Period
to 3 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 3 July 2020 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
3 Jul 2020
Same period 2019 Same period 2018
Rank 24 38 26
Rank change year-on-year +14 -12 +7
Permanent jobs citing Python 181 285 426
As % of all permanent jobs advertised in Surrey 8.63% 6.46% 8.07%
As % of the Programming Languages category 16.22% 12.75% 14.27%
Number of salaries quoted 131 259 377
Median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £38,750 £32,500 £33,150
90th Percentile £77,500 £83,750 £74,000
South East median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 Surrey with a requirement for coding skills.

All Programming Languages
Surrey
Permanent vacancies with a requirement for coding skills 1,116 2,236 2,985
As % of all permanent IT jobs advertised in Surrey 53.22% 50.71% 56.56%
Number of salaries quoted 928 1,859 2,611
Median annual salary £55,000 £55,000 £47,500
Median salary % change year-on-year - +15.79% -5.00%
10th Percentile £35,000 £31,500 £30,000
90th Percentile £77,500 £77,500 £68,750
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Python
Job Vacancy Trend in Surrey

Job postings citing Python as a proportion of all IT jobs advertised in Surrey.

Job vacancy trend for Python in Surrey

Python
Salary Trend in Surrey

3-month moving average salary quoted in jobs citing Python in Surrey.

Salary trend for Python in Surrey

Python
Salary Histogram in Surrey

Salary distribution for jobs citing Python in Surrey over the 6 months to 3 July 2020.

Salary histogram for Python in Surrey

Python
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Surrey region over the 6 months to 3 July 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Staines -3 30 £65,000 -
Reigate 0 25 £60,000 -5.88%
Guildford -2 19 £44,000 -37.14% 6
Woking +28 12 £60,000 +20.00% 2
Redhill -1 12 £52,500 +16.67%
Leatherhead +18 6 £50,000 -9.09% 3
Camberley +14 3 £71,500 -1.38%
Banstead -2 1 £75,000 -
Sunbury-on-Thames - 1 £75,000 -
Walton-on-Thames - 1 £55,000 -
Cobham - 1 £60,000 -
Egham - 1 £57,500 -
Python
South East

For the 6 months to 3 July 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 Surrey region with a requirement for Python.

1 69 (38.12%) Java
2 64 (35.36%) Docker
3 61 (33.70%) SQL
3 61 (33.70%) Software Engineering
4 54 (29.83%) Finance
4 54 (29.83%) DevOps
5 49 (27.07%) Linux
6 44 (24.31%) Git (software)
7 39 (21.55%) AWS
7 39 (21.55%) JavaScript
8 38 (20.99%) Agile Software Development
9 35 (19.34%) Jenkins
10 34 (18.78%) C#
10 34 (18.78%) C++
11 33 (18.23%) Bash Shell
12 32 (17.68%) Azure
12 32 (17.68%) Test Automation
13 30 (16.57%) PHP
13 30 (16.57%) Business Intelligence
14 29 (16.02%) AngularJS
15 28 (15.47%) Perl
15 28 (15.47%) Mathematics
16 27 (14.92%) Node.js
17 26 (14.36%) Ruby
18 25 (13.81%) C
19 23 (12.71%) Analytics
19 23 (12.71%) React
19 23 (12.71%) Mobile Development
20 22 (12.15%) QA
20 22 (12.15%) jQuery

Python
Co-occurring IT Skills in Surrey 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 11 (6.08%) Apache
2 10 (5.52%) nginx
3 9 (4.97%) CICS
3 9 (4.97%) Tomcat
3 9 (4.97%) WebSphere
4 8 (4.42%) Confluence
4 8 (4.42%) WebLogic
5 5 (2.76%) SAS
6 4 (2.21%) Apache Spark
6 4 (2.21%) Cloud Foundry
6 4 (2.21%) JBoss
6 4 (2.21%) Oracle HTTP Server
7 3 (1.66%) Apache Airflow
7 3 (1.66%) WebSphere Application Server
8 2 (1.10%) BizTalk Server
8 2 (1.10%) OpenStack
9 1 (0.55%) GemFire
Applications
1 5 (2.76%) Microsoft Excel
2 1 (0.55%) SPSS
Business Applications
1 4 (2.21%) Oracle Applications
2 1 (0.55%) FastStats
Cloud Services
1 39 (21.55%) AWS
2 32 (17.68%) Azure
3 15 (8.29%) Power Platform
4 9 (4.97%) PaaS
5 8 (4.42%) SaaS
6 7 (3.87%) AWS Lambda
6 7 (3.87%) GCP
6 7 (3.87%) GitHub
6 7 (3.87%) Serverless
7 6 (3.31%) Amazon EMR
8 4 (2.21%) Amazon CloudWatch
8 4 (2.21%) Amazon S3
8 4 (2.21%) AWS CloudFormation
8 4 (2.21%) Azure Machine Learning
9 2 (1.10%) Amazon EC2
9 2 (1.10%) Amazon Kinesis
9 2 (1.10%) Amazon SQS
9 2 (1.10%) Heroku
10 1 (0.55%) Amazon ELB
10 1 (0.55%) IaaS
Communications & Networking
1 21 (11.60%) HTTP
2 11 (6.08%) TCP/IP
3 6 (3.31%) DNS
4 4 (2.21%) MQTT
4 4 (2.21%) SSL
5 3 (1.66%) LTE
5 3 (1.66%) VoIP
6 2 (1.10%) AMQP
6 2 (1.10%) Firewall
6 2 (1.10%) FTP
6 2 (1.10%) Internet
6 2 (1.10%) Skype
6 2 (1.10%) SMTP
7 1 (0.55%) 5G
7 1 (0.55%) DSL
7 1 (0.55%) NAS
7 1 (0.55%) SNMP
7 1 (0.55%) Wireshark
Database & Business Intelligence
1 18 (9.94%) Big Data
2 17 (9.39%) Relational Database
3 16 (8.84%) SQL Server
4 15 (8.29%) Data Lake
4 15 (8.29%) Power BI
5 14 (7.73%) Data Warehouse
6 10 (5.52%) SQL Server Integration Services
7 9 (4.97%) Biml
7 9 (4.97%) PostgreSQL
7 9 (4.97%) SQL Server Analysis Services
7 9 (4.97%) SQL Server Reporting Services
8 8 (4.42%) DB2
8 8 (4.42%) Oracle Database
9 7 (3.87%) NoSQL
10 4 (2.21%) Amazon Redshift
10 4 (2.21%) Azure SQL Data Warehouse
10 4 (2.21%) HDInsight
11 3 (1.66%) MariaDB
11 3 (1.66%) MySQL
12 2 (1.10%) Azure SQL Database
Development Applications
1 44 (24.31%) Git (software)
2 35 (19.34%) Jenkins
3 19 (10.50%) JIRA
4 11 (6.08%) Selenium
5 10 (5.52%) Xcode
6 5 (2.76%) HP UFT
6 5 (2.76%) JMeter
6 5 (2.76%) JUnit
6 5 (2.76%) LoadRunner
7 4 (2.21%) ProC
7 4 (2.21%) Subversion
8 3 (1.66%) Gradle
8 3 (1.66%) Sonatype Nexus
8 3 (1.66%) Travis CI
9 2 (1.10%) Octopus Deploy
9 2 (1.10%) Team Foundation Server
10 1 (0.55%) Eclipse
10 1 (0.55%) SonarQube
10 1 (0.55%) SpecFlow
10 1 (0.55%) Visual Studio
General
1 54 (29.83%) Finance
2 5 (2.76%) Financial Institution
3 3 (1.66%) Marketing
3 3 (1.66%) Public Sector
3 3 (1.66%) Telecoms
4 2 (1.10%) Electronics
4 2 (1.10%) Games
4 2 (1.10%) Pharmaceutical
4 2 (1.10%) Police
5 1 (0.55%) Advertising
5 1 (0.55%) Automotive
5 1 (0.55%) Manufacturing
Job Titles
1 72 (39.78%) Developer
2 45 (24.86%) Software Engineer
3 36 (19.89%) Python Engineer
4 34 (18.78%) Python Software Engineer
5 32 (17.68%) Applications Engineer
5 32 (17.68%) Software Developer
6 31 (17.13%) Applications Developer
6 31 (17.13%) Developer/Software Engineer
6 31 (17.13%) Python Developer
6 31 (17.13%) Web Applications Developer
6 31 (17.13%) Web Applications Engineer
6 31 (17.13%) Web Engineer
7 25 (13.81%) Analyst
8 17 (9.39%) Senior Developer
9 16 (8.84%) Data Analyst
10 15 (8.29%) Mobile Developer
11 11 (6.08%) DevOps Engineer
11 11 (6.08%) Java Developer
12 10 (5.52%) Data Engineer
12 10 (5.52%) Senior Mobile Developer
Libraries, Frameworks & Software Standards
1 29 (16.02%) AngularJS
2 27 (14.92%) Node.js
3 23 (12.71%) React
4 22 (12.15%) jQuery
5 21 (11.60%) XML
6 16 (8.84%) .NET
6 16 (8.84%) HTML
6 16 (8.84%) REST
7 10 (5.52%) Web Services
8 8 (4.42%) Kafka
9 6 (3.31%) RESTful
9 6 (3.31%) Spring
10 5 (2.76%) .NET Core
10 5 (2.76%) CSS
10 5 (2.76%) Middleware
10 5 (2.76%) Redux
10 5 (2.76%) WebSphere MQ
11 4 (2.21%) ASP.NET
11 4 (2.21%) Django
11 4 (2.21%) Spring Boot
Miscellaneous
1 16 (8.84%) Analytical Skills
2 10 (5.52%) Linux Command Line
3 9 (4.97%) Mainframe
4 8 (4.42%) User Experience
5 6 (3.31%) Greenfield Project
6 5 (2.76%) Data Structures
6 5 (2.76%) IBM Mainframe
7 4 (2.21%) Data Centre
7 4 (2.21%) N-Tier
8 3 (1.66%) Cloud Native
8 3 (1.66%) Embedded Systems
8 3 (1.66%) Self-Motivation
8 3 (1.66%) Video Conferencing
9 2 (1.10%) Algorithms
9 2 (1.10%) Cyber Kill Chain
9 2 (1.10%) Enterprise Software
9 2 (1.10%) Security Operations Centre
10 1 (0.55%) Cyberthreat
10 1 (0.55%) Internet of Things
10 1 (0.55%) Public Cloud
Operating Systems
1 49 (27.07%) Linux
2 19 (10.50%) Android
2 19 (10.50%) Apple iOS
3 12 (6.63%) Unix
4 11 (6.08%) Red Hat Enterprise Linux
5 9 (4.97%) CentOS
5 9 (4.97%) Mac OS
5 9 (4.97%) Windows
6 2 (1.10%) AIX
6 2 (1.10%) Solaris
Processes & Methodologies
1 61 (33.70%) Software Engineering
2 54 (29.83%) DevOps
3 38 (20.99%) Agile Software Development
4 32 (17.68%) Test Automation
5 30 (16.57%) Business Intelligence
6 28 (15.47%) Mathematics
7 23 (12.71%) Analytics
7 23 (12.71%) Mobile Development
8 21 (11.60%) Continuous Integration
9 20 (11.05%) Continuous Delivery
10 19 (10.50%) Data Science
11 18 (9.94%) Continuous Improvement
12 17 (9.39%) Data Analysis
12 17 (9.39%) Visualisation
13 15 (8.29%) Android Development
13 15 (8.29%) Data Modelling
13 15 (8.29%) iOS Development
13 15 (8.29%) Problem-Solving
14 14 (7.73%) Scrum
15 13 (7.18%) Computer Science
Programming Languages
1 69 (38.12%) Java
2 61 (33.70%) SQL
3 39 (21.55%) JavaScript
4 34 (18.78%) C#
4 34 (18.78%) C++
5 33 (18.23%) Bash Shell
6 30 (16.57%) PHP
7 28 (15.47%) Perl
8 26 (14.36%) Ruby
9 25 (13.81%) C
10 17 (9.39%) PowerShell
10 17 (9.39%) R
11 15 (8.29%) Apple Swift
11 15 (8.29%) Objective-C
12 11 (6.08%) Data Analysis Expressions (DAX)
13 9 (4.97%) T-SQL
13 9 (4.97%) VB
13 9 (4.97%) VB.NET
14 8 (4.42%) Shell Script
15 7 (3.87%) Go
Qualifications
1 18 (9.94%) Degree
2 10 (5.52%) Security Cleared
3 9 (4.97%) PhD
4 7 (3.87%) SC Cleared
5 6 (3.31%) ISEB
5 6 (3.31%) ISTQB
5 6 (3.31%) PMI Certification
5 6 (3.31%) PMP
6 2 (1.10%) AWS Certification
6 2 (1.10%) Computer Science Degree
6 2 (1.10%) DV Cleared
7 1 (0.55%) Master's Degree
Quality Assurance & Compliance
1 22 (12.15%) QA
2 12 (6.63%) Data Quality
2 12 (6.63%) ISO/IEC 27001
3 11 (6.08%) GDPR
4 4 (2.21%) SLA
5 1 (0.55%) ISO 13485
5 1 (0.55%) MiFID
System Software
1 64 (35.36%) Docker
2 6 (3.31%) ACF2
2 6 (3.31%) RACF
3 5 (2.76%) vCloud
3 5 (2.76%) VMware Infrastructure
4 4 (2.21%) Active Directory
5 1 (0.55%) Virtual Machines
Systems Management
1 18 (9.94%) Kubernetes
2 14 (7.73%) Puppet
3 13 (7.18%) Ansible
4 11 (6.08%) Opscode Chef
4 11 (6.08%) Terraform
5 4 (2.21%) OpenView
6 2 (1.10%) Control-M
6 2 (1.10%) Nagios
7 1 (0.55%) Grafana
7 1 (0.55%) HAProxy
7 1 (0.55%) HP SiteScope
7 1 (0.55%) Salt
Vendors
1 13 (7.18%) Oracle
2 10 (5.52%) Microsoft
3 9 (4.97%) Hortonworks
3 9 (4.97%) HP
3 9 (4.97%) Xamarin
4 7 (3.87%) Red Hat
5 6 (3.31%) IBM
5 6 (3.31%) Splunk
6 5 (2.76%) Tableau
6 5 (2.76%) VMware
7 4 (2.21%) Atlassian
7 4 (2.21%) New Relic
8 3 (1.66%) Databricks
8 3 (1.66%) Google
8 3 (1.66%) Vertica
9 2 (1.10%) AppDynamics
9 2 (1.10%) CA
9 2 (1.10%) Samsung
10 1 (0.55%) EMC
10 1 (0.55%) SAP