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

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Python
East Midlands / Derbyshire
Rank 23 51 54
Rank change year-on-year +28 +3  
Permanent jobs citing Python 31 10 2
As % of all permanent IT jobs advertised in Derbyshire 7.19% 2.03% 0.48%
As % of the Programming Languages category 14.16% 4.48% 1.03%
Number of salaries quoted 18 10 2
Median salary £42,500 £33,250 £42,500
Median salary % change year-on-year +27.81% -21.76%  
90% offered a salary of more than £33,500 £24,000 £40,500
10% offered a salary of more than £60,000 £65,000 £44,500
UK excluding London median salary £45,000 £45,000 £45,000

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 219 223 195
As % of all permanent IT job vacancies advertised in Derbyshire 50.81% 45.33% 46.43%
Number of salaries quoted 168 193 177
Median salary £40,000 £34,000 £40,000
Median salary % change year-on-year +17.64% -15.00%  
90% offered a salary of more than £27,500 £24,000 £25,000
10% offered a salary of more than £50,000 £42,500 £45,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

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
Salary Histogram in Derbyshire

The salary distribution of IT jobs citing Python in Derbyshire over the 3 months to 24 March 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 3 months to 24 March 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 +27 31 £42,500 +77.08% 1
Python
East Midlands

Python
Top 30 Related IT Skills in Derbyshire

For the 6 months to 24 March 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 (68.00%) C#
2 25 (50.00%) Linux
3 23 (46.00%) Java
4 21 (42.00%) C++
5 19 (38.00%) C
6 18 (36.00%) Computer Science
6 18 (36.00%) Big Data
7 16 (32.00%) Apache Spark
7 16 (32.00%) Ruby
7 16 (32.00%) Bash Shell
7 16 (32.00%) Perl
7 16 (32.00%) Microsoft
8 15 (30.00%) Multithreading
8 15 (30.00%) Android
9 14 (28.00%) Security Cleared
9 14 (28.00%) TCP/IP
9 14 (28.00%) Apache
9 14 (28.00%) LAMP
10 13 (26.00%) Windows
10 13 (26.00%) MS Excel
10 13 (26.00%) SQL
11 12 (24.00%) Embedded C
11 12 (24.00%) Embedded C++
11 12 (24.00%) IPv6
11 12 (24.00%) Software Engineering
11 12 (24.00%) JTAG
11 12 (24.00%) SC Cleared
11 12 (24.00%) Network Security
11 12 (24.00%) Groovy
11 12 (24.00%) Mac OS

Python
Top Related 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 16 (32.00%) Apache Spark
2 14 (28.00%) Apache
3 10 (20.00%) WordPress
4 4 (8.00%) IIS
4 4 (8.00%) nginx
Applications
1 13 (26.00%) MS Excel
2 9 (18.00%) Photoshop
3 2 (4.00%) Mathcad
3 2 (4.00%) Simulink
Cloud Services
1 6 (12.00%) Amazon AWS
1 6 (12.00%) Google Cloud Platform
2 5 (10.00%) MailChimp
2 5 (10.00%) Microsoft Azure
3 4 (8.00%) AWS CloudFormation
4 3 (6.00%) Google Analytics
5 1 (2.00%) GitHub
5 1 (2.00%) IaaS
5 1 (2.00%) PaaS
5 1 (2.00%) SaaS
Communications & Networking
1 14 (28.00%) TCP/IP
2 12 (24.00%) IPv6
2 12 (24.00%) Network Security
3 10 (20.00%) Internet
4 4 (8.00%) DNS
4 4 (8.00%) Firewall
4 4 (8.00%) FTP
4 4 (8.00%) HTTP
4 4 (8.00%) HTTPS
4 4 (8.00%) SSH
5 1 (2.00%) Intranet
Database & Business Intelligence
1 18 (36.00%) Big Data
2 8 (16.00%) MongoDB
3 6 (12.00%) MySQL
4 5 (10.00%) Relational Database
5 4 (8.00%) RDBMS
6 1 (2.00%) Apache Cassandra
6 1 (2.00%) Data Lake
6 1 (2.00%) Data Mining
6 1 (2.00%) Hadoop
6 1 (2.00%) HDInsight
6 1 (2.00%) InfluxDB
6 1 (2.00%) NoSQL
6 1 (2.00%) OpenTSDB
6 1 (2.00%) Power BI
6 1 (2.00%) SQL Server Integration Services
Development Applications
1 3 (6.00%) Cucumber
1 3 (6.00%) Selenium
1 3 (6.00%) WebDriver
2 1 (2.00%) Talend Open Studio
General
1 7 (14.00%) French Language
1 7 (14.00%) German Language
2 6 (12.00%) Marketing
3 4 (8.00%) Retail
4 2 (4.00%) Aerospace
Job Titles
1 14 (28.00%) Developer
2 12 (24.00%) Embedded Engineer
2 12 (24.00%) Embedded Software Engineer
2 12 (24.00%) Software Engineer
3 10 (20.00%) C Software Engineer
3 10 (20.00%) C/C++ Embedded Software Engineer
3 10 (20.00%) C/C++ Software Engineer
3 10 (20.00%) C++ Software Engineer
3 10 (20.00%) Embedded C Engineer
3 10 (20.00%) Embedded C Software Engineer
3 10 (20.00%) Embedded C/C++ Engineer
3 10 (20.00%) Embedded C/C++ Software Engineer
3 10 (20.00%) Embedded C++ Engineer
3 10 (20.00%) Embedded C++ Software Engineer
4 8 (16.00%) Data Scientist
4 8 (16.00%) JavaScript Developer
5 7 (14.00%) Data Engineer
5 7 (14.00%) HTML CSS Developer
5 7 (14.00%) HTML Developer
6 6 (12.00%) Web Developer
Libraries, Frameworks & Software Standards
1 14 (28.00%) LAMP
2 11 (22.00%) .NET
3 10 (20.00%) CSS
3 10 (20.00%) HTML
4 8 (16.00%) Twitter Bootstrap
5 7 (14.00%) jQuery
6 5 (10.00%) RabbitMQ
6 5 (10.00%) XHTML
7 4 (8.00%) LEMP Stack
8 3 (6.00%) JSON
8 3 (6.00%) Web Services
8 3 (6.00%) XML
9 2 (4.00%) CSS3
10 1 (2.00%) ASP.NET
10 1 (2.00%) ASP.NET MVC
Miscellaneous
1 18 (36.00%) Computer Science
2 9 (18.00%) User Experience
3 7 (14.00%) Algorithms
4 4 (8.00%) Hybrid Cloud
4 4 (8.00%) Public Cloud
5 3 (6.00%) Enterprise Software
6 2 (4.00%) Augmented Reality
7 1 (2.00%) Mobile App
Operating Systems
1 25 (50.00%) Linux
2 15 (30.00%) Android
3 13 (26.00%) Windows
4 12 (24.00%) Mac OS
5 4 (8.00%) Unix
Processes & Methodologies
1 15 (30.00%) Multithreading
2 12 (24.00%) Analytics
2 12 (24.00%) Customer Requirements
2 12 (24.00%) Software Engineering
3 11 (22.00%) Agile Software Development
4 10 (20.00%) Cryptography
4 10 (20.00%) Cybersecurity
4 10 (20.00%) Mathematics
4 10 (20.00%) Multithreaded Programming
5 9 (18.00%) Physics
6 7 (14.00%) Data Visualisation
6 7 (14.00%) Machine Learning
6 7 (14.00%) Predictive Analytics
6 7 (14.00%) Visualisation
7 6 (12.00%) Web Development
8 5 (10.00%) Front End Development
8 5 (10.00%) SEO
9 4 (8.00%) Configuration Management
9 4 (8.00%) DevOps
9 4 (8.00%) Load Balancing
Programming Languages
1 34 (68.00%) C#
2 23 (46.00%) Java
3 21 (42.00%) C++
4 19 (38.00%) C
5 16 (32.00%) Bash Shell
5 16 (32.00%) Perl
5 16 (32.00%) Ruby
6 13 (26.00%) SQL
7 12 (24.00%) Embedded C
7 12 (24.00%) Embedded C++
7 12 (24.00%) Groovy
7 12 (24.00%) R
8 10 (20.00%) JavaScript
9 9 (18.00%) MATLAB
10 8 (16.00%) Scala
11 7 (14.00%) PHP
12 5 (10.00%) PowerShell
Qualifications
1 14 (28.00%) Security Cleared
2 12 (24.00%) SC Cleared
3 11 (22.00%) Degree
4 10 (20.00%) DV Cleared
Quality Assurance & Compliance
1 12 (24.00%) JTAG
2 10 (20.00%) MISRA
3 6 (12.00%) GCP
4 1 (2.00%) Data Quality
System Software
1 4 (8.00%) iptables
Systems Management
1 4 (8.00%) CFEngine
1 4 (8.00%) HAProxy
1 4 (8.00%) Opscode Chef
1 4 (8.00%) Puppet
Vendors
1 16 (32.00%) Microsoft
2 3 (6.00%) Google
3 1 (2.00%) MuleSoft
3 1 (2.00%) Tableau
3 1 (2.00%) Talend