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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Python
Rank 30 37 106
Rank change year-on-year
+7 +69
Permanent jobs citing Python 114 148 48
As % of all permanent IT jobs located in Reading 6.93% 6.06% 1.81%
As % of the Programming Languages category 17.33% 15.15% 6.54%
Number of salaries quoted 104 126 47
Median salary £51,500 £52,500 £50,000
Median salary % change year-on-year
-1.90% +5.00%
90% offered a salary of more than £31,500 £33,750 £37,500
10% offered a salary of more than £70,000 £67,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
658 977 734
As % of all permanent IT jobs located in Reading 40.00% 40.01% 27.68%
Number of salaries quoted 566 884 571
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 5 December 2016.

Python Salary Histogram in Reading

Python
Top 30 Related IT Skills in Reading

For the 6 months to 5 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 Reading region with a requirement for Python.

1 183 (67.53%) Linux
2 145 (53.51%) Bash Shell
3 142 (52.40%) Perl
4 101 (37.27%) Java
5 99 (36.53%) PHP
6 90 (33.21%) JavaScript
7 88 (32.47%) DevOps
8 85 (31.37%) Git (software)
9 82 (30.26%) HTML
10 79 (29.15%) Agile Software Development
11 74 (27.31%) Amazon AWS
12 72 (26.57%) Puppet
12 72 (26.57%) Windows
13 69 (25.46%) VMware
14 68 (25.09%) Ruby
14 68 (25.09%) Opscode Chef
15 65 (23.99%) SQL
16 62 (22.88%) Unix
16 62 (22.88%) CSS
17 60 (22.14%) Configuration Management
18 58 (21.40%) Subversion
19 57 (21.03%) LAMP
19 57 (21.03%) MySQL
19 57 (21.03%) C++
20 56 (20.66%) VMware Infrastructure
21 55 (20.30%) Open Source
22 54 (19.93%) Red Hat
23 51 (18.82%) SaaS
24 50 (18.45%) TDD
25 47 (17.34%) Finance

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 46 (16.97%) Apache
2 38 (14.02%) Drupal
3 29 (10.70%) nginx
4 19 (7.01%) Elasticsearch
5 18 (6.64%) Eucalyptus
6 15 (5.54%) OpenStack
6 15 (5.54%) Tomcat
7 13 (4.80%) JBoss
8 11 (4.06%) WebSphere
9 9 (3.32%) IIS
9 9 (3.32%) WordPress
10 8 (2.95%) MQSeries
10 8 (2.95%) WebLogic
11 6 (2.21%) Oracle SOA Suite
12 3 (1.11%) Confluence
13 2 (0.74%) MS Exchange
14 1 (0.37%) Apache Pig
14 1 (0.37%) CloudStack
14 1 (0.37%) Exchange Server 2010
Applications
1 3 (1.11%) MS PowerPoint
1 3 (1.11%) MS Visio
2 1 (0.37%) MS Excel
2 1 (0.37%) MS Office
Business Applications
1 11 (4.06%) Magento
Cloud Services
1 74 (27.31%) Amazon AWS
2 51 (18.82%) SaaS
3 28 (10.33%) Amazon EC2
4 15 (5.54%) PaaS
5 14 (5.17%) OpenShift
6 12 (4.43%) Cloud Computing
7 8 (2.95%) Microsoft Azure
8 7 (2.58%) IaaS
9 3 (1.11%) Amazon CloudWatch
9 3 (1.11%) Amazon ELB
9 3 (1.11%) Amazon S3
9 3 (1.11%) AWS CloudFormation
9 3 (1.11%) Force.com
9 3 (1.11%) Route 53
9 3 (1.11%) Virtual Private Cloud
10 1 (0.37%) GitHub
10 1 (0.37%) Oracle CX
Communications & Networking
1 24 (8.86%) TCP/IP
2 21 (7.75%) HTTP
3 15 (5.54%) MPLS
4 13 (4.80%) Firewall
5 12 (4.43%) Cisco IOS
5 12 (4.43%) Cisco Nexus
6 11 (4.06%) DNS
7 10 (3.69%) BGP
8 9 (3.32%) SSL
9 8 (2.95%) LDAP
9 8 (2.95%) SMTP
10 7 (2.58%) Cisco ASA
10 7 (2.58%) IPv4
11 6 (2.21%) Broadband
11 6 (2.21%) VLAN
12 5 (1.85%) CTI
12 5 (1.85%) FTP
12 5 (1.85%) Internet
12 5 (1.85%) OSPF
12 5 (1.85%) WAN
Database & Business Intelligence
1 57 (21.03%) MySQL
2 18 (6.64%) Apache Cassandra
2 18 (6.64%) Hadoop
3 17 (6.27%) MongoDB
3 17 (6.27%) PostgreSQL
4 13 (4.80%) Big Data
5 11 (4.06%) SQL Server
6 6 (2.21%) NoSQL
6 6 (2.21%) Redis
6 6 (2.21%) Relational Database
6 6 (2.21%) Riak
7 5 (1.85%) MariaDB
8 4 (1.48%) Neo4j
9 3 (1.11%) Pentaho
10 2 (0.74%) RDBMS
11 1 (0.37%) Amazon Redshift
11 1 (0.37%) Apache Accumulo
11 1 (0.37%) Apache Hive
11 1 (0.37%) OrientDB
11 1 (0.37%) SQL Server 2008
Development Applications
1 85 (31.37%) Git (software)
2 58 (21.40%) Subversion
3 43 (15.87%) Jenkins
3 43 (15.87%) JIRA
4 32 (11.81%) Maven
5 29 (10.70%) Ant
6 23 (8.49%) Sonatype Nexus
7 20 (7.38%) SonarQube
8 12 (4.43%) Atlassian Bamboo
9 9 (3.32%) JUnit
9 9 (3.32%) Selenium
10 8 (2.95%) TeamCity
11 7 (2.58%) Bugzilla
11 7 (2.58%) Trac
12 5 (1.85%) Visual Studio
13 4 (1.48%) JMeter
13 4 (1.48%) LoadRunner
14 3 (1.11%) FishEye
14 3 (1.11%) Talend Open Studio
14 3 (1.11%) WebDriver
General
1 47 (17.34%) Finance
2 18 (6.64%) Banking
3 9 (3.32%) Telecoms
4 7 (2.58%) Retail
5 4 (1.48%) Billing
6 3 (1.11%) Back Office
6 3 (1.11%) Electronics
6 3 (1.11%) Manufacturing
7 2 (0.74%) Advertising
8 1 (0.37%) Marketing
Job Titles
1 95 (35.06%) Developer
2 57 (21.03%) DevOps Engineer
3 55 (20.30%) Linux Engineer
4 54 (19.93%) Cloud Engineer
5 36 (13.28%) Python Developer
6 35 (12.92%) PHP Developer
7 33 (12.18%) AWS Engineer
8 31 (11.44%) Systems Engineer
9 27 (9.96%) Linux/Unix DevOps
10 22 (8.12%) Linux DevOps Engineer
10 22 (8.12%) Support Engineer
11 21 (7.75%) Administrator
11 21 (7.75%) HTML Developer
11 21 (7.75%) Ruby Developer
12 20 (7.38%) PHP Zend Developer
13 19 (7.01%) HTML CSS Developer
13 19 (7.01%) PHP Symfony Developer
13 19 (7.01%) SQL Developer
13 19 (7.01%) Symfony Developer
14 18 (6.64%) Consultant
Libraries, Frameworks & Software Standards
1 82 (30.26%) HTML
2 62 (22.88%) CSS
3 57 (21.03%) LAMP
4 45 (16.61%) JSON
5 41 (15.13%) Web Services
6 33 (12.18%) AngularJS
7 30 (11.07%) Symfony
8 27 (9.96%) jQuery
9 23 (8.49%) LEMP Stack
10 20 (7.38%) Node.js
11 19 (7.01%) Sensu
12 14 (5.17%) Middleware
12 14 (5.17%) REST
12 14 (5.17%) WebSockets
13 13 (4.80%) XML
14 12 (4.43%) SOAP
15 11 (4.06%) D3.js
15 11 (4.06%) Laravel
15 11 (4.06%) RabbitMQ
15 11 (4.06%) Yii
Miscellaneous
1 29 (10.70%) Computer Science
2 21 (7.75%) Analytical Skills
3 18 (6.64%) Data Centre
4 17 (6.27%) Enterprise Cloud
5 7 (2.58%) Cyber Attack
5 7 (2.58%) Fintech
6 6 (2.21%) Mathematics
6 6 (2.21%) Mobile App
6 6 (2.21%) PKI
7 5 (1.85%) EMC VNX
8 4 (1.48%) Physics
9 3 (1.11%) Algorithms
9 3 (1.11%) Blog
9 3 (1.11%) Distributed Denial-of-Service
10 2 (0.74%) Data Structures
10 2 (0.74%) Driving Licence
10 2 (0.74%) Hybrid Cloud
10 2 (0.74%) Private Cloud
10 2 (0.74%) Virtual Team
10 2 (0.74%) Visualisation
Operating Systems
1 183 (67.53%) Linux
2 72 (26.57%) Windows
3 62 (22.88%) Unix
4 43 (15.87%) Red Hat Enterprise Linux
5 31 (11.44%) Windows Server
6 29 (10.70%) CentOS
7 20 (7.38%) Debian
8 18 (6.64%) Ubuntu
9 6 (2.21%) Windows Server 2012
10 5 (1.85%) Windows Server 2003
11 3 (1.11%) Windows 8
12 2 (0.74%) VMS
13 1 (0.37%) Android
13 1 (0.37%) Apple iOS
13 1 (0.37%) FreeBSD
13 1 (0.37%) Mac OS X
13 1 (0.37%) OpenBSD
13 1 (0.37%) Oracle Linux
13 1 (0.37%) Windows Server 2008
Processes & Methodologies
1 88 (32.47%) DevOps
2 79 (29.15%) Agile Software Development
3 60 (22.14%) Configuration Management
4 55 (20.30%) Open Source
5 50 (18.45%) TDD
6 46 (16.97%) Continuous Integration
7 33 (12.18%) OOP
8 31 (11.44%) Mentoring
9 30 (11.07%) Scrum
10 29 (10.70%) Open Source Development
11 28 (10.33%) Data Protection
12 25 (9.23%) Issue Tracking
13 24 (8.86%) MVC
13 24 (8.86%) Software Engineering
14 22 (8.12%) BDD
14 22 (8.12%) Business Intelligence
15 21 (7.75%) Continuous Delivery
16 19 (7.01%) Disaster Recovery
16 19 (7.01%) OO
17 18 (6.64%) Migration
Programming Languages
1 145 (53.51%) Bash Shell
2 142 (52.40%) Perl
3 101 (37.27%) Java
4 99 (36.53%) PHP
5 90 (33.21%) JavaScript
6 68 (25.09%) Ruby
7 65 (23.99%) SQL
8 57 (21.03%) C++
9 33 (12.18%) C#
10 30 (11.07%) Shell Script
11 29 (10.70%) C
12 27 (9.96%) Groovy
13 21 (7.75%) PowerShell
14 13 (4.80%) Tcl
15 6 (2.21%) VBScript
16 3 (1.11%) Jython
16 3 (1.11%) PL/SQL
17 2 (0.74%) Go
18 1 (0.37%) Apex Code
18 1 (0.37%) Scala
Qualifications
1 36 (13.28%) Degree
2 18 (6.64%) AWS Certification
3 15 (5.54%) ITIL Certification
4 13 (4.80%) Security Cleared
5 12 (4.43%) SC Cleared
6 11 (4.06%) Cisco Certification
7 9 (3.32%) CCIE
7 9 (3.32%) CCNP
8 5 (1.85%) JNCIE
9 4 (1.48%) CCNA
10 3 (1.11%) CCVP
10 3 (1.11%) CISSP
10 3 (1.11%) JNCIP
11 2 (0.74%) CCIP
11 2 (0.74%) CEH
11 2 (0.74%) OSCP
12 1 (0.37%) DV Cleared
12 1 (0.37%) GIAC
Quality Assurance & Compliance
1 37 (13.65%) QA
2 9 (3.32%) HIPAA
2 9 (3.32%) Sarbanes-Oxley
3 2 (0.74%) Data Quality
4 1 (0.37%) ISO 9001
4 1 (0.37%) ISO/IEC 27001
4 1 (0.37%) PCI DSS
4 1 (0.37%) SDET
System Software
1 56 (20.66%) VMware Infrastructure
2 36 (13.28%) Hyper-V
3 18 (6.64%) GlusterFS
3 18 (6.64%) Varnish
4 16 (5.90%) vSphere
5 15 (5.54%) Apache ZooKeeper
6 12 (4.43%) Docker
7 10 (3.69%) VMware ESX
8 9 (3.32%) KVM
9 6 (2.21%) HDFS
9 6 (2.21%) VirtualBox
9 6 (2.21%) VMware ESXi
10 5 (1.85%) vCloud
11 4 (1.48%) Xen
12 3 (1.11%) Virtual Machines
12 3 (1.11%) XenServer
13 2 (0.74%) Active Directory
14 1 (0.37%) Ceph
14 1 (0.37%) QEMU
Systems Management
1 72 (26.57%) Puppet
2 68 (25.09%) Opscode Chef
3 20 (7.38%) Nagios
4 19 (7.01%) Kibana
5 18 (6.64%) Cacti
5 18 (6.64%) Ganglia
5 18 (6.64%) OpenView
5 18 (6.64%) OpenView Configuration Management
6 15 (5.54%) WSUS
7 14 (5.17%) Red Hat Spacewalk
7 14 (5.17%) SCCM
8 9 (3.32%) WMI
8 9 (3.32%) yum
9 8 (2.95%) Ansible
10 7 (2.58%) Hadoop YARN
11 6 (2.21%) Ambari
12 5 (1.85%) ZABBIX
13 4 (1.48%) Graphite
13 4 (1.48%) HP Quality Center
13 4 (1.48%) logstash
Vendors
1 69 (25.46%) VMware
2 54 (19.93%) Red Hat
3 29 (10.70%) Cisco
4 22 (8.12%) Oracle
5 21 (7.75%) Coverity
6 20 (7.38%) Zend
7 18 (6.64%) BMC
7 18 (6.64%) Splunk
8 15 (5.54%) Qualys
9 13 (4.80%) Juniper
10 12 (4.43%) ServiceNow
11 9 (3.32%) Microsoft
12 8 (2.95%) Atlassian
12 8 (2.95%) F5
13 7 (2.58%) HP
14 6 (2.21%) Sun
15 5 (1.85%) CheckPoint
15 5 (1.85%) EMC
16 4 (1.48%) Citrix
16 4 (1.48%) SAP
Reading, Berkshire
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + benefits
Posted: 10 hours ago
Reading, Berkshire
Optima Connections
Salary: Up to £75,000 per annum + Bonus + Benefits
Posted: 8 hours ago
Reading, Berkshire
Searchability
Salary: £35000 - £50000 per annum + Benefits
Posted: 3 days ago
Reading, Berkshire
Searchability
Salary: £30000 - £45000 per annum
Posted: 3 days ago
Reading, Berkshire
Austin Fraser
Salary: £45000 - £55000 per annum + Package
Posted: 5 days ago
Reading, Berkshire
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 5 days ago
Reading, Berkshire
Searchability
Salary: £40000 - £45000 per annum + Benefits
Posted: 5 days ago
Reading, Berkshire
Verticality Ltd
Salary: £65000 - £75000 per annum, Benefits 12.5 % Bonus + Excellent Package
Posted: 6 days ago
Reading
Client Server
Salary: £60k to £75k + stock + benefits
Posted: 12 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 12 days ago
Reading
Client Server
Salary: £60k to £75k + stock + benefits
Posted: 21 days ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 26 days ago
Reading
Recruitment Revolution Limited
Salary: Excellent Salary + Company Benefits Package
Posted: 25 days ago