Period
to 21 February 2020

The following table provides summary statistics for permanent job vacancies advertised in Guildford 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 February 2020 with a comparison to the same period in the previous 2 years.

Python
Surrey > Guildford
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 28 21 17
Rank change year-on-year -7 -4 +34
Permanent jobs citing Python 54 85 111
As % of all permanent IT jobs advertised in Guildford 7.45% 9.41% 12.53%
As % of the Programming Languages category 13.11% 16.93% 21.06%
Number of salaries quoted 51 80 103
Guildford median annual salary £50,000 £55,500 £52,500
Median salary % change year-on-year -9.91% +5.71% +7.69%
10th Percentile £28,500 £31,250 £37,750
90th Percentile £77,500 £80,250 £66,250
Surrey median annual salary £55,000 £55,000 £52,500
% 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 Guildford with a requirement for coding skills.

All Programming Languages
Guildford
Permanent vacancies with a requirement for coding skills 412 502 527
As % of all permanent IT jobs advertised in Guildford 56.83% 55.59% 59.48%
Number of salaries quoted 395 452 496
Guildford median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% -5.26%
10th Percentile £31,250 £28,750 £28,375
90th Percentile £78,750 £75,000 £62,500
Surrey median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Python
Job Vacancy Trend in Guildford

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

Job vacancy trend for Python in Guildford

Python
Salary Trend in Guildford

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

Salary trend for Python in Guildford

Python
Salary Histogram in Guildford

The salary distribution of IT jobs citing Python in Guildford over the 6 months to 21 February 2020.

Salary histogram for Python in Guildford

For the 6 months to 21 February 2020, 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 Guildford region with a requirement for Python.

1 30 (55.56%) SQL
2 27 (50.00%) Java
2 27 (50.00%) C++
3 24 (44.44%) Finance
4 18 (33.33%) C#
5 16 (29.63%) Mentoring
6 14 (25.93%) Node.js
6 14 (25.93%) XML
7 13 (24.07%) JavaScript
7 13 (24.07%) QA
7 13 (24.07%) Machine Learning
8 12 (22.22%) Big Data
8 12 (22.22%) Analytics
8 12 (22.22%) Problem-Solving
8 12 (22.22%) Linux
9 10 (18.52%) C
9 10 (18.52%) Software Engineering
9 10 (18.52%) Cybersecurity
10 9 (16.67%) Data Analytics
10 9 (16.67%) AWS
10 9 (16.67%) Computer Science
10 9 (16.67%) Games
11 8 (14.81%) PHP
11 8 (14.81%) TCP/IP
11 8 (14.81%) Docker
12 7 (12.96%) Jenkins
12 7 (12.96%) Threat Intelligence
12 7 (12.96%) Cyber Threat Intelligence
12 7 (12.96%) Degree
13 6 (11.11%) HTML

Python
Co-occurring IT Skills in Guildford 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 5 (9.26%) Cloud Foundry
2 3 (5.56%) SAS
3 2 (3.70%) Apache
3 2 (3.70%) Confluence
4 1 (1.85%) Apache Airflow
4 1 (1.85%) Apache Spark
4 1 (1.85%) GemFire
4 1 (1.85%) nginx
Applications
1 2 (3.70%) Stata
2 1 (1.85%) Microsoft Office
Cloud Services
1 9 (16.67%) AWS
2 5 (9.26%) GitHub
3 3 (5.56%) Azure
3 3 (5.56%) GCP
4 2 (3.70%) SuccessFactors
5 1 (1.85%) Amazon ELB
5 1 (1.85%) Amazon Kinesis
5 1 (1.85%) Amazon S3
5 1 (1.85%) AWS IoT
5 1 (1.85%) AWS Lambda
5 1 (1.85%) IaaS
5 1 (1.85%) PaaS
5 1 (1.85%) Power Platform
5 1 (1.85%) Serverless
Communications & Networking
1 8 (14.81%) TCP/IP
2 2 (3.70%) DNS
2 2 (3.70%) LTE
2 2 (3.70%) VoIP
3 1 (1.85%) Internet
3 1 (1.85%) Intrusion Detection
3 1 (1.85%) Wireshark
Database & Business Intelligence
1 12 (22.22%) Big Data
2 6 (11.11%) NoSQL
3 5 (9.26%) Data Warehouse
4 4 (7.41%) MySQL
5 3 (5.56%) MongoDB
5 3 (5.56%) PostgreSQL
6 2 (3.70%) Presto
7 1 (1.85%) Amazon Redshift
7 1 (1.85%) Apache Hive
7 1 (1.85%) Azure SQL Data Warehouse
7 1 (1.85%) Data Lake
7 1 (1.85%) Data Mining
7 1 (1.85%) MariaDB
7 1 (1.85%) Power BI
7 1 (1.85%) Snowflake Schema
7 1 (1.85%) SQL Server
Development Applications
1 7 (12.96%) Jenkins
2 4 (7.41%) Git (software)
3 3 (5.56%) Subversion
4 2 (3.70%) JIRA
5 1 (1.85%) CMake
5 1 (1.85%) Gradle
5 1 (1.85%) SonarQube
5 1 (1.85%) Sonatype Nexus
General
1 24 (44.44%) Finance
2 9 (16.67%) Games
3 3 (5.56%) Pharmaceutical
4 1 (1.85%) Marketing
4 1 (1.85%) Publishing
Job Titles
1 16 (29.63%) Consultant
1 16 (29.63%) Implementation Consultant
1 16 (29.63%) Software Consultant
1 16 (29.63%) Software Implementation Consultant
2 8 (14.81%) Senior Consultant
2 8 (14.81%) Senior Implementation Consultant
3 7 (12.96%) Developer
4 6 (11.11%) Analyst
4 6 (11.11%) Development Engineer
4 6 (11.11%) Incident Engineer
4 6 (11.11%) Software Engineer
5 5 (9.26%) Junior
6 4 (7.41%) DevOps Engineer
6 4 (7.41%) Graduate
6 4 (7.41%) Senior Software Engineer
7 3 (5.56%) C/C++ Embedded Software Engineer
7 3 (5.56%) C/C++ Software Engineer
7 3 (5.56%) Data Scientist
7 3 (5.56%) Graduate Consultant
7 3 (5.56%) Graduate Software Consultant
Libraries, Frameworks & Software Standards
1 14 (25.93%) Node.js
1 14 (25.93%) XML
2 6 (11.11%) HTML
3 5 (9.26%) React
4 4 (7.41%) AngularJS
4 4 (7.41%) CSS
5 3 (5.56%) .NET
6 2 (3.70%) Django
6 2 (3.70%) Kafka
6 2 (3.70%) REST
6 2 (3.70%) SAP PI
6 2 (3.70%) Yocto
7 1 (1.85%) GraphQL
7 1 (1.85%) LEMP Stack
7 1 (1.85%) Natural Language Processing
7 1 (1.85%) NumPy
7 1 (1.85%) Pandas
7 1 (1.85%) RabbitMQ
7 1 (1.85%) SOAP
7 1 (1.85%) Web Services
Miscellaneous
1 6 (11.11%) Cyberthreat
2 4 (7.41%) Embedded Systems
2 4 (7.41%) Greenfield Project
3 3 (5.56%) Analytical Skills
4 2 (3.70%) Algorithms
4 2 (3.70%) Data Structures
4 2 (3.70%) Graphic Design
5 1 (1.85%) Cloud Native
5 1 (1.85%) Data Centre
5 1 (1.85%) Internet of Things
Operating Systems
1 12 (22.22%) Linux
2 3 (5.56%) Unix
3 1 (1.85%) Windows
Processes & Methodologies
1 16 (29.63%) Mentoring
2 13 (24.07%) Machine Learning
3 12 (22.22%) Analytics
3 12 (22.22%) Problem-Solving
4 10 (18.52%) Cybersecurity
4 10 (18.52%) Software Engineering
5 9 (16.67%) Computer Science
5 9 (16.67%) Data Analytics
6 7 (12.96%) Cyber Threat Intelligence
6 7 (12.96%) Threat Intelligence
7 6 (11.11%) Big Data Analytics
7 6 (11.11%) Malware Reverse Engineering
7 6 (11.11%) Mathematics
7 6 (11.11%) Reverse Engineering
7 6 (11.11%) Technical Analysis
8 5 (9.26%) Continuous Delivery
9 4 (7.41%) Data Analysis
9 4 (7.41%) DevOps
9 4 (7.41%) Physics
9 4 (7.41%) Website Architecture
Programming Languages
1 30 (55.56%) SQL
2 27 (50.00%) C++
2 27 (50.00%) Java
3 18 (33.33%) C#
4 13 (24.07%) JavaScript
5 10 (18.52%) C
6 8 (14.81%) PHP
7 5 (9.26%) Bash Shell
8 3 (5.56%) MATLAB
8 3 (5.56%) R
9 2 (3.70%) Embedded C++
10 1 (1.85%) Ruby
10 1 (1.85%) Scala
10 1 (1.85%) Shell Script
10 1 (1.85%) TypeScript
Qualifications
1 7 (12.96%) Degree
2 5 (9.26%) Computer Science Degree
3 4 (7.41%) PhD
4 2 (3.70%) Numerate Degree
5 1 (1.85%) DV Cleared
5 1 (1.85%) HND
5 1 (1.85%) Master's Degree
5 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 13 (24.07%) QA
2 1 (1.85%) Data Quality
2 1 (1.85%) ISO/IEC 27001
System Software
1 8 (14.81%) Docker
2 1 (1.85%) Firmware
2 1 (1.85%) Snort
2 1 (1.85%) Virtual Machines
2 1 (1.85%) VMware Infrastructure
Systems Management
1 6 (11.11%) Kubernetes
1 6 (11.11%) Terraform
2 5 (9.26%) Opscode Chef
3 4 (7.41%) Ansible
3 4 (7.41%) Puppet
3 4 (7.41%) Salt
4 1 (1.85%) HAProxy
4 1 (1.85%) Nessus
4 1 (1.85%) QRadar
Vendors
1 2 (3.70%) Microsoft
1 2 (3.70%) SAP
2 1 (1.85%) ArcSight
2 1 (1.85%) Oracle
2 1 (1.85%) Percona
2 1 (1.85%) Splunk
2 1 (1.85%) VMware