Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Slough with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Python
Berkshire > Slough
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 17 44 63
Rank change year-on-year +27 +19 +24
Permanent jobs citing Python 77 36 43
As % of all permanent IT jobs advertised in Slough 10.98% 4.43% 3.27%
As % of the Programming Languages category 19.06% 11.92% 9.45%
Number of salaries quoted 67 27 95
Slough median annual salary £52,500 £70,000 £42,500
Median salary % change year-on-year -25.00% +64.71% -22.73%
10th Percentile £30,500 £57,000 £28,100
90th Percentile £70,250 £84,000 £53,750
Berkshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Slough with a requirement for coding skills.

All Programming Languages
Slough
Permanent vacancies with a requirement for coding skills 404 302 455
As % of all permanent IT jobs advertised in Slough 57.63% 37.15% 34.65%
Number of salaries quoted 374 260 393
Slough median annual salary £45,000 £48,750 £45,000
Median salary % change year-on-year -7.69% +8.33% +5.88%
10th Percentile £30,375 £32,000 £31,250
90th Percentile £68,750 £73,750 £65,000
Berkshire median annual salary £47,500 £47,500 £47,500

Python
Job Vacancy Trend in Slough

Job postings citing Python as a percentage of all IT jobs advertised in Slough.

Job vacancy trend for Python in Slough

Python
Salary Trend in Slough

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

Salary trend for Python in Slough

Python
Salary Histogram in Slough

The salary distribution of IT jobs citing Python in Slough over the 6 months to 21 November 2017.

Salary histogram for Python in Slough

For the 6 months to 21 November 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 Slough region with a requirement for Python.

1 48 (62.34%) Linux
2 29 (37.66%) Amazon AWS
2 29 (37.66%) Bash Shell
2 29 (37.66%) Docker
3 27 (35.06%) Java
3 27 (35.06%) PHP
3 27 (35.06%) SQL
4 25 (32.47%) JavaScript
5 23 (29.87%) Puppet
5 23 (29.87%) Continuous Integration
6 21 (27.27%) Opscode Chef
6 21 (27.27%) Apache
7 20 (25.97%) MySQL
8 19 (24.68%) LAMP
8 19 (24.68%) Ruby
8 19 (24.68%) DevOps
8 19 (24.68%) NoSQL
9 17 (22.08%) Agile Software Development
9 17 (22.08%) HTML
9 17 (22.08%) CSS
10 16 (20.78%) Microsoft Azure
11 15 (19.48%) SaaS
11 15 (19.48%) Project Management
11 15 (19.48%) Maven
11 15 (19.48%) Software Engineering
12 13 (16.88%) Degree
12 13 (16.88%) Mathematics
12 13 (16.88%) Red Hat
12 13 (16.88%) Perl
12 13 (16.88%) Red Hat Enterprise Linux

Python
Co-occurring IT Skills in Slough 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 21 (27.27%) Apache
2 9 (11.69%) CMS
3 7 (9.09%) nginx
4 6 (7.79%) Apache Pig
5 4 (5.19%) Apache Solr
5 4 (5.19%) SAS
6 2 (2.60%) Tomcat
Applications
1 6 (7.79%) Microsoft Excel
1 6 (7.79%) Microsoft Office
1 6 (7.79%) Microsoft PowerPoint
1 6 (7.79%) MS Visio
Cloud Services
1 29 (37.66%) Amazon AWS
2 16 (20.78%) Microsoft Azure
3 15 (19.48%) SaaS
4 8 (10.39%) Amazon EC2
4 8 (10.39%) Amazon ELB
4 8 (10.39%) Amazon S3
4 8 (10.39%) Route 53
5 7 (9.09%) GitHub
Communications & Networking
1 8 (10.39%) Firewall
1 8 (10.39%) FTP
1 8 (10.39%) SNMP
1 8 (10.39%) SSL
1 8 (10.39%) VPN
2 7 (9.09%) Internet
3 5 (6.49%) 3G
3 5 (6.49%) 4G
3 5 (6.49%) 802.11
3 5 (6.49%) IPv4
3 5 (6.49%) IPv6
3 5 (6.49%) LTE
3 5 (6.49%) Wi-Fi
3 5 (6.49%) Wireless
4 1 (1.30%) DNS
4 1 (1.30%) LAN
4 1 (1.30%) TCP/IP
4 1 (1.30%) WAN
Database & Business Intelligence
1 20 (25.97%) MySQL
2 19 (24.68%) NoSQL
3 13 (16.88%) Relational Database
4 11 (14.29%) Hadoop
5 8 (10.39%) Amazon RDS
5 8 (10.39%) DB2
6 6 (7.79%) Data Warehouse
6 6 (7.79%) Pentaho
6 6 (7.79%) QlikView
6 6 (7.79%) Star Schema
7 5 (6.49%) MongoDB
8 4 (5.19%) Apache Cassandra
8 4 (5.19%) Data Mining
8 4 (5.19%) RDBMS
9 1 (1.30%) Big Data
Development Applications
1 15 (19.48%) Maven
2 10 (12.99%) Git (software)
3 9 (11.69%) JIRA
3 9 (11.69%) PHPUnit
4 8 (10.39%) Ant
4 8 (10.39%) Jenkins
4 8 (10.39%) Sonatype Nexus
4 8 (10.39%) Toad
5 7 (9.09%) Gradle
6 1 (1.30%) Visual Studio Team System
General
1 12 (15.58%) Finance
2 8 (10.39%) Pharmaceutical
3 7 (9.09%) Music Industry
4 5 (6.49%) Telecoms
5 4 (5.19%) Retail
6 2 (2.60%) Banking
7 1 (1.30%) Games
Job Titles
1 29 (37.66%) Developer
2 18 (23.38%) DevOps Engineer
3 9 (11.69%) PHP Developer
4 8 (10.39%) Python Developer
5 7 (9.09%) Graduate
5 7 (9.09%) Graduate Developer
5 7 (9.09%) Java Developer
5 7 (9.09%) Linux Engineer
6 6 (7.79%) Administrator
6 6 (7.79%) Angular Developer
6 6 (7.79%) Graduate Python Developer
6 6 (7.79%) JavaScript Developer
6 6 (7.79%) Systems Administrator
7 5 (6.49%) Integration Engineer
7 5 (6.49%) Linux Administrator
7 5 (6.49%) Linux Systems Administrator
7 5 (6.49%) LTE Engineer
7 5 (6.49%) Software Integration Engineer
8 4 (5.19%) Senior Java Developer
8 4 (5.19%) Software Architect
Libraries, Frameworks & Software Standards
1 19 (24.68%) LAMP
2 17 (22.08%) CSS
2 17 (22.08%) HTML
3 9 (11.69%) AngularJS
3 9 (11.69%) CSS3
3 9 (11.69%) HTML5
3 9 (11.69%) jQuery
3 9 (11.69%) Laravel
3 9 (11.69%) Node.js
3 9 (11.69%) Silex
3 9 (11.69%) Symfony
4 8 (10.39%) React
4 8 (10.39%) Web Services
5 7 (9.09%) GWT
5 7 (9.09%) Kafka
5 7 (9.09%) RESTful
5 7 (9.09%) Sass
5 7 (9.09%) Spring
5 7 (9.09%) Spring MVC
6 6 (7.79%) JSON
Miscellaneous
1 11 (14.29%) Analytical Skills
2 9 (11.69%) Computer Science
3 7 (9.09%) Algorithms
4 6 (7.79%) Mainframe
5 5 (6.49%) Data Centre
6 3 (3.90%) Data Structures
7 2 (2.60%) Derivative
7 2 (2.60%) Foreign Exchange (FX)
7 2 (2.60%) Management Information System
7 2 (2.60%) Market Risk
7 2 (2.60%) OTC Derivatives
8 1 (1.30%) Fintech
8 1 (1.30%) Music Streaming
8 1 (1.30%) Public Cloud
8 1 (1.30%) User Experience
Operating Systems
1 48 (62.34%) Linux
2 13 (16.88%) Red Hat Enterprise Linux
3 12 (15.58%) CentOS
4 2 (2.60%) Unix
4 2 (2.60%) Windows
5 1 (1.30%) Windows Server
Processes & Methodologies
1 23 (29.87%) Continuous Integration
2 19 (24.68%) DevOps
3 17 (22.08%) Agile Software Development
4 15 (19.48%) Project Management
4 15 (19.48%) Software Engineering
5 13 (16.88%) Mathematics
6 12 (15.58%) Analytics
7 11 (14.29%) OO
8 10 (12.99%) Data Modelling
8 10 (12.99%) OOP
9 9 (11.69%) OOD
10 8 (10.39%) Continuous Deployment
10 8 (10.39%) Physics
11 7 (9.09%) BDD
11 7 (9.09%) MVC
11 7 (9.09%) Statistics
11 7 (9.09%) TDD
11 7 (9.09%) Visualisation
12 6 (7.79%) Business Intelligence
12 6 (7.79%) ETL
Programming Languages
1 29 (37.66%) Bash Shell
2 27 (35.06%) Java
2 27 (35.06%) PHP
2 27 (35.06%) SQL
3 25 (32.47%) JavaScript
4 19 (24.68%) Ruby
5 13 (16.88%) Perl
6 10 (12.99%) PowerShell
7 7 (9.09%) C++
8 6 (7.79%) Shell Script
9 5 (6.49%) C
10 4 (5.19%) R
11 2 (2.60%) C#
11 2 (2.60%) MATLAB
12 1 (1.30%) Go
12 1 (1.30%) VBScript
Qualifications
1 13 (16.88%) Degree
2 6 (7.79%) Numerate Degree
3 3 (3.90%) CCNP
3 3 (3.90%) Cisco Certification
4 2 (2.60%) Master's Degree
5 1 (1.30%) Computer Science Degree
5 1 (1.30%) PhD
System Software
1 29 (37.66%) Docker
2 4 (5.19%) Virtual Machines
3 3 (3.90%) VMware Infrastructure
4 1 (1.30%) Active Directory
Systems Management
1 23 (29.87%) Puppet
2 21 (27.27%) Opscode Chef
3 8 (10.39%) Kubernetes
4 7 (9.09%) Ansible
5 5 (6.49%) Salt
6 2 (2.60%) HAProxy
6 2 (2.60%) Nagios
Vendors
1 13 (16.88%) Red Hat
2 9 (11.69%) Oracle
3 7 (9.09%) Microsoft
4 6 (7.79%) Birst
4 6 (7.79%) Cognos
4 6 (7.79%) Informatica
4 6 (7.79%) MicroStrategy
4 6 (7.79%) Tableau
5 3 (3.90%) VMware
6 2 (2.60%) Splunk
7 1 (1.30%) Atlassian
7 1 (1.30%) Cisco
7 1 (1.30%) Concur
7 1 (1.30%) SAP