Period
to 19 September 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 19 September 2018 with a comparison to the same period in the previous 2 years.

Python
Berkshire > Slough
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 41 17 50
Rank change year-on-year -24 +33 +1
Permanent jobs citing Python 36 71 33
As % of all permanent IT jobs advertised in Slough 6.16% 10.41% 3.67%
As % of the Programming Languages category 13.24% 19.61% 10.06%
Number of salaries quoted 21 64 24
Slough median annual salary £47,500 £50,000 £70,000
Median salary % change year-on-year -5.00% -28.57% +64.71%
10th Percentile £28,250 £39,125 £52,500
90th Percentile £65,000 £68,750 £87,750
Berkshire median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +16.67%

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 272 362 328
As % of all permanent IT jobs advertised in Slough 46.58% 53.08% 36.53%
Number of salaries quoted 241 335 301
Slough median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -10.00%
10th Percentile £31,250 £31,250 £32,500
90th Percentile £77,500 £68,750 £71,250
Berkshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - -

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 19 September 2018.

Salary histogram for Python in Slough

For the 6 months to 19 September 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 25 (69.44%) Degree
2 21 (58.33%) Mathematics
3 18 (50.00%) Artificial Intelligence
3 18 (50.00%) Microsoft Azure
3 18 (50.00%) Big Data
4 17 (47.22%) Apache
5 15 (41.67%) SQL
5 15 (41.67%) Telecoms
6 14 (38.89%) Finance
6 14 (38.89%) Data Security
6 14 (38.89%) SAP
6 14 (38.89%) Data Modelling
6 14 (38.89%) SAS
6 14 (38.89%) Business Intelligence
6 14 (38.89%) Apache Hive
6 14 (38.89%) Hadoop
6 14 (38.89%) Visualisation
6 14 (38.89%) Social Network
6 14 (38.89%) Statistics
6 14 (38.89%) Operations Research
6 14 (38.89%) Econometrics
6 14 (38.89%) Retail
6 14 (38.89%) Text Mining
6 14 (38.89%) Kafka
6 14 (38.89%) Analytics
6 14 (38.89%) D3.js
6 14 (38.89%) R
6 14 (38.89%) Data Visualisation
6 14 (38.89%) Tableau
6 14 (38.89%) SAP HANA

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 17 (47.22%) Apache
2 14 (38.89%) Apache Spark
2 14 (38.89%) SAS
3 6 (16.67%) Confluence
4 2 (5.56%) CMS
4 2 (5.56%) nginx
5 1 (2.78%) OpenStack
Applications
1 1 (2.78%) Maya
1 1 (2.78%) MotionBuilder
Cloud Services
1 18 (50.00%) Microsoft Azure
2 4 (11.11%) Amazon AWS
Communications & Networking
1 7 (19.44%) 2G
1 7 (19.44%) 3G
2 6 (16.67%) 802.15
2 6 (16.67%) Bluetooth
2 6 (16.67%) DHCP
2 6 (16.67%) DNS
2 6 (16.67%) ICMP
2 6 (16.67%) LAN
2 6 (16.67%) TCP/IP
2 6 (16.67%) WAN
2 6 (16.67%) Wi-Fi
2 6 (16.67%) Wireless
2 6 (16.67%) ZigBee
3 1 (2.78%) 4G
3 1 (2.78%) Software-Defined Networking
Database & Business Intelligence
1 18 (50.00%) Big Data
2 14 (38.89%) Apache Hive
2 14 (38.89%) Hadoop
2 14 (38.89%) Power BI
2 14 (38.89%) SAP HANA
2 14 (38.89%) Text Mining
3 5 (13.89%) MySQL
4 3 (8.33%) PostgreSQL
5 2 (5.56%) CouchDB
5 2 (5.56%) NoSQL
6 1 (2.78%) MongoDB
Development Applications
1 6 (16.67%) JIRA
2 2 (5.56%) Git (software)
General
1 15 (41.67%) Telecoms
2 14 (38.89%) Finance
2 14 (38.89%) Retail
3 2 (5.56%) Electronics
4 1 (2.78%) Aerospace
4 1 (2.78%) Automotive
Job Titles
1 14 (38.89%) Data Scientist
2 8 (22.22%) Developer
3 7 (19.44%) Senior Data Scientist
4 6 (16.67%) Analyst
4 6 (16.67%) Support Analyst
4 6 (16.67%) Test Analyst
5 3 (8.33%) Administrator
5 3 (8.33%) Linux Administrator
5 3 (8.33%) Linux Systems Administrator
5 3 (8.33%) Python Developer
5 3 (8.33%) Systems Administrator
6 2 (5.56%) Design Engineer
6 2 (5.56%) Electronics Design Engineer
6 2 (5.56%) Electronics Engineer
6 2 (5.56%) Senior Developer
6 2 (5.56%) Senior Linux Administrator
6 2 (5.56%) Senior Linux Systems Administrator
6 2 (5.56%) Senior Python Developer
6 2 (5.56%) Senior Systems Administrator
7 1 (2.78%) Support Engineer
Libraries, Frameworks & Software Standards
1 14 (38.89%) D3.js
1 14 (38.89%) ggplot
1 14 (38.89%) Kafka
2 7 (19.44%) HTML
3 6 (16.67%) 802.1X
4 2 (5.56%) Django
4 2 (5.56%) LAMP
4 2 (5.56%) LEMP Stack
5 1 (2.78%) Node.js
5 1 (2.78%) Qt
5 1 (2.78%) RabbitMQ
5 1 (2.78%) Unreal Engine
Miscellaneous
1 14 (38.89%) Algorithms
1 14 (38.89%) Social Network
2 6 (16.67%) Self-Motivation
3 4 (11.11%) Analytical Skills
4 3 (8.33%) Computer Science
5 1 (2.78%) Animation
5 1 (2.78%) Data Centre
5 1 (2.78%) Life Science
5 1 (2.78%) Public Cloud
Operating Systems
1 13 (36.11%) Linux
2 10 (27.78%) Unix
3 3 (8.33%) CentOS
4 1 (2.78%) Android
4 1 (2.78%) Debian
4 1 (2.78%) Fedora
4 1 (2.78%) OpenVMS
4 1 (2.78%) Red Hat Enterprise Linux
4 1 (2.78%) Ubuntu
4 1 (2.78%) VMS
4 1 (2.78%) Windows
Processes & Methodologies
1 21 (58.33%) Mathematics
2 18 (50.00%) Artificial Intelligence
3 14 (38.89%) Analytics
3 14 (38.89%) Business Intelligence
3 14 (38.89%) Data Engineering
3 14 (38.89%) Data Modelling
3 14 (38.89%) Data Science
3 14 (38.89%) Data Security
3 14 (38.89%) Data Visualisation
3 14 (38.89%) Data-Driven Decision Making
3 14 (38.89%) Decision-Making
3 14 (38.89%) Econometrics
3 14 (38.89%) Operations Research
3 14 (38.89%) Quantitative Research
3 14 (38.89%) Random Forest
3 14 (38.89%) Statistics
3 14 (38.89%) Visualisation
4 6 (16.67%) Integration Acceptance Testing
4 6 (16.67%) Test Automation
4 6 (16.67%) Test Management
Programming Languages
1 15 (41.67%) SQL
2 14 (38.89%) R
3 10 (27.78%) PHP
4 9 (25.00%) JavaScript
5 8 (22.22%) Bash Shell
5 8 (22.22%) C#
6 6 (16.67%) Java
6 6 (16.67%) PowerShell
7 4 (11.11%) C++
7 4 (11.11%) Lua
7 4 (11.11%) Scala
8 3 (8.33%) C
8 3 (8.33%) Perl
9 1 (2.78%) Ruby
Qualifications
1 25 (69.44%) Degree
2 6 (16.67%) ISTQB
2 6 (16.67%) ISTQB Foundation Certification
3 2 (5.56%) Computer Science Degree
4 1 (2.78%) PhD
System Software
1 2 (5.56%) Varnish
2 1 (2.78%) VMware ESXi
2 1 (2.78%) VMware Infrastructure
Systems Management
1 14 (38.89%) Hadoop YARN
2 6 (16.67%) HP ALM
3 4 (11.11%) Puppet
4 2 (5.56%) Ansible
4 2 (5.56%) cPanel
4 2 (5.56%) HAProxy
4 2 (5.56%) Plesk
5 1 (2.78%) Netcool
5 1 (2.78%) NSN NetAct
5 1 (2.78%) Opscode Chef
Vendors
1 14 (38.89%) SAP
1 14 (38.89%) Tableau
2 6 (16.67%) Atlassian
2 6 (16.67%) HP
2 6 (16.67%) Remedy
3 2 (5.56%) Oracle
3 2 (5.56%) Red Hat
4 1 (2.78%) BMC
4 1 (2.78%) Ericsson
4 1 (2.78%) VMware