Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Norfolk 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Python
East of England > Norfolk
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 34 61 41
Rank change year-on-year +27 -20 +20
Permanent jobs citing Python 23 10 13
As % of all permanent IT jobs advertised in Norfolk 5.49% 1.75% 3.17%
As % of the Programming Languages category 8.95% 2.99% 5.53%
Number of salaries quoted 20 10 12
Norfolk median annual salary £40,000 £40,000 £40,000
10th Percentile £28,556 £31,500 £27,875
90th Percentile £64,000 £48,413 £60,323
East of England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

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 Norfolk with a requirement for coding skills.

All Programming Languages
Norfolk
Permanent vacancies with a requirement for coding skills 257 335 235
As % of all permanent IT jobs advertised in Norfolk 61.34% 58.46% 57.32%
Number of salaries quoted 204 292 202
Norfolk median annual salary £37,500 £37,500 £32,500
Median salary % change year-on-year - +15.38% -7.14%
10th Percentile £26,250 £27,500 £21,250
90th Percentile £56,250 £54,250 £45,000
East of England median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

Python
Job Vacancy Trend in Norfolk

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

Job vacancy trend for Python in Norfolk

Python
Salary Trend in Norfolk

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

Salary trend for Python in Norfolk

Python
Salary Histogram in Norfolk

The salary distribution of IT jobs citing Python in Norfolk over the 6 months to 16 January 2018.

Salary histogram for Python in Norfolk

Python
Job Locations in Norfolk

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Norfolk region over the 6 months to 16 January 2018. 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
Norwich +35 21 £40,000 +6.67% 5
Great Yarmouth - 2 £75,000 -
Python
East of England

For the 6 months to 16 January 2018, 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 Norfolk region with a requirement for Python.

1 11 (47.83%) Perl
2 10 (43.48%) Linux
3 8 (34.78%) Unix
3 8 (34.78%) Analytics
4 7 (30.43%) Bash Shell
4 7 (30.43%) Windows
4 7 (30.43%) Active Directory
4 7 (30.43%) Agile Software Development
5 6 (26.09%) CEH
5 6 (26.09%) Management Information System
5 6 (26.09%) CISA
5 6 (26.09%) CISM
5 6 (26.09%) Legal
5 6 (26.09%) CISSP
5 6 (26.09%) PhD
5 6 (26.09%) SQL
5 6 (26.09%) Java
5 6 (26.09%) PowerShell
5 6 (26.09%) Data Analytics
5 6 (26.09%) Cybersecurity
6 5 (21.74%) Apache Spark
6 5 (21.74%) Scala
6 5 (21.74%) Web Development
6 5 (21.74%) Machine Learning
6 5 (21.74%) JavaScript
6 5 (21.74%) HTML
6 5 (21.74%) CSS
6 5 (21.74%) SMS
7 4 (17.39%) Microsoft
7 4 (17.39%) Service Delivery

Python
Co-occurring IT Skills in Norfolk 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 5 (21.74%) Apache Spark
2 2 (8.70%) Apache
2 2 (8.70%) Tomcat
3 1 (4.35%) Apache Solr
3 1 (4.35%) CMS
3 1 (4.35%) IIS
3 1 (4.35%) MS Exchange
Applications
1 1 (4.35%) Microsoft Office
Cloud Services
1 4 (17.39%) SaaS
2 3 (13.04%) Microsoft Azure
3 2 (8.70%) Amazon AWS
4 1 (4.35%) Amazon EC2
4 1 (4.35%) AWS Elastic Beanstalk
4 1 (4.35%) Office 365
4 1 (4.35%) Route 53
4 1 (4.35%) Virtual Private Cloud
Communications & Networking
1 5 (21.74%) SMS
2 1 (4.35%) DHCP
2 1 (4.35%) DNS
2 1 (4.35%) Firewall
2 1 (4.35%) PBX
Database & Business Intelligence
1 3 (13.04%) MySQL
2 2 (8.70%) Oracle Database
3 1 (4.35%) Apache Cassandra
3 1 (4.35%) Big Data
3 1 (4.35%) Hadoop
3 1 (4.35%) Power BI
3 1 (4.35%) SQL Server
Development Applications
1 1 (4.35%) Eclipse
1 1 (4.35%) Git (software)
General
1 6 (26.09%) Legal
2 1 (4.35%) Finance
Job Titles
1 7 (30.43%) Data Scientist
2 4 (17.39%) Analyst
3 3 (13.04%) Azure DevOps
3 3 (13.04%) Azure DevOps Engineer
3 3 (13.04%) Azure Engineer
3 3 (13.04%) Developer
3 3 (13.04%) DevOps Engineer
4 2 (8.70%) Development Manager
4 2 (8.70%) Senior Data Scientist
4 2 (8.70%) Web Developer
4 2 (8.70%) Web Development Manager
4 2 (8.70%) Web Manager
5 1 (4.35%) Administrator
5 1 (4.35%) Data Analyst
5 1 (4.35%) Full Stack Developer
5 1 (4.35%) Full Stack Web Developer
5 1 (4.35%) Software Developer
5 1 (4.35%) Systems Administrator
5 1 (4.35%) Technical Analyst
Libraries, Frameworks & Software Standards
1 5 (21.74%) CSS
1 5 (21.74%) HTML
2 4 (17.39%) MLlib
2 4 (17.39%) Natural Language Processing
3 3 (13.04%) .NET
3 3 (13.04%) jQuery
4 2 (8.70%) Android SDK
4 2 (8.70%) CSS3
4 2 (8.70%) HTML5
4 2 (8.70%) iOS SDK
4 2 (8.70%) Sass
5 1 (4.35%) AngularJS
5 1 (4.35%) Django
5 1 (4.35%) Kafka
5 1 (4.35%) Laravel
5 1 (4.35%) React
5 1 (4.35%) Spring
5 1 (4.35%) Spring MVC
5 1 (4.35%) Web Services
Miscellaneous
1 6 (26.09%) Management Information System
2 4 (17.39%) Algorithms
2 4 (17.39%) Computer Science
2 4 (17.39%) Cyberthreat
3 3 (13.04%) Public Cloud
Operating Systems
1 10 (43.48%) Linux
2 8 (34.78%) Unix
3 7 (30.43%) Windows
4 2 (8.70%) Android
4 2 (8.70%) Apple iOS
5 1 (4.35%) CentOS
5 1 (4.35%) Debian
5 1 (4.35%) Ubuntu
5 1 (4.35%) Windows Server
Processes & Methodologies
1 8 (34.78%) Analytics
2 7 (30.43%) Agile Software Development
3 6 (26.09%) Cybersecurity
3 6 (26.09%) Data Analytics
4 5 (21.74%) Machine Learning
4 5 (21.74%) Web Development
5 4 (17.39%) Anomaly Detection
5 4 (17.39%) Decision Tree
5 4 (17.39%) DevOps
5 4 (17.39%) Information Security
5 4 (17.39%) Logistic Regression
5 4 (17.39%) Privileged Access Management
5 4 (17.39%) Random Forest
5 4 (17.39%) Security Monitoring
5 4 (17.39%) Service Delivery
6 3 (13.04%) Mathematics
7 2 (8.70%) Predictive Modelling
7 2 (8.70%) Scrum
7 2 (8.70%) Supplier Management
7 2 (8.70%) Validation
Programming Languages
1 11 (47.83%) Perl
2 7 (30.43%) Bash Shell
3 6 (26.09%) Java
3 6 (26.09%) PowerShell
3 6 (26.09%) SQL
4 5 (21.74%) JavaScript
4 5 (21.74%) Scala
5 4 (17.39%) Jython
5 4 (17.39%) Shell Script
6 3 (13.04%) C#
6 3 (13.04%) PHP
6 3 (13.04%) R
7 1 (4.35%) C
7 1 (4.35%) C++
7 1 (4.35%) ES6
7 1 (4.35%) Objective-C
7 1 (4.35%) Ruby
Qualifications
1 6 (26.09%) CEH
1 6 (26.09%) CISA
1 6 (26.09%) CISM
1 6 (26.09%) CISSP
1 6 (26.09%) PhD
2 2 (8.70%) Degree
3 1 (4.35%) CCNA
3 1 (4.35%) Cisco Certification
System Software
1 7 (30.43%) Active Directory
2 4 (17.39%) Docker
3 1 (4.35%) HDFS
Systems Management
1 4 (17.39%) Ansible
1 4 (17.39%) Kubernetes
1 4 (17.39%) Opscode Chef
1 4 (17.39%) Puppet
2 3 (13.04%) Terraform
3 1 (4.35%) Hadoop YARN
3 1 (4.35%) Salt
Vendors
1 4 (17.39%) CyberArk
1 4 (17.39%) Microsoft
2 2 (8.70%) Cisco
2 2 (8.70%) Lumension
2 2 (8.70%) Oracle
2 2 (8.70%) Symantec
3 1 (4.35%) CheckPoint
3 1 (4.35%) Cloudera
3 1 (4.35%) NetApp
3 1 (4.35%) Veeam
3 1 (4.35%) VMware