The following table provides summary statistics for permanent job vacancies advertised in Derby 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Python
Derbyshire / Derby
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 16 41 42
Rank change year-on-year +25 +1  
Permanent jobs citing Python 32 9 1
As % of all permanent IT jobs advertised in Derby 11.39% 2.52% 0.46%
As % of the Programming Languages category 20.65% 5.03% 0.76%
Number of salaries quoted 19 9 1
Median salary £42,500 £24,000 £40,000
Median salary % change year-on-year +77.08% -40.00%  
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 Derby with a requirement for programming language skills.

Programming Language Skills
Derby
Permanent job vacancies with a requirement for programming language skills 155 179 132
As % of all permanent IT job vacancies advertised in Derby 55.16% 50.14% 61.11%
Number of salaries quoted 108 157 121
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 £27,500 £24,000 £26,500
10% offered a salary of more than £50,000 £40,000 £42,500
UK excluding London median salary £41,000 £41,000 £40,000
% change year-on-year - +2.50%  

Python
Job Vacancy Trend in Derby

The job posting trend of jobs advertised in Derby 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 Derby

Python
Salary Trend in Derby

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

Salary trend for Python in Derby

Python
Salary Histogram in Derby

The salary distribution of IT jobs citing Python in Derby over the 3 months to 29 March 2017.

Salary histogram for Python in Derby

For the 6 months to 29 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 Derby region with a requirement for Python.

1 35 (68.63%) C#
2 25 (49.02%) Java
3 24 (47.06%) Linux
4 22 (43.14%) C++
5 20 (39.22%) C
5 20 (39.22%) Computer Science
5 20 (39.22%) Big Data
6 18 (35.29%) Apache Spark
7 16 (31.37%) Ruby
7 16 (31.37%) Bash Shell
7 16 (31.37%) Perl
7 16 (31.37%) Microsoft
8 15 (29.41%) SQL
8 15 (29.41%) Android
8 15 (29.41%) Multithreading
9 14 (27.45%) Security Cleared
9 14 (27.45%) TCP/IP
9 14 (27.45%) Apache
9 14 (27.45%) R
10 13 (25.49%) Analytics
10 13 (25.49%) LAMP
10 13 (25.49%) Windows
10 13 (25.49%) MS Excel
10 13 (25.49%) Degree
11 12 (23.53%) Network Security
11 12 (23.53%) Groovy
11 12 (23.53%) JTAG
11 12 (23.53%) SC Cleared
11 12 (23.53%) Mac OS
11 12 (23.53%) Embedded C

Python
Co-occurring IT Skills in Derby 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 18 (35.29%) Apache Spark
2 14 (27.45%) Apache
3 9 (17.65%) WordPress
4 4 (7.84%) IIS
4 4 (7.84%) nginx
Applications
1 13 (25.49%) MS Excel
2 8 (15.69%) Photoshop
3 2 (3.92%) Mathcad
3 2 (3.92%) Simulink
Cloud Services
1 6 (11.76%) Amazon AWS
1 6 (11.76%) Google Cloud Platform
2 5 (9.80%) Microsoft Azure
3 4 (7.84%) AWS CloudFormation
3 4 (7.84%) MailChimp
4 3 (5.88%) Google Analytics
5 2 (3.92%) GitHub
6 1 (1.96%) IaaS
6 1 (1.96%) PaaS
6 1 (1.96%) SaaS
Communications & Networking
1 14 (27.45%) TCP/IP
2 12 (23.53%) IPv6
2 12 (23.53%) Network Security
3 9 (17.65%) Internet
4 4 (7.84%) DNS
4 4 (7.84%) Firewall
4 4 (7.84%) FTP
4 4 (7.84%) HTTP
4 4 (7.84%) HTTPS
4 4 (7.84%) SSH
5 1 (1.96%) Intranet
Database & Business Intelligence
1 20 (39.22%) Big Data
2 7 (13.73%) MongoDB
3 5 (9.80%) MySQL
3 5 (9.80%) Relational Database
4 4 (7.84%) RDBMS
5 1 (1.96%) Apache Cassandra
5 1 (1.96%) Data Lake
5 1 (1.96%) Data Mining
5 1 (1.96%) Hadoop
5 1 (1.96%) HDInsight
5 1 (1.96%) InfluxDB
5 1 (1.96%) NoSQL
5 1 (1.96%) OpenTSDB
5 1 (1.96%) Power BI
5 1 (1.96%) SQL Server Integration Services
Development Applications
1 3 (5.88%) Cucumber
1 3 (5.88%) Selenium
1 3 (5.88%) WebDriver
2 1 (1.96%) Talend Open Studio
General
1 6 (11.76%) French Language
1 6 (11.76%) German Language
2 5 (9.80%) Marketing
3 4 (7.84%) Retail
4 2 (3.92%) Aerospace
Job Titles
1 14 (27.45%) Developer
2 12 (23.53%) Embedded Engineer
2 12 (23.53%) Embedded Software Engineer
2 12 (23.53%) Software Engineer
3 10 (19.61%) C Software Engineer
3 10 (19.61%) C/C++ Embedded Software Engineer
3 10 (19.61%) C/C++ Software Engineer
3 10 (19.61%) C++ Software Engineer
3 10 (19.61%) Embedded C Engineer
3 10 (19.61%) Embedded C Software Engineer
3 10 (19.61%) Embedded C/C++ Engineer
3 10 (19.61%) Embedded C/C++ Software Engineer
3 10 (19.61%) Embedded C++ Engineer
3 10 (19.61%) Embedded C++ Software Engineer
4 9 (17.65%) Data Scientist
5 8 (15.69%) JavaScript Developer
6 7 (13.73%) Data Engineer
7 6 (11.76%) HTML CSS Developer
7 6 (11.76%) HTML Developer
8 5 (9.80%) Web Developer
Libraries, Frameworks & Software Standards
1 13 (25.49%) LAMP
2 10 (19.61%) .NET
3 9 (17.65%) CSS
3 9 (17.65%) HTML
4 7 (13.73%) Twitter Bootstrap
5 6 (11.76%) jQuery
6 4 (7.84%) LEMP Stack
6 4 (7.84%) RabbitMQ
6 4 (7.84%) XHTML
7 3 (5.88%) JSON
7 3 (5.88%) Web Services
7 3 (5.88%) XML
8 2 (3.92%) CSS3
9 1 (1.96%) ASP.NET
9 1 (1.96%) ASP.NET MVC
Miscellaneous
1 20 (39.22%) Computer Science
2 9 (17.65%) User Experience
3 8 (15.69%) Algorithms
4 4 (7.84%) Hybrid Cloud
4 4 (7.84%) Public Cloud
5 3 (5.88%) Enterprise Software
6 2 (3.92%) Augmented Reality
7 1 (1.96%) Mobile App
Operating Systems
1 24 (47.06%) Linux
2 15 (29.41%) Android
3 13 (25.49%) Windows
4 12 (23.53%) Mac OS
5 4 (7.84%) Unix
Processes & Methodologies
1 15 (29.41%) Multithreading
2 13 (25.49%) Analytics
3 12 (23.53%) Agile Software Development
3 12 (23.53%) Customer Requirements
3 12 (23.53%) Software Engineering
4 11 (21.57%) Mathematics
5 10 (19.61%) Cryptography
5 10 (19.61%) Cybersecurity
5 10 (19.61%) Multithreaded Programming
5 10 (19.61%) Physics
6 8 (15.69%) Data Visualisation
6 8 (15.69%) Machine Learning
6 8 (15.69%) Predictive Analytics
6 8 (15.69%) Visualisation
7 5 (9.80%) Front End Development
7 5 (9.80%) SEO
7 5 (9.80%) Web Development
8 4 (7.84%) Configuration Management
8 4 (7.84%) DevOps
8 4 (7.84%) Load Balancing
Programming Languages
1 35 (68.63%) C#
2 25 (49.02%) Java
3 22 (43.14%) C++
4 20 (39.22%) C
5 16 (31.37%) Bash Shell
5 16 (31.37%) Perl
5 16 (31.37%) Ruby
6 15 (29.41%) SQL
7 14 (27.45%) R
8 12 (23.53%) Embedded C
8 12 (23.53%) Embedded C++
8 12 (23.53%) Groovy
9 10 (19.61%) MATLAB
10 9 (17.65%) JavaScript
10 9 (17.65%) Scala
11 6 (11.76%) PHP
12 5 (9.80%) PowerShell
Qualifications
1 14 (27.45%) Security Cleared
2 13 (25.49%) Degree
3 12 (23.53%) SC Cleared
4 10 (19.61%) DV Cleared
Quality Assurance & Compliance
1 12 (23.53%) JTAG
2 10 (19.61%) MISRA
3 6 (11.76%) GCP
4 1 (1.96%) Data Quality
System Software
1 4 (7.84%) iptables
Systems Management
1 4 (7.84%) CFEngine
1 4 (7.84%) HAProxy
1 4 (7.84%) Opscode Chef
1 4 (7.84%) Puppet
Vendors
1 16 (31.37%) Microsoft
2 3 (5.88%) Google
3 1 (1.96%) MuleSoft
3 1 (1.96%) Tableau
3 1 (1.96%) Talend