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

Python
Derbyshire / Derby
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 20 44 -
Rank change year-on-year +24 -  
Permanent jobs citing Python 16 2 0
As % of all permanent IT jobs advertised in Derby 6.81% 0.70% -
As % of the Programming Languages category 13.22% 1.20% -
Number of salaries quoted 16 2 0
Median salary £42,500 £46,500 -
Median salary % change year-on-year -8.60% -  
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 Derby with a requirement for programming language skills.

Programming Language Skills
Derby
Permanent job vacancies with a requirement for programming language skills 121 167 198
As % of all permanent IT job vacancies advertised in Derby 51.49% 58.80% 64.08%
Number of salaries quoted 110 144 178
Median salary £42,500 £35,000 £37,500
Median salary % change year-on-year +21.42% -6.66%  
90% offered a salary of more than £30,000 £25,000 £23,000
10% offered a salary of more than £47,500 £42,500 £47,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in 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

For the 6 months to 26 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 Derby region with a requirement for Python.

1 34 (72.34%) Java
2 32 (68.09%) C#
2 32 (68.09%) Big Data
3 30 (63.83%) Apache Spark
4 27 (57.45%) SQL
5 26 (55.32%) R
5 26 (55.32%) Degree
6 25 (53.19%) Computer Science
7 21 (44.68%) Analytics
8 20 (42.55%) C++
8 20 (42.55%) Apache
9 19 (40.43%) Mathematics
10 18 (38.30%) Physics
10 18 (38.30%) MATLAB
10 18 (38.30%) C
11 16 (34.04%) Machine Learning
11 16 (34.04%) Data Visualisation
11 16 (34.04%) Visualisation
11 16 (34.04%) Predictive Analytics
11 16 (34.04%) Algorithms
11 16 (34.04%) Numerate Degree
12 13 (27.66%) Agile Software Development
12 13 (27.66%) Linux
12 13 (27.66%) Scala
13 10 (21.28%) LAMP
14 7 (14.89%) Scrum
14 7 (14.89%) .NET
14 7 (14.89%) Open Source
14 7 (14.89%) GitHub
14 7 (14.89%) Computer Science Degree

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 30 (63.83%) Apache Spark
2 20 (42.55%) Apache
3 6 (12.77%) WordPress
4 4 (8.51%) IIS
4 4 (8.51%) nginx
Applications
1 6 (12.77%) Photoshop
2 2 (4.26%) Mathcad
2 2 (4.26%) Simulink
Cloud Services
1 7 (14.89%) GitHub
2 6 (12.77%) Amazon AWS
2 6 (12.77%) Google Cloud Platform
3 4 (8.51%) AWS CloudFormation
4 3 (6.38%) Google Analytics
4 3 (6.38%) Microsoft Azure
5 2 (4.26%) Cortana Intelligence Suite
6 1 (2.13%) IaaS
6 1 (2.13%) MailChimp
6 1 (2.13%) PaaS
6 1 (2.13%) SaaS
Communications & Networking
1 6 (12.77%) Internet
1 6 (12.77%) TCP/IP
2 4 (8.51%) DNS
2 4 (8.51%) Firewall
2 4 (8.51%) FTP
2 4 (8.51%) HTTP
2 4 (8.51%) HTTPS
2 4 (8.51%) SSH
3 2 (4.26%) IPv6
3 2 (4.26%) Network Security
Database & Business Intelligence
1 32 (68.09%) Big Data
2 4 (8.51%) MongoDB
2 4 (8.51%) MySQL
2 4 (8.51%) RDBMS
2 4 (8.51%) Relational Database
3 1 (2.13%) Apache Cassandra
3 1 (2.13%) Data Lake
3 1 (2.13%) Hadoop
3 1 (2.13%) HDInsight
3 1 (2.13%) InfluxDB
3 1 (2.13%) NoSQL
3 1 (2.13%) OpenTSDB
3 1 (2.13%) Power BI
3 1 (2.13%) SQL Server Integration Services
Development Applications
1 1 (2.13%) Talend Open Studio
General
1 4 (8.51%) Retail
2 3 (6.38%) French Language
2 3 (6.38%) German Language
2 3 (6.38%) Marketing
3 2 (4.26%) Aerospace
Job Titles
1 17 (36.17%) Data Scientist
2 16 (34.04%) Developer
3 8 (17.02%) Junior
3 8 (17.02%) Junior Developer
4 7 (14.89%) Data Engineer
4 7 (14.89%) Graduate
4 7 (14.89%) Graduate Developer
5 6 (12.77%) JavaScript Developer
6 5 (10.64%) Web Developer
7 4 (8.51%) DevOps Engineer
8 3 (6.38%) Analytics Developer
8 3 (6.38%) Android Developer
8 3 (6.38%) Full Stack Developer
8 3 (6.38%) Full Stack Web Developer
8 3 (6.38%) HTML CSS Developer
8 3 (6.38%) HTML Developer
8 3 (6.38%) LAMP Developer
8 3 (6.38%) Python Developer
8 3 (6.38%) Python Web Developer
8 3 (6.38%) WordPress Developer
Libraries, Frameworks & Software Standards
1 10 (21.28%) LAMP
2 7 (14.89%) .NET
3 6 (12.77%) CSS
3 6 (12.77%) HTML
4 4 (8.51%) LEMP Stack
4 4 (8.51%) Twitter Bootstrap
5 3 (6.38%) jQuery
5 3 (6.38%) JSON
5 3 (6.38%) Web Services
5 3 (6.38%) XML
6 2 (4.26%) CSS3
7 1 (2.13%) RabbitMQ
7 1 (2.13%) XHTML
Miscellaneous
1 25 (53.19%) Computer Science
2 16 (34.04%) Algorithms
3 6 (12.77%) User Experience
4 4 (8.51%) Hybrid Cloud
4 4 (8.51%) Public Cloud
5 2 (4.26%) Augmented Reality
6 1 (2.13%) Mobile App
Operating Systems
1 13 (27.66%) Linux
2 5 (10.64%) Android
3 4 (8.51%) Unix
4 2 (4.26%) Mac OS
4 2 (4.26%) Windows
Processes & Methodologies
1 21 (44.68%) Analytics
2 19 (40.43%) Mathematics
3 18 (38.30%) Physics
4 16 (34.04%) Data Visualisation
4 16 (34.04%) Machine Learning
4 16 (34.04%) Predictive Analytics
4 16 (34.04%) Visualisation
5 13 (27.66%) Agile Software Development
6 7 (14.89%) Open Source
6 7 (14.89%) Scrum
7 5 (10.64%) Multithreading
7 5 (10.64%) Web Development
8 4 (8.51%) Configuration Management
8 4 (8.51%) Continuous Integration
8 4 (8.51%) Customer Engagement
8 4 (8.51%) DevOps
8 4 (8.51%) Load Balancing
8 4 (8.51%) Release Management
9 3 (6.38%) Android Development
9 3 (6.38%) Front End Development
Programming Languages
1 34 (72.34%) Java
2 32 (68.09%) C#
3 27 (57.45%) SQL
4 26 (55.32%) R
5 20 (42.55%) C++
6 18 (38.30%) C
6 18 (38.30%) MATLAB
7 13 (27.66%) Scala
8 6 (12.77%) Bash Shell
8 6 (12.77%) JavaScript
8 6 (12.77%) Perl
8 6 (12.77%) Ruby
9 5 (10.64%) PowerShell
10 3 (6.38%) PHP
11 2 (4.26%) Embedded C
11 2 (4.26%) Embedded C++
11 2 (4.26%) Groovy
Qualifications
1 26 (55.32%) Degree
2 16 (34.04%) Numerate Degree
3 7 (14.89%) Computer Science Degree
4 4 (8.51%) Security Cleared
5 2 (4.26%) DV Cleared
5 2 (4.26%) SC Cleared
6 1 (2.13%) Master's Degree
Quality Assurance & Compliance
1 6 (12.77%) GCP
2 2 (4.26%) JTAG
2 2 (4.26%) MISRA
System Software
1 4 (8.51%) iptables
Systems Management
1 4 (8.51%) CFEngine
1 4 (8.51%) HAProxy
1 4 (8.51%) Opscode Chef
1 4 (8.51%) Puppet
Vendors
1 5 (10.64%) Microsoft
2 3 (6.38%) Google
3 1 (2.13%) MuleSoft
3 1 (2.13%) Tableau
3 1 (2.13%) Talend