Period
to 24 February 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 24 February 2020 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
24 Feb 2020
Same period 2019 Same period 2018
Rank 37 34 28
Rank change year-on-year -3 -6 +23
Permanent jobs citing Python 214 318 437
As % of all permanent IT jobs advertised in Surrey 6.08% 7.09% 7.54%
As % of the Programming Languages category 12.15% 13.28% 13.07%
Number of salaries quoted 187 253 404
Surrey median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £33,750 £34,000 £36,475
90th Percentile £78,500 £78,750 £68,750
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 1,762 2,395 3,344
As % of all permanent IT jobs advertised in Surrey 50.04% 53.39% 57.68%
Number of salaries quoted 1,532 2,029 2,873
Surrey median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £32,500 £31,000 £30,000
90th Percentile £77,500 £73,750 £66,000
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 percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Python in Surrey

Python
Salary Trend in Surrey

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

Salary trend for Python in Surrey

Python
Salary Histogram in Surrey

The salary distribution of IT jobs citing Python in Surrey over the 6 months to 24 February 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 24 February 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
Guildford -6 54 £50,000 -9.91% 10
Redhill +3 24 £37,500 -16.67% 5
Reigate +5 23 £53,750 -2.27% 11
Woking +6 21 £60,000 +38.73% 2
Staines -21 18 £62,500 -15.54% 2
Leatherhead +24 15 £60,000 +22.45% 3
Walton-on-Thames -3 6 £55,000 -15.38%
Egham +13 5 - - 1
Sunbury-on-Thames - 2 £92,500 -
Farnham - 2 £38,750 - 3
Epsom -1 1 £60,000 -7.69%
Banstead -1 1 £70,000 -6.67%
Dorking -5 1 £60,000 +9.09% 1
Python
South East

For the 6 months to 24 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 Surrey region with a requirement for Python.

1 95 (44.39%) SQL
2 81 (37.85%) Java
3 66 (30.84%) Linux
4 61 (28.50%) Finance
5 55 (25.70%) Docker
6 54 (25.23%) AWS
7 53 (24.77%) C++
8 50 (23.36%) C#
9 46 (21.50%) Degree
10 45 (21.03%) JavaScript
10 45 (21.03%) Git (software)
11 44 (20.56%) Analytics
12 43 (20.09%) Azure
12 43 (20.09%) Software Engineering
13 41 (19.16%) Agile Software Development
13 41 (19.16%) Jenkins
14 40 (18.69%) QA
14 40 (18.69%) Perl
15 36 (16.82%) Business Intelligence
15 36 (16.82%) Bash Shell
16 35 (16.36%) Mathematics
17 34 (15.89%) DevOps
18 33 (15.42%) Visualisation
19 32 (14.95%) Data Analysis
20 31 (14.49%) Data Science
21 30 (14.02%) C
22 28 (13.08%) Data Analytics
23 27 (12.62%) Continuous Delivery
23 27 (12.62%) Node.js
23 27 (12.62%) Problem-Solving

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 17 (7.94%) Apache
2 14 (6.54%) CICS
2 14 (6.54%) WebSphere
3 11 (5.14%) nginx
4 8 (3.74%) SAS
4 8 (3.74%) Tomcat
5 7 (3.27%) Apache Spark
6 6 (2.80%) Cloud Foundry
6 6 (2.80%) Confluence
6 6 (2.80%) Oracle HTTP Server
7 4 (1.87%) Apache Airflow
8 3 (1.40%) JBoss
9 2 (0.93%) BizTalk Server
9 2 (0.93%) ColdFusion
9 2 (0.93%) WebSphere Application Server
10 1 (0.47%) CMS
10 1 (0.47%) GemFire
10 1 (0.47%) Liferay
10 1 (0.47%) OpenStack
10 1 (0.47%) WebLogic
Applications
1 7 (3.27%) Microsoft Excel
2 2 (0.93%) SPSS
2 2 (0.93%) Stata
3 1 (0.47%) Microsoft Office
Business Applications
1 1 (0.47%) CA PPM
Cloud Services
1 54 (25.23%) AWS
2 43 (20.09%) Azure
3 13 (6.07%) Power Platform
4 10 (4.67%) GCP
4 10 (4.67%) PaaS
4 10 (4.67%) SaaS
5 9 (4.21%) GitHub
5 9 (4.21%) IaaS
6 8 (3.74%) AWS CloudFormation
7 5 (2.34%) AWS Lambda
7 5 (2.34%) Serverless
8 3 (1.40%) Amazon EMR
8 3 (1.40%) Amazon S3
9 2 (0.93%) Adobe Analytics
9 2 (0.93%) Amazon Kinesis
9 2 (0.93%) Google Analytics
9 2 (0.93%) SuccessFactors
10 1 (0.47%) AWS IoT
10 1 (0.47%) Azure Machine Learning
10 1 (0.47%) Mimecast
Communications & Networking
1 24 (11.21%) TCP/IP
2 15 (7.01%) HTTP
3 11 (5.14%) DNS
4 7 (3.27%) Internet
5 6 (2.80%) SSL
6 4 (1.87%) Intrusion Detection
7 3 (1.40%) Firewall
7 3 (1.40%) Skype
8 2 (0.93%) LTE
8 2 (0.93%) MQTT
8 2 (0.93%) VoIP
8 2 (0.93%) VSAN
9 1 (0.47%) AMQP
9 1 (0.47%) FTP
9 1 (0.47%) iSCSI
9 1 (0.47%) Network Security
9 1 (0.47%) SMTP
9 1 (0.47%) VLAN
9 1 (0.47%) VPN
9 1 (0.47%) Wireshark
Database & Business Intelligence
1 26 (12.15%) Relational Database
2 19 (8.88%) Big Data
3 13 (6.07%) DB2
3 13 (6.07%) Power BI
4 11 (5.14%) Data Lake
4 11 (5.14%) PostgreSQL
5 10 (4.67%) Data Warehouse
6 9 (4.21%) NoSQL
7 7 (3.27%) MySQL
8 6 (2.80%) SQL Server
9 5 (2.34%) Data Mining
10 4 (1.87%) Amazon Redshift
10 4 (1.87%) MongoDB
11 3 (1.40%) Oracle Database
12 2 (0.93%) Amazon DynamoDB
12 2 (0.93%) Azure SQL Database
12 2 (0.93%) MariaDB
12 2 (0.93%) Presto
12 2 (0.93%) SQL Server Integration Services
12 2 (0.93%) SQL Server Reporting Services
Development Applications
1 45 (21.03%) Git (software)
2 41 (19.16%) Jenkins
3 23 (10.75%) JIRA
4 13 (6.07%) Selenium
5 11 (5.14%) HP UFT
5 11 (5.14%) JMeter
5 11 (5.14%) JUnit
5 11 (5.14%) LoadRunner
6 10 (4.67%) Visual Studio
7 6 (2.80%) Eclipse
8 5 (2.34%) Xcode
9 3 (1.40%) Octopus Deploy
9 3 (1.40%) Subversion
9 3 (1.40%) Travis CI
10 2 (0.93%) Team Foundation Server
11 1 (0.47%) CMake
11 1 (0.47%) Gradle
11 1 (0.47%) SonarQube
11 1 (0.47%) Sonatype Nexus
11 1 (0.47%) TeamCity
General
1 61 (28.50%) Finance
2 9 (4.21%) Games
2 9 (4.21%) Public Sector
3 8 (3.74%) Marketing
4 6 (2.80%) Electronics
5 5 (2.34%) Financial Institution
5 5 (2.34%) Manufacturing
5 5 (2.34%) Telecoms
6 3 (1.40%) Pharmaceutical
6 3 (1.40%) Police
7 1 (0.47%) Aerospace
7 1 (0.47%) Automotive
7 1 (0.47%) Publishing
Job Titles
1 43 (20.09%) Developer
2 42 (19.63%) Analyst
3 27 (12.62%) Data Analyst
4 18 (8.41%) DevOps Engineer
4 18 (8.41%) Software Engineer
5 16 (7.48%) Consultant
5 16 (7.48%) Implementation Consultant
5 16 (7.48%) Software Consultant
5 16 (7.48%) Software Implementation Consultant
6 11 (5.14%) AWS Engineer
6 11 (5.14%) Linux Engineer
7 10 (4.67%) Data Engineer
8 9 (4.21%) Graduate
8 9 (4.21%) Senior Developer
9 8 (3.74%) Automation Engineer
9 8 (3.74%) Java Developer
9 8 (3.74%) Senior Consultant
9 8 (3.74%) Senior Implementation Consultant
9 8 (3.74%) Test Engineer
10 7 (3.27%) Python Engineer
Libraries, Frameworks & Software Standards
1 27 (12.62%) Node.js
2 25 (11.68%) REST
2 25 (11.68%) XML
3 22 (10.28%) AngularJS
4 20 (9.35%) .NET
5 18 (8.41%) React
6 17 (7.94%) HTML
7 11 (5.14%) Web Services
7 11 (5.14%) WebSphere MQ
8 10 (4.67%) jQuery
9 8 (3.74%) CSS
9 8 (3.74%) LAMP
10 7 (3.27%) HTML5
11 6 (2.80%) Kafka
11 6 (2.80%) Qt
11 6 (2.80%) Spring
12 5 (2.34%) .NET Framework
12 5 (2.34%) Middleware
13 4 (1.87%) Django
13 4 (1.87%) Spring Boot
Miscellaneous
1 20 (9.35%) Analytical Skills
2 17 (7.94%) Mainframe
3 15 (7.01%) User Experience
4 14 (6.54%) Linux Command Line
5 11 (5.14%) IBM Mainframe
6 10 (4.67%) Greenfield Project
7 6 (2.80%) Cyberthreat
7 6 (2.80%) N-Tier
8 5 (2.34%) Virtual Team
9 4 (1.87%) Cloud Native
9 4 (1.87%) Data Structures
9 4 (1.87%) Embedded Systems
10 3 (1.40%) Algorithms
10 3 (1.40%) Enterprise Software
10 3 (1.40%) Management Information System
11 2 (0.93%) Data Centre
11 2 (0.93%) Graphic Design
11 2 (0.93%) Internet of Things
11 2 (0.93%) Private Cloud
11 2 (0.93%) Security Operations Centre
Operating Systems
1 66 (30.84%) Linux
2 16 (7.48%) Red Hat Enterprise Linux
3 15 (7.01%) Unix
4 13 (6.07%) Windows
5 10 (4.67%) Android
5 10 (4.67%) CentOS
6 9 (4.21%) Apple iOS
7 5 (2.34%) Mac OS
8 1 (0.47%) AIX
8 1 (0.47%) Solaris
8 1 (0.47%) Ubuntu
Processes & Methodologies
1 44 (20.56%) Analytics
2 43 (20.09%) Software Engineering
3 41 (19.16%) Agile Software Development
4 36 (16.82%) Business Intelligence
5 35 (16.36%) Mathematics
6 34 (15.89%) DevOps
7 33 (15.42%) Visualisation
8 32 (14.95%) Data Analysis
9 31 (14.49%) Data Science
10 28 (13.08%) Data Analytics
11 27 (12.62%) Continuous Delivery
11 27 (12.62%) Problem-Solving
12 26 (12.15%) Test Automation
13 25 (11.68%) Machine Learning
14 24 (11.21%) Computer Science
15 23 (10.75%) Scrum
16 19 (8.88%) Mentoring
17 18 (8.41%) Requirements Analysis
17 18 (8.41%) Storytelling
18 17 (7.94%) Continuous Integration
Programming Languages
1 95 (44.39%) SQL
2 81 (37.85%) Java
3 53 (24.77%) C++
4 50 (23.36%) C#
5 45 (21.03%) JavaScript
6 40 (18.69%) Perl
7 36 (16.82%) Bash Shell
8 30 (14.02%) C
9 26 (12.15%) PHP
10 20 (9.35%) Ruby
11 18 (8.41%) Data Analysis Expressions (DAX)
12 16 (7.48%) R
13 14 (6.54%) Shell Script
13 14 (6.54%) VB
14 12 (5.61%) COBOL
15 11 (5.14%) Assembly Language
15 11 (5.14%) PL/1
16 10 (4.67%) PL/SQL
16 10 (4.67%) PowerShell
16 10 (4.67%) REXX
Qualifications
1 46 (21.50%) Degree
2 14 (6.54%) Computer Science Degree
2 14 (6.54%) Security Cleared
3 12 (5.61%) ISEB
3 12 (5.61%) ISTQB
3 12 (5.61%) PMI Certification
3 12 (5.61%) PMP
4 9 (4.21%) SC Cleared
5 6 (2.80%) Master's Degree
5 6 (2.80%) PhD
6 3 (1.40%) CISM
6 3 (1.40%) CISSP
7 2 (0.93%) AWS Certification
7 2 (0.93%) Numerate Degree
8 1 (0.47%) DV Cleared
8 1 (0.47%) GCFE
8 1 (0.47%) GCIA
8 1 (0.47%) GCIH
8 1 (0.47%) GREM
8 1 (0.47%) HND
Quality Assurance & Compliance
1 40 (18.69%) QA
2 24 (11.21%) Data Quality
3 22 (10.28%) ISO/IEC 27001
4 18 (8.41%) GDPR
5 1 (0.47%) COBIT
5 1 (0.47%) MiFID
5 1 (0.47%) NIST
System Software
1 55 (25.70%) Docker
2 12 (5.61%) ACF2
2 12 (5.61%) RACF
3 8 (3.74%) VMware Infrastructure
4 6 (2.80%) vSphere
5 2 (0.93%) VMware ESXi
5 2 (0.93%) VMware NSX
6 1 (0.47%) Firmware
6 1 (0.47%) NFS
6 1 (0.47%) Snort
6 1 (0.47%) vCloud
6 1 (0.47%) Virtual Machines
Systems Management
1 23 (10.75%) Kubernetes
2 22 (10.28%) Puppet
3 20 (9.35%) Opscode Chef
4 16 (7.48%) Ansible
5 14 (6.54%) Terraform
6 7 (3.27%) Salt
7 6 (2.80%) vCenter Server
8 3 (1.40%) PowerCLI
8 3 (1.40%) vRealize
8 3 (1.40%) vRealize Orchestrator
9 2 (0.93%) Control-M
9 2 (0.93%) Grafana
9 2 (0.93%) Nagios
9 2 (0.93%) Nessus
9 2 (0.93%) Prometheus
9 2 (0.93%) Single Sign-On
10 1 (0.47%) Failover Clustering
10 1 (0.47%) HAProxy
10 1 (0.47%) QRadar
Vendors
1 13 (6.07%) Microsoft
1 13 (6.07%) Oracle
1 13 (6.07%) Red Hat
1 13 (6.07%) Tableau
2 12 (5.61%) IBM
3 11 (5.14%) HP
4 9 (4.21%) VMware
5 8 (3.74%) Google
6 7 (3.27%) SAP
7 5 (2.34%) Databricks
7 5 (2.34%) Splunk
7 5 (2.34%) Xamarin
8 3 (1.40%) Atlassian
8 3 (1.40%) Vertica
9 2 (0.93%) Adobe
9 2 (0.93%) AppDynamics
9 2 (0.93%) Dell
9 2 (0.93%) EMC
9 2 (0.93%) Hortonworks
9 2 (0.93%) Palantir