Period
to 11 December 2018

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 11 December 2018 with a comparison to the same period in the previous 2 years.

Python
South East > Surrey
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 34 33 50
Rank change year-on-year -1 +17 +24
Permanent jobs citing Python 328 424 338
As % of all permanent IT jobs advertised in Surrey 6.70% 6.78% 5.28%
As % of the Programming Languages category 12.85% 12.35% 9.97%
Number of salaries quoted 259 367 328
Surrey median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +16.67%
10th Percentile £35,000 £36,250 £34,625
90th Percentile £75,500 £68,750 £75,000
South East median annual salary £50,000 £50,000 £50,000

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 2,552 3,433 3,389
As % of all permanent IT jobs advertised in Surrey 52.15% 54.87% 52.91%
Number of salaries quoted 2,251 2,893 2,967
Surrey median annual salary £50,000 £49,428 £47,500
Median salary % change year-on-year +1.16% +4.06% +5.56%
10th Percentile £31,000 £30,000 £30,000
90th Percentile £72,500 £65,000 £65,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 11 December 2018.

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 11 December 2018. 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 73 £55,000 - 13
Staines +4 41 £74,000 +23.33% 1
Reigate -10 32 £55,000 +4.76% 5
Weybridge -2 21 £45,000 -21.74% 1
Leatherhead +5 19 £49,000 -14.78% 6
Egham +48 13 £27,500 -43.59% 1
Redhill +7 13 £45,000 -10.00% 2
Woking +17 12 £36,500 -39.17% 5
Camberley +1 9 £50,000 -9.09% 3
Walton-on-Thames +3 2 £65,000 +34.02% 2
Horley -1 2 £62,500 -3.85%
Chertsey - 2 £49,500 -
Thames Ditton - 1 £17,500 -
Godalming - 1 £80,000 -
Python
South East

For the 6 months to 11 December 2018, 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.

1 174 (53.05%) Linux
2 127 (38.72%) SQL
3 122 (37.20%) Java
4 118 (35.98%) Agile Software Development
5 87 (26.52%) DevOps
6 84 (25.61%) Amazon AWS
6 84 (25.61%) Degree
7 81 (24.70%) JavaScript
8 79 (24.09%) Git (software)
9 76 (23.17%) Windows
10 69 (21.04%) Perl
10 69 (21.04%) Microsoft Azure
11 68 (20.73%) C#
12 63 (19.21%) C++
13 62 (18.90%) Microsoft
14 61 (18.60%) Software Engineering
15 58 (17.68%) Oracle
16 57 (17.38%) Computer Science
17 56 (17.07%) Continuous Integration
18 52 (15.85%) REST
19 51 (15.55%) Ansible
20 50 (15.24%) Jenkins
21 48 (14.63%) Unix
22 46 (14.02%) HTML
23 45 (13.72%) C
23 45 (13.72%) Relational Database
24 43 (13.11%) Web Services
25 42 (12.80%) MySQL
25 42 (12.80%) SDLC
26 41 (12.50%) Ruby

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 20 (6.10%) Apache Spark
2 18 (5.49%) Apache
3 15 (4.57%) Tomcat
4 14 (4.27%) SAS
5 11 (3.35%) Elasticsearch
6 10 (3.05%) WebLogic
7 7 (2.13%) IIS
8 5 (1.52%) WildFly
9 4 (1.22%) Ethereum
9 4 (1.22%) Hyperledger
9 4 (1.22%) nginx
10 2 (0.61%) DNN
10 2 (0.61%) Jupyter
10 2 (0.61%) OpenStack
10 2 (0.61%) WebSphere
10 2 (0.61%) WebSphere Application Server
11 1 (0.30%) Apache Pig
11 1 (0.30%) CICS
11 1 (0.30%) IBM HTTP Server
11 1 (0.30%) JBoss
Applications
1 4 (1.22%) Microsoft Excel
2 3 (0.91%) Microsoft Office
3 2 (0.61%) Chatbot
3 2 (0.61%) Simulink
4 1 (0.30%) GIMP
4 1 (0.30%) GNU Octave
4 1 (0.30%) Photoshop
4 1 (0.30%) Stata
Business Applications
1 8 (2.44%) SAP S/4HANA
2 6 (1.83%) Oracle Applications
3 4 (1.22%) Distributed Ledger
3 4 (1.22%) R3 Corda
Cloud Services
1 84 (25.61%) Amazon AWS
2 69 (21.04%) Microsoft Azure
3 31 (9.45%) SaaS
4 12 (3.66%) Google Cloud Platform
5 10 (3.05%) GitHub
6 8 (2.44%) Amazon S3
7 7 (2.13%) AWS Elastic Beanstalk
8 6 (1.83%) Amazon CloudWatch
8 6 (1.83%) Amazon EC2
8 6 (1.83%) AWS Lambda
8 6 (1.83%) Serverless
9 5 (1.52%) Azure Active Directory
10 4 (1.22%) IBM Cloud
11 2 (0.61%) Amazon ELB
11 2 (0.61%) Azure Machine Learning
11 2 (0.61%) Cloud Computing
11 2 (0.61%) Google Analytics
11 2 (0.61%) Slack
12 1 (0.30%) Data Lake Analytics
12 1 (0.30%) Office 365
Communications & Networking
1 24 (7.32%) TCP/IP
2 18 (5.49%) DNS
3 16 (4.88%) Firewall
4 14 (4.27%) Internet
5 12 (3.66%) VoIP
6 11 (3.35%) VPN
7 10 (3.05%) HTTP
7 10 (3.05%) Wireless
8 7 (2.13%) BGP
8 7 (2.13%) BIG-IP
8 7 (2.13%) Cisco ASA
8 7 (2.13%) LAN
8 7 (2.13%) OSPF
8 7 (2.13%) WAN
8 7 (2.13%) Wi-Fi
9 5 (1.52%) IPsec
9 5 (1.52%) LTE
10 4 (1.22%) SCCP
10 4 (1.22%) SCTP
10 4 (1.22%) TCAP
Database & Business Intelligence
1 45 (13.72%) Relational Database
2 42 (12.80%) MySQL
3 39 (11.89%) Big Data
4 31 (9.45%) SQL Server
5 24 (7.32%) Hadoop
6 21 (6.40%) MongoDB
7 19 (5.79%) PostgreSQL
8 16 (4.88%) NoSQL
8 16 (4.88%) Power BI
9 13 (3.96%) Apache Hive
10 12 (3.66%) Data Warehouse
10 12 (3.66%) Redis
11 11 (3.35%) Data Lake
12 9 (2.74%) Impala
12 9 (2.74%) MariaDB
13 8 (2.44%) Amazon RDS
13 8 (2.44%) Apache Kudu
13 8 (2.44%) Oracle Exadata
14 7 (2.13%) Amazon DynamoDB
15 5 (1.52%) Apache Cassandra
Development Applications
1 79 (24.09%) Git (software)
2 50 (15.24%) Jenkins
3 26 (7.93%) JIRA
4 19 (5.79%) Atlassian Bamboo
5 18 (5.49%) Visual Studio
6 16 (4.88%) Bitbucket
7 13 (3.96%) ProC
7 13 (3.96%) Subversion
8 9 (2.74%) Maven
8 9 (2.74%) PVCS
9 7 (2.13%) Toad
10 4 (1.22%) Ant
10 4 (1.22%) EasyMock
10 4 (1.22%) NUnit
10 4 (1.22%) Team Foundation Server
11 3 (0.91%) Artifactory
11 3 (0.91%) GCC
11 3 (0.91%) Oracle APEX
11 3 (0.91%) Sonatype Nexus
12 1 (0.30%) Mercurial
General
1 40 (12.20%) Finance
2 26 (7.93%) Games
3 17 (5.18%) Electronics
4 15 (4.57%) Telecoms
5 12 (3.66%) Marketing
6 11 (3.35%) Manufacturing
7 5 (1.52%) Automotive
8 3 (0.91%) Aerospace
9 1 (0.30%) Advertising
9 1 (0.30%) Financial Institution
9 1 (0.30%) French Language
9 1 (0.30%) German Language
9 1 (0.30%) Military
9 1 (0.30%) Retail
Job Titles
1 104 (31.71%) Developer
2 48 (14.63%) DevOps Engineer
3 33 (10.06%) Software Engineer
4 29 (8.84%) Linux Engineer
4 29 (8.84%) Software Developer
5 23 (7.01%) C# Developer
6 20 (6.10%) Senior Linux Engineer
7 19 (5.79%) Python Developer
8 17 (5.18%) Consultant
9 16 (4.88%) Senior Software Engineer
10 15 (4.57%) Cloud Specialist
10 15 (4.57%) Linux Specialist
10 15 (4.57%) Senior Data Warehouse Specialist
10 15 (4.57%) Senior Linux Specialist
11 14 (4.27%) Infrastructure Engineer
11 14 (4.27%) Junior
12 13 (3.96%) Architect
12 13 (3.96%) Senior Developer
13 12 (3.66%) Graduate
13 12 (3.66%) Network Engineer
Libraries, Frameworks & Software Standards
1 52 (15.85%) REST
2 46 (14.02%) HTML
3 43 (13.11%) Web Services
4 38 (11.59%) CSS
5 35 (10.67%) Django
6 31 (9.45%) .NET
7 25 (7.62%) AngularJS
8 24 (7.32%) XML
9 22 (6.71%) J2EE
9 22 (6.71%) Middleware
10 21 (6.40%) Node.js
11 20 (6.10%) .NET Framework
12 16 (4.88%) WPF
13 15 (4.57%) Flask
14 14 (4.27%) Kafka
15 13 (3.96%) SOAP
15 13 (3.96%) Spring
15 13 (3.96%) TensorFlow
16 11 (3.35%) RESTful
17 10 (3.05%) JSON
Miscellaneous
1 31 (9.45%) Linux Command Line
2 22 (6.71%) Data Centre
3 20 (6.10%) Algorithms
3 20 (6.10%) Analytical Skills
4 19 (5.79%) Mobile App
5 18 (5.49%) Greenfield Project
5 18 (5.49%) Public Cloud
6 14 (4.27%) Self-Motivation
7 12 (3.66%) Client/Server
8 11 (3.35%) Reinsurance
9 9 (2.74%) Data Structures
10 8 (2.44%) Pricing Data
11 7 (2.13%) Video Conferencing
12 6 (1.83%) Device Driver
12 6 (1.83%) Field-Programmable Gate Array
13 5 (1.52%) Fintech
13 5 (1.52%) Verilog
14 4 (1.22%) Management Information System
15 2 (0.61%) Cloud Native
15 2 (0.61%) Replication
Operating Systems
1 174 (53.05%) Linux
2 76 (23.17%) Windows
3 48 (14.63%) Unix
4 32 (9.76%) CentOS
5 14 (4.27%) Red Hat Enterprise Linux
6 11 (3.35%) AIX
6 11 (3.35%) Ubuntu
7 8 (2.44%) Android
7 8 (2.44%) Windows Server
8 7 (2.13%) Apple iOS
9 5 (1.52%) Windows Server 2012
10 4 (1.22%) VMS
11 3 (0.91%) Windows Server 2008
12 1 (0.30%) Embedded Linux
Processes & Methodologies
1 118 (35.98%) Agile Software Development
2 87 (26.52%) DevOps
3 61 (18.60%) Software Engineering
4 57 (17.38%) Computer Science
5 56 (17.07%) Continuous Integration
6 42 (12.80%) SDLC
7 38 (11.59%) Problem-Solving
8 37 (11.28%) Mentoring
9 34 (10.37%) Test Automation
10 33 (10.06%) Business Intelligence
11 32 (9.76%) Data Science
12 31 (9.45%) Microservices
13 30 (9.15%) TDD
14 29 (8.84%) Machine Learning
15 27 (8.23%) Infrastructure Engineering
15 27 (8.23%) Site Reliability Engineering
16 26 (7.93%) Open Source
17 25 (7.62%) Configuration Management
18 24 (7.32%) Continuous Improvement
19 23 (7.01%) Mathematics
Programming Languages
1 127 (38.72%) SQL
2 122 (37.20%) Java
3 81 (24.70%) JavaScript
4 69 (21.04%) Perl
5 68 (20.73%) C#
6 63 (19.21%) C++
7 45 (13.72%) C
8 41 (12.50%) Ruby
9 33 (10.06%) PowerShell
10 31 (9.45%) Bash Shell
11 27 (8.23%) PHP
12 22 (6.71%) Shell Script
13 19 (5.79%) R
14 9 (2.74%) Go
15 8 (2.44%) ABAP
15 8 (2.44%) HiveQL
15 8 (2.44%) PL/SQL
16 7 (2.13%) MATLAB
17 6 (1.83%) T-SQL
17 6 (1.83%) VB.NET
Qualifications
1 84 (25.61%) Degree
2 26 (7.93%) Computer Science Degree
3 24 (7.32%) Microsoft Certification
3 24 (7.32%) RHCA
4 23 (7.01%) Security Cleared
5 19 (5.79%) PhD
6 14 (4.27%) SC Cleared
7 10 (3.05%) Master's Degree
8 2 (0.61%) ISEB
8 2 (0.61%) ISTQB
8 2 (0.61%) RHCE
9 1 (0.30%) DV Cleared
9 1 (0.30%) HNC
9 1 (0.30%) HND
9 1 (0.30%) Numerate Degree
9 1 (0.30%) PMI Certification
9 1 (0.30%) PMP
9 1 (0.30%) RHCSA
9 1 (0.30%) TOGAF Certification
9 1 (0.30%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (2.44%) Data Quality
2 5 (1.52%) QA
3 3 (0.91%) ISO 9001
4 2 (0.61%) GDPR
4 2 (0.61%) IEC 62304
4 2 (0.61%) ISO 26262
5 1 (0.30%) PMO
System Software
1 34 (10.37%) Docker
2 12 (3.66%) Firmware
2 12 (3.66%) VMware Infrastructure
3 11 (3.35%) Active Directory
4 9 (2.74%) XenServer
5 4 (1.22%) Varnish
6 2 (0.61%) KVM
6 2 (0.61%) Virtual Servers
6 2 (0.61%) vSphere
7 1 (0.30%) ACF2
7 1 (0.30%) flannel
7 1 (0.30%) iptables
7 1 (0.30%) pfSense
7 1 (0.30%) RACF
7 1 (0.30%) Virtual Machines
Systems Management
1 51 (15.55%) Ansible
2 38 (11.59%) Puppet
3 33 (10.06%) Opscode Chef
4 19 (5.79%) Kubernetes
5 17 (5.18%) Terraform
6 10 (3.05%) Salt
7 7 (2.13%) Oracle ZFS
8 6 (1.83%) ZABBIX
9 5 (1.52%) Graylog
9 5 (1.52%) Host Intrusion Detection System
9 5 (1.52%) PingFederate
9 5 (1.52%) Xymon
10 4 (1.22%) Nagios
11 3 (0.91%) yum
12 1 (0.30%) Cobbler
12 1 (0.30%) HP ALM
12 1 (0.30%) SELinux
12 1 (0.30%) vRealize Orchestrator
Vendors
1 62 (18.90%) Microsoft
2 58 (17.68%) Oracle
3 33 (10.06%) Red Hat
4 15 (4.57%) VMware
5 13 (3.96%) SAP
6 12 (3.66%) Atlassian
6 12 (3.66%) Cisco
7 10 (3.05%) Tableau
8 9 (2.74%) Adobe
8 9 (2.74%) Citrix
8 9 (2.74%) Sybase
9 8 (2.44%) HP
9 8 (2.44%) Palo Alto
10 7 (2.13%) Arista
10 7 (2.13%) Aruba
10 7 (2.13%) CheckPoint
10 7 (2.13%) F5
10 7 (2.13%) Juniper
11 6 (1.83%) Dynatrace
11 6 (1.83%) Splunk