Period
to 19 December 2018

The table below provides summary statistics for permanent job vacancies advertised in London with a requirement for knowledge and experience of Google products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Google over the 6 months to 19 December 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Google.

Google
England > London
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 79 111 156
Rank change year-on-year +32 +45 +6
Permanent jobs citing Google 2,611 2,126 1,673
As % of all permanent IT jobs advertised in London 3.94% 2.89% 2.26%
As % of the Vendors category 9.41% 6.66% 5.36%
Number of salaries quoted 2,159 1,830 1,431
London median annual salary £67,500 £60,000 £55,000
Median salary % change year-on-year +12.50% +9.09% +10.00%
10th Percentile £35,000 £30,725 £31,250
90th Percentile £102,500 £90,000 £78,750
England median annual salary £60,000 £47,500 £47,500
% change year-on-year +26.32% - +11.76%

Google is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 27,747 31,905 31,231
As % of all permanent IT jobs advertised in London 41.91% 43.33% 42.12%
Number of salaries quoted 21,735 24,457 26,323
London median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +1.85%
10th Percentile £31,750 £31,250 £31,250
90th Percentile £90,000 £85,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Google
Job Vacancy Trend in London

Job postings citing Google as a percentage of all IT jobs advertised in London.

Job vacancy trend for Google in London

Google
Salary Trend in London

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

Salary trend for Google in London

Google
Salary Histogram in London

The salary distribution of IT jobs citing Google in London over the 6 months to 19 December 2018.

Salary histogram for Google in London

Google
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the London region over the 6 months to 19 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
Central London +14 412 £65,000 +8.33% 107
West London +3 92 £55,000 +22.22% 103
South London -28 39 £50,000 +25.00% 10
East London +33 38 £69,625 +16.04% 35
North London +19 8 £67,500 +92.86% 3
Google
England

For the 6 months to 19 December 2018, IT jobs citing Google 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 London region with a requirement for Google.

1 1,395 (53.43%) Amazon AWS
2 1,379 (52.82%) Google Cloud Platform
3 1,068 (40.90%) Microsoft Azure
4 985 (37.73%) Agile Software Development
5 830 (31.79%) Python
6 777 (29.76%) DevOps
7 628 (24.05%) Java
8 625 (23.94%) Docker
8 625 (23.94%) Analytics
9 513 (19.65%) Kubernetes
10 491 (18.81%) SQL
11 449 (17.20%) Linux
12 439 (16.81%) Finance
13 419 (16.05%) Microservices
14 412 (15.78%) JavaScript
15 377 (14.44%) Software Engineering
16 353 (13.52%) Ansible
17 348 (13.33%) Microsoft
18 337 (12.91%) Degree
19 336 (12.87%) Windows
20 335 (12.83%) C#
21 334 (12.79%) TDD
22 320 (12.26%) Google Analytics
23 318 (12.18%) Scrum
24 311 (11.91%) Continuous Integration
25 309 (11.83%) Marketing
26 303 (11.60%) .NET
27 290 (11.11%) Big Data
28 286 (10.95%) Node.js
29 278 (10.65%) HTML

Google
Co-occurring IT Skills in London 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
1 164 (6.28%) Elasticsearch
2 147 (5.63%) Apache Spark
3 87 (3.33%) Apache
4 74 (2.83%) OpenStack
5 69 (2.64%) MS Exchange
6 67 (2.57%) Cloud Foundry
7 62 (2.37%) Tomcat
8 57 (2.18%) CMS
9 53 (2.03%) WebSphere
10 49 (1.88%) Confluence
11 48 (1.84%) nginx
12 47 (1.80%) SharePoint
13 42 (1.61%) WebLogic
14 37 (1.42%) SAS
15 32 (1.23%) Ethereum
16 23 (0.88%) WordPress
17 22 (0.84%) IIS
18 19 (0.73%) Apache Solr
18 19 (0.73%) Skype for Business
19 15 (0.57%) Adobe Experience Manager
Applications
1 148 (5.67%) Microsoft Office
2 70 (2.68%) Microsoft Excel
3 44 (1.69%) Microsoft PowerPoint
4 20 (0.77%) Photoshop
5 18 (0.69%) InVision
6 14 (0.54%) Chatbot
7 9 (0.34%) Adobe Illustrator
7 9 (0.34%) SPSS
8 7 (0.27%) Adobe Creative Suite
9 4 (0.15%) Adobe Premiere
9 4 (0.15%) Maya
9 4 (0.15%) Snapchat
10 3 (0.11%) 3ds Max
10 3 (0.11%) AutoCAD
10 3 (0.11%) Spreadsheet
11 2 (0.077%) MS Visio
11 2 (0.077%) Stata
12 1 (0.038%) Fireworks
12 1 (0.038%) HipChat
12 1 (0.038%) Microsoft Project
Business Applications
1 21 (0.80%) Distributed Ledger
1 21 (0.80%) Ripple
2 15 (0.57%) SAP Hybris
3 11 (0.42%) Dynamics CRM
3 11 (0.42%) WebTrends
4 9 (0.34%) Magento
5 8 (0.31%) FastStats
5 8 (0.31%) Unica
6 7 (0.27%) Dynamics AX
6 7 (0.27%) Salesforce.com CRM
7 6 (0.23%) Adobe Campaign
7 6 (0.23%) Dynamics NAV
8 4 (0.15%) Abakus
9 3 (0.11%) Eloqua
10 2 (0.077%) Shopify
10 2 (0.077%) Sprinklr
11 1 (0.038%) OpenCart
11 1 (0.038%) Payment Gateway
11 1 (0.038%) Raiser's Edge
11 1 (0.038%) SAP S/4HANA
Cloud Services
1 1,395 (53.43%) Amazon AWS
2 1,379 (52.82%) Google Cloud Platform
3 1,068 (40.90%) Microsoft Azure
4 320 (12.26%) Google Analytics
5 191 (7.32%) PaaS
6 173 (6.63%) Office 365
7 165 (6.32%) SaaS
8 129 (4.94%) G Suite
9 117 (4.48%) Serverless
10 111 (4.25%) IBM Cloud
11 94 (3.60%) Cloud Computing
12 91 (3.49%) IaaS
13 67 (2.57%) OpenShift
14 64 (2.45%) Google Play
15 62 (2.37%) AWS CloudFormation
16 54 (2.07%) GitHub
16 54 (2.07%) Google Tag Manager
17 53 (2.03%) Adobe Analytics
18 43 (1.65%) AWS Lambda
19 40 (1.53%) AdWords
Communications & Networking
1 115 (4.40%) Firewall
2 84 (3.22%) TCP/IP
3 81 (3.10%) DNS
4 69 (2.64%) SAN
5 66 (2.53%) VPN
6 59 (2.26%) VLAN
7 53 (2.03%) DHCP
8 51 (1.95%) Internet
9 48 (1.84%) LAN
10 37 (1.42%) HTTP
11 31 (1.19%) Wi-Fi
12 30 (1.15%) VoIP
13 29 (1.11%) Skype
14 23 (0.88%) WAN
15 21 (0.80%) WebEx
16 15 (0.57%) Cisco ASA
16 15 (0.57%) NAS
17 14 (0.54%) Wireless
18 13 (0.50%) ADSL
18 13 (0.50%) DSL
Database & Business Intelligence
1 290 (11.11%) Big Data
2 251 (9.61%) SQL Server
3 227 (8.69%) NoSQL
4 175 (6.70%) Hadoop
5 149 (5.71%) MySQL
6 130 (4.98%) MongoDB
6 130 (4.98%) PostgreSQL
7 95 (3.64%) Apache Cassandra
8 94 (3.60%) Data Warehouse
9 92 (3.52%) Relational Database
10 76 (2.91%) BigQuery
11 73 (2.80%) Blockchain
12 69 (2.64%) Apache Hive
13 66 (2.53%) Amazon Redshift
14 63 (2.41%) SQL Server 2016
15 62 (2.37%) HBase
15 62 (2.37%) Power BI
16 55 (2.11%) Redis
17 48 (1.84%) SQL Server Integration Services
18 31 (1.19%) Flink
Development Applications
1 257 (9.84%) Jenkins
2 246 (9.42%) Git (software)
3 228 (8.73%) JIRA
4 122 (4.67%) TeamCity
5 120 (4.60%) Selenium
6 92 (3.52%) Atlassian Bamboo
7 61 (2.34%) Travis CI
8 57 (2.18%) Cucumber
9 53 (2.03%) Vagrant
10 50 (1.91%) Maven
11 49 (1.88%) webpack
12 47 (1.80%) Octopus Deploy
13 46 (1.76%) Team Foundation Server
14 41 (1.57%) CircleCI
15 40 (1.53%) Gradle
15 40 (1.53%) Subversion
16 31 (1.19%) HP UFT
17 30 (1.15%) GoCD
18 28 (1.07%) JUnit
19 27 (1.03%) ClearCase
General
1 439 (16.81%) Finance
2 309 (11.83%) Marketing
3 236 (9.04%) Retail
4 192 (7.35%) Games
5 179 (6.86%) Banking
6 83 (3.18%) Telecoms
7 59 (2.26%) Publishing
8 55 (2.11%) Law
9 53 (2.03%) Advertising
10 38 (1.46%) Manufacturing
11 35 (1.34%) Electronics
12 30 (1.15%) Legal
13 23 (0.88%) Front Office
14 20 (0.77%) Automotive
15 16 (0.61%) Investment Banking
16 13 (0.50%) Military
17 10 (0.38%) Back Office
18 8 (0.31%) Local Government
19 7 (0.27%) Multimedia
20 6 (0.23%) Brand Awareness
Job Titles
1 660 (25.28%) Developer
2 384 (14.71%) Architect
3 273 (10.46%) DevOps Engineer
4 232 (8.89%) Cloud Architect
5 203 (7.77%) Analyst
6 163 (6.24%) Senior Developer
7 161 (6.17%) .NET Developer
8 146 (5.59%) AWS Architect
9 134 (5.13%) Azure Architect
10 128 (4.90%) Java Developer
11 126 (4.83%) Solutions Architect
12 118 (4.52%) Cloud Engineer
13 101 (3.87%) Software Engineer
14 95 (3.64%) Consultant
15 85 (3.26%) Data Engineer
16 78 (2.99%) AWS Engineer
16 78 (2.99%) Cloud Solutions Architect
17 73 (2.80%) AWS DevOps
17 73 (2.80%) C# Developer
18 69 (2.64%) Technical Architect
Libraries, Frameworks & Software Standards
1 303 (11.60%) .NET
2 286 (10.95%) Node.js
3 278 (10.65%) HTML
4 274 (10.49%) Web Services
5 230 (8.81%) CSS
6 220 (8.43%) AngularJS
7 180 (6.89%) RESTful
8 179 (6.86%) React
9 158 (6.05%) Spring
10 135 (5.17%) ASP.NET
11 128 (4.90%) ASP.NET Web API
12 127 (4.86%) Spring Boot
13 120 (4.60%) REST
14 115 (4.40%) Kafka
15 99 (3.79%) ASP.NET MVC
16 83 (3.18%) Natural Language Processing
17 82 (3.14%) HTML5
18 79 (3.03%) Redux
19 76 (2.91%) .NET Core
20 70 (2.68%) Java EE
Miscellaneous
1 251 (9.61%) Analytical Skills
2 229 (8.77%) User Experience
3 212 (8.12%) Fintech
4 167 (6.40%) Public Cloud
5 161 (6.17%) Mobile App
6 112 (4.29%) Greenfield Project
7 96 (3.68%) Hedge funds
8 86 (3.29%) Cloud Native
8 86 (3.29%) Hybrid Cloud
9 85 (3.26%) Social Media
10 77 (2.95%) Data Centre
11 65 (2.49%) Blog
11 65 (2.49%) Self-Motivation
12 61 (2.34%) Algorithms
13 55 (2.11%) Enterprise Software
14 43 (1.65%) Private Cloud
15 42 (1.61%) Management Information System
16 39 (1.49%) Enterprise Cloud
17 35 (1.34%) Data Structures
18 33 (1.26%) BBC
Operating Systems
1 449 (17.20%) Linux
2 336 (12.87%) Windows
3 184 (7.05%) Android
4 109 (4.17%) Windows Server
5 98 (3.75%) Unix
6 90 (3.45%) Apple iOS
7 59 (2.26%) Windows 7
8 54 (2.07%) Red Hat Enterprise Linux
9 44 (1.69%) CoreOS
10 43 (1.65%) Windows Server 2008
11 40 (1.53%) Windows 10
12 37 (1.42%) Ubuntu
13 29 (1.11%) CentOS
14 27 (1.03%) Windows Server 2012
15 26 (1.00%) Mac OS X
16 21 (0.80%) Debian
16 21 (0.80%) Mac OS
17 17 (0.65%) Solaris
18 12 (0.46%) AIX
19 11 (0.42%) HPUX
Processes & Methodologies
1 985 (37.73%) Agile Software Development
2 777 (29.76%) DevOps
3 625 (23.94%) Analytics
4 419 (16.05%) Microservices
5 377 (14.44%) Software Engineering
6 334 (12.79%) TDD
7 318 (12.18%) Scrum
8 311 (11.91%) Continuous Integration
9 231 (8.85%) Computer Science
10 230 (8.81%) Machine Learning
11 226 (8.66%) Problem-Solving
12 221 (8.46%) BDD
13 205 (7.85%) Configuration Management
14 201 (7.70%) Business Intelligence
15 187 (7.16%) Continuous Delivery
16 182 (6.97%) E-Commerce
17 169 (6.47%) Open Source
18 163 (6.24%) Test Automation
19 159 (6.09%) Data Science
20 153 (5.86%) Artificial Intelligence
Programming Languages
1 830 (31.79%) Python
2 628 (24.05%) Java
3 491 (18.81%) SQL
4 412 (15.78%) JavaScript
5 335 (12.83%) C#
6 226 (8.66%) Ruby
7 185 (7.09%) Go
8 157 (6.01%) PowerShell
9 150 (5.74%) Scala
10 145 (5.55%) Bash Shell
11 110 (4.21%) C
12 100 (3.83%) TypeScript
13 93 (3.56%) C++
14 91 (3.49%) PHP
15 88 (3.37%) Java 8
16 80 (3.06%) Perl
17 65 (2.49%) R
18 60 (2.30%) T-SQL
19 49 (1.88%) Kotlin
20 43 (1.65%) ES6
Qualifications
1 337 (12.91%) Degree
2 115 (4.40%) Computer Science Degree
3 60 (2.30%) Master's Degree
4 45 (1.72%) Security Cleared
5 40 (1.53%) AWS Certification
6 34 (1.30%) MBA
7 33 (1.26%) SC Cleared
8 29 (1.11%) Numerate Degree
9 25 (0.96%) CISSP
10 22 (0.84%) SANS
11 16 (0.61%) PhD
12 11 (0.42%) Microsoft Certification
13 10 (0.38%) PMI Certification
14 9 (0.34%) TOGAF Certification
15 6 (0.23%) CSSLP
15 6 (0.23%) GWAPT
15 6 (0.23%) MPhil
15 6 (0.23%) VMware Certified Professional (VCP)
16 5 (0.19%) DV Cleared
16 5 (0.19%) ITIL Certification
Quality Assurance & Compliance
1 128 (4.90%) QA
2 35 (1.34%) SLA
3 32 (1.23%) GDPR
4 28 (1.07%) Data Quality
5 18 (0.69%) ISO/IEC 27001
5 18 (0.69%) PCI DSS
6 14 (0.54%) PMO
7 6 (0.23%) COBIT
8 5 (0.19%) GxP
9 4 (0.15%) Solvency II
10 3 (0.11%) Cyber Essentials
10 3 (0.11%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 2 (0.077%) ISO 9001
11 2 (0.077%) MiFID
12 1 (0.038%) Actionable Recommendations
12 1 (0.038%) Cyber Essentials PLUS
12 1 (0.038%) IFRS
12 1 (0.038%) PSD2
System Software
1 625 (23.94%) Docker
2 180 (6.89%) Active Directory
3 98 (3.75%) VMware Infrastructure
4 53 (2.03%) Hyper-V
5 24 (0.92%) VirtualBox
6 20 (0.77%) Virtual Machines
7 19 (0.73%) Virtual Desktop
8 18 (0.69%) vSphere
9 16 (0.61%) Virtual Servers
10 15 (0.57%) XenApp
11 14 (0.54%) Microsoft App-V
12 13 (0.50%) HDFS
13 11 (0.42%) iptables
13 11 (0.42%) Terminal Services
13 11 (0.42%) VMware ESXi
14 9 (0.34%) Snort
14 9 (0.34%) Xen
15 8 (0.31%) VMware Workstation
16 7 (0.27%) Varnish
16 7 (0.27%) XenDesktop
Systems Management
1 513 (19.65%) Kubernetes
2 353 (13.52%) Ansible
3 268 (10.26%) Puppet
4 246 (9.42%) Opscode Chef
5 182 (6.97%) Terraform
6 85 (3.26%) Salt
7 54 (2.07%) SCCM
8 43 (1.65%) Nagios
9 39 (1.49%) Prometheus
10 36 (1.38%) Graphite
11 34 (1.30%) Kibana
12 27 (1.03%) Automic
13 24 (0.92%) Docker Swarm
14 22 (0.84%) Grafana
14 22 (0.84%) HAProxy
15 19 (0.73%) Rancher
16 18 (0.69%) Backup Exec
17 16 (0.61%) HP Quality Center
17 16 (0.61%) Packer
18 15 (0.57%) Mesos
Vendors
1 348 (13.33%) Microsoft
2 176 (6.74%) IBM
3 153 (5.86%) Facebook
4 145 (5.55%) Adobe
5 136 (5.21%) SAP
6 111 (4.25%) VMware
7 108 (4.14%) Red Hat
8 104 (3.98%) Tableau
9 101 (3.87%) Salesforce.com
10 100 (3.83%) Oracle
11 99 (3.79%) Apple
12 83 (3.18%) Cisco
13 67 (2.57%) HP
14 52 (1.99%) Rackspace
15 49 (1.88%) Cloudera
16 47 (1.80%) Citrix
16 47 (1.80%) Splunk
17 41 (1.57%) EMC
18 38 (1.46%) Meraki
19 36 (1.38%) Palo Alto