Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Python
East of England > Norfolk
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 28 24 55
Rank change year-on-year -4 +31 -4
Permanent jobs citing Python 19 39 12
As % of all permanent IT jobs advertised in Norfolk 6.42% 10.21% 2.29%
As % of the Programming Languages category 10.73% 15.60% 3.99%
Number of salaries quoted 18 24 12
Norfolk median annual salary £36,250 £40,000 £75,000
Median salary % change year-on-year -9.38% -46.67% +87.50%
10th Percentile £27,825 £27,894 £33,125
90th Percentile £51,500 £58,750 £86,750
East of England median annual salary £52,500 £50,000 £45,500
% change year-on-year +5.00% +9.89% +1.11%

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 177 250 301
As % of all permanent IT jobs advertised in Norfolk 59.80% 65.45% 57.55%
Number of salaries quoted 140 166 250
Norfolk median annual salary £37,500 £35,750 £37,500
Median salary % change year-on-year +4.90% -4.67% +7.14%
10th Percentile £25,900 £25,000 £23,700
90th Percentile £55,000 £55,000 £56,250
East of England median annual salary £47,500 £45,000 £45,000
% 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 19 October 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 19 October 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 -9 17 £35,000 -12.50% 2
Python
East of England

For the 6 months to 19 October 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 11 (57.89%) SQL
2 8 (42.11%) C#
2 8 (42.11%) Amazon AWS
3 7 (36.84%) JavaScript
4 6 (31.58%) Agile Software Development
5 5 (26.32%) .NET
5 5 (26.32%) CSS
5 5 (26.32%) SDLC
6 4 (21.05%) DevOps
6 4 (21.05%) Docker
6 4 (21.05%) Actionable Insight
6 4 (21.05%) MVC
6 4 (21.05%) Web Services
6 4 (21.05%) Linux
6 4 (21.05%) Ruby
6 4 (21.05%) PowerShell
6 4 (21.05%) Bash Shell
6 4 (21.05%) Puppet
6 4 (21.05%) Microsoft Azure
7 3 (15.79%) Analytics
7 3 (15.79%) Twitter Bootstrap
7 3 (15.79%) Opscode Chef
7 3 (15.79%) TypeScript
7 3 (15.79%) MongoDB
7 3 (15.79%) ASP.NET MVC
7 3 (15.79%) Entity Framework
7 3 (15.79%) REST
7 3 (15.79%) Machine Learning
7 3 (15.79%) Software Engineering
7 3 (15.79%) jQuery

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 1 (5.26%) Apache Spark
1 1 (5.26%) IIS
1 1 (5.26%) SAS
Applications
1 1 (5.26%) Microsoft Office
1 1 (5.26%) SPSS
Cloud Services
1 8 (42.11%) Amazon AWS
2 4 (21.05%) Microsoft Azure
3 2 (10.53%) AWS CloudFormation
3 2 (10.53%) Office 365
3 2 (10.53%) SaaS
4 1 (5.26%) AWS Lambda
4 1 (5.26%) IaaS
4 1 (5.26%) Serverless
4 1 (5.26%) Virtual Private Cloud
Communications & Networking
1 2 (10.53%) Firewall
2 1 (5.26%) DNS
2 1 (5.26%) HTTP
2 1 (5.26%) SSL
2 1 (5.26%) TCP/IP
Database & Business Intelligence
1 3 (15.79%) MongoDB
2 2 (10.53%) Cosmos DB
2 2 (10.53%) Data Warehouse
2 2 (10.53%) SQL Server
3 1 (5.26%) Big Data
3 1 (5.26%) Data Mining
3 1 (5.26%) Hadoop
3 1 (5.26%) NoSQL
3 1 (5.26%) RDBMS
3 1 (5.26%) Relational Database
Development Applications
1 2 (10.53%) Jenkins
1 2 (10.53%) Subversion
2 1 (5.26%) Babel
2 1 (5.26%) Git (software)
2 1 (5.26%) GitLab
2 1 (5.26%) Selenium
2 1 (5.26%) SonarQube
2 1 (5.26%) Vagrant
2 1 (5.26%) WebDriver
General
1 2 (10.53%) Finance
Job Titles
1 5 (26.32%) Developer
2 4 (21.05%) Analyst
3 3 (15.79%) .NET Developer
3 3 (15.79%) C# Developer
3 3 (15.79%) Software Engineer
4 2 (10.53%) Architect
4 2 (10.53%) Cloud Architect
4 2 (10.53%) Cloud Engineer
4 2 (10.53%) Data Analyst
4 2 (10.53%) Data Scientist
4 2 (10.53%) Full Stack Developer
4 2 (10.53%) JavaScript Developer
4 2 (10.53%) Senior Analyst
4 2 (10.53%) Senior DevOps
4 2 (10.53%) Senior Support Analyst
4 2 (10.53%) SQL Developer
4 2 (10.53%) Support Analyst
5 1 (5.26%) C# .NET Developer
5 1 (5.26%) Linux/Unix DevOps
5 1 (5.26%) Software QA Tester
Libraries, Frameworks & Software Standards
1 5 (26.32%) .NET
1 5 (26.32%) CSS
2 4 (21.05%) Web Services
3 3 (15.79%) .NET Framework
3 3 (15.79%) ASP.NET
3 3 (15.79%) ASP.NET MVC
3 3 (15.79%) Entity Framework
3 3 (15.79%) jQuery
3 3 (15.79%) React
3 3 (15.79%) REST
3 3 (15.79%) Twitter Bootstrap
4 2 (10.53%) HTML
4 2 (10.53%) SOAP
4 2 (10.53%) XML
5 1 (5.26%) CSS3
5 1 (5.26%) Django
5 1 (5.26%) Natural Language Processing
5 1 (5.26%) Ruby on Rails
5 1 (5.26%) Spring
5 1 (5.26%) Spring MVC
Miscellaneous
1 2 (10.53%) Algorithms
1 2 (10.53%) Hybrid Cloud
2 1 (5.26%) Analytical Skills
2 1 (5.26%) Distributed Denial-of-Service
2 1 (5.26%) Fintech
2 1 (5.26%) Linux Command Line
2 1 (5.26%) Self-Motivation
2 1 (5.26%) User Experience
Operating Systems
1 4 (21.05%) Linux
2 2 (10.53%) Windows
2 2 (10.53%) Windows Server
3 1 (5.26%) Android
3 1 (5.26%) Red Hat Enterprise Linux
3 1 (5.26%) Unix
3 1 (5.26%) Windows Server 2012
Processes & Methodologies
1 6 (31.58%) Agile Software Development
2 5 (26.32%) SDLC
3 4 (21.05%) Actionable Insight
3 4 (21.05%) DevOps
3 4 (21.05%) MVC
4 3 (15.79%) Analytics
4 3 (15.79%) Configuration Management
4 3 (15.79%) Data Science
4 3 (15.79%) ITIL
4 3 (15.79%) Machine Learning
4 3 (15.79%) Software Engineering
5 2 (10.53%) Anomaly Detection
5 2 (10.53%) Artefact Management
5 2 (10.53%) Data Analysis
5 2 (10.53%) Data Analytics
5 2 (10.53%) Front End Development
5 2 (10.53%) Secure Coding
5 2 (10.53%) Web Design
6 1 (5.26%) Cloud Operations
6 1 (5.26%) Collaborative Working
Programming Languages
1 11 (57.89%) SQL
2 8 (42.11%) C#
3 7 (36.84%) JavaScript
4 4 (21.05%) Bash Shell
4 4 (21.05%) PowerShell
4 4 (21.05%) Ruby
5 3 (15.79%) Java
5 3 (15.79%) TypeScript
5 3 (15.79%) VB.NET
6 2 (10.53%) ES6
6 2 (10.53%) Go
6 2 (10.53%) Perl
6 2 (10.53%) R
7 1 (5.26%) C
7 1 (5.26%) C++
7 1 (5.26%) Scala
7 1 (5.26%) VBA
Qualifications
1 2 (10.53%) AWS Certification
1 2 (10.53%) Degree
1 2 (10.53%) ITIL Certification
2 1 (5.26%) (ISC)2 CCSP
2 1 (5.26%) CEH
2 1 (5.26%) CISA
2 1 (5.26%) CISM
2 1 (5.26%) CRISC
2 1 (5.26%) GIAC
2 1 (5.26%) PhD
Quality Assurance & Compliance
1 1 (5.26%) QA
System Software
1 4 (21.05%) Docker
2 2 (10.53%) Active Directory
2 2 (10.53%) Hyper-V
2 2 (10.53%) VMware Infrastructure
3 1 (5.26%) Squid
Systems Management
1 4 (21.05%) Puppet
2 3 (15.79%) Ansible
2 3 (15.79%) Opscode Chef
2 3 (15.79%) Terraform
3 1 (5.26%) Kubernetes
3 1 (5.26%) Tivoli
Vendors
1 2 (10.53%) Microsoft
1 2 (10.53%) VMware
2 1 (5.26%) CyberArk
2 1 (5.26%) Dell
2 1 (5.26%) IBM
2 1 (5.26%) Red Hat
2 1 (5.26%) Teradata