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 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 51 66 46
Rank change year-on-year
+15 -20
Permanent jobs citing Python 14 9 1
As % of all permanent IT jobs located in Bradford 2.73% 1.72% 0.31%
As % of the Programming Languages category 6.45% 3.14% 0.72%
Number of salaries quoted 14 9 1
Median salary £31,500 £45,000 £37,500
Median salary % change year-on-year
-30.00% +20.00%
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
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
217 287 138
As % of all permanent IT jobs located in Bradford 42.38% 54.88% 42.20%
Number of salaries quoted 209 256 95
Median salary £40,000 £38,000 £35,000
Median salary % change year-on-year
+5.26% +8.57%
90% offered a salary of more than £30,000 £27,000 £27,350
10% offered a salary of more than £52,500 £42,500 £48,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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
Salary Histogram in Bradford

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

Python Salary Histogram in Bradford

Python
Top 30 Related IT Skills in Bradford

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 Bradford region with a requirement for Python.

1 28 (71.79%) Linux
2 18 (46.15%) TCP/IP
3 17 (43.59%) Perl
4 16 (41.03%) Open Source
5 14 (35.90%) HTTP
6 13 (33.33%) Unix
7 11 (28.21%) Internet
7 11 (28.21%) PostgreSQL
7 11 (28.21%) Git (software)
7 11 (28.21%) Memcached
7 11 (28.21%) Ruby
7 11 (28.21%) Redis
7 11 (28.21%) GitHub
8 10 (25.64%) C++
9 9 (23.08%) SQL
9 9 (23.08%) Digital TV
9 9 (23.08%) Lua
9 9 (23.08%) IPTV
9 9 (23.08%) STB
9 9 (23.08%) Apple iOS
9 9 (23.08%) Bash Shell
9 9 (23.08%) Android
9 9 (23.08%) Qt
9 9 (23.08%) Digital Media
9 9 (23.08%) Analytical Skills
10 7 (17.95%) Firewall
10 7 (17.95%) Information Security
10 7 (17.95%) Cisco
10 7 (17.95%) Microsoft
10 7 (17.95%) DNS

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 4 (10.26%) SAS
2 1 (2.56%) Apache Spark
Applications
1 4 (10.26%) MS Excel
1 4 (10.26%) MS PowerPoint
Cloud Services
1 11 (28.21%) GitHub
Communications & Networking
1 18 (46.15%) TCP/IP
2 14 (35.90%) HTTP
3 11 (28.21%) Internet
4 7 (17.95%) DNS
4 7 (17.95%) Firewall
5 4 (10.26%) BGP
5 4 (10.26%) OSPF
6 3 (7.69%) IPv4
6 3 (7.69%) SMTP
6 3 (7.69%) VoIP
7 1 (2.56%) SAN
Database & Business Intelligence
1 11 (28.21%) PostgreSQL
1 11 (28.21%) Redis
2 2 (5.13%) MySQL
3 1 (2.56%) Apache Cassandra
3 1 (2.56%) Apache Hive
3 1 (2.56%) Big Data
3 1 (2.56%) Data Warehouse
3 1 (2.56%) Hadoop
3 1 (2.56%) HBase
3 1 (2.56%) MongoDB
3 1 (2.56%) NoSQL
3 1 (2.56%) Oracle Database
Development Applications
1 11 (28.21%) Git (software)
2 3 (7.69%) Team Foundation Server
3 1 (2.56%) Cucumber
3 1 (2.56%) IntelliJ
3 1 (2.56%) Jenkins
3 1 (2.56%) JUnit
3 1 (2.56%) Maven
3 1 (2.56%) Selenium
3 1 (2.56%) TeamCity
3 1 (2.56%) WebDriver
General
1 5 (12.82%) Finance
2 4 (10.26%) Marketing
2 4 (10.26%) Retail
3 1 (2.56%) Games
Job Titles
1 24 (61.54%) Developer
2 20 (51.28%) Software Developer
3 11 (28.21%) Programmer
3 11 (28.21%) Software Programmer
4 9 (23.08%) Android Developer
4 9 (23.08%) C++ Developer
4 9 (23.08%) C++ Software Developer
4 9 (23.08%) Linux Developer
4 9 (23.08%) Python Developer
5 5 (12.82%) Analyst
5 5 (12.82%) Network Security Analyst
5 5 (12.82%) Security Analyst
6 4 (10.26%) Customer Insight Manager
6 4 (10.26%) Insight Manager
6 4 (10.26%) Security Engineer
6 4 (10.26%) Test Engineer
7 3 (7.69%) Firewall Analyst
7 3 (7.69%) Software Test Engineer
7 3 (7.69%) Software Testing Engineer
7 3 (7.69%) Systems Test Engineer
Libraries, Frameworks & Software Standards
1 11 (28.21%) Memcached
2 9 (23.08%) Qt
3 3 (7.69%) 802.1X
4 1 (2.56%) Kafka
4 1 (2.56%) OAuth
4 1 (2.56%) OAuth2
Miscellaneous
1 9 (23.08%) Analytical Skills
1 9 (23.08%) Digital Media
1 9 (23.08%) Digital TV
1 9 (23.08%) IPTV
1 9 (23.08%) STB
2 6 (15.38%) Mobile App
3 4 (10.26%) FMCG
3 4 (10.26%) Security Operations Centre
4 3 (7.69%) iPad
5 2 (5.13%) Computer Science
6 1 (2.56%) Algorithms
6 1 (2.56%) Data Structures
Operating Systems
1 28 (71.79%) Linux
2 13 (33.33%) Unix
3 9 (23.08%) Android
3 9 (23.08%) Apple iOS
4 5 (12.82%) Red Hat Enterprise Linux
5 1 (2.56%) AIX
5 1 (2.56%) Windows
5 1 (2.56%) Windows Server
Processes & Methodologies
1 16 (41.03%) Open Source
2 7 (17.95%) Information Security
3 6 (15.38%) Agile Software Development
4 4 (10.26%) Continuous Integration
4 4 (10.26%) Marketing Strategy
4 4 (10.26%) Security Operations
5 3 (7.69%) Information Governance
5 3 (7.69%) Software Testing
5 3 (7.69%) System Testing
6 2 (5.13%) BDD
6 2 (5.13%) Scrum
7 1 (2.56%) Business Continuity
7 1 (2.56%) Cost-Benefit Analysis
7 1 (2.56%) Defect Tracking
7 1 (2.56%) High Availability
7 1 (2.56%) ITIL
7 1 (2.56%) Server Building
7 1 (2.56%) Server Hardening
7 1 (2.56%) Software Engineering
7 1 (2.56%) Test Scripting
Programming Languages
1 17 (43.59%) Perl
2 11 (28.21%) Ruby
3 10 (25.64%) C++
4 9 (23.08%) Bash Shell
4 9 (23.08%) Lua
4 9 (23.08%) SQL
5 3 (7.69%) Java
5 3 (7.69%) JavaScript
5 3 (7.69%) PHP
6 2 (5.13%) C#
7 1 (2.56%) C
7 1 (2.56%) Korn
7 1 (2.56%) PowerShell
7 1 (2.56%) Scala
7 1 (2.56%) Shell Script
Qualifications
1 7 (17.95%) CCNA
1 7 (17.95%) Cisco Certification
1 7 (17.95%) RHCE
2 6 (15.38%) Degree
3 4 (10.26%) CISSP
3 4 (10.26%) CompTIA Security+
3 4 (10.26%) Security+ Certification
4 3 (7.69%) CCNP
5 2 (5.13%) ISEB
Quality Assurance & Compliance
1 4 (10.26%) QA
System Software
1 1 (2.56%) HDFS
1 1 (2.56%) VMware ESXi
1 1 (2.56%) VMware Infrastructure
Systems Management
1 3 (7.69%) yum
2 1 (2.56%) OpenView
2 1 (2.56%) Oracle RMAN
2 1 (2.56%) Tivoli
2 1 (2.56%) Tivoli Storage Manager
Vendors
1 7 (17.95%) Cisco
1 7 (17.95%) Microsoft
2 5 (12.82%) Red Hat
3 3 (7.69%) Splunk
4 1 (2.56%) Cloudera
4 1 (2.56%) F5
4 1 (2.56%) HP
4 1 (2.56%) Oracle
4 1 (2.56%) VMware