The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Python
England / East Midlands
Rank 47 59 123
Rank change year-on-year +12 +64  
Permanent jobs citing Python 133 131 60
As % of all permanent IT jobs advertised in the East Midlands 4.59% 4.12% 1.81%
As % of the Programming Languages category 7.92% 7.68% 3.51%
Number of salaries quoted 113 107 51
Median salary £40,000 £37,500 £41,500
Median salary % change year-on-year +6.66% -9.63%  
90% offered a salary of more than £30,000 £24,000 £22,500
10% offered a salary of more than £60,000 £50,000 £47,500
UK excluding London median salary £45,000 £45,000 £45,000

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for programming language skills.

Programming Language Skills
East Midlands
Permanent job vacancies with a requirement for programming language skills 1679 1706 1708
As % of all permanent IT job vacancies advertised in the East Midlands 57.96% 53.65% 51.60%
Number of salaries quoted 1403 1433 1490
Median salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.66% -6.25%  
90% offered a salary of more than £25,500 £25,000 £25,000
10% offered a salary of more than £52,800 £47,500 £50,000
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Python
Job Vacancy Trend in the East Midlands

The job posting trend of jobs advertised in the East Midlands citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in the East Midlands

Python
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in the East Midlands.

Salary trend for Python in the East Midlands

Python
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Python in the East Midlands over the 3 months to 26 March 2017.

Salary histogram for Python in the East Midlands

Python
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the East Midlands region over the 3 months to 26 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +3 55 £45,000 +18.42% 2
Derbyshire +33 31 £42,500 +27.81% 1
Leicestershire -26 30 £35,000 -6.66% 2
Northamptonshire +25 9 £40,000 - 5
Lincolnshire - 3 £30,000 - 1
Python
England

Python
Top 30 Related IT Skills in the East Midlands

For the 6 months to 26 March 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 East Midlands region with a requirement for Python.

1 131 (47.12%) Java
2 126 (45.32%) Agile Software Development
3 92 (33.09%) C#
4 82 (29.50%) Big Data
5 80 (28.78%) SQL
6 76 (27.34%) .NET
7 72 (25.90%) C++
8 67 (24.10%) JavaScript
9 64 (23.02%) Linux
10 63 (22.66%) Perl
11 59 (21.22%) MySQL
12 57 (20.50%) Degree
13 56 (20.14%) Retail
13 56 (20.14%) Software Engineering
14 53 (19.06%) HTML
15 52 (18.71%) Ruby
16 50 (17.99%) PHP
17 48 (17.27%) Scrum
18 47 (16.91%) CSS
18 47 (16.91%) Computer Science
19 45 (16.19%) R
20 44 (15.83%) Marketing
20 44 (15.83%) Apache
21 43 (15.47%) C
21 43 (15.47%) Scala
22 42 (15.11%) TDD
23 41 (14.75%) Mathematics
23 41 (14.75%) Apache Spark
24 38 (13.67%) Analytics
24 38 (13.67%) Amazon AWS

Python
Top Related IT Skills in the East Midlands 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 44 (15.83%) Apache
2 41 (14.75%) Apache Spark
3 24 (8.63%) WordPress
4 17 (6.12%) nginx
5 15 (5.40%) JBoss
5 15 (5.40%) Tomcat
6 14 (5.04%) Jetty
6 14 (5.04%) WebLogic
7 13 (4.68%) WebSphere
8 9 (3.24%) OpenStack
9 5 (1.80%) CloudStack
9 5 (1.80%) IIS
10 4 (1.44%) Apache Solr
10 4 (1.44%) Elasticsearch
10 4 (1.44%) SAS
11 1 (0.36%) GlassFish
Applications
1 14 (5.04%) MS Excel
2 10 (3.60%) Photoshop
3 2 (0.72%) Mathcad
3 2 (0.72%) OmniGraffle
3 2 (0.72%) Simulink
4 1 (0.36%) Maple
Cloud Services
1 38 (13.67%) Amazon AWS
2 25 (8.99%) SaaS
3 24 (8.63%) Microsoft Azure
4 12 (4.32%) GitHub
5 8 (2.88%) Google Cloud Platform
6 6 (2.16%) MailChimp
7 4 (1.44%) AWS CloudFormation
8 3 (1.08%) Cloud Computing
8 3 (1.08%) Google Analytics
8 3 (1.08%) IaaS
9 1 (0.36%) PaaS
Communications & Networking
1 19 (6.83%) TCP/IP
2 14 (5.04%) Firewall
3 13 (4.68%) Network Security
4 12 (4.32%) IPv6
5 11 (3.96%) Internet
6 7 (2.52%) DNS
7 6 (2.16%) HTTPS
8 4 (1.44%) FTP
8 4 (1.44%) HTTP
8 4 (1.44%) SSH
8 4 (1.44%) Wireless
9 3 (1.08%) VPN
10 2 (0.72%) Reverse Proxy
10 2 (0.72%) RTP
10 2 (0.72%) SSL
10 2 (0.72%) Wireshark
11 1 (0.36%) Intrusion Detection
11 1 (0.36%) IPsec
11 1 (0.36%) iSCSI
11 1 (0.36%) OSPF
Database & Business Intelligence
1 82 (29.50%) Big Data
2 59 (21.22%) MySQL
3 38 (13.67%) MongoDB
4 18 (6.47%) NoSQL
5 12 (4.32%) SQL Server
6 11 (3.96%) Hadoop
6 11 (3.96%) Redis
6 11 (3.96%) Relational Database
7 9 (3.24%) RDBMS
8 8 (2.88%) PostgreSQL
9 5 (1.80%) Apache Cassandra
9 5 (1.80%) Couchbase
10 4 (1.44%) Data Mining
10 4 (1.44%) Riak
11 1 (0.36%) Data Lake
11 1 (0.36%) HDInsight
11 1 (0.36%) InfluxDB
11 1 (0.36%) OpenTSDB
11 1 (0.36%) Power BI
11 1 (0.36%) SQL Server Integration Services
Development Applications
1 30 (10.79%) Git (software)
2 19 (6.83%) Jenkins
3 13 (4.68%) Selenium
3 13 (4.68%) Subversion
4 7 (2.52%) TeamCity
5 5 (1.80%) JIRA
5 5 (1.80%) Maven
6 4 (1.44%) Cucumber
6 4 (1.44%) LabVIEW
7 3 (1.08%) CMake
7 3 (1.08%) Grunt
7 3 (1.08%) SpecFlow
7 3 (1.08%) Vagrant
7 3 (1.08%) WebDriver
8 2 (0.72%) Axure RP
8 2 (0.72%) CruiseControl
8 2 (0.72%) Gradle
9 1 (0.36%) Bugzilla
9 1 (0.36%) Talend Open Studio
9 1 (0.36%) Team Foundation Server
General
1 56 (20.14%) Retail
2 44 (15.83%) Marketing
3 34 (12.23%) Banking
4 25 (8.99%) Finance
5 23 (8.27%) Telecoms
6 8 (2.88%) French Language
6 8 (2.88%) German Language
7 7 (2.52%) Advertising
8 5 (1.80%) Electronics
9 2 (0.72%) Aerospace
10 1 (0.36%) Publishing
Job Titles
1 116 (41.73%) Developer
2 35 (12.59%) Java Developer
3 30 (10.79%) Software Developer
4 29 (10.43%) Python Developer
5 28 (10.07%) Analyst
6 27 (9.71%) JavaScript Developer
7 23 (8.27%) Data Scientist
8 22 (7.91%) C# Developer
9 21 (7.55%) HTML CSS Developer
9 21 (7.55%) HTML Developer
10 19 (6.83%) Architect
10 19 (6.83%) DevOps Engineer
10 19 (6.83%) Software Engineer
11 17 (6.12%) WordPress Developer
12 16 (5.76%) Java Scala Developer
12 16 (5.76%) Marketing Analyst
12 16 (5.76%) Scala Developer
12 16 (5.76%) Test Engineer
12 16 (5.76%) Web Developer
13 15 (5.40%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 76 (27.34%) .NET
2 53 (19.06%) HTML
3 47 (16.91%) CSS
4 30 (10.79%) Node.js
5 19 (6.83%) HTML5
6 18 (6.47%) AngularJS
6 18 (6.47%) LAMP
6 18 (6.47%) Spring Boot
7 15 (5.40%) jQuery
8 14 (5.04%) React
9 13 (4.68%) Web Services
10 12 (4.32%) Twitter Bootstrap
11 7 (2.52%) CSS3
11 7 (2.52%) Django
12 6 (2.16%) JSON
12 6 (2.16%) RabbitMQ
12 6 (2.16%) XHTML
13 5 (1.80%) ASP.NET
13 5 (1.80%) Kafka
13 5 (1.80%) LEMP Stack
Miscellaneous
1 47 (16.91%) Computer Science
2 33 (11.87%) Algorithms
3 24 (8.63%) Enterprise Software
4 23 (8.27%) Mobile App
5 21 (7.55%) Analytical Skills
6 20 (7.19%) Data Structures
7 14 (5.04%) User Experience
8 10 (3.60%) Social Media
9 9 (3.24%) Field-Programmable Gate Array
10 7 (2.52%) Embedded Systems
11 6 (2.16%) Blog
11 6 (2.16%) Verilog
11 6 (2.16%) VHDL
12 4 (1.44%) Foreign Exchange (FX)
12 4 (1.44%) Hybrid Cloud
12 4 (1.44%) Public Cloud
13 3 (1.08%) ASIC
13 3 (1.08%) Augmented Reality
13 3 (1.08%) Device Driver
14 2 (0.72%) W3C
Operating Systems
1 64 (23.02%) Linux
2 28 (10.07%) Android
3 24 (8.63%) Windows
4 13 (4.68%) Mac OS
5 12 (4.32%) Unix
6 8 (2.88%) Apple iOS
6 8 (2.88%) Red Hat Enterprise Linux
7 4 (1.44%) CentOS
7 4 (1.44%) Ubuntu
8 3 (1.08%) Embedded Linux
9 2 (0.72%) Fedora
9 2 (0.72%) Windows Server
10 1 (0.36%) Debian
10 1 (0.36%) SUSE Linux Enterprise Server
10 1 (0.36%) Windows Server 2008
10 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 126 (45.32%) Agile Software Development
2 56 (20.14%) Software Engineering
3 48 (17.27%) Scrum
4 42 (15.11%) TDD
5 41 (14.75%) Mathematics
6 38 (13.67%) Analytics
7 33 (11.87%) Web Development
8 29 (10.43%) Physics
9 28 (10.07%) DevOps
9 28 (10.07%) Open Source
10 27 (9.71%) Kanban
11 26 (9.35%) SDLC
12 24 (8.63%) Multithreading
12 24 (8.63%) OO
13 22 (7.91%) Machine Learning
13 22 (7.91%) SOA
14 21 (7.55%) Continuous Delivery
15 20 (7.19%) Continuous Integration
16 19 (6.83%) Technical Architecture
16 19 (6.83%) Visualisation
Programming Languages
1 131 (47.12%) Java
2 92 (33.09%) C#
3 80 (28.78%) SQL
4 72 (25.90%) C++
5 67 (24.10%) JavaScript
6 63 (22.66%) Perl
7 52 (18.71%) Ruby
8 50 (17.99%) PHP
9 45 (16.19%) R
10 43 (15.47%) C
10 43 (15.47%) Scala
11 37 (13.31%) Bash Shell
12 29 (10.43%) MATLAB
13 21 (7.55%) Go
14 15 (5.40%) Groovy
15 14 (5.04%) Shell Script
16 12 (4.32%) Embedded C
16 12 (4.32%) Embedded C++
16 12 (4.32%) PowerShell
17 5 (1.80%) Tcl
Qualifications
1 57 (20.50%) Degree
2 14 (5.04%) Security Cleared
3 12 (4.32%) SC Cleared
4 10 (3.60%) DV Cleared
5 6 (2.16%) PhD
6 3 (1.08%) ISTQB
7 1 (0.36%) CCNP
7 1 (0.36%) Cisco Certification
7 1 (0.36%) ISEB
7 1 (0.36%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 31 (11.15%) QA
2 12 (4.32%) JTAG
3 10 (3.60%) MISRA
4 6 (2.16%) GCP
5 1 (0.36%) Data Quality
System Software
1 12 (4.32%) Docker
2 7 (2.52%) Firmware
2 7 (2.52%) Xen
3 5 (1.80%) vSphere
3 5 (1.80%) XenServer
4 4 (1.44%) iptables
4 4 (1.44%) VMware Infrastructure
5 3 (1.08%) NFS
6 2 (0.72%) Active Directory
6 2 (0.72%) KVM
6 2 (0.72%) Postfix
7 1 (0.36%) Hyper-V
7 1 (0.36%) LXC
7 1 (0.36%) Samba
7 1 (0.36%) Squid
7 1 (0.36%) Varnish
7 1 (0.36%) VMware ESXi
Systems Management
1 29 (10.43%) Puppet
2 28 (10.07%) Opscode Chef
3 24 (8.63%) Ansible
4 10 (3.60%) Kubernetes
5 7 (2.52%) HAProxy
6 5 (1.80%) Mesos
7 4 (1.44%) CFEngine
7 4 (1.44%) Kibana
7 4 (1.44%) logstash
7 4 (1.44%) Salt
8 2 (0.72%) Cobbler
8 2 (0.72%) Nagios
8 2 (0.72%) Terraform
8 2 (0.72%) Tivoli
9 1 (0.36%) Cacti
9 1 (0.36%) SCCM
9 1 (0.36%) WMI
9 1 (0.36%) ZABBIX
9 1 (0.36%) Zenoss
Vendors
1 29 (10.43%) Microsoft
2 19 (6.83%) Oracle
3 18 (6.47%) Google
3 18 (6.47%) Tableau
4 11 (3.96%) Red Hat
5 7 (2.52%) VMware
6 5 (1.80%) EnterpriseDB
7 3 (1.08%) Teradata
7 3 (1.08%) Xilinx
8 2 (0.72%) Perforce
8 2 (0.72%) Rackspace
8 2 (0.72%) Synopsys
9 1 (0.36%) Citrix
9 1 (0.36%) Juniper
9 1 (0.36%) MuleSoft
9 1 (0.36%) Splunk
9 1 (0.36%) Talend
9 1 (0.36%) WSO2
Nottinghamshire
Greywood Associates Limited
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £35,000
Posted: Yesterday
Brackley, Northamptonshire
Volt
Salary: From £50,000 to £65,000 per annum
Posted: 3 days ago
Northamptonshire
Parallel Consulting
Salary: £45000 - £50000 per annum + Excellent plus bonus and benefits
Posted: Yesterday
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £30,000
Posted: 3 days ago
Nottingham, Nottinghamshire
Client Server
Salary: £40k to £70k (multiple roles) + bonus + benefits
Posted: 4 days ago
Leicester, Leicestershire
Mindera
Salary: From £45,000 to £50,000 per annum Quarterly Pay Review - Bonus (every
Posted: 9 days ago
Leicester, Leicestershire
Mindera
Salary: From £40,000 to £50,000 per annum Quarterly Pay Review - Bonus (every
Posted: 9 days ago
Lincoln
Michael Page Technology
Salary: £25000 - £35000 per annum + benefits
Posted: 11 days ago
Northampton
Recruitment Genius Ltd
Salary: £25000 - £35000 per annum
Posted: 11 days ago