Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 April 2021

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 22 April 2021 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
22 Apr 2021		 Same period 2020 Same period 2019
Rank 39 33 38
Rank change year-on-year -6 +5 -12
Permanent jobs citing Python 122 201 283
As % of all permanent jobs advertised in Surrey 6.46% 6.72% 6.28%
As % of the Programming Languages category 10.93% 12.80% 12.12%
Number of salaries quoted 78 167 238
10th Percentile £33,375 £33,750 £32,500
25th Percentile £47,500 £42,000 £42,500
Median annual salary (50th Percentile) £55,500 £55,000 £55,000
Median % change year-on-year +0.91% - +6.80%
75th Percentile £70,000 £69,375 £75,000
90th Percentile £83,625 £76,000 £80,250
South East median annual salary £55,000 £52,500 £50,000
% 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 Surrey with a requirement for coding skills.

All Programming Languages
Surrey
Permanent vacancies with a requirement for coding skills 1,116 1,570 2,335
As % of all permanent IT jobs advertised in Surrey 59.11% 52.51% 51.81%
Number of salaries quoted 906 1,358 1,977
10th Percentile £33,750 £32,500 £31,000
25th Percentile £42,500 £40,000 £38,750
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +10.53%
75th Percentile £65,750 £65,000 £65,000
90th Percentile £73,750 £77,500 £73,750
South East median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 22 April 2021.

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 22 April 2021. 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 -16 18 £42,500 -5.56% 17
Reigate +19 12 - - 2
Farnham +11 7 £63,000 +62.58% 1
Chertsey - 5 £60,000 -
Redhill +4 4 £75,000 +100.00%
Staines -2 4 £65,000 - 1
Woking -6 4 £125,000 +108.33% 2
Leatherhead +8 3 £53,750 -14.00%
Tadworth - 2 £58,750 -
Weybridge - 2 £38,500 -
Egham - 2 £72,500 -
Camberley - 2 £55,000 - 3
Epsom +10 1 £65,000 +8.33% 4
Python
South East

For the 6 months to 22 April 2021, 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 52 (42.62%) DevOps
2 46 (37.70%) AWS
3 40 (32.79%) Azure
4 37 (30.33%) Linux
5 34 (27.87%) SQL
6 28 (22.95%) Terraform
7 26 (21.31%) Analytics
8 24 (19.67%) Degree
9 23 (18.85%) Agile Software Development
9 23 (18.85%) Git (software)
9 23 (18.85%) Serverless
10 21 (17.21%) Bash Shell
11 20 (16.39%) C++
12 18 (14.75%) Kubernetes
12 18 (14.75%) Java
12 18 (14.75%) Business Intelligence
12 18 (14.75%) Microsoft
13 17 (13.93%) Computer Science
14 16 (13.11%) Information Security
14 16 (13.11%) Finance
14 16 (13.11%) Data Centre
14 16 (13.11%) AWS Lambda
14 16 (13.11%) Docker
14 16 (13.11%) Problem-Solving
15 15 (12.30%) Data Science
15 15 (12.30%) Jenkins
15 15 (12.30%) Amazon S3
15 15 (12.30%) Open Source
16 14 (11.48%) Test Automation
16 14 (11.48%) Puppet

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 8 (6.56%) Apache
2 5 (4.10%) WordPress
3 4 (3.28%) Apache Airflow
3 4 (3.28%) Apache Spark
4 3 (2.46%) BizTalk Server
4 3 (2.46%) CMS
4 3 (2.46%) Drupal
4 3 (2.46%) IIS
5 2 (1.64%) Apache Pig
5 2 (1.64%) SAS
Applications
1 8 (6.56%) Microsoft Excel
Business Applications
1 3 (2.46%) Magento
Cloud Services
1 46 (37.70%) AWS
2 40 (32.79%) Azure
3 23 (18.85%) Serverless
4 16 (13.11%) AWS Lambda
5 15 (12.30%) Amazon S3
6 13 (10.66%) Amazon EC2
7 12 (9.84%) Amazon EKS
8 10 (8.20%) Azure Data Factory
8 10 (8.20%) Power Platform
8 10 (8.20%) SaaS
9 9 (7.38%) GCP
10 8 (6.56%) Amazon ELB
10 8 (6.56%) Azure Synapse Analytics
10 8 (6.56%) Virtual Private Cloud
11 7 (5.74%) AWS CloudFormation
11 7 (5.74%) Cloud Computing
12 6 (4.92%) IaaS
12 6 (4.92%) PaaS
13 4 (3.28%) Slack
14 3 (2.46%) GitHub
Communications & Networking
1 13 (10.66%) TCP/IP
2 11 (9.02%) DNS
3 10 (8.20%) Network Security
4 9 (7.38%) Firewall
5 7 (5.74%) HTTP
6 6 (4.92%) BGP
6 6 (4.92%) OSPF
7 5 (4.10%) BIG-IP
7 5 (4.10%) SSL
8 4 (3.28%) Wireshark
9 3 (2.46%) 4G
9 3 (2.46%) 5G
9 3 (2.46%) FTP
9 3 (2.46%) NAS
9 3 (2.46%) SAN
9 3 (2.46%) WAN
9 3 (2.46%) Wireless
10 2 (1.64%) GSM
10 2 (1.64%) LTE
10 2 (1.64%) VPN
Database & Business Intelligence
1 11 (9.02%) Data Lake
2 10 (8.20%) Power BI
3 9 (7.38%) NoSQL
3 9 (7.38%) PostgreSQL
4 8 (6.56%) Amazon RDS
4 8 (6.56%) SQL Server
5 7 (5.74%) Data Warehouse
5 7 (5.74%) PowerPivot
6 5 (4.10%) Amazon Redshift
6 5 (4.10%) Big Data
6 5 (4.10%) MongoDB
7 4 (3.28%) Amazon DynamoDB
7 4 (3.28%) MySQL
7 4 (3.28%) Snowflake Schema
8 3 (2.46%) ObjectStore
9 2 (1.64%) Apache Hive
9 2 (1.64%) Hadoop
9 2 (1.64%) HBase
9 2 (1.64%) MariaDB
9 2 (1.64%) Oracle Reports
Development Applications
1 23 (18.85%) Git (software)
2 15 (12.30%) Jenkins
3 13 (10.66%) GitLab
4 8 (6.56%) JIRA
5 5 (4.10%) Atlassian Bamboo
5 5 (4.10%) Metasploit
6 3 (2.46%) eggPlant
6 3 (2.46%) Rational DOORS
7 2 (1.64%) Buildbot
7 2 (1.64%) GCC
7 2 (1.64%) GoogleTest
7 2 (1.64%) Subversion
8 1 (0.82%) Babel
8 1 (0.82%) JMeter
8 1 (0.82%) LoadRunner
8 1 (0.82%) Selenium
8 1 (0.82%) Visual Studio
8 1 (0.82%) Visual Studio Code
8 1 (0.82%) Visual Studio Team System
8 1 (0.82%) Visual Website Optimizer
General
1 16 (13.11%) Finance
2 6 (4.92%) Telecoms
3 5 (4.10%) Back Office
4 3 (2.46%) Aerospace
4 3 (2.46%) Banking
4 3 (2.46%) Military
4 3 (2.46%) Public Sector
5 2 (1.64%) Electronics
5 2 (1.64%) Games
6 1 (0.82%) Korean Language
6 1 (0.82%) Law
6 1 (0.82%) Legal
6 1 (0.82%) Marketing
Job Titles
1 21 (17.21%) Developer
2 20 (16.39%) DevOps Engineer
3 12 (9.84%) Python Developer
4 11 (9.02%) Consultant
5 9 (7.38%) Cloud Engineer
6 8 (6.56%) Business Intelligence Lead
6 8 (6.56%) Infrastructure Engineer
7 7 (5.74%) Analyst
8 6 (4.92%) Junior
9 5 (4.10%) Architect
9 5 (4.10%) AWS DevOps
9 5 (4.10%) AWS DevOps Engineer
9 5 (4.10%) AWS Engineer
9 5 (4.10%) Azure Developer
9 5 (4.10%) Business Intelligence Developer
9 5 (4.10%) Data Engineer
9 5 (4.10%) Lead Developer
9 5 (4.10%) Power BI Developer
9 5 (4.10%) Systems Engineer
9 5 (4.10%) Test Engineer
Libraries, Frameworks & Software Standards
1 14 (11.48%) Pandas
2 10 (8.20%) RESTful
3 9 (7.38%) OAuth
3 9 (7.38%) REST
3 9 (7.38%) SAML
4 8 (6.56%) Django
4 8 (6.56%) Elastic Stack
4 8 (6.56%) Flask
4 8 (6.56%) OpenID
5 7 (5.74%) CSS
5 7 (5.74%) HTML
5 7 (5.74%) Kafka
5 7 (5.74%) Node.js
6 6 (4.92%) AngularJS
6 6 (4.92%) React
7 5 (4.10%) .NET
8 4 (3.28%) NumPy
8 4 (3.28%) Web Services
9 3 (2.46%) RabbitMQ
9 3 (2.46%) Sensu
Miscellaneous
1 16 (13.11%) Data Centre
2 12 (9.84%) Linux Command Line
2 12 (9.84%) Video Conferencing
3 9 (7.38%) Cybercrime
4 7 (5.74%) Algorithms
4 7 (5.74%) Analytical Skills
5 6 (4.92%) Greenfield Project
6 5 (4.10%) Public Cloud
7 4 (3.28%) Blog
7 4 (3.28%) Cloud Native
8 3 (2.46%) EMC VMAX
8 3 (2.46%) Hybrid Cloud
8 3 (2.46%) Self-Motivation
8 3 (2.46%) User Experience
9 2 (1.64%) Management Information System
9 2 (1.64%) Organisational Skills
9 2 (1.64%) Virtual Team
10 1 (0.82%) 3D Graphics
10 1 (0.82%) Semantic Web
10 1 (0.82%) Tandem
Operating Systems
1 37 (30.33%) Linux
2 10 (8.20%) Red Hat Enterprise Linux
2 10 (8.20%) Windows
3 8 (6.56%) CentOS
3 8 (6.56%) Unix
4 5 (4.10%) Android
4 5 (4.10%) Kali Linux
5 4 (3.28%) Apple iOS
6 3 (2.46%) VMS
6 3 (2.46%) Windows Server
7 2 (1.64%) Debian
7 2 (1.64%) Ubuntu
Processes & Methodologies
1 52 (42.62%) DevOps
2 26 (21.31%) Analytics
3 23 (18.85%) Agile Software Development
4 18 (14.75%) Business Intelligence
5 17 (13.93%) Computer Science
6 16 (13.11%) Information Security
6 16 (13.11%) Problem-Solving
7 15 (12.30%) Data Science
7 15 (12.30%) Open Source
8 14 (11.48%) Microservices
8 14 (11.48%) Test Automation
9 13 (10.66%) Data Analytics
9 13 (10.66%) Data Modelling
9 13 (10.66%) Machine Learning
9 13 (10.66%) Software Engineering
10 12 (9.84%) Site Reliability Engineering
11 11 (9.02%) E-Commerce
11 11 (9.02%) Security Operations
12 10 (8.20%) Mathematics
12 10 (8.20%) Mentoring
Programming Languages
1 34 (27.87%) SQL
2 21 (17.21%) Bash Shell
3 20 (16.39%) C++
4 18 (14.75%) Java
5 14 (11.48%) PowerShell
6 12 (9.84%) C#
7 11 (9.02%) JavaScript
7 11 (9.02%) Perl
8 9 (7.38%) PHP
8 9 (7.38%) Ruby
9 7 (5.74%) R
10 6 (4.92%) C
10 6 (4.92%) Shell Script
11 4 (3.28%) Go
11 4 (3.28%) Scala
12 2 (1.64%) Apple Swift
12 2 (1.64%) Kotlin
12 2 (1.64%) Objective-C
12 2 (1.64%) PL/SQL
12 2 (1.64%) VB
Qualifications
1 24 (19.67%) Degree
2 11 (9.02%) Computer Science Degree
3 8 (6.56%) SC Cleared
3 8 (6.56%) Security Cleared
4 5 (4.10%) AWS Certification
5 4 (3.28%) ISTQB
5 4 (3.28%) PhD
6 3 (2.46%) CISSP
6 3 (2.46%) HND
6 3 (2.46%) ISEB
6 3 (2.46%) RHCE
6 3 (2.46%) RHCSA
7 2 (1.64%) CCNA
7 2 (1.64%) CCNP
7 2 (1.64%) CISA
7 2 (1.64%) Cisco Certification
8 1 (0.82%) ISTQB Foundation Certification
8 1 (0.82%) Master's Degree
Quality Assurance & Compliance
1 5 (4.10%) QA
2 3 (2.46%) ISO/IEC 27001
3 2 (1.64%) Data Quality
4 1 (0.82%) COBIT
4 1 (0.82%) NIST
System Software
1 16 (13.11%) Docker
2 10 (8.20%) VMware Infrastructure
3 6 (4.92%) vSphere
4 5 (4.10%) Virtual Servers
5 3 (2.46%) Active Directory
6 2 (1.64%) Virtual Machines
7 1 (0.82%) Firmware
7 1 (0.82%) KVM
7 1 (0.82%) VMware ESXi
7 1 (0.82%) Xen
Systems Management
1 28 (22.95%) Terraform
2 18 (14.75%) Kubernetes
3 14 (11.48%) Puppet
4 11 (9.02%) Ansible
5 8 (6.56%) Nmap
6 7 (5.74%) Grafana
7 6 (4.92%) vCenter Server
8 5 (4.10%) Nessus
8 5 (4.10%) Prometheus
9 3 (2.46%) Consul
9 3 (2.46%) Docker Swarm
9 3 (2.46%) Graphite
9 3 (2.46%) NetBackup
9 3 (2.46%) Opscode Chef
9 3 (2.46%) Packer
9 3 (2.46%) vRealize
10 2 (1.64%) Kibana
Vendors
1 18 (14.75%) Microsoft
2 13 (10.66%) VMware
3 12 (9.84%) Red Hat
4 8 (6.56%) Databricks
5 7 (5.74%) Google
6 6 (4.92%) F5
7 5 (4.10%) Qualys
8 3 (2.46%) Brocade
8 3 (2.46%) EMC
8 3 (2.46%) Isilon
8 3 (2.46%) NetApp
8 3 (2.46%) Perforce
8 3 (2.46%) Sybase
9 2 (1.64%) Cisco
9 2 (1.64%) Oracle
10 1 (0.82%) Aruba
10 1 (0.82%) CheckPoint
10 1 (0.82%) Optimizely
10 1 (0.82%) Palantir
10 1 (0.82%) Xamarin