Period
to 19 April 2019

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 19 April 2019 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 39 27 37
Rank change year-on-year -12 +10 +37
Permanent jobs citing Python 288 464 328
As % of all permanent IT jobs advertised in Surrey 6.42% 8.36% 5.99%
As % of the Programming Languages category 12.36% 14.44% 12.00%
Number of salaries quoted 242 411 292
Surrey median annual salary £55,000 £50,500 £50,000
Median salary % change year-on-year +8.91% +1.00% +8.11%
10th Percentile £32,500 £36,250 £31,250
90th Percentile £80,250 £71,250 £72,500
South East median annual salary £50,000 £50,000 £47,500
% change year-on-year - +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 2,331 3,213 2,733
As % of all permanent IT jobs advertised in Surrey 51.98% 57.92% 49.91%
Number of salaries quoted 1,950 2,763 2,385
Surrey median annual salary £50,485 £47,500 £47,500
Median salary % change year-on-year +6.28% - +5.56%
10th Percentile £31,000 £30,000 £29,750
90th Percentile £73,750 £66,250 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 19 April 2019.

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 19 April 2019. 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 -21 67 £60,000 +20.00% 5
Reigate +16 55 £57,500 +9.52% 2
Staines +1 37 £67,500 +31.07% 3
Redhill +7 14 £45,000 +24.14%
Camberley +4 14 £50,000 - 2
Leatherhead -16 14 £49,000 -10.91%
Dorking - 6 £55,000 -
Farnham +5 4 £33,750 -32.50%
Woking +15 3 £62,500 +13.64% 3
Walton-on-Thames +9 2 £65,000 +44.44% 2
Weybridge +4 2 £42,500 -20.93%
Chertsey +2 2 £49,500 -41.76%
Epsom +9 1 £65,000 +13.04% 1
Banstead - 1 £75,000 -
Python
South East

For the 6 months to 19 April 2019, 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.

1 159 (55.21%) Linux
2 113 (39.24%) Agile Software Development
3 106 (36.81%) SQL
4 105 (36.46%) Java
5 98 (34.03%) Perl
6 82 (28.47%) Git (software)
7 78 (27.08%) DevOps
7 78 (27.08%) SDLC
8 74 (25.69%) Windows
9 70 (24.31%) Unix
10 66 (22.92%) Oracle
10 66 (22.92%) Jenkins
11 64 (22.22%) C#
12 63 (21.88%) Finance
13 61 (21.18%) Amazon AWS
14 56 (19.44%) Continuous Integration
15 53 (18.40%) Microsoft Azure
16 51 (17.71%) Ansible
17 50 (17.36%) Software Engineering
17 50 (17.36%) Degree
18 49 (17.01%) C
19 48 (16.67%) JavaScript
20 45 (15.63%) C++
21 44 (15.28%) Business Intelligence
21 44 (15.28%) Mentoring
22 43 (14.93%) PHP
23 42 (14.58%) Configuration Management
23 42 (14.58%) Ruby
23 42 (14.58%) Bash Shell
24 41 (14.24%) SaaS

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 30 (10.42%) Apache
2 27 (9.38%) Apache Spark
3 22 (7.64%) Tomcat
4 21 (7.29%) nginx
5 18 (6.25%) SAS
6 13 (4.51%) WebLogic
7 11 (3.82%) BizTalk Server
8 9 (3.13%) IIS
9 8 (2.78%) Oracle HTTP Server
10 7 (2.43%) Cloud Foundry
11 6 (2.08%) ArcGIS
11 6 (2.08%) GeoServer
12 4 (1.39%) Elasticsearch
13 2 (0.69%) GlassFish
14 1 (0.35%) Apache Pig
14 1 (0.35%) DNN
Applications
1 6 (2.08%) Microsoft Excel
2 3 (1.04%) Stata
3 1 (0.35%) Chatbot
3 1 (0.35%) Microsoft Office
Business Applications
1 10 (3.47%) Oracle Applications
2 5 (1.74%) Dynamics CRM
Cloud Services
1 61 (21.18%) Amazon AWS
2 53 (18.40%) Microsoft Azure
3 41 (14.24%) SaaS
4 17 (5.90%) PaaS
5 12 (4.17%) GitHub
6 8 (2.78%) Serverless
7 6 (2.08%) AWS CloudFormation
7 6 (2.08%) Google Cloud Platform
8 5 (1.74%) Amazon CloudWatch
9 4 (1.39%) IaaS
10 3 (1.04%) Cloud Computing
10 3 (1.04%) Datadog
11 2 (0.69%) Amazon EC2
11 2 (0.69%) Amazon S3
11 2 (0.69%) AWS Lambda
12 1 (0.35%) Azure Machine Learning
12 1 (0.35%) Force.com
Communications & Networking
1 23 (7.99%) HTTP
2 21 (7.29%) TCP/IP
3 20 (6.94%) DNS
4 11 (3.82%) VoIP
5 9 (3.13%) SSL
6 7 (2.43%) VPN
7 6 (2.08%) Firewall
7 6 (2.08%) Internet
7 6 (2.08%) Wireless
8 5 (1.74%) IPsec
8 5 (1.74%) Network Security
9 4 (1.39%) GSM
9 4 (1.39%) LTE
9 4 (1.39%) M3UA
9 4 (1.39%) SCCP
9 4 (1.39%) SCTP
9 4 (1.39%) TCAP
9 4 (1.39%) UMTS
10 3 (1.04%) Wireshark
11 2 (0.69%) MVNO
Database & Business Intelligence
1 34 (11.81%) Relational Database
2 29 (10.07%) Hadoop
2 29 (10.07%) SQL Server
3 28 (9.72%) Big Data
4 22 (7.64%) PostgreSQL
5 20 (6.94%) Data Warehouse
6 19 (6.60%) Power BI
7 17 (5.90%) Data Lake
8 14 (4.86%) MySQL
8 14 (4.86%) NoSQL
9 12 (4.17%) Impala
10 11 (3.82%) Apache Hive
10 11 (3.82%) Apache Kudu
10 11 (3.82%) Data Mining
10 11 (3.82%) MongoDB
11 9 (3.13%) SQL Server Integration Services
11 9 (3.13%) SQL Server Reporting Services
12 8 (2.78%) Oracle Exadata
13 6 (2.08%) GIS
13 6 (2.08%) QGIS
Development Applications
1 82 (28.47%) Git (software)
2 66 (22.92%) Jenkins
3 24 (8.33%) ProC
4 17 (5.90%) Atlassian Bamboo
4 17 (5.90%) Team Foundation Server
5 14 (4.86%) Maven
6 13 (4.51%) PVCS
7 12 (4.17%) JIRA
8 11 (3.82%) Visual Studio
9 10 (3.47%) Subversion
10 5 (1.74%) Bitbucket
10 5 (1.74%) NUnit
11 4 (1.39%) Sonatype Nexus
11 4 (1.39%) Vagrant
12 3 (1.04%) Artifactory
12 3 (1.04%) GCC
12 3 (1.04%) Hudson
12 3 (1.04%) Travis CI
13 2 (0.69%) EasyMock
13 2 (0.69%) GitLab
General
1 63 (21.88%) Finance
2 8 (2.78%) Advertising
2 8 (2.78%) Telecoms
3 7 (2.43%) Marketing
4 2 (0.69%) Banking
4 2 (0.69%) Electronics
4 2 (0.69%) Games
4 2 (0.69%) Manufacturing
Job Titles
1 81 (28.13%) Developer
2 33 (11.46%) DevOps Engineer
3 27 (9.38%) Software Engineer
4 23 (7.99%) Linux Engineer
5 21 (7.29%) C# Developer
5 21 (7.29%) Software Developer
6 19 (6.60%) Support Engineer
7 17 (5.90%) Consultant
7 17 (5.90%) Senior Developer
8 16 (5.56%) Applications Support
8 16 (5.56%) Senior Software Engineer
9 15 (5.21%) Applications Engineer
9 15 (5.21%) Applications Support Engineer
10 14 (4.86%) Cloud Engineer
11 13 (4.51%) Infrastructure Engineer
11 13 (4.51%) Junior
11 13 (4.51%) Lead DevOps
11 13 (4.51%) Linux/Unix DevOps
11 13 (4.51%) Technical Consultant
12 12 (4.17%) Senior Linux Engineer
Libraries, Frameworks & Software Standards
1 38 (13.19%) .NET
2 31 (10.76%) HTML
3 30 (10.42%) AngularJS
4 29 (10.07%) Web Services
5 17 (5.90%) REST
5 17 (5.90%) WPF
6 16 (5.56%) Django
7 15 (5.21%) J2EE
7 15 (5.21%) Kafka
8 12 (4.17%) ASP.NET
9 11 (3.82%) jQuery
9 11 (3.82%) RESTful
9 11 (3.82%) XML
10 10 (3.47%) CSS
10 10 (3.47%) JSON
11 9 (3.13%) .NET Framework
11 9 (3.13%) STL
12 8 (2.78%) Apache Tez
12 8 (2.78%) HTML5
12 8 (2.78%) React
Miscellaneous
1 17 (5.90%) Greenfield Project
2 16 (5.56%) Self-Motivation
3 13 (4.51%) Algorithms
3 13 (4.51%) Data Centre
4 11 (3.82%) Linux Command Line
5 9 (3.13%) Analytical Skills
6 8 (2.78%) Digital Media
6 8 (2.78%) Enterprise Software
6 8 (2.78%) N-Tier
6 8 (2.78%) Pricing Data
6 8 (2.78%) Video\Live Streaming
7 6 (2.08%) Fintech
8 5 (1.74%) Cyberthreat
9 4 (1.39%) Fibre Optics
10 3 (1.04%) Mobile App
10 3 (1.04%) Virtual Team
11 2 (0.69%) Cloud Native
11 2 (0.69%) Embedded Systems
11 2 (0.69%) Life Science
11 2 (0.69%) Private Cloud
Operating Systems
1 159 (55.21%) Linux
2 74 (25.69%) Windows
3 70 (24.31%) Unix
4 33 (11.46%) Red Hat Enterprise Linux
5 28 (9.72%) AIX
6 22 (7.64%) CentOS
7 12 (4.17%) Windows Server
8 6 (2.08%) Ubuntu
9 5 (1.74%) Windows Server 2008
10 3 (1.04%) DC/OS
11 2 (0.69%) VMS
11 2 (0.69%) Windows Server 2012
12 1 (0.35%) Debian
12 1 (0.35%) Embedded Linux
Processes & Methodologies
1 113 (39.24%) Agile Software Development
2 78 (27.08%) DevOps
2 78 (27.08%) SDLC
3 56 (19.44%) Continuous Integration
4 50 (17.36%) Software Engineering
5 44 (15.28%) Business Intelligence
5 44 (15.28%) Mentoring
6 42 (14.58%) Configuration Management
7 41 (14.24%) Computer Science
8 34 (11.81%) Data Science
9 32 (11.11%) Mathematics
9 32 (11.11%) Open Source
9 32 (11.11%) Problem-Solving
9 32 (11.11%) Test Automation
10 30 (10.42%) Analytics
11 29 (10.07%) Machine Learning
12 28 (9.72%) Statistics
13 27 (9.38%) Test Scripting
14 24 (8.33%) Waterfall
15 23 (7.99%) Visualisation
Programming Languages
1 106 (36.81%) SQL
2 105 (36.46%) Java
3 98 (34.03%) Perl
4 64 (22.22%) C#
5 49 (17.01%) C
6 48 (16.67%) JavaScript
7 45 (15.63%) C++
8 43 (14.93%) PHP
9 42 (14.58%) Bash Shell
9 42 (14.58%) Ruby
10 38 (13.19%) Shell Script
11 29 (10.07%) R
12 19 (6.60%) PowerShell
13 17 (5.90%) PL/SQL
14 9 (3.13%) MATLAB
14 9 (3.13%) T-SQL
15 8 (2.78%) HiveQL
15 8 (2.78%) Scala
16 6 (2.08%) Go
17 5 (1.74%) Embedded C++
Qualifications
1 50 (17.36%) Degree
2 26 (9.03%) Security Cleared
3 22 (7.64%) PhD
4 18 (6.25%) SC Cleared
5 8 (2.78%) ITIL Certification
6 7 (2.43%) Microsoft Certification
7 6 (2.08%) RHCA
8 5 (1.74%) Computer Science Degree
9 4 (1.39%) ISTQB
9 4 (1.39%) Master's Degree
10 3 (1.04%) Numerate Degree
11 1 (0.35%) AWS Certification
11 1 (0.35%) MCSE
11 1 (0.35%) RHCE
11 1 (0.35%) RHCSA
11 1 (0.35%) VCP6
11 1 (0.35%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 24 (8.33%) QA
2 8 (2.78%) Data Quality
3 2 (0.69%) IFRS
3 2 (0.69%) Solvency II
4 1 (0.35%) GDPR
System Software
1 37 (12.85%) Docker
2 13 (4.51%) VMware Infrastructure
3 7 (2.43%) Virtual Machines
4 4 (1.39%) Hyper-V
5 3 (1.04%) Active Directory
5 3 (1.04%) Varnish
5 3 (1.04%) VirtualBox
6 2 (0.69%) Apache ZooKeeper
6 2 (0.69%) etcd
6 2 (0.69%) Virtual Servers
6 2 (0.69%) VMware ESXi
7 1 (0.35%) Apache Flume
7 1 (0.35%) flannel
7 1 (0.35%) iptables
7 1 (0.35%) vCloud
7 1 (0.35%) VMware NSX
7 1 (0.35%) vSphere
Systems Management
1 51 (17.71%) Ansible
2 40 (13.89%) Puppet
3 37 (12.85%) Opscode Chef
4 28 (9.72%) Terraform
5 27 (9.38%) Kubernetes
6 16 (5.56%) Salt
7 14 (4.86%) Nagios
8 11 (3.82%) Control-M
9 7 (2.43%) Oracle ZFS
10 5 (1.74%) Docker Swarm
10 5 (1.74%) Packer
11 4 (1.39%) yum
12 2 (0.69%) Consul
12 2 (0.69%) Grafana
12 2 (0.69%) HAProxy
12 2 (0.69%) PowerCLI
12 2 (0.69%) Prometheus
12 2 (0.69%) vCenter Server
12 2 (0.69%) vRealize
12 2 (0.69%) vRealize Orchestrator
Vendors
1 66 (22.92%) Oracle
2 40 (13.89%) Microsoft
3 19 (6.60%) Red Hat
3 19 (6.60%) Splunk
4 14 (4.86%) VMware
5 13 (4.51%) Tableau
6 11 (3.82%) AppDynamics
6 11 (3.82%) CA
7 8 (2.78%) BT
8 7 (2.43%) Hortonworks
9 6 (2.08%) ESRI
9 6 (2.08%) Mapbox
9 6 (2.08%) Mapinfo
9 6 (2.08%) Sybase
10 5 (1.74%) Cisco
11 4 (1.39%) Atlassian
12 3 (1.04%) Google
12 3 (1.04%) New Relic
13 2 (0.69%) Databricks
13 2 (0.69%) Dynatrace