Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Python
East of England > Norfolk
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 22 57 46
Rank change year-on-year +35 -11 +15
Permanent jobs citing Python 35 14 11
As % of all permanent IT jobs advertised in Norfolk 9.07% 2.42% 2.77%
As % of the Programming Languages category 14.17% 4.27% 4.62%
Number of salaries quoted 22 14 10
Norfolk median annual salary £40,000 £43,750 £40,000
Median salary % change year-on-year -8.57% +9.38% -33.33%
10th Percentile £27,631 £31,800 £25,575
90th Percentile £61,250 £80,000 £45,750
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 247 328 238
As % of all permanent IT jobs advertised in Norfolk 63.99% 56.65% 59.95%
Number of salaries quoted 174 281 206
Norfolk median annual salary £37,500 £37,500 £33,000
Median salary % change year-on-year - +13.64% +1.54%
10th Percentile £26,250 £26,250 £21,250
90th Percentile £56,250 £55,000 £45,000
East of England median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 17 November 2017.

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 17 November 2017. 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 +33 34 £40,000 -11.11% 3
Python
East of England

For the 6 months to 17 November 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 Norfolk region with a requirement for Python.

1 20 (57.14%) Java
2 18 (51.43%) Agile Software Development
3 16 (45.71%) Apache Spark
4 14 (40.00%) Amazon AWS
5 13 (37.14%) SQL
6 12 (34.29%) Perl
6 12 (34.29%) Apache
6 12 (34.29%) Hadoop
6 12 (34.29%) Big Data
6 12 (34.29%) Kafka
7 11 (31.43%) Cloudera
7 11 (31.43%) Apache Cassandra
7 11 (31.43%) Spring
8 10 (28.57%) Linux
8 10 (28.57%) C++
9 9 (25.71%) Web Services
9 9 (25.71%) CISSP
9 9 (25.71%) CISA
9 9 (25.71%) CISM
9 9 (25.71%) Analytics
10 8 (22.86%) Microsoft
11 7 (20.00%) Windows
11 7 (20.00%) Tomcat
11 7 (20.00%) MySQL
11 7 (20.00%) Active Directory
11 7 (20.00%) Scrum
11 7 (20.00%) Ansible
11 7 (20.00%) Puppet
12 6 (17.14%) Apache Solr
12 6 (17.14%) Spring MVC

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 16 (45.71%) Apache Spark
2 12 (34.29%) Apache
3 7 (20.00%) Tomcat
4 6 (17.14%) Apache Solr
5 3 (8.57%) CMS
5 3 (8.57%) Liferay
5 3 (8.57%) WordPress
6 1 (2.86%) Apache Pig
6 1 (2.86%) IIS
6 1 (2.86%) MS Exchange
Cloud Services
1 14 (40.00%) Amazon AWS
2 5 (14.29%) Google Cloud Platform
2 5 (14.29%) Microsoft Azure
3 2 (5.71%) AWS CloudFormation
3 2 (5.71%) SaaS
4 1 (2.86%) Amazon EC2
4 1 (2.86%) AWS Elastic Beanstalk
4 1 (2.86%) Office 365
4 1 (2.86%) Route 53
4 1 (2.86%) Virtual Private Cloud
Communications & Networking
1 1 (2.86%) DHCP
1 1 (2.86%) DNS
1 1 (2.86%) Firewall
1 1 (2.86%) PBX
1 1 (2.86%) SMS
Database & Business Intelligence
1 12 (34.29%) Big Data
1 12 (34.29%) Hadoop
2 11 (31.43%) Apache Cassandra
3 7 (20.00%) MySQL
4 6 (17.14%) SQL Server
5 2 (5.71%) Oracle Database
6 1 (2.86%) Apache Hive
6 1 (2.86%) HBase
6 1 (2.86%) Mahout
Development Applications
1 6 (17.14%) Eclipse
2 5 (14.29%) Jenkins
2 5 (14.29%) Maven
3 3 (8.57%) Git (software)
General
1 6 (17.14%) Finance
1 6 (17.14%) Legal
Job Titles
1 6 (17.14%) Data Scientist
2 4 (11.43%) Developer
3 3 (8.57%) Analyst
3 3 (8.57%) Cloud Engineer
3 3 (8.57%) Full Stack Developer
3 3 (8.57%) Security Engineer
4 2 (5.71%) Designer
4 2 (5.71%) Senior Data Scientist
4 2 (5.71%) Solutions Designer
5 1 (2.86%) Administrator
5 1 (2.86%) DevOps Engineer
5 1 (2.86%) Systems Administrator
5 1 (2.86%) Technical Analyst
5 1 (2.86%) Technical Leader
5 1 (2.86%) Web Developer
Libraries, Frameworks & Software Standards
1 12 (34.29%) Kafka
2 11 (31.43%) Spring
3 9 (25.71%) Web Services
4 6 (17.14%) Spring MVC
5 4 (11.43%) CSS
5 4 (11.43%) HTML
5 4 (11.43%) MLlib
5 4 (11.43%) Natural Language Processing
6 3 (8.57%) AngularJS
6 3 (8.57%) Django
6 3 (8.57%) jQuery
6 3 (8.57%) Laravel
6 3 (8.57%) RESTful
7 1 (2.86%) CSS3
7 1 (2.86%) HTML5
7 1 (2.86%) Sass
Miscellaneous
1 6 (17.14%) Algorithms
1 6 (17.14%) Management Information System
2 5 (14.29%) Public Cloud
3 4 (11.43%) Cyberthreat
4 3 (8.57%) Computer Science
5 1 (2.86%) Fintech
Operating Systems
1 10 (28.57%) Linux
2 7 (20.00%) Windows
3 6 (17.14%) Unix
4 1 (2.86%) CentOS
4 1 (2.86%) Debian
4 1 (2.86%) Ubuntu
4 1 (2.86%) Windows Server
Processes & Methodologies
1 18 (51.43%) Agile Software Development
2 9 (25.71%) Analytics
3 7 (20.00%) Scrum
4 6 (17.14%) Coaching
4 6 (17.14%) Cybersecurity
4 6 (17.14%) Data Analytics
4 6 (17.14%) Data Integration
4 6 (17.14%) MapReduce
4 6 (17.14%) MVC
4 6 (17.14%) Software Engineering
5 5 (14.29%) DevOps
5 5 (14.29%) ITIL
6 4 (11.43%) Anomaly Detection
6 4 (11.43%) Information Security
6 4 (11.43%) Logistic Regression
6 4 (11.43%) Machine Learning
6 4 (11.43%) Matrix Management
6 4 (11.43%) Matrix Organization
6 4 (11.43%) Service Delivery
6 4 (11.43%) Web Development
Programming Languages
1 20 (57.14%) Java
2 13 (37.14%) SQL
3 12 (34.29%) Perl
4 10 (28.57%) C++
5 6 (17.14%) PowerShell
6 5 (14.29%) C
6 5 (14.29%) C#
6 5 (14.29%) Ruby
7 4 (11.43%) JavaScript
7 4 (11.43%) PHP
7 4 (11.43%) Scala
8 3 (8.57%) Bash Shell
9 2 (5.71%) Jython
9 2 (5.71%) R
9 2 (5.71%) Shell Script
10 1 (2.86%) ES6
Qualifications
1 9 (25.71%) CISA
1 9 (25.71%) CISM
1 9 (25.71%) CISSP
2 6 (17.14%) CEH
2 6 (17.14%) PhD
3 3 (8.57%) (ISC)2 CCSP
3 3 (8.57%) CSSLP
3 3 (8.57%) SANS
4 2 (5.71%) AWS Certification
4 2 (5.71%) Degree
5 1 (2.86%) CCNA
5 1 (2.86%) Cisco Certification
System Software
1 7 (20.00%) Active Directory
2 6 (17.14%) HDFS
3 4 (11.43%) Docker
Systems Management
1 7 (20.00%) Ansible
1 7 (20.00%) Puppet
2 6 (17.14%) Hadoop YARN
3 3 (8.57%) Terraform
4 2 (5.71%) Kubernetes
4 2 (5.71%) Opscode Chef
5 1 (2.86%) Salt
Vendors
1 11 (31.43%) Cloudera
2 8 (22.86%) Microsoft
3 5 (14.29%) Google
4 4 (11.43%) CyberArk
5 2 (5.71%) Cisco
5 2 (5.71%) Lumension
5 2 (5.71%) Oracle
5 2 (5.71%) Splunk
5 2 (5.71%) Symantec
6 1 (2.86%) CheckPoint
6 1 (2.86%) NetApp
6 1 (2.86%) Veeam
6 1 (2.86%) VMware