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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Python
Rank 40 70 89
Rank change year-on-year
+30 +19
Permanent jobs citing Python 112 86 62
As % of all permanent IT jobs located in Hertfordshire 5.56% 3.61% 2.69%
As % of the Programming Languages category 11.21% 7.31% 5.94%
Number of salaries quoted 99 81 57
Median salary £52,500 £45,000 £40,000
Median salary % change year-on-year
+16.66% +12.50%
90% offered a salary of more than £35,000 £31,000 £32,500
10% offered a salary of more than £68,200 £57,500 £50,000
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
Python
East of England

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

Programming Languages Category
Hertfordshire
Permanent IT job ads with a match in the
Programming Languages category
999 1177 1043
As % of all permanent IT jobs located in Hertfordshire 49.63% 49.41% 45.27%
Number of salaries quoted 877 1061 852
Median salary £48,500 £45,000 £44,000
Median salary % change year-on-year
+7.77% +2.27%
90% offered a salary of more than £31,500 £30,000 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

Python
Jobs Demand Trend in Hertfordshire

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

Python Jobs Demand Trend in Hertfordshire

Python
Salary Trend in Hertfordshire

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

Python Salary Trend in Hertfordshire

Python
Salary Histogram in Hertfordshire

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

Python Salary Histogram in Hertfordshire

Python
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Hertfordshire region over the 3 months to 29 September 2016. 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
(Click see detailed
statistics and trends)
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
Royston +7 22 £40,000 -11.11% 1
Watford +4 22 £53,750 +34.37% 2
St Albans - 13 £56,250 - 4
Welwyn Garden City +4 9 £62,500 +8.69%
Hertford - 7 £56,250 -
Hemel Hempstead -4 6 £58,250 +16.50% 1
Stevenage - 6 £52,500 - 1
Potters Bar -4 5 £55,000 +29.41%
Borehamwood - 5 £45,000 -
Kings Langley - 2 £57,000 -
Rickmansworth - 2 £67,500 -
Berkhamsted - 1 £69,000 -
Cheshunt - 1 £55,000 -
Python
East of England

Python
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 29 September 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 Hertfordshire region with a requirement for Python.

1 91 (54.49%) Linux
2 71 (42.51%) Perl
3 68 (40.72%) Java
4 48 (28.74%) SQL
5 41 (24.55%) C++
6 39 (23.35%) Shell Script
6 39 (23.35%) Unix
7 38 (22.75%) C
8 37 (22.16%) Software Engineering
9 33 (19.76%) Windows
9 33 (19.76%) Bash Shell
10 32 (19.16%) C#
11 30 (17.96%) TCP/IP
12 29 (17.37%) Degree
13 27 (16.17%) PostgreSQL
13 27 (16.17%) ITIL
13 27 (16.17%) Finance
14 26 (15.57%) Microsoft
15 24 (14.37%) MS Excel
15 24 (14.37%) MySQL
16 23 (13.77%) DevOps
17 22 (13.17%) Apache
18 21 (12.57%) SSH
18 21 (12.57%) Network Security
19 20 (11.98%) Ruby
19 20 (11.98%) HP
19 20 (11.98%) Puppet
19 20 (11.98%) Scala
20 19 (11.38%) Amazon AWS
20 19 (11.38%) Problem Management

Python
Top Related IT Skills in Hertfordshire 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 22 (13.17%) Apache
2 14 (8.38%) WebLogic
3 12 (7.19%) Tomcat
4 9 (5.39%) SAS
5 4 (2.40%) WebSphere
6 3 (1.80%) Oracle HTTP Server
7 1 (0.60%) ArcGIS
7 1 (0.60%) Confluence
7 1 (0.60%) Elasticsearch
7 1 (0.60%) OpenStack
Applications
1 24 (14.37%) MS Excel
2 9 (5.39%) SPSS
3 1 (0.60%) HipChat
3 1 (0.60%) Simulink
Cloud Services
1 19 (11.38%) Amazon AWS
2 14 (8.38%) SaaS
3 2 (1.20%) Microsoft Azure
4 1 (0.60%) GitHub
4 1 (0.60%) Office 365
Communications & Networking
1 30 (17.96%) TCP/IP
2 21 (12.57%) Network Security
2 21 (12.57%) SSH
3 18 (10.78%) IPsec
3 18 (10.78%) VPN
4 13 (7.78%) Firewall
5 9 (5.39%) Wireshark
6 7 (4.19%) DNS
7 6 (3.59%) BIG-IP
7 6 (3.59%) F5 BIG-IP LTM
7 6 (3.59%) SSL
8 4 (2.40%) Internet
8 4 (2.40%) Remote Desktop
9 3 (1.80%) HTTP
9 3 (1.80%) SMTP
10 2 (1.20%) Cisco ASA
10 2 (1.20%) LAN
10 2 (1.20%) SNMP
10 2 (1.20%) WAN
11 1 (0.60%) OpenLDAP
Database & Business Intelligence
1 27 (16.17%) PostgreSQL
2 24 (14.37%) MySQL
3 18 (10.78%) Big Data
4 10 (5.99%) GIS
4 10 (5.99%) Hadoop
4 10 (5.99%) SQL Server
5 9 (5.39%) BusinessObjects
5 9 (5.39%) SQL Server Integration Services
5 9 (5.39%) SQL Server Reporting Services
6 7 (4.19%) MongoDB
7 3 (1.80%) Oracle Database
7 3 (1.80%) Oracle Database 10g
8 2 (1.20%) Apache Cassandra
8 2 (1.20%) Couchbase
8 2 (1.20%) NoSQL
9 1 (0.60%) Apache Hive
9 1 (0.60%) Data Mining
9 1 (0.60%) HBase
9 1 (0.60%) Sqoop
Development Applications
1 14 (8.38%) LoadRunner
2 11 (6.59%) Jenkins
3 10 (5.99%) Git (software)
4 8 (4.79%) Bitbucket
4 8 (4.79%) gulp
5 4 (2.40%) Ant
5 4 (2.40%) Selenium
6 2 (1.20%) JUnit
6 2 (1.20%) Maven
6 2 (1.20%) SoapUI
7 1 (0.60%) Cucumber
7 1 (0.60%) JIRA
7 1 (0.60%) JIRA Agile
7 1 (0.60%) Liquibase
7 1 (0.60%) SonarQube
7 1 (0.60%) Sonatype Nexus
7 1 (0.60%) WebDriver
General
1 27 (16.17%) Finance
2 6 (3.59%) Financial Institution
3 5 (2.99%) Automotive
3 5 (2.99%) Electronics
4 3 (1.80%) Aerospace
4 3 (1.80%) Telecoms
5 2 (1.20%) Retail
6 1 (0.60%) Marketing
6 1 (0.60%) Multimedia
Job Titles
1 40 (23.95%) Developer
2 21 (12.57%) Analyst
3 19 (11.38%) Support Engineer
4 16 (9.58%) Linux Engineer
5 13 (7.78%) Software Developer
5 13 (7.78%) Test Leader
6 12 (7.19%) DevOps Engineer
6 12 (7.19%) Systems Engineer
7 11 (6.59%) Software Engineer
8 10 (5.99%) Java Developer
8 10 (5.99%) Test Analyst
9 9 (5.39%) Analytics Manager
9 9 (5.39%) Data Analytics Manager
9 9 (5.39%) Data Manager
9 9 (5.39%) Linux Support
9 9 (5.39%) Senior Analytics Manager
9 9 (5.39%) Senior Developer
9 9 (5.39%) Senior Manager
9 9 (5.39%) Senior Technical Manager
9 9 (5.39%) Technical Manager
Libraries, Frameworks & Software Standards
1 15 (8.98%) HTML
2 12 (7.19%) .NET
2 12 (7.19%) Qt
2 12 (7.19%) Web Services
3 10 (5.99%) jQuery
4 8 (4.79%) AngularJS
4 8 (4.79%) Backbone.js
4 8 (4.79%) HTML5
4 8 (4.79%) lodash
4 8 (4.79%) Node.js
4 8 (4.79%) React
4 8 (4.79%) RESTful
4 8 (4.79%) Twitter Bootstrap
5 7 (4.19%) Middleware
6 6 (3.59%) CSS
6 6 (3.59%) LAMP
6 6 (3.59%) LAPP Stack
7 4 (2.40%) DirectX
7 4 (2.40%) OpenGL
7 4 (2.40%) OpenGL ES
Miscellaneous
1 19 (11.38%) Computer Science
2 16 (9.58%) PACS
3 10 (5.99%) Visualisation
4 9 (5.39%) Analytical Skills
4 9 (5.39%) Field-Programmable Gate Array
5 7 (4.19%) Life Science
5 7 (4.19%) VHDL
6 6 (3.59%) Clustering
7 5 (2.99%) 3D Graphics
7 5 (2.99%) ASIC
7 5 (2.99%) SystemC
8 4 (2.40%) Algorithms
8 4 (2.40%) Device Driver
8 4 (2.40%) Enterprise Software
8 4 (2.40%) Robotics
9 3 (1.80%) Cryptography
9 3 (1.80%) User Experience
10 2 (1.20%) Mathematics
10 2 (1.20%) Verilog
11 1 (0.60%) Physics
Operating Systems
1 91 (54.49%) Linux
2 39 (23.35%) Unix
3 33 (19.76%) Windows
4 12 (7.19%) Red Hat Enterprise Linux
5 9 (5.39%) Android
6 7 (4.19%) CentOS
7 4 (2.40%) Apple iOS
7 4 (2.40%) Debian
8 3 (1.80%) Solaris
9 2 (1.20%) Mac OS X
9 2 (1.20%) Ubuntu
9 2 (1.20%) Windows Server
9 2 (1.20%) Windows Server 2008
10 1 (0.60%) Embedded Linux
Processes & Methodologies
1 37 (22.16%) Software Engineering
2 27 (16.17%) ITIL
3 23 (13.77%) DevOps
4 19 (11.38%) Problem Management
5 18 (10.78%) Agile Software Development
5 18 (10.78%) High Availability
5 18 (10.78%) ITIL V3
5 18 (10.78%) Workflow
6 14 (8.38%) Non-Functional Testing
6 14 (8.38%) Prototyping
7 13 (7.78%) SDLC
8 12 (7.19%) Business Intelligence
8 12 (7.19%) Continuous Integration
8 12 (7.19%) Risk Assessment
9 11 (6.59%) OO
9 11 (6.59%) SIEM
10 10 (5.99%) Data Visualisation
10 10 (5.99%) Scrum
11 9 (5.39%) Information Security
11 9 (5.39%) Stakeholder Management
Programming Languages
1 71 (42.51%) Perl
2 68 (40.72%) Java
3 48 (28.74%) SQL
4 41 (24.55%) C++
5 39 (23.35%) Shell Script
6 38 (22.75%) C
7 33 (19.76%) Bash Shell
8 32 (19.16%) C#
9 20 (11.98%) Ruby
9 20 (11.98%) Scala
10 17 (10.18%) JavaScript
11 10 (5.99%) AWK
12 9 (5.39%) T-SQL
12 9 (5.39%) VB.NET
13 8 (4.79%) ES6
14 7 (4.19%) Embedded C
15 6 (3.59%) Assembly Language
15 6 (3.59%) PHP
16 4 (2.40%) MATLAB
16 4 (2.40%) Tcl
Qualifications
1 29 (17.37%) Degree
2 8 (4.79%) RHCE
3 6 (3.59%) CCNA
3 6 (3.59%) CCNP
3 6 (3.59%) CEH
3 6 (3.59%) Cisco Certification
3 6 (3.59%) CISM
3 6 (3.59%) CISSP
3 6 (3.59%) CompTIA Security+
3 6 (3.59%) MCSE
3 6 (3.59%) Microsoft Certification
3 6 (3.59%) PhD
3 6 (3.59%) SANS
3 6 (3.59%) Security+ Certification
4 2 (1.20%) ISTQB
5 1 (0.60%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 14 (8.38%) QA
2 11 (6.59%) PCI DSS
3 6 (3.59%) ISO 8583
4 1 (0.60%) SDET
4 1 (0.60%) SLA
System Software
1 6 (3.59%) Docker
2 5 (2.99%) Firmware
3 4 (2.40%) Active Directory
3 4 (2.40%) Postfix
4 3 (1.80%) iptables
4 3 (1.80%) Tivoli Workload Scheduler
4 3 (1.80%) VMware Infrastructure
5 1 (0.60%) Apache Flume
5 1 (0.60%) NFS
5 1 (0.60%) Samba
5 1 (0.60%) Squid
5 1 (0.60%) vCloud
5 1 (0.60%) VMware Server
Systems Management
1 20 (11.98%) Puppet
2 12 (7.19%) Ansible
2 12 (7.19%) Opscode Chef
3 9 (5.39%) Nessus
4 6 (3.59%) QRadar
4 6 (3.59%) Salt
4 6 (3.59%) Symantec Endpoint Protection
5 3 (1.80%) Nmap
5 3 (1.80%) Oracle Enterprise Manager
5 3 (1.80%) Tivoli
6 2 (1.20%) FortiGate
6 2 (1.20%) Terraform
7 1 (0.60%) Kibana
7 1 (0.60%) Kubernetes
7 1 (0.60%) logstash
7 1 (0.60%) Nagios
7 1 (0.60%) Packer
7 1 (0.60%) Rancher
7 1 (0.60%) ZABBIX
Vendors
1 26 (15.57%) Microsoft
2 20 (11.98%) HP
3 18 (10.78%) Sybase
4 17 (10.18%) Oracle
5 15 (8.98%) Red Hat
6 11 (6.59%) IBM
7 10 (5.99%) Splunk
8 9 (5.39%) SAP
8 9 (5.39%) Tableau
9 7 (4.19%) Cadence
10 6 (3.59%) ArcSight
10 6 (3.59%) F5
10 6 (3.59%) SolarWinds
10 6 (3.59%) Symantec
11 5 (2.99%) Synopsys
12 4 (2.40%) Cisco
13 3 (1.80%) Google
13 3 (1.80%) Sun
13 3 (1.80%) VMware
14 1 (0.60%) EMC
Hertfordshire
Staffline Express / Group
Salary: From £70,000 to £120,000 per annum Car, 33 Days Annual Leave, Pension,
Posted: Yesterday
St. Albans, Hertfordshire
Digitech Resourcing Ltd
Salary: From £35,000 to £50,000 per annum plus benefits and relocation
Posted: 2 days ago
Hertfordshire
Maclean Moore Consulting
Salary: From £55,000 to £65,000 per annum +bens
Posted: Yesterday
Hertfordshire
Computer Futures
Salary: £50000 - £55000 per annum + competitive
Posted: 3 days ago
Royston, Hertfordshire
Provide Consulting Ltd
Salary: great Pension, shares + more
Posted: Yesterday
St. Albans, Hertfordshire
Digitech Resourcing Ltd
Salary: From £40,000 to £65,000 per annum plus benefits and relocation
Posted: 2 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + very good bonus
Posted: 4 days ago
Watford, Hertfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Benefits: Shares+Healthcare+Pension+More!
Posted: 3 days ago
Hemel Hempstead, Hertfordshire
Bluetownonline
Salary: £25000 per annum
Posted: 3 days ago
Watford, Hertfordshire
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum
Posted: 6 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 15 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 16 days ago
St. Albans
Eligo Recruitment
Salary: £50000 - £60000 per annum + Benefits
Posted: 14 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 15 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 15 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 15 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 15 days ago
Stevenage
Computer Futures
Salary: competitive
Posted: 22 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 15 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 15 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 16 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 15 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 15 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 16 days ago
Hertfordshire
Ocado Technology
Salary: Competitive Salary
Posted: 16 days ago