25%) Python Developer
8 3 (6.25%) Software Engineer
8 3 (6.25%) WordPress Developer
Libraries, Frameworks & Software Standards
1 10 (20.83%) LAMP
2 7 (14.58%) .NET
3 6 (12.50%) CSS
3 6 (12.50%) HTML
4 4 (8.33%) LEMP Stack
4 4 (8.33%) Twitter Bootstrap
5 3 (6.25%) jQuery
5 3 (6.25%) JSON
5 3 (6.25%) Web Services
5 3 (6.25%) XML
6 2 (4.17%) CSS3
7 1 (2.08%) RabbitMQ
7 1 (2.08%) XHTML
Miscellaneous
1 25 (52.08%) Computer Science
2 16 (33.33%) Algorithms
3 6 (12.50%) User Experience
4 4 (8.33%) Hybrid Cloud
4 4 (8.33%) Public Cloud
5 2 (4.17%) Augmented Reality
6 1 (2.08%) Mobile App
Operating Systems
1 14 (29.17%) Linux
2 6 (12.50%) Android
3 4 (8.33%) Unix
4 3 (6.25%) Mac OS
4 3 (6.25%) Windows
Processes & Methodologies
1 21 (43.75%) Analytics
2 19 (39.58%) Mathematics
3 18 (37.50%) Physics
4 16 (33.33%) Data Visualisation
4 16 (33.33%) Machine Learning
4 16 (33.33%) Predictive Analytics
4 16 (33.33%) Visualisation
5 13 (27.08%) Agile Software Development
6 7 (14.58%) Open Source
6 7 (14.58%) Scrum
7 6 (12.50%) Multithreading
8 5 (10.42%) Web Development
9 4 (8.33%) Configuration Management
9 4 (8.33%) Continuous Integration
9 4 (8.33%) Customer Engagement
9 4 (8.33%) DevOps
9 4 (8.33%) Load Balancing
9 4 (8.33%) Release Management
10 3 (6.25%) Android Development
10 3 (6.25%) Front End Development
Programming Languages
1 34 (70.83%) Java
2 33 (68.75%) C#
3 27 (56.25%) SQL
4 26 (54.17%) R
5 21 (43.75%) C++
6 19 (39.58%) C
7 18 (37.50%) MATLAB
8 13 (27.08%) Scala
9 7 (14.58%) Bash Shell
9 7 (14.58%) Perl
9 7 (14.58%) Ruby
10 6 (12.50%) JavaScript
11 5 (10.42%) PowerShell
12 3 (6.25%) Embedded C
12 3 (6.25%) Embedded C++
12 3 (6.25%) Groovy
12 3 (6.25%) PHP
Qualifications
1 26 (54.17%) Degree
2 16 (33.33%) Numerate Degree
3 7 (14.58%) Computer Science Degree
4 5 (10.42%) Security Cleared
5 3 (6.25%) SC Cleared
6 2 (4.17%) DV Cleared
7 1 (2.08%) Master's Degree
Quality Assurance & Compliance
1 6 (12.50%) GCP
2 3 (6.25%) JTAG
3 2 (4.17%) MISRA
System Software
1 4 (8.33%) iptables
Systems Management
1 4 (8.33%) CFEngine
1 4 (8.33%) HAProxy
1 4 (8.33%) Opscode Chef
1 4 (8.33%) Puppet
Vendors
1 6 (12.50%) Microsoft
2 3 (6.25%) Google
3 1 (2.08%) MuleSoft
3 1 (2.08%) Tableau
3 1 (2.08%) Talend