The table below looks at the statistics for Python skills in IT jobs advertised for the Norfolk region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Python
Rank 36 33 50
Rank change year-on-year
-3 +17
Permanent jobs citing Python 8 7 1
As % of all permanent IT jobs located in Norfolk 3.13% 3.70% 0.33%
As % of the Programming Languages category 5.63% 5.88% 0.63%
Number of salaries quoted 8 7 1
Median salary £75,000 £40,000 £32,000
Median salary % change year-on-year
+87.50% +25.00%
UK excluding London median salary £47,500 £43,900 £40,000
% change year-on-year
+8.20% +9.75%
Python
East of England

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Norfolk region.

Programming Languages Category
Norfolk
Permanent IT job ads with a match in the
Programming Languages category
142 119 158
As % of all permanent IT jobs located in Norfolk 55.47% 62.96% 52.67%
Number of salaries quoted 122 100 141
Median salary £35,000 £35,000 £32,500
Median salary % change year-on-year
- +7.69%
90% offered a salary of more than £30,000 £22,000 £22,500
10% offered a salary of more than £60,000 £45,000 £45,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Norfolk

The demand trend of job ads across the Norfolk region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Norfolk

Python
Salary Trend in Norfolk

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

Python Salary Trend in Norfolk

Python
Salary Histogram in Norfolk

This chart provides a salary histogram for IT jobs citing Python across the Norfolk region over the 3 months to 25 August 2016.

Python Salary Histogram 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 3 months to 25 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Norwich -8 6 £80,000 +100.00%
Diss - 2 £42,500 -
Python
East of England

Python
Top 30 Related IT Skills in Norfolk

For the 6 months to 25 August 2016, 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 (64.71%) Java
2 8 (47.06%) Linux
2 8 (47.06%) NoSQL
3 7 (41.18%) PHP
4 6 (35.29%) MongoDB
5 5 (29.41%) Analytical Skills
5 5 (29.41%) Apache Hive
5 5 (29.41%) Hadoop
5 5 (29.41%) C#
5 5 (29.41%) Web Services
5 5 (29.41%) Microsoft
5 5 (29.41%) Finance
5 5 (29.41%) Ruby
6 4 (23.53%) Informatica
6 4 (23.53%) SQL
6 4 (23.53%) Stakeholder Engagement
6 4 (23.53%) Mahout
6 4 (23.53%) Big Data
6 4 (23.53%) Cloudera
6 4 (23.53%) Apache Flume
6 4 (23.53%) Data Analytics
6 4 (23.53%) Analytics
6 4 (23.53%) Apache Accumulo
6 4 (23.53%) Hadoop YARN
6 4 (23.53%) Impala
6 4 (23.53%) Oozie
6 4 (23.53%) Data Virtualisation
7 3 (17.65%) Jenkins
7 3 (17.65%) Cybersecurity
7 3 (17.65%) DevOps

Python
Top Related 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 (11.76%) Elasticsearch
2 1 (5.88%) Apache Spark
2 1 (5.88%) Cloud Foundry
2 1 (5.88%) OpenStack
Applications
1 3 (17.65%) MS Excel
Business Applications
1 2 (11.76%) Infor M3
Cloud Services
1 2 (11.76%) Amazon AWS
2 1 (5.88%) Amazon EMR
2 1 (5.88%) Amazon S3
2 1 (5.88%) AWS Lambda
2 1 (5.88%) Engine Yard
2 1 (5.88%) Heroku
2 1 (5.88%) Microsoft Azure
Communications & Networking
1 2 (11.76%) Firewall
Database & Business Intelligence
1 8 (47.06%) NoSQL
2 6 (35.29%) MongoDB
3 5 (29.41%) Apache Hive
3 5 (29.41%) Hadoop
4 4 (23.53%) Apache Accumulo
4 4 (23.53%) Big Data
4 4 (23.53%) Impala
4 4 (23.53%) Mahout
5 2 (11.76%) Redis
6 1 (5.88%) Amazon DynamoDB
6 1 (5.88%) Amazon Redshift
6 1 (5.88%) MySQL
6 1 (5.88%) PostgreSQL
6 1 (5.88%) RDBMS
6 1 (5.88%) Relational Database
6 1 (5.88%) SQL Server
6 1 (5.88%) SQL Server Analysis Services
6 1 (5.88%) SQL Server Integration Services
6 1 (5.88%) SQL Server Reporting Services
6 1 (5.88%) Sqoop
Development Applications
1 3 (17.65%) Jenkins
2 2 (11.76%) Artifactory
2 2 (11.76%) GCC
2 2 (11.76%) Maven
3 1 (5.88%) AppScan
3 1 (5.88%) JIRA
3 1 (5.88%) Metasploit
3 1 (5.88%) Team Foundation Server
3 1 (5.88%) Visual Studio Team System
General
1 5 (29.41%) Finance
2 2 (11.76%) Automotive
3 1 (5.88%) Marketing
Job Titles
1 5 (29.41%) Architect
2 4 (23.53%) Big Data Architect
2 4 (23.53%) Data Architect
2 4 (23.53%) Hadoop Architect
2 4 (23.53%) Solutions Architect
3 3 (17.65%) Developer
3 3 (17.65%) DevOps Engineer
3 3 (17.65%) Integration Developer
3 3 (17.65%) Senior Developer
3 3 (17.65%) Senior Systems Developer
3 3 (17.65%) Systems Developer
4 2 (11.76%) Embedded Engineer
4 2 (11.76%) Embedded Software Engineer
4 2 (11.76%) Software Engineer
5 1 (5.88%) Applications Specialist
5 1 (5.88%) Data Scientist
5 1 (5.88%) Firewall Specialist
5 1 (5.88%) Security Advisor
5 1 (5.88%) Testing Specialist
5 1 (5.88%) Web Specialist
Libraries, Frameworks & Software Standards
1 5 (29.41%) Web Services
2 3 (17.65%) .NET
2 3 (17.65%) JSON
2 3 (17.65%) RESTful
2 3 (17.65%) SOAP
2 3 (17.65%) XML
3 2 (11.76%) RabbitMQ
3 2 (11.76%) Spring
4 1 (5.88%) MLlib
4 1 (5.88%) Natural Language Processing
Miscellaneous
1 5 (29.41%) Analytical Skills
2 3 (17.65%) Management Information System
3 2 (11.76%) Cyberthreat
3 2 (11.76%) Mobile App
4 1 (5.88%) Algorithms
4 1 (5.88%) Cryptography
Operating Systems
1 8 (47.06%) Linux
2 3 (17.65%) Windows
3 1 (5.88%) Windows Server
Processes & Methodologies
1 4 (23.53%) Analytics
1 4 (23.53%) Data Analytics
1 4 (23.53%) Data Virtualisation
1 4 (23.53%) Stakeholder Engagement
2 3 (17.65%) Cybersecurity
2 3 (17.65%) Data Modelling
2 3 (17.65%) DevOps
2 3 (17.65%) Information Security
2 3 (17.65%) Open Source
3 2 (11.76%) Agile Software Development
3 2 (11.76%) Continuous Integration
3 2 (11.76%) Penetration Testing
3 2 (11.76%) Security Operations
3 2 (11.76%) Software Engineering
4 1 (5.88%) Digital Marketing
4 1 (5.88%) Identity Access Management
4 1 (5.88%) Logistic Regression
4 1 (5.88%) Random Forest
4 1 (5.88%) Security Testing
4 1 (5.88%) Time Management
Programming Languages
1 11 (64.71%) Java
2 7 (41.18%) PHP
3 5 (29.41%) C#
3 5 (29.41%) Ruby
4 4 (23.53%) SQL
5 3 (17.65%) C
5 3 (17.65%) JavaScript
5 3 (17.65%) Perl
5 3 (17.65%) PowerShell
5 3 (17.65%) R
6 2 (11.76%) Bash Shell
7 1 (5.88%) Bourne shell
7 1 (5.88%) C++
7 1 (5.88%) Scala
7 1 (5.88%) Shell Script
7 1 (5.88%) VB
Qualifications
1 3 (17.65%) CEH
1 3 (17.65%) CISA
1 3 (17.65%) CISM
1 3 (17.65%) CISSP
2 1 (5.88%) CRISC
2 1 (5.88%) GIAC
2 1 (5.88%) PhD
Quality Assurance & Compliance
1 2 (11.76%) MISRA
System Software
1 4 (23.53%) Apache Flume
2 2 (11.76%) Active Directory
Systems Management
1 4 (23.53%) Hadoop YARN
1 4 (23.53%) Oozie
2 3 (17.65%) Puppet
3 2 (11.76%) Terraform
4 1 (5.88%) Nessus
4 1 (5.88%) Opscode Chef
Vendors
1 5 (29.41%) Microsoft
2 4 (23.53%) Cloudera
2 4 (23.53%) Informatica
3 2 (11.76%) Cisco
4 1 (5.88%) IBM
4 1 (5.88%) Veracode