Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Python
East of England > Norfolk
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 24 28 41
Rank change year-on-year +4 +13 +25
Permanent jobs citing Python 28 40 19
As % of all permanent IT jobs advertised in Norfolk 7.95% 8.73% 4.18%
As % of the Programming Languages category 12.44% 14.18% 7.39%
Number of salaries quoted 25 25 16
Norfolk median annual salary £35,000 £37,500 £49,950
Median salary % change year-on-year -6.67% -24.92% +80.00%
10th Percentile £26,250 £27,500 £29,375
90th Percentile £45,500 £62,500 £83,750
East of England median annual salary £52,500 £45,000 £45,000
% change year-on-year +16.67% - -

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 225 282 257
As % of all permanent IT jobs advertised in Norfolk 63.92% 61.57% 56.48%
Number of salaries quoted 184 208 210
Norfolk median annual salary £37,250 £35,000 £35,000
Median salary % change year-on-year +6.43% - -
10th Percentile £22,000 £25,000 £22,500
90th Percentile £52,500 £56,250 £54,475
East of England median annual salary £47,500 £45,000 £43,000
% change year-on-year +5.56% +4.65% +1.18%

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 20 July 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 20 July 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 +1 24 £35,000 -3.45% 4
Python
East of England

For the 6 months to 20 July 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Norfolk region with a requirement for Python.

1 14 (50.00%) SQL
2 13 (46.43%) C#
3 12 (42.86%) JavaScript
4 10 (35.71%) SDLC
5 9 (32.14%) MVC
5 9 (32.14%) .NET
5 9 (32.14%) CSS
6 8 (28.57%) ASP.NET
6 8 (28.57%) VB.NET
6 8 (28.57%) .NET Framework
6 8 (28.57%) jQuery
6 8 (28.57%) Amazon AWS
6 8 (28.57%) ASP.NET MVC
6 8 (28.57%) MongoDB
6 8 (28.57%) Entity Framework
6 8 (28.57%) Twitter Bootstrap
7 7 (25.00%) Web Services
8 6 (21.43%) XML
8 6 (21.43%) SOAP
8 6 (21.43%) Microsoft
8 6 (21.43%) Web Design
8 6 (21.43%) Agile Software Development
8 6 (21.43%) Subversion
8 6 (21.43%) REST
8 6 (21.43%) Front End Development
8 6 (21.43%) Secure Coding
9 5 (17.86%) Actionable Insight
9 5 (17.86%) R
9 5 (17.86%) Machine Learning
9 5 (17.86%) Linux

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 2 (7.14%) Apache Spark
2 1 (3.57%) IIS
Applications
1 5 (17.86%) Microsoft Office
Cloud Services
1 8 (28.57%) Amazon AWS
2 3 (10.71%) AWS CloudFormation
3 2 (7.14%) Microsoft Azure
3 2 (7.14%) Virtual Private Cloud
4 1 (3.57%) AWS Lambda
4 1 (3.57%) IaaS
4 1 (3.57%) SaaS
4 1 (3.57%) Serverless
Communications & Networking
1 3 (10.71%) Firewall
2 2 (7.14%) DNS
2 2 (7.14%) SSL
3 1 (3.57%) HTTP
3 1 (3.57%) TCP/IP
Database & Business Intelligence
1 8 (28.57%) MongoDB
2 3 (10.71%) Power BI
2 3 (10.71%) SQL Server
3 2 (7.14%) QlikView
Development Applications
1 6 (21.43%) Subversion
2 3 (10.71%) Jenkins
3 2 (7.14%) Git (software)
4 1 (3.57%) GitLab
4 1 (3.57%) Selenium
4 1 (3.57%) SonarQube
4 1 (3.57%) Vagrant
4 1 (3.57%) WebDriver
General
1 2 (7.14%) Finance
Job Titles
1 10 (35.71%) Developer
2 8 (28.57%) .NET Developer
3 7 (25.00%) Analyst
3 7 (25.00%) Data Analyst
4 6 (21.43%) Full Stack Developer
5 4 (14.29%) C# Developer
6 3 (10.71%) Architect
6 3 (10.71%) Cloud Architect
6 3 (10.71%) Cloud Engineer
6 3 (10.71%) Data Scientist
7 2 (7.14%) ASP.NET MVC Developer
7 2 (7.14%) C# .NET Developer
7 2 (7.14%) JavaScript Developer
7 2 (7.14%) Mid-Level .NET Developer
7 2 (7.14%) Mid-Level C# .NET Developer
7 2 (7.14%) Mid-Level C# Developer
7 2 (7.14%) Security Architect
7 2 (7.14%) Software Engineer
7 2 (7.14%) SQL Developer
8 1 (3.57%) QA Automation Tester
Libraries, Frameworks & Software Standards
1 9 (32.14%) .NET
1 9 (32.14%) CSS
2 8 (28.57%) .NET Framework
2 8 (28.57%) ASP.NET
2 8 (28.57%) ASP.NET MVC
2 8 (28.57%) Entity Framework
2 8 (28.57%) jQuery
2 8 (28.57%) Twitter Bootstrap
3 7 (25.00%) Web Services
4 6 (21.43%) REST
4 6 (21.43%) SOAP
4 6 (21.43%) XML
5 3 (10.71%) HTML
5 3 (10.71%) React
6 2 (7.14%) MLlib
6 2 (7.14%) Natural Language Processing
7 1 (3.57%) CSS3
7 1 (3.57%) HTML5
7 1 (3.57%) Ruby on Rails
7 1 (3.57%) SailPoint
Miscellaneous
1 3 (10.71%) Analytical Skills
2 2 (7.14%) Algorithms
2 2 (7.14%) Fintech
2 2 (7.14%) Hybrid Cloud
2 2 (7.14%) Linux Command Line
3 1 (3.57%) Distributed Denial-of-Service
3 1 (3.57%) Self-Motivation
Operating Systems
1 5 (17.86%) Linux
2 3 (10.71%) Windows
2 3 (10.71%) Windows Server
3 2 (7.14%) Red Hat Enterprise Linux
4 1 (3.57%) Android
4 1 (3.57%) Unix
4 1 (3.57%) Windows Server 2012
Processes & Methodologies
1 10 (35.71%) SDLC
2 9 (32.14%) MVC
3 6 (21.43%) Agile Software Development
3 6 (21.43%) Front End Development
3 6 (21.43%) Secure Coding
3 6 (21.43%) Web Design
4 5 (17.86%) Actionable Insight
4 5 (17.86%) Machine Learning
5 4 (14.29%) Data Analysis
5 4 (14.29%) Problem-Solving
6 3 (10.71%) Analytics
6 3 (10.71%) Business Intelligence
6 3 (10.71%) Data Analytics
6 3 (10.71%) Time Series Analysis
6 3 (10.71%) Vulnerability Management
7 2 (7.14%) Anomaly Detection
7 2 (7.14%) DevOps
7 2 (7.14%) Logistic Regression
7 2 (7.14%) Software Engineering
7 2 (7.14%) Web Development
Programming Languages
1 14 (50.00%) SQL
2 13 (46.43%) C#
3 12 (42.86%) JavaScript
4 8 (28.57%) VB.NET
5 5 (17.86%) Java
5 5 (17.86%) R
6 4 (14.29%) Ruby
7 3 (10.71%) Bash Shell
7 3 (10.71%) C
7 3 (10.71%) Perl
7 3 (10.71%) PowerShell
7 3 (10.71%) TypeScript
8 2 (7.14%) C++
8 2 (7.14%) Go
8 2 (7.14%) Scala
8 2 (7.14%) VBA
9 1 (3.57%) ES6
Qualifications
1 2 (7.14%) (ISC)2 CCSP
1 2 (7.14%) AWS Certification
1 2 (7.14%) CEH
1 2 (7.14%) CISA
1 2 (7.14%) CISM
1 2 (7.14%) CRISC
1 2 (7.14%) Degree
1 2 (7.14%) GIAC
1 2 (7.14%) PhD
Quality Assurance & Compliance
1 1 (3.57%) QA
System Software
1 4 (14.29%) Active Directory
2 2 (7.14%) Docker
2 2 (7.14%) Squid
Systems Management
1 4 (14.29%) Terraform
2 3 (10.71%) Puppet
3 1 (3.57%) Ansible
3 1 (3.57%) Kubernetes
3 1 (3.57%) Opscode Chef
3 1 (3.57%) Tivoli
Vendors
1 6 (21.43%) Microsoft
2 2 (7.14%) Red Hat
2 2 (7.14%) Tableau
3 1 (3.57%) CyberArk
3 1 (3.57%) Dell
3 1 (3.57%) IBM