The table below looks at the statistics for Python skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Python
Rank 30 55 76
Rank change year-on-year
+25 +21
Permanent jobs citing Python 131 111 70
As % of all permanent IT jobs located in Reading 7.56% 4.74% 2.95%
As % of the Programming Languages category 17.68% 13.25% 7.80%
Number of salaries quoted 127 92 59
Median salary £55,000 £45,000 £50,000
Median salary % change year-on-year
+22.22% -10.00%
90% offered a salary of more than £35,000 £37,500 £32,500
10% offered a salary of more than £67,500 £79,250 £60,000
UK excluding London median salary £45,000 £44,000 £40,000
% change year-on-year
+2.27% +10.00%
Python
Berkshire

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

Programming Languages Category
Reading
Permanent IT job ads with a match in the
Programming Languages category
741 838 897
As % of all permanent IT jobs located in Reading 42.76% 35.77% 37.82%
Number of salaries quoted 680 698 777
Median salary £50,000 £45,000 £42,500
Median salary % change year-on-year
+11.11% +5.88%
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £41,421 £40,000 £39,500
% change year-on-year
+3.55% +1.26%

Python
Jobs Demand Trend in Reading

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

Python Jobs Demand Trend in Reading

Python
Salary Trend in Reading

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

Python Salary Trend in Reading

Python
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Python across the Reading region over the 3 months to 29 May 2016.

Python Salary Histogram in Reading

Python
Top 30 Related IT Skills in Reading

For the 6 months to 29 May 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 Reading region with a requirement for Python.

1 158 (59.18%) Linux
2 116 (43.45%) Ruby
3 109 (40.82%) Perl
4 88 (32.96%) JavaScript
5 83 (31.09%) Agile Software Development
6 82 (30.71%) Degree
7 79 (29.59%) SQL
8 77 (28.84%) Java
9 73 (27.34%) Amazon AWS
10 72 (26.97%) C++
11 70 (26.22%) VMware
12 67 (25.09%) Computer Science
13 63 (23.60%) DevOps
14 62 (23.22%) HTML
15 54 (20.22%) OpenStack
16 48 (17.98%) nginx
17 47 (17.60%) Data Protection
17 47 (17.60%) Firewall
18 46 (17.23%) Web Services
18 46 (17.23%) Git (software)
18 46 (17.23%) QA
19 45 (16.85%) Big Data
19 45 (16.85%) Jenkins
19 45 (16.85%) Retail
20 44 (16.48%) Open Source
21 42 (15.73%) Bash Shell
21 42 (15.73%) CSS
21 42 (15.73%) Red Hat
22 41 (15.36%) PHP
22 41 (15.36%) Node.js

Python
Top Related IT Skills in Reading 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 54 (20.22%) OpenStack
2 48 (17.98%) nginx
3 41 (15.36%) Node.js
4 35 (13.11%) JBoss
5 29 (10.86%) Apache
6 17 (6.37%) Elasticsearch
7 14 (5.24%) Tomcat
8 11 (4.12%) WebLogic
9 8 (3.00%) GeoServer
9 8 (3.00%) Oracle Spatial
10 7 (2.62%) Drupal
11 6 (2.25%) Eucalyptus
12 4 (1.50%) CloudStack
13 3 (1.12%) IIS
13 3 (1.12%) SharePoint
14 2 (0.75%) SAS
15 1 (0.37%) CMS
15 1 (0.37%) IBM HTTP Server
15 1 (0.37%) WebSphere
15 1 (0.37%) WebSphere Application Server
Applications
1 2 (0.75%) MS Excel
Business Applications
1 1 (0.37%) Magento
1 1 (0.37%) Odoo
Cloud Services
1 73 (27.34%) Amazon AWS
2 35 (13.11%) SaaS
3 33 (12.36%) Microsoft Azure
4 15 (5.62%) PaaS
5 13 (4.87%) OpenShift
6 10 (3.75%) IaaS
7 3 (1.12%) Amazon EC2
8 1 (0.37%) Force.com
8 1 (0.37%) GitHub
8 1 (0.37%) Heroku
Communications & Networking
1 47 (17.60%) Firewall
2 37 (13.86%) DNS
3 32 (11.99%) TCP/IP
4 27 (10.11%) HTTP
5 24 (8.99%) Cisco Nexus
6 20 (7.49%) Cisco IOS
6 20 (7.49%) SSL
7 13 (4.87%) IPv4
7 13 (4.87%) LDAP
7 13 (4.87%) SMTP
8 12 (4.49%) Internet
9 8 (3.00%) Fibre Channel
10 5 (1.87%) BGP
10 5 (1.87%) IPsec
10 5 (1.87%) MPLS
10 5 (1.87%) OSPF
10 5 (1.87%) VPN
10 5 (1.87%) WAN
11 4 (1.50%) Intrusion Detection
11 4 (1.50%) Wireless
Database & Business Intelligence
1 45 (16.85%) Big Data
2 36 (13.48%) Hadoop
3 35 (13.11%) PostgreSQL
4 26 (9.74%) NoSQL
5 21 (7.87%) MySQL
6 15 (5.62%) Apache Cassandra
7 14 (5.24%) GIS
8 10 (3.75%) MongoDB
8 10 (3.75%) Redis
9 9 (3.37%) Relational Database
10 8 (3.00%) RDBMS
10 8 (3.00%) Riak
11 6 (2.25%) DataStage
11 6 (2.25%) IBM InfoSphere
11 6 (2.25%) QualityStage
12 4 (1.50%) SQL Server
13 3 (1.12%) Data Warehouse
14 1 (0.37%) CouchDB
14 1 (0.37%) Neo4j
14 1 (0.37%) SQLite
Development Applications
1 46 (17.23%) Git (software)
2 45 (16.85%) Jenkins
3 26 (9.74%) Atlassian Bamboo
4 23 (8.61%) Subversion
5 12 (4.49%) Ant
5 12 (4.49%) ERwin
5 12 (4.49%) JIRA
5 12 (4.49%) Selenium
6 10 (3.75%) Maven
7 8 (3.00%) Bugzilla
7 8 (3.00%) Trac
8 5 (1.87%) Sonatype Nexus
9 3 (1.12%) Artifactory
9 3 (1.12%) LoadRunner
9 3 (1.12%) TeamCity
10 2 (0.75%) Appium
10 2 (0.75%) MSBuild
10 2 (0.75%) Ranorex
10 2 (0.75%) SonarQube
11 1 (0.37%) Capybara
General
1 45 (16.85%) Retail
2 31 (11.61%) Finance
3 10 (3.75%) Marketing
4 9 (3.37%) Telecoms
5 6 (2.25%) Pharmaceutical
6 5 (1.87%) Banking
7 1 (0.37%) Law
7 1 (0.37%) Manufacturing
Job Titles
1 118 (44.19%) Developer
2 49 (18.35%) Python Developer
3 34 (12.73%) C++ Developer
4 22 (8.24%) PHP Developer
5 20 (7.49%) Linux Engineer
6 18 (6.74%) Administrator
6 18 (6.74%) Cloud Engineer
6 18 (6.74%) DevOps Engineer
6 18 (6.74%) HTML Developer
6 18 (6.74%) Linux Administrator
6 18 (6.74%) Support Engineer
7 17 (6.37%) Linux Developer
8 16 (5.99%) Java Developer
9 14 (5.24%) JavaScript Developer
9 14 (5.24%) Senior Developer
10 13 (4.87%) HTML CSS Developer
10 13 (4.87%) SQL Developer
10 13 (4.87%) VMware Engineer
11 12 (4.49%) PHP Zend Developer
11 12 (4.49%) Ruby Developer
Libraries, Frameworks & Software Standards
1 62 (23.22%) HTML
2 46 (17.23%) Web Services
3 42 (15.73%) CSS
4 37 (13.86%) AngularJS
5 31 (11.61%) LAMP
6 17 (6.37%) LEMP Stack
7 16 (5.99%) JSON
8 15 (5.62%) Boost C++ Libraries
8 15 (5.62%) REST
9 14 (5.24%) STL
10 12 (4.49%) Symfony
10 12 (4.49%) WebSockets
11 11 (4.12%) .NET
11 11 (4.12%) jQuery
11 11 (4.12%) MCollective
11 11 (4.12%) Twitter Bootstrap
12 9 (3.37%) Sensu
12 9 (3.37%) XML
13 8 (3.00%) Kafka
13 8 (3.00%) PostGIS
Miscellaneous
1 67 (25.09%) Computer Science
2 28 (10.49%) Visualisation
3 20 (7.49%) EMC VNX
4 18 (6.74%) Analytical Skills
4 18 (6.74%) Data Structures
4 18 (6.74%) Mobile App
4 18 (6.74%) Smart Meter
5 14 (5.24%) Data Centre
6 10 (3.75%) Management Information System
7 8 (3.00%) PKI
8 6 (2.25%) Cyber Attack
8 6 (2.25%) Data Extraction
8 6 (2.25%) SCADA
9 4 (1.50%) iPad
10 3 (1.12%) EqualLogic
10 3 (1.12%) Statistics
10 3 (1.12%) User Experience
11 2 (0.75%) Blog
11 2 (0.75%) Mathematics
11 2 (0.75%) Physics
Operating Systems
1 158 (59.18%) Linux
2 34 (12.73%) Windows
3 23 (8.61%) Unix
4 16 (5.99%) CentOS
5 11 (4.12%) Red Hat Enterprise Linux
5 11 (4.12%) Ubuntu
6 8 (3.00%) Windows Server
7 3 (1.12%) Debian
7 3 (1.12%) FreeBSD
7 3 (1.12%) OpenBSD
8 1 (0.37%) SUSE Linux Enterprise Server
Processes & Methodologies
1 83 (31.09%) Agile Software Development
2 63 (23.60%) DevOps
3 47 (17.60%) Data Protection
4 44 (16.48%) Open Source
5 41 (15.36%) Cybersecurity
6 40 (14.98%) Data Management
7 35 (13.11%) Scrum
8 33 (12.36%) Configuration Management
9 31 (11.61%) Software Engineering
10 28 (10.49%) Customer Engagement
10 28 (10.49%) Data Visualisation
11 27 (10.11%) Data Modelling
11 27 (10.11%) High Availability
12 25 (9.36%) Capacity Planning
13 24 (8.99%) Data Analysis
13 24 (8.99%) ITIL
14 23 (8.61%) Mentoring
15 22 (8.24%) Business Intelligence
16 20 (7.49%) TDD
17 19 (7.12%) MVC
Programming Languages
1 116 (43.45%) Ruby
2 109 (40.82%) Perl
3 88 (32.96%) JavaScript
4 79 (29.59%) SQL
5 77 (28.84%) Java
6 72 (26.97%) C++
7 42 (15.73%) Bash Shell
8 41 (15.36%) PHP
9 28 (10.49%) PowerShell
10 25 (9.36%) C#
11 24 (8.99%) Shell Script
12 20 (7.49%) R
13 8 (3.00%) C
14 6 (2.25%) Groovy
15 5 (1.87%) Scala
16 3 (1.12%) Go
17 2 (0.75%) Assembly Language
17 2 (0.75%) VB
17 2 (0.75%) VBScript
18 1 (0.37%) Tcl
Qualifications
1 82 (30.71%) Degree
2 29 (10.86%) Security Cleared
3 13 (4.87%) ITIL Certification
4 11 (4.12%) SC Cleared
5 5 (1.87%) CCIE
5 5 (1.87%) Cisco Certification
6 3 (1.12%) CCSP
6 3 (1.12%) JNCIA
7 2 (0.75%) CCIP
7 2 (0.75%) CCNP
7 2 (0.75%) JNCIP
8 1 (0.37%) CISSP
8 1 (0.37%) GCIA
8 1 (0.37%) GCIH
8 1 (0.37%) SANS
Quality Assurance & Compliance
1 46 (17.23%) QA
2 1 (0.37%) HIPAA
2 1 (0.37%) Sarbanes-Oxley
2 1 (0.37%) SDET
System Software
1 40 (14.98%) VMware Infrastructure
2 37 (13.86%) Docker
3 25 (9.36%) vSphere
4 20 (7.49%) VMware ESX
5 19 (7.12%) Hyper-V
6 13 (4.87%) KVM
7 12 (4.49%) Apache ZooKeeper
8 11 (4.12%) qmail
8 11 (4.12%) Squid
9 10 (3.75%) VirtualBox
10 9 (3.37%) Active Directory
11 8 (3.00%) HDFS
11 8 (3.00%) VMware ESXi
12 6 (2.25%) GlusterFS
12 6 (2.25%) Varnish
13 3 (1.12%) Ceph
13 3 (1.12%) QEMU
14 2 (0.75%) iptables
Systems Management
1 39 (14.61%) Opscode Chef
2 32 (11.99%) Puppet
3 21 (7.87%) Red Hat Spacewalk
3 21 (7.87%) SCCM
3 21 (7.87%) WSUS
4 17 (6.37%) Cacti
4 17 (6.37%) Ganglia
4 17 (6.37%) Nagios
5 16 (5.99%) logstash
6 14 (5.24%) Graphite
6 14 (5.24%) Kibana
7 11 (4.12%) collectd
7 11 (4.12%) ZABBIX
8 8 (3.00%) Ambari
8 8 (3.00%) Hadoop YARN
9 7 (2.62%) Ansible
10 6 (2.25%) OpenView
10 6 (2.25%) OpenView Configuration Management
11 3 (1.12%) Ganeti
11 3 (1.12%) Kubernetes
Vendors
1 70 (26.22%) VMware
2 42 (15.73%) Red Hat
3 30 (11.24%) Cisco
4 27 (10.11%) F5
5 24 (8.99%) Qualys
6 22 (8.24%) Splunk
7 20 (7.49%) EMC
8 12 (4.49%) Zend
9 11 (4.12%) Citrix
10 10 (3.75%) Juniper
10 10 (3.75%) Oracle
11 7 (2.62%) Microsoft
12 6 (2.25%) BMC
12 6 (2.25%) ESRI
12 6 (2.25%) SAP
13 4 (1.50%) Forcepoint
14 3 (1.12%) NetApp
14 3 (1.12%) Nimble Storage
14 3 (1.12%) Sourcefire
15 2 (0.75%) Symantec
Reading, Berkshire
Randstad Technologies
Salary: £45000.00 - £60000.00 per annum + Bonus & Flexi-working
Posted: 2 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits are on offer
Posted: 17 hours ago
Reading, Berkshire
Heat Recruitment
Salary: From £45,000 to £55,000 per annum
Posted: 2 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits are on offer
Posted: 17 hours ago
Reading, Berkshire
IT Connections
Salary: £30,000 to £40,000
Posted: 2 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: Yesterday
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: Yesterday
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: Yesterday
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits package on offer
Posted: 18 hours ago
Reading, Berkshire
Capita Resourcing - IT Resourcing
Salary: £40000 - £60000 per annum + benefits
Posted: 2 days ago
Reading, Berkshire
Client Server
Salary: £50k to £65k + stock + benefits
Posted: 2 days ago
Reading, Berkshire
Optima Connections
Salary: From £45,000 to £65,000 per annum + Bonus + Benefits
Posted: 2 days ago
Reading, Berkshire
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 3 days ago
Reading, Berkshire
Optima Connections
Salary: From £45,000 to £55,000 per annum + Benefits
Posted: 4 days ago
Reading, Berkshire
Axica Recruitment
Salary: £45k - £55k Per Annum Upto £55k DOE + Benefits!
Posted: 2 days ago
Reading, Berkshire
Coal IT Services
Salary: From £65,000 to £70,000 per annum Excelent Package + Bonus
Posted: 3 days ago
Reading, Berkshire
Optima Connections
Salary: From £45,000 to £55,000 per annum + Benefits
Posted: 4 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits are on offer
Posted: 17 hours ago
Reading, Berkshire
Austin Fraser
Salary: £50000.00 - £60000.00 per annum + Bens
Posted: 4 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: Yesterday
Reading, Berkshire
Searchability
Salary: £40000 - £45000 per annum + market leading benefits
Posted: 6 days ago
Reading
Progressive Recruitment
Salary: competitive
Posted: 19 days ago
Reading
Client Server
Salary: £60k to £75k + stock + benefits
Posted: 10 days ago
Reading
Client Server
Salary: £50k to £60k + stock + benefits
Posted: 10 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 4 days ago
Reading, Berkshire
Verticality Ltd
Salary: £65000 - £75000 per annum, Benefits 10% Bonus, Training Bursary, Pensi
Posted: 6 days ago
Reading
Client Server
Salary: £50k to £60k + stock + benefits
Posted: 18 days ago
Reading
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 12 days ago
Reading
Client Server
Salary: £60k to £75k + stock + benefits
Posted: 19 days ago
Reading, Berkshire
CGI
Salary: £35000 - £55000 per annum
Posted: 18 days ago