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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Python
Berkshire / Reading
Rank 18 30 88
Rank change year-on-year
+12 +58
Permanent jobs citing Python 136 157 53
As % of all permanent IT jobs located in Reading 9.94% 7.32% 2.28%
As % of the Programming Languages category 21.97% 18.71% 7.10%
Number of salaries quoted 122 147 50
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £40,000 £30,000 £37,500
10% offered a salary of more than £70,000 £62,500 £82,500
UK excluding London median salary £45,000 £45,000 £45,000

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
619 839 746
As % of all permanent IT jobs located in Reading 45.25% 39.10% 32.13%
Number of salaries quoted 521 750 605
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £27,500 £30,000 £30,000
10% offered a salary of more than £65,000 £70,000 £62,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 24 January 2017.

Python Salary Histogram in Reading

Python
Top 30 Related IT Skills in Reading

For the 6 months to 24 January 2017, 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.

1 172 (69.92%) Linux
2 124 (50.41%) Bash Shell
3 102 (41.46%) Perl
4 89 (36.18%) Java
5 79 (32.11%) DevOps
6 78 (31.71%) JavaScript
7 73 (29.67%) PHP
8 70 (28.46%) Amazon AWS
9 66 (26.83%) Unix
10 63 (25.61%) SaaS
10 63 (25.61%) Git (software)
11 61 (24.80%) Puppet
11 61 (24.80%) HTML
12 60 (24.39%) Windows
12 60 (24.39%) Red Hat
13 57 (23.17%) Finance
14 56 (22.76%) Opscode Chef
15 53 (21.54%) MySQL
16 52 (21.14%) SQL
17 51 (20.73%) Agile Software Development
18 50 (20.33%) CSS
18 50 (20.33%) Open Source
19 42 (17.07%) Red Hat Enterprise Linux
19 42 (17.07%) Ruby
20 41 (16.67%) VMware
21 38 (15.45%) Continuous Integration
22 36 (14.63%) CentOS
22 36 (14.63%) AngularJS
22 36 (14.63%) QA
22 36 (14.63%) Apache

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 36 (14.63%) Apache
2 32 (13.01%) Drupal
3 22 (8.94%) nginx
4 18 (7.32%) Elasticsearch
5 15 (6.10%) WordPress
6 14 (5.69%) OpenStack
7 12 (4.88%) Tomcat
8 11 (4.47%) Eucalyptus
9 8 (3.25%) JBoss
10 6 (2.44%) WebSphere
11 4 (1.63%) IIS
12 3 (1.22%) Confluence
12 3 (1.22%) MQSeries
12 3 (1.22%) Oracle SOA Suite
12 3 (1.22%) WebLogic
13 2 (0.81%) MS Exchange
14 1 (0.41%) Apache Pig
14 1 (0.41%) Apache Spark
14 1 (0.41%) Exchange Server 2010
Applications
1 3 (1.22%) MS PowerPoint
1 3 (1.22%) MS Visio
2 1 (0.41%) MS Office
Business Applications
1 6 (2.44%) Magento
Cloud Services
1 70 (28.46%) Amazon AWS
2 63 (25.61%) SaaS
3 17 (6.91%) Amazon EC2
4 14 (5.69%) Cloud Computing
5 11 (4.47%) PaaS
6 9 (3.66%) OpenShift
7 7 (2.85%) IaaS
8 6 (2.44%) Microsoft Azure
9 4 (1.63%) Oracle CX
10 3 (1.22%) Force.com
11 2 (0.81%) Amazon CloudWatch
11 2 (0.81%) Amazon ELB
11 2 (0.81%) Amazon S3
11 2 (0.81%) AWS CloudFormation
11 2 (0.81%) Route 53
11 2 (0.81%) Virtual Private Cloud
12 1 (0.41%) GitHub
Communications & Networking
1 19 (7.72%) TCP/IP
2 18 (7.32%) HTTP
3 15 (6.10%) Firewall
3 15 (6.10%) MPLS
4 10 (4.07%) Cisco IOS
4 10 (4.07%) Cisco Nexus
4 10 (4.07%) DNS
4 10 (4.07%) SSL
5 9 (3.66%) BGP
6 8 (3.25%) SMTP
7 7 (2.85%) Cisco ASA
7 7 (2.85%) IPv4
7 7 (2.85%) SSH
8 6 (2.44%) IPv6
8 6 (2.44%) LAN
8 6 (2.44%) VLAN
8 6 (2.44%) Wireless
9 5 (2.03%) Broadband
9 5 (2.03%) WAN
9 5 (2.03%) WLAN
Database & Business Intelligence
1 53 (21.54%) MySQL
2 25 (10.16%) Hadoop
3 22 (8.94%) PostgreSQL
4 20 (8.13%) MongoDB
5 17 (6.91%) Apache Cassandra
6 16 (6.50%) Big Data
7 12 (4.88%) NoSQL
8 8 (3.25%) Neo4j
8 8 (3.25%) SQL Server
9 7 (2.85%) Pentaho
9 7 (2.85%) Redis
10 6 (2.44%) Riak
11 4 (1.63%) MariaDB
11 4 (1.63%) Relational Database
12 2 (0.81%) RDBMS
13 1 (0.41%) Apache Accumulo
13 1 (0.41%) Apache Hive
13 1 (0.41%) DB2
13 1 (0.41%) OrientDB
13 1 (0.41%) SQL Server 2008
Development Applications
1 63 (25.61%) Git (software)
2 30 (12.20%) Subversion
3 29 (11.79%) Jenkins
4 23 (9.35%) Maven
5 22 (8.94%) JIRA
6 19 (7.72%) Ant
7 9 (3.66%) JUnit
8 7 (2.85%) Bugzilla
8 7 (2.85%) Selenium
8 7 (2.85%) Sonatype Nexus
8 7 (2.85%) Talend Open Studio
8 7 (2.85%) Trac
9 5 (2.03%) Atlassian Bamboo
9 5 (2.03%) SonarQube
9 5 (2.03%) Visual Studio
10 4 (1.63%) JMeter
10 4 (1.63%) LoadRunner
11 3 (1.22%) Vagrant
12 2 (0.81%) Apache Ivy
12 2 (0.81%) Gradle
General
1 57 (23.17%) Finance
2 26 (10.57%) Banking
3 7 (2.85%) Telecoms
4 6 (2.44%) Retail
5 5 (2.03%) Manufacturing
6 4 (1.63%) Electronics
7 3 (1.22%) Advertising
7 3 (1.22%) Billing
8 2 (0.81%) Back Office
8 2 (0.81%) Marketing
9 1 (0.41%) Military
Job Titles
1 90 (36.59%) Developer
2 63 (25.61%) Cloud Engineer
3 60 (24.39%) Linux Engineer
4 45 (18.29%) DevOps Engineer
5 34 (13.82%) Linux/Unix DevOps
6 32 (13.01%) Administrator
7 29 (11.79%) AWS Engineer
7 29 (11.79%) Linux DevOps Engineer
8 28 (11.38%) Linux Administrator
9 25 (10.16%) Senior Cloud Engineer
10 24 (9.76%) Senior Linux Engineer
11 23 (9.35%) Systems Engineer
12 22 (8.94%) Support Engineer
13 21 (8.54%) Cloud Administrator
14 18 (7.32%) Consultant
14 18 (7.32%) Python Developer
15 17 (6.91%) Open Source Developer
16 16 (6.50%) Senior Linux Administrator
17 15 (6.10%) PHP Developer
17 15 (6.10%) Software Developer
Libraries, Frameworks & Software Standards
1 61 (24.80%) HTML
2 50 (20.33%) CSS
3 36 (14.63%) AngularJS
4 33 (13.41%) LAMP
5 29 (11.79%) jQuery
6 28 (11.38%) Web Services
7 26 (10.57%) JSON
8 21 (8.54%) Node.js
9 16 (6.50%) LEMP Stack
10 15 (6.10%) CodeIgniter
10 15 (6.10%) D3.js
11 14 (5.69%) REST
11 14 (5.69%) WebSockets
11 14 (5.69%) XML
12 11 (4.47%) RabbitMQ
12 11 (4.47%) Sensu
12 11 (4.47%) Twitter Bootstrap
13 10 (4.07%) Spring
13 10 (4.07%) Symfony
14 9 (3.66%) SOAP
Miscellaneous
1 25 (10.16%) Computer Science
2 22 (8.94%) Analytical Skills
3 19 (7.72%) Data Centre
4 14 (5.69%) Fintech
5 11 (4.47%) Enterprise Cloud
6 8 (3.25%) Mathematics
7 7 (2.85%) Cyber Attack
8 6 (2.44%) Mobile App
8 6 (2.44%) PKI
9 5 (2.03%) EMC VNX
10 4 (1.63%) Physics
10 4 (1.63%) Virtual Team
11 3 (1.22%) Distributed Denial-of-Service
12 2 (0.81%) Blog
12 2 (0.81%) Client/Server
12 2 (0.81%) Cyber Defence
12 2 (0.81%) Driving Licence
12 2 (0.81%) Hybrid Cloud
12 2 (0.81%) IVR
12 2 (0.81%) Visualisation
Operating Systems
1 172 (69.92%) Linux
2 66 (26.83%) Unix
3 60 (24.39%) Windows
4 42 (17.07%) Red Hat Enterprise Linux
5 36 (14.63%) CentOS
6 21 (8.54%) Windows Server
7 19 (7.72%) Ubuntu
8 16 (6.50%) Debian
9 5 (2.03%) Windows Server 2012
10 4 (1.63%) Oracle Linux
10 4 (1.63%) Windows 8
10 4 (1.63%) Windows Server 2003
11 3 (1.22%) VMS
12 1 (0.41%) Android
12 1 (0.41%) Apple iOS
12 1 (0.41%) Mac OS X
12 1 (0.41%) Windows Server 2008
Processes & Methodologies
1 79 (32.11%) DevOps
2 51 (20.73%) Agile Software Development
3 50 (20.33%) Open Source
4 38 (15.45%) Continuous Integration
5 30 (12.20%) Open Source Development
6 29 (11.79%) Configuration Management
7 28 (11.38%) Data Protection
8 26 (10.57%) Scrum
9 25 (10.16%) TDD
10 24 (9.76%) Mentoring
10 24 (9.76%) Software Engineering
11 21 (8.54%) OOP
12 20 (8.13%) Migration
13 18 (7.32%) OO
14 14 (5.69%) High Availability
15 13 (5.28%) Continuous Delivery
15 13 (5.28%) SOA
16 12 (4.88%) BDD
16 12 (4.88%) Logistics
16 12 (4.88%) Presales
Programming Languages
1 124 (50.41%) Bash Shell
2 102 (41.46%) Perl
3 89 (36.18%) Java
4 78 (31.71%) JavaScript
5 73 (29.67%) PHP
6 52 (21.14%) SQL
7 42 (17.07%) Ruby
8 33 (13.41%) C++
9 31 (12.60%) Shell Script
10 24 (9.76%) C#
11 21 (8.54%) C
12 13 (5.28%) Groovy
13 12 (4.88%) PowerShell
14 10 (4.07%) Tcl
15 7 (2.85%) Jython
16 4 (1.63%) MATLAB
17 3 (1.22%) PL/SQL
17 3 (1.22%) Scala
18 2 (0.81%) Apex Code
18 2 (0.81%) Go
Qualifications
1 35 (14.23%) Degree
2 21 (8.54%) Security Cleared
3 20 (8.13%) AWS Certification
4 18 (7.32%) SC Cleared
5 10 (4.07%) ITIL Certification
6 9 (3.66%) CCIE
6 9 (3.66%) Cisco Certification
7 7 (2.85%) CCNP
8 5 (2.03%) JNCIE
9 4 (1.63%) CCNA
10 3 (1.22%) CCVP
10 3 (1.22%) CISSP
10 3 (1.22%) JNCIP
11 1 (0.41%) CEH
11 1 (0.41%) OSCP
Quality Assurance & Compliance
1 36 (14.63%) QA
2 4 (1.63%) HIPAA
2 4 (1.63%) Sarbanes-Oxley
3 1 (0.41%) ISO 9001
3 1 (0.41%) ISO/IEC 27001
3 1 (0.41%) PCI DSS
3 1 (0.41%) SDET
System Software
1 31 (12.60%) VMware Infrastructure
2 16 (6.50%) Hyper-V
3 15 (6.10%) Apache ZooKeeper
4 13 (5.28%) Docker
5 12 (4.88%) KVM
6 11 (4.47%) GlusterFS
6 11 (4.47%) Varnish
7 10 (4.07%) vSphere
8 7 (2.85%) VirtualBox
8 7 (2.85%) VMware ESXi
9 6 (2.44%) HDFS
9 6 (2.44%) Virtual Machines
9 6 (2.44%) Xen
9 6 (2.44%) XenServer
10 5 (2.03%) vCloud
11 4 (1.63%) VMware ESX
12 1 (0.41%) Active Directory
Systems Management
1 61 (24.80%) Puppet
2 56 (22.76%) Opscode Chef
3 15 (6.10%) Ansible
4 14 (5.69%) Nagios
5 12 (4.88%) Kibana
6 11 (4.47%) Cacti
6 11 (4.47%) Ganglia
6 11 (4.47%) OpenView
6 11 (4.47%) OpenView Configuration Management
7 10 (4.07%) Salt
7 10 (4.07%) WSUS
8 9 (3.66%) Red Hat Spacewalk
8 9 (3.66%) SCCM
9 7 (2.85%) Graphite
9 7 (2.85%) Hadoop YARN
10 6 (2.44%) Ambari
11 5 (2.03%) ZABBIX
12 4 (1.63%) HP Quality Center
12 4 (1.63%) Terraform
12 4 (1.63%) WMI
Vendors
1 60 (24.39%) Red Hat
2 41 (16.67%) VMware
3 29 (11.79%) Oracle
4 21 (8.54%) Cisco
5 17 (6.91%) Sun
6 11 (4.47%) BMC
6 11 (4.47%) Juniper
6 11 (4.47%) Splunk
7 9 (3.66%) Qualys
8 8 (3.25%) F5
8 8 (3.25%) ServiceNow
9 7 (2.85%) Talend
10 6 (2.44%) HP
10 6 (2.44%) Zend
11 5 (2.03%) CheckPoint
11 5 (2.03%) Coverity
11 5 (2.03%) EMC
11 5 (2.03%) Rackspace
12 4 (1.63%) Citrix
12 4 (1.63%) Foundry
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 40,000-55,000
Posted: 11 hours ago
Reading, Berkshire
Opus Recruitment Solutions Ltd
Salary: £30000 - £50000 per annum
Posted: 3 hours ago
Reading
Oracle
Salary: Competitive
Posted: 18 hours ago
Reading, Berkshire
Davanti Solutions
Salary: £45,000 per annum
Posted: 3 hours ago
Reading, Berkshire
Davanti Solutions
Salary: £45,000 per annum
Posted: 3 hours ago
Reading, Berkshire
Searchability
Salary: £30000 - £45000 per annum
Posted: 5 hours ago
Reading, Berkshire
Searchability
Salary: £40000 - £55000 per annum
Posted: 11 hours ago
Reading, Berkshire
Stott & May
Salary: £30000 - £50000 per annum
Posted: Yesterday
Reading, Berkshire
Optima Connections
Salary: From £40,000 to £45,000 per annum + Bonus + Benefits
Posted: Yesterday
Reading, Berkshire
Deanslist Limited
Salary: From £40,000 to £60,000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
Reading, Berkshire
Deanslist Limited
Salary: From £50,000 to £65,000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
Reading, Berkshire
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
Reading, Berkshire
Verticality Ltd
Salary: £40000 - £50000 per annum
Posted: Yesterday
Reading, Berkshire
83Zero
Salary: From £55,000 to £60,000 per annum
Posted: Yesterday
Reading, Berkshire
Optima Connections
Salary: Up to £75,000 per annum + Bonus + Benefits
Posted: Yesterday
Reading, Berkshire
Verticality Ltd
Salary: £60000 - £75000 per annum, Benefits 10% Bonus + Excellent Package
Posted: Yesterday
Reading, Berkshire
Austin Fraser
Salary: £40000.00 - £45000.00 per annum
Posted: 4 days ago
Reading, Berkshire
Stott & May
Salary: £40000 - £65000 per annum
Posted: 2 days ago
Reading, Berkshire
IntaPeople
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Reading, Berkshire
Deanslist Limited
Salary: From £50,000 to £65,000 per annum + Bonus + Excellent Benefits
Posted: 5 days ago
Reading, Berkshire
ECMWF
Salary: Competitive Salary
Posted: 4 days ago
Reading, Berkshire
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + benefits
Posted: 5 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 5 days ago
Reading, Berkshire
SmarTech Group
Salary: From £25,000 to £50,000 per annum
Posted: 8 days ago
Reading, Berkshire
Veritas Technologies (Uk) Ltd
Salary: Competitive
Posted: 21 days ago
Reading
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 19 days ago