Period
to 13 November 2018

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 13 November 2018 with a comparison to the same period in the previous 2 years.

Python
Berkshire > Slough
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 22 17 44
Rank change year-on-year -5 +27 +21
Permanent jobs citing Python 74 77 35
As % of all permanent IT jobs advertised in Slough 11.46% 11.11% 4.21%
As % of the Programming Languages category 25.69% 19.49% 11.18%
Number of salaries quoted 41 67 26
Slough median annual salary £55,000 £52,500 £70,000
Median salary % change year-on-year +4.76% -25.00% +64.71%
10th Percentile £28,250 £35,500 £56,250
90th Percentile £75,000 £70,250 £85,000
Berkshire median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -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 288 395 313
As % of all permanent IT jobs advertised in Slough 44.58% 57.00% 37.62%
Number of salaries quoted 241 366 271
Slough median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £31,250 £31,250 £32,000
90th Percentile £77,500 £68,750 £73,750
Berkshire median annual salary £52,500 £47,500 £47,500
% change year-on-year +10.53% - -

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 13 November 2018.

Salary histogram for Python in Slough

For the 6 months to 13 November 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Slough region with a requirement for Python.

1 46 (62.16%) Degree
2 44 (59.46%) Apache
3 42 (56.76%) Mathematics
4 39 (52.70%) Telecoms
4 39 (52.70%) Microsoft Azure
5 38 (51.35%) SQL
6 37 (50.00%) R
7 36 (48.65%) Data Science
7 36 (48.65%) SAS
7 36 (48.65%) Artificial Intelligence
8 35 (47.30%) Big Data
9 34 (45.95%) Analytics
9 34 (45.95%) Algorithms
9 34 (45.95%) Apache Spark
10 33 (44.59%) Hadoop YARN
10 33 (44.59%) Data Engineering
10 33 (44.59%) Power BI
10 33 (44.59%) Decision-Making
10 33 (44.59%) Data-Driven Decision Making
10 33 (44.59%) Random Forest
10 33 (44.59%) Quantitative Research
10 33 (44.59%) ggplot
10 33 (44.59%) Kafka
10 33 (44.59%) D3.js
10 33 (44.59%) Data Visualisation
10 33 (44.59%) Apache Hive
10 33 (44.59%) Tableau
10 33 (44.59%) SAP HANA
10 33 (44.59%) Hadoop
10 33 (44.59%) Visualisation

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 44 (59.46%) Apache
2 36 (48.65%) SAS
3 34 (45.95%) Apache Spark
4 6 (8.11%) Confluence
5 4 (5.41%) IIS
5 4 (5.41%) OpenStack
6 2 (2.70%) nginx
7 1 (1.35%) CMS
Applications
1 3 (4.05%) SPSS
1 3 (4.05%) Stata
2 1 (1.35%) Maya
2 1 (1.35%) MotionBuilder
Cloud Services
1 39 (52.70%) Microsoft Azure
2 6 (8.11%) Amazon AWS
3 4 (5.41%) Office 365
4 1 (1.35%) npm
Communications & Networking
1 12 (16.22%) DNS
2 10 (13.51%) LAN
2 10 (13.51%) TCP/IP
2 10 (13.51%) WAN
3 6 (8.11%) 2G
3 6 (8.11%) 3G
3 6 (8.11%) 802.15
3 6 (8.11%) Bluetooth
3 6 (8.11%) DHCP
3 6 (8.11%) ICMP
3 6 (8.11%) Wi-Fi
3 6 (8.11%) Wireless
3 6 (8.11%) ZigBee
4 5 (6.76%) Firewall
5 4 (5.41%) Software-Defined Networking
6 2 (2.70%) Internet
7 1 (1.35%) SSH
7 1 (1.35%) tcpdump
7 1 (1.35%) Wireshark
Database & Business Intelligence
1 35 (47.30%) Big Data
2 33 (44.59%) Apache Hive
2 33 (44.59%) Hadoop
2 33 (44.59%) Power BI
2 33 (44.59%) SAP HANA
2 33 (44.59%) Text Mining
3 4 (5.41%) MongoDB
4 3 (4.05%) MySQL
5 2 (2.70%) CouchDB
5 2 (2.70%) NoSQL
5 2 (2.70%) PostgreSQL
6 1 (1.35%) Data Warehouse
6 1 (1.35%) RDBMS
6 1 (1.35%) Relational Database
6 1 (1.35%) SQL Server
Development Applications
1 6 (8.11%) JIRA
2 3 (4.05%) Git (software)
3 1 (1.35%) Subversion
3 1 (1.35%) webpack
General
1 39 (52.70%) Telecoms
2 33 (44.59%) Finance
2 33 (44.59%) Retail
3 7 (9.46%) Electronics
4 5 (6.76%) Manufacturing
5 4 (5.41%) Aerospace
5 4 (5.41%) Automotive
6 2 (2.70%) Military
Job Titles
1 35 (47.30%) Data Scientist
2 22 (29.73%) Senior Data Scientist
3 7 (9.46%) Analyst
3 7 (9.46%) Developer
4 6 (8.11%) Support Analyst
4 6 (8.11%) Test Analyst
5 5 (6.76%) C++ Software Engineer
5 5 (6.76%) Senior C++ Software Engineer
5 5 (6.76%) Senior Software Engineer
5 5 (6.76%) Software Engineer
6 4 (5.41%) AWS Engineer
6 4 (5.41%) Azure Engineer
6 4 (5.41%) Cloud Engineer
6 4 (5.41%) Infrastructure Engineer
6 4 (5.41%) Senior Infrastructure Engineer
6 4 (5.41%) Support Engineer
7 3 (4.05%) Administrator
7 3 (4.05%) Linux Administrator
7 3 (4.05%) Senior Developer
7 3 (4.05%) Systems Administrator
Libraries, Frameworks & Software Standards
1 33 (44.59%) D3.js
1 33 (44.59%) ggplot
1 33 (44.59%) Kafka
2 6 (8.11%) 802.1X
2 6 (8.11%) HTML
2 6 (8.11%) Qt
3 4 (5.41%) RabbitMQ
4 2 (2.70%) Django
5 1 (1.35%) AngularJS
5 1 (1.35%) CSS
5 1 (1.35%) Jinja
5 1 (1.35%) JSON
5 1 (1.35%) LAMP
5 1 (1.35%) LEMP Stack
5 1 (1.35%) Node.js
5 1 (1.35%) Pug
5 1 (1.35%) React
5 1 (1.35%) Unreal Engine
5 1 (1.35%) XML
Miscellaneous
1 34 (45.95%) Algorithms
2 33 (44.59%) Social Network
3 6 (8.11%) Computer Science
3 6 (8.11%) Self-Motivation
4 5 (6.76%) Embedded Systems
5 4 (5.41%) Analytical Skills
5 4 (5.41%) Data Centre
5 4 (5.41%) Hybrid Cloud
5 4 (5.41%) Life Science
5 4 (5.41%) Management Information System
5 4 (5.41%) Public Cloud
6 1 (1.35%) Animation
6 1 (1.35%) Clustering
6 1 (1.35%) Data Structures
6 1 (1.35%) Enterprise Software
Operating Systems
1 27 (36.49%) Linux
2 12 (16.22%) Unix
2 12 (16.22%) Windows
3 6 (8.11%) CentOS
3 6 (8.11%) Windows Server
4 2 (2.70%) Debian
5 1 (1.35%) Android
5 1 (1.35%) Fedora
5 1 (1.35%) OpenVMS
5 1 (1.35%) Red Hat Enterprise Linux
5 1 (1.35%) Ubuntu
5 1 (1.35%) VMS
Processes & Methodologies
1 42 (56.76%) Mathematics
2 36 (48.65%) Artificial Intelligence
2 36 (48.65%) Data Science
3 34 (45.95%) Analytics
4 33 (44.59%) Business Intelligence
4 33 (44.59%) Data Engineering
4 33 (44.59%) Data Modelling
4 33 (44.59%) Data Security
4 33 (44.59%) Data Visualisation
4 33 (44.59%) Data-Driven Decision Making
4 33 (44.59%) Decision-Making
4 33 (44.59%) Econometrics
4 33 (44.59%) Operations Research
4 33 (44.59%) Quantitative Research
4 33 (44.59%) Random Forest
4 33 (44.59%) Statistics
4 33 (44.59%) Visualisation
5 9 (12.16%) DevOps
6 6 (8.11%) Test Automation
6 6 (8.11%) Test Management
Programming Languages
1 38 (51.35%) SQL
2 37 (50.00%) R
3 14 (18.92%) Bash Shell
4 13 (17.57%) C#
4 13 (17.57%) PHP
5 10 (13.51%) PowerShell
6 9 (12.16%) C++
6 9 (12.16%) Java
6 9 (12.16%) JavaScript
7 4 (5.41%) Perl
7 4 (5.41%) T-SQL
8 3 (4.05%) C
8 3 (4.05%) Scala
9 2 (2.70%) Lua
10 1 (1.35%) MATLAB
10 1 (1.35%) Ruby
Qualifications
1 46 (62.16%) Degree
2 6 (8.11%) ISTQB
2 6 (8.11%) ISTQB Foundation Certification
3 4 (5.41%) Computer Science Degree
4 2 (2.70%) Master's Degree
5 1 (1.35%) PhD
5 1 (1.35%) SC Cleared
5 1 (1.35%) Security Cleared
System Software
1 4 (5.41%) Active Directory
1 4 (5.41%) Hyper-V
2 2 (2.70%) Postfix
2 2 (2.70%) Squid
2 2 (2.70%) VMware Infrastructure
3 1 (1.35%) Docker
3 1 (1.35%) iptables
3 1 (1.35%) Varnish
3 1 (1.35%) VMware ESXi
Systems Management
1 33 (44.59%) Hadoop YARN
2 7 (9.46%) Puppet
3 6 (8.11%) HP ALM
4 5 (6.76%) Ansible
5 4 (5.41%) Terraform
6 3 (4.05%) Computer Emergency Response Teams
7 1 (1.35%) cPanel
7 1 (1.35%) HAProxy
7 1 (1.35%) Opscode Chef
7 1 (1.35%) Plesk
Vendors
1 33 (44.59%) SAP
1 33 (44.59%) Tableau
2 6 (8.11%) Atlassian
2 6 (8.11%) HP
2 6 (8.11%) Remedy
3 5 (6.76%) Red Hat
4 4 (5.41%) Citrix
4 4 (5.41%) Microsoft
4 4 (5.41%) Oracle
5 2 (2.70%) Splunk
5 2 (2.70%) VMware