Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Woking 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Python
Surrey > Woking
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 43 18 59
Rank change year-on-year -25 +41 +2
Permanent jobs citing Python 16 81 23
As % of all permanent IT jobs advertised in Woking 3.90% 11.91% 3.40%
As % of the Programming Languages category 6.43% 20.15% 5.87%
Number of salaries quoted 13 79 21
Woking median annual salary £60,000 £47,500 £40,000
Median salary % change year-on-year +26.32% +18.75% -20.00%
10th Percentile £45,500 £38,750 £31,250
90th Percentile £72,500 £58,750 £53,750
Surrey median annual salary £55,000 £52,500 £45,000
% change year-on-year +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 Woking with a requirement for coding skills.

All Programming Languages
Woking
Permanent vacancies with a requirement for coding skills 249 402 392
As % of all permanent IT jobs advertised in Woking 60.73% 59.12% 57.90%
Number of salaries quoted 219 371 371
Woking median annual salary £45,000 £47,500 £42,500
Median salary % change year-on-year -5.26% +11.76% -5.56%
10th Percentile £31,850 £29,000 £27,500
90th Percentile £63,750 £60,000 £60,000
Surrey median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Python
Job Vacancy Trend in Woking

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

Job vacancy trend for Python in Woking

Python
Salary Trend in Woking

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

Salary trend for Python in Woking

Python
Salary Histogram in Woking

The salary distribution of IT jobs citing Python in Woking over the 6 months to 23 November 2017.

Salary histogram for Python in Woking

For the 6 months to 23 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 Woking region with a requirement for Python.

1 9 (56.25%) Java
2 8 (50.00%) Perl
2 8 (50.00%) Linux
2 8 (50.00%) Apache
2 8 (50.00%) Puppet
2 8 (50.00%) Opscode Chef
2 8 (50.00%) Ansible
2 8 (50.00%) Docker
2 8 (50.00%) DevOps
3 6 (37.50%) Business Intelligence
3 6 (37.50%) Red Hat
3 6 (37.50%) Software Engineering
3 6 (37.50%) CentOS
4 5 (31.25%) Red Hat Enterprise Linux
4 5 (31.25%) nginx
4 5 (31.25%) Ruby
4 5 (31.25%) Debian
4 5 (31.25%) C#
4 5 (31.25%) C++
4 5 (31.25%) Kubernetes
4 5 (31.25%) Salt
4 5 (31.25%) Terraform
4 5 (31.25%) Rancher
5 3 (18.75%) MySQL
5 3 (18.75%) Amazon AWS
5 3 (18.75%) Computer Science
5 3 (18.75%) Algorithms
5 3 (18.75%) Bash Shell
5 3 (18.75%) Big Data
6 2 (12.50%) OpenCV

Python
Co-occurring IT Skills in Woking 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 8 (50.00%) Apache
2 5 (31.25%) nginx
3 2 (12.50%) Apache Spark
Applications
1 1 (6.25%) Simulink
Cloud Services
1 3 (18.75%) Amazon AWS
2 2 (12.50%) Amazon EC2
2 2 (12.50%) Amazon S3
2 2 (12.50%) Amazon SQS
2 2 (12.50%) AWS CloudFormation
3 1 (6.25%) Azure Data Factory
3 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 3 (18.75%) Big Data
1 3 (18.75%) MySQL
2 2 (12.50%) Amazon RDS
3 1 (6.25%) Azure SQL Data Warehouse
3 1 (6.25%) Data Lake
3 1 (6.25%) Data Warehouse
3 1 (6.25%) Hadoop
3 1 (6.25%) NoSQL
3 1 (6.25%) Power BI
Development Applications
1 1 (6.25%) Ant
1 1 (6.25%) Jenkins
General
1 2 (12.50%) Games
1 2 (12.50%) Retail
2 1 (6.25%) Advertising
2 1 (6.25%) Automotive
2 1 (6.25%) Banking
2 1 (6.25%) Finance
2 1 (6.25%) Law
2 1 (6.25%) Marketing
Job Titles
1 7 (43.75%) DevOps Engineer
2 4 (25.00%) Developer
3 2 (12.50%) C# Developer
3 2 (12.50%) C# GUI Developer
3 2 (12.50%) Graduate
3 2 (12.50%) GUI Developer
3 2 (12.50%) Software Engineer
4 1 (6.25%) Cloud Developer
4 1 (6.25%) Data Warehouse Developer
4 1 (6.25%) Embedded Engineer
4 1 (6.25%) Embedded Software Engineer
4 1 (6.25%) Graduate Developer
4 1 (6.25%) Graduate Software Developer
4 1 (6.25%) Insight Analyst
4 1 (6.25%) Java Engineer
4 1 (6.25%) Java Software Engineer
4 1 (6.25%) Lead Software Engineer
4 1 (6.25%) Linux Administrator
4 1 (6.25%) Linux Systems Administrator
4 1 (6.25%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (12.50%) .NET
1 2 (12.50%) OpenCV
1 2 (12.50%) TensorFlow
2 1 (6.25%) Kafka
2 1 (6.25%) LAMP
Miscellaneous
1 3 (18.75%) Algorithms
1 3 (18.75%) Computer Science
2 2 (12.50%) Online Games
3 1 (6.25%) Analytical Skills
3 1 (6.25%) Arduino
3 1 (6.25%) BeagleBone
3 1 (6.25%) Raspberry Pi
3 1 (6.25%) VHDL
Operating Systems
1 8 (50.00%) Linux
2 6 (37.50%) CentOS
3 5 (31.25%) Debian
3 5 (31.25%) Red Hat Enterprise Linux
4 2 (12.50%) Windows
5 1 (6.25%) Ubuntu
Processes & Methodologies
1 8 (50.00%) DevOps
2 6 (37.50%) Business Intelligence
2 6 (37.50%) Software Engineering
3 2 (12.50%) Agile Software Development
3 2 (12.50%) Analytics
3 2 (12.50%) Computer Vision
3 2 (12.50%) Data Visualisation
3 2 (12.50%) Deep Learning
3 2 (12.50%) Machine Learning
3 2 (12.50%) Open Source
3 2 (12.50%) SDLC
3 2 (12.50%) Test Automation
3 2 (12.50%) Visualisation
4 1 (6.25%) Dashboard Development
4 1 (6.25%) Data Transformation
4 1 (6.25%) High Availability
4 1 (6.25%) Innovative Thinking
4 1 (6.25%) Post-Campaign Analysis
4 1 (6.25%) Root Cause Analysis
4 1 (6.25%) Web Operations
Programming Languages
1 9 (56.25%) Java
2 8 (50.00%) Perl
3 5 (31.25%) C#
3 5 (31.25%) C++
3 5 (31.25%) Ruby
4 3 (18.75%) Bash Shell
5 2 (12.50%) R
5 2 (12.50%) SQL
6 1 (6.25%) C
6 1 (6.25%) MATLAB
6 1 (6.25%) PHP
6 1 (6.25%) Scala
6 1 (6.25%) T-SQL
6 1 (6.25%) U-SQL
6 1 (6.25%) VBA
Qualifications
1 2 (12.50%) Computer Science Degree
1 2 (12.50%) Degree
Quality Assurance & Compliance
1 1 (6.25%) QA
System Software
1 8 (50.00%) Docker
2 1 (6.25%) VMware ESXi
2 1 (6.25%) VMware Infrastructure
Systems Management
1 8 (50.00%) Ansible
1 8 (50.00%) Opscode Chef
1 8 (50.00%) Puppet
2 5 (31.25%) Kubernetes
2 5 (31.25%) Rancher
2 5 (31.25%) Salt
2 5 (31.25%) Terraform
Vendors
1 6 (37.50%) Red Hat
2 2 (12.50%) Capita
3 1 (6.25%) SAP
3 1 (6.25%) VMware