The table below looks at the statistics for Python skills in IT jobs advertised for the Norwich region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Python
Rank 33 39 44
Rank change year-on-year
+6 +5
Permanent jobs citing Python 6 3 2
As % of all permanent IT jobs located in Norwich 2.84% 1.78% 0.79%
As % of the Programming Languages category 5.13% 2.36% 1.49%
Number of salaries quoted 6 3 2
Median salary £80,000 £40,000 £30,250
Median salary % change year-on-year
+100.00% +32.23%
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
Python
Norfolk

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

Programming Languages Category
Norwich
Permanent IT job ads with a match in the
Programming Languages category
117 127 134
As % of all permanent IT jobs located in Norwich 55.45% 75.15% 52.76%
Number of salaries quoted 94 110 127
Median salary £37,500 £35,000 £32,500
Median salary % change year-on-year
+7.14% +7.69%
90% offered a salary of more than £25,000 £24,000 £22,500
10% offered a salary of more than £70,000 £45,000 £45,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

Python
Jobs Demand Trend in Norwich

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

Python Jobs Demand Trend in Norwich

Python
Salary Trend in Norwich

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

Python Salary Trend in Norwich

Python
Salary Histogram in Norwich

This chart provides a salary histogram for IT jobs citing Python across the Norwich region over the 3 months to 28 July 2016.

Python Salary Histogram in Norwich

Python
Top 30 Related IT Skills in Norwich

For the 6 months to 28 July 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 Norwich region with a requirement for Python.

1 11 (84.62%) Java
2 8 (61.54%) NoSQL
3 7 (53.85%) PHP
4 6 (46.15%) C#
4 6 (46.15%) Linux
4 6 (46.15%) Finance
4 6 (46.15%) Analytical Skills
5 5 (38.46%) Apache Hive
5 5 (38.46%) Ruby
5 5 (38.46%) Hadoop
5 5 (38.46%) Web Services
6 4 (30.77%) Informatica
6 4 (30.77%) SQL
6 4 (30.77%) MongoDB
6 4 (30.77%) Analytics
6 4 (30.77%) Mahout
6 4 (30.77%) Big Data
6 4 (30.77%) Cloudera
6 4 (30.77%) Apache Flume
6 4 (30.77%) Data Analytics
6 4 (30.77%) Stakeholder Engagement
6 4 (30.77%) Apache Accumulo
6 4 (30.77%) Data Virtualisation
6 4 (30.77%) Oozie
6 4 (30.77%) Impala
6 4 (30.77%) Hadoop YARN
7 3 (23.08%) R
7 3 (23.08%) .NET
7 3 (23.08%) JavaScript
7 3 (23.08%) XML

Python
Top Related IT Skills in Norwich 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 (15.38%) Apache Spark
2 1 (7.69%) Cloud Foundry
2 1 (7.69%) OpenStack
Applications
1 3 (23.08%) MS Excel
Cloud Services
1 2 (15.38%) Amazon AWS
2 1 (7.69%) Amazon EMR
2 1 (7.69%) Amazon S3
2 1 (7.69%) AWS Lambda
2 1 (7.69%) Engine Yard
2 1 (7.69%) Heroku
2 1 (7.69%) Microsoft Azure
Communications & Networking
1 2 (15.38%) Firewall
Database & Business Intelligence
1 8 (61.54%) NoSQL
2 5 (38.46%) Apache Hive
2 5 (38.46%) Hadoop
3 4 (30.77%) Apache Accumulo
3 4 (30.77%) Big Data
3 4 (30.77%) Impala
3 4 (30.77%) Mahout
3 4 (30.77%) MongoDB
4 1 (7.69%) Amazon DynamoDB
4 1 (7.69%) Amazon Redshift
4 1 (7.69%) MySQL
4 1 (7.69%) PostgreSQL
4 1 (7.69%) RDBMS
4 1 (7.69%) Relational Database
4 1 (7.69%) SQL Server
4 1 (7.69%) SQL Server Analysis Services
4 1 (7.69%) SQL Server Integration Services
4 1 (7.69%) SQL Server Reporting Services
4 1 (7.69%) Sqoop
Development Applications
1 2 (15.38%) AppScan
1 2 (15.38%) Metasploit
2 1 (7.69%) Jenkins
2 1 (7.69%) JIRA
2 1 (7.69%) Team Foundation Server
2 1 (7.69%) Visual Studio Team System
General
1 6 (46.15%) Finance
2 1 (7.69%) Marketing
Job Titles
1 5 (38.46%) Architect
2 4 (30.77%) Big Data Architect
2 4 (30.77%) Data Architect
2 4 (30.77%) Hadoop Architect
2 4 (30.77%) Solutions Architect
3 3 (23.08%) Developer
3 3 (23.08%) Integration Developer
3 3 (23.08%) Senior Developer
3 3 (23.08%) Senior Systems Developer
3 3 (23.08%) Systems Developer
4 2 (15.38%) Data Scientist
4 2 (15.38%) Security Advisor
5 1 (7.69%) Database Architect
5 1 (7.69%) DevOps Engineer
5 1 (7.69%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 5 (38.46%) Web Services
2 3 (23.08%) .NET
2 3 (23.08%) JSON
2 3 (23.08%) RESTful
2 3 (23.08%) SOAP
2 3 (23.08%) XML
3 2 (15.38%) MLlib
3 2 (15.38%) Natural Language Processing
Miscellaneous
1 6 (46.15%) Analytical Skills
2 2 (15.38%) Algorithms
2 2 (15.38%) Cryptography
2 2 (15.38%) Management Information System
Operating Systems
1 6 (46.15%) Linux
2 1 (7.69%) Windows
2 1 (7.69%) Windows Server
Processes & Methodologies
1 4 (30.77%) Analytics
1 4 (30.77%) Data Analytics
1 4 (30.77%) Data Virtualisation
1 4 (30.77%) Stakeholder Engagement
2 3 (23.08%) Agile Software Development
2 3 (23.08%) Data Modelling
2 3 (23.08%) Open Source
3 2 (15.38%) Anomaly Detection
3 2 (15.38%) Cybersecurity
3 2 (15.38%) Identity Access Management
3 2 (15.38%) Information Security
3 2 (15.38%) Logistic Regression
3 2 (15.38%) Machine Learning
3 2 (15.38%) Penetration Testing
3 2 (15.38%) Project Management
3 2 (15.38%) Risk Management
3 2 (15.38%) Security Testing
3 2 (15.38%) Time Management
3 2 (15.38%) Vulnerability Scanning
4 1 (7.69%) SDLC
Programming Languages
1 11 (84.62%) Java
2 7 (53.85%) PHP
3 6 (46.15%) C#
4 5 (38.46%) Ruby
5 4 (30.77%) SQL
6 3 (23.08%) JavaScript
6 3 (23.08%) R
7 2 (15.38%) Bash Shell
7 2 (15.38%) C
7 2 (15.38%) C++
7 2 (15.38%) Perl
7 2 (15.38%) Scala
8 1 (7.69%) Bourne shell
8 1 (7.69%) PowerShell
8 1 (7.69%) Shell Script
8 1 (7.69%) VB
Qualifications
1 2 (15.38%) CEH
1 2 (15.38%) CISA
1 2 (15.38%) CISM
1 2 (15.38%) CISSP
1 2 (15.38%) CRISC
1 2 (15.38%) GIAC
1 2 (15.38%) PhD
System Software
1 4 (30.77%) Apache Flume
Systems Management
1 4 (30.77%) Hadoop YARN
1 4 (30.77%) Oozie
2 2 (15.38%) Nessus
3 1 (7.69%) Opscode Chef
3 1 (7.69%) Puppet
Vendors
1 4 (30.77%) Cloudera
1 4 (30.77%) Informatica
2 3 (23.08%) Microsoft
3 2 (15.38%) IBM
3 2 (15.38%) Veracode