The table below looks at the statistics for Python skills in IT jobs advertised for the Bradford region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Python
Rank 52 46 65
Rank change year-on-year
-6 +19
Permanent jobs citing Python 2 5 3
As % of all permanent IT jobs located in Bradford 0.50% 1.39% 0.60%
As % of the Programming Languages category 1.45% 3.03% 1.17%
Number of salaries quoted 2 5 3
Median salary £31,500 £40,000 £80,000
Median salary % change year-on-year
-21.25% -50.00%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
West Yorkshire

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

Programming Languages Category
Bradford
Permanent IT job ads with a match in the
Programming Languages category
138 165 257
As % of all permanent IT jobs located in Bradford 34.41% 45.96% 51.40%
Number of salaries quoted 132 153 202
Median salary £40,000 £42,500 £35,000
Median salary % change year-on-year
-5.88% +21.42%
90% offered a salary of more than £31,500 £28,500 £26,000
10% offered a salary of more than £55,000 £45,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Bradford

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

Python Jobs Demand Trend in Bradford

Python
Salary Trend in Bradford

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

Python Salary Trend in Bradford

Python
Top 30 Related IT Skills in Bradford

For the 6 months to 9 December 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 Bradford region with a requirement for Python.

1 8 (66.67%) PostgreSQL
2 7 (58.33%) Unix
2 7 (58.33%) Internet
2 7 (58.33%) Linux
2 7 (58.33%) Git (software)
3 6 (50.00%) Open Source
3 6 (50.00%) Memcached
3 6 (50.00%) Redis
3 6 (50.00%) HTTP
3 6 (50.00%) TCP/IP
3 6 (50.00%) GitHub
4 5 (41.67%) Analytical Skills
4 5 (41.67%) Degree
5 3 (25.00%) Computer Science
6 2 (16.67%) SAS
6 2 (16.67%) FMCG
6 2 (16.67%) Mathematics
6 2 (16.67%) Physics
6 2 (16.67%) Statistics
6 2 (16.67%) Marketing
6 2 (16.67%) Ruby
6 2 (16.67%) MS PowerPoint
6 2 (16.67%) Machine Learning
6 2 (16.67%) Data Visualisation
6 2 (16.67%) Marketing Strategy
6 2 (16.67%) Visualisation
6 2 (16.67%) Finance
6 2 (16.67%) Retail
6 2 (16.67%) Data Management
6 2 (16.67%) Business Intelligence

Python
Top Related IT Skills in Bradford 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 (16.67%) SAS
2 1 (8.33%) Apache Spark
Applications
1 2 (16.67%) MS Excel
1 2 (16.67%) MS PowerPoint
Cloud Services
1 6 (50.00%) GitHub
2 1 (8.33%) Amazon AWS
Communications & Networking
1 7 (58.33%) Internet
2 6 (50.00%) HTTP
2 6 (50.00%) TCP/IP
3 1 (8.33%) SAN
Database & Business Intelligence
1 8 (66.67%) PostgreSQL
2 6 (50.00%) Redis
3 1 (8.33%) Apache Hive
3 1 (8.33%) Big Data
3 1 (8.33%) Hadoop
3 1 (8.33%) NoSQL
3 1 (8.33%) Oracle Database
3 1 (8.33%) Pentaho
3 1 (8.33%) SQL Server Reporting Services
Development Applications
1 7 (58.33%) Git (software)
General
1 2 (16.67%) Finance
1 2 (16.67%) Marketing
1 2 (16.67%) Retail
Job Titles
1 6 (50.00%) Developer
1 6 (50.00%) Programmer
1 6 (50.00%) Software Developer
1 6 (50.00%) Software Programmer
2 2 (16.67%) Customer Insight Manager
2 2 (16.67%) Insight Manager
3 1 (8.33%) Big Data Consultant
3 1 (8.33%) Consultant
3 1 (8.33%) Data Consultant
3 1 (8.33%) Hadoop Consultant
3 1 (8.33%) Linux Engineer
3 1 (8.33%) Senior Linux Engineer
3 1 (8.33%) Senior Unix Engineer
3 1 (8.33%) Unix Engineer
3 1 (8.33%) Unix Linux Engineer
Libraries, Frameworks & Software Standards
1 6 (50.00%) Memcached
2 1 (8.33%) D3.js
Miscellaneous
1 5 (41.67%) Analytical Skills
2 3 (25.00%) Computer Science
3 2 (16.67%) FMCG
3 2 (16.67%) Mathematics
3 2 (16.67%) Physics
3 2 (16.67%) Statistics
3 2 (16.67%) Visualisation
4 1 (8.33%) Internet of Things
Operating Systems
1 7 (58.33%) Linux
1 7 (58.33%) Unix
2 1 (8.33%) AIX
2 1 (8.33%) Red Hat Enterprise Linux
2 1 (8.33%) Windows
2 1 (8.33%) Windows Server
Processes & Methodologies
1 6 (50.00%) Open Source
2 2 (16.67%) Business Intelligence
2 2 (16.67%) Customer Insight
2 2 (16.67%) Data Management
2 2 (16.67%) Data Visualisation
2 2 (16.67%) Machine Learning
2 2 (16.67%) Marketing Strategy
2 2 (16.67%) Statistical Modelling
3 1 (8.33%) Analytics
3 1 (8.33%) Business Continuity
3 1 (8.33%) Cost-Benefit Analysis
3 1 (8.33%) Data Analytics
3 1 (8.33%) ETL
3 1 (8.33%) High Availability
3 1 (8.33%) ITIL
3 1 (8.33%) Server Building
3 1 (8.33%) Server Hardening
3 1 (8.33%) Web Development
Programming Languages
1 2 (16.67%) Ruby
1 2 (16.67%) SQL
2 1 (8.33%) Bash Shell
2 1 (8.33%) JavaScript
2 1 (8.33%) Korn
2 1 (8.33%) Perl
2 1 (8.33%) PowerShell
Qualifications
1 5 (41.67%) Degree
2 2 (16.67%) PhD
System Software
1 1 (8.33%) VMware ESXi
1 1 (8.33%) VMware Infrastructure
Systems Management
1 1 (8.33%) OpenView
1 1 (8.33%) Oracle RMAN
1 1 (8.33%) Tivoli
1 1 (8.33%) Tivoli Storage Manager
Vendors
1 2 (16.67%) Microsoft
2 1 (8.33%) F5
2 1 (8.33%) HP
2 1 (8.33%) Oracle
2 1 (8.33%) Red Hat
2 1 (8.33%) VMware