Period
to 27 January 2020

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 27 January 2020 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
27 Jan 2020
Same period 2019 Same period 2018
Rank 75 75 110
Rank change year-on-year 0 +35 +37
Permanent jobs citing Google 2,061 2,502 2,115
As % of all permanent IT jobs advertised in London 4.05% 4.02% 3.04%
As % of the Vendors category 9.77% 9.56% 7.06%
Number of salaries quoted 1,603 2,056 1,823
London median annual salary £70,000 £67,500 £60,000
Median salary % change year-on-year +3.70% +12.50% +9.09%
10th Percentile £36,250 £36,250 £30,750
90th Percentile £115,000 £107,500 £91,250
England median annual salary £60,000 £60,000 £45,000
% change year-on-year - +33.33% -5.26%

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 21,101 26,172 29,971
As % of all permanent IT jobs advertised in London 41.44% 42.03% 43.14%
Number of salaries quoted 16,371 20,440 23,793
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £32,000 £32,000 £31,750
90th Percentile £95,000 £91,250 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +1.06%

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 27 January 2020.

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 27 January 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
Central London +37 456 £70,000 +7.69% 162
West London -47 34 £50,000 -9.09% 58
South London -1 31 £65,000 +30.00% 16
East London -2 20 £55,000 -21.43% 26
North London -8 2 £55,000 -26.67% 4
Google
England

For the 6 months to 27 January 2020, 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 1,130 (54.83%) GCP
2 1,093 (53.03%) AWS
3 750 (36.39%) Python
4 748 (36.29%) Azure
5 664 (32.22%) Agile Software Development
6 646 (31.34%) Analytics
7 555 (26.93%) DevOps
8 517 (25.08%) Java
9 493 (23.92%) JavaScript
10 492 (23.87%) Kubernetes
11 445 (21.59%) SQL
12 443 (21.49%) Docker
13 423 (20.52%) Finance
14 395 (19.17%) Software Engineering
15 292 (14.17%) Google Analytics
16 290 (14.07%) Big Data
17 283 (13.73%) Data Science
18 278 (13.49%) Degree
19 272 (13.20%) Terraform
20 266 (12.91%) Web Services
21 264 (12.81%) Linux
22 262 (12.71%) Marketing
23 257 (12.47%) Artificial Intelligence
24 251 (12.18%) Node.js
25 250 (12.13%) Banking
26 242 (11.74%) Microservices
27 227 (11.01%) Continuous Integration
28 222 (10.77%) Microsoft
29 219 (10.63%) ETL
29 219 (10.63%) Open Source

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
1 198 (9.61%) Apache Spark
2 79 (3.83%) Elasticsearch
3 77 (3.74%) Apache Airflow
4 44 (2.13%) Apache
5 37 (1.80%) CMS
6 36 (1.75%) WordPress
7 35 (1.70%) OpenStack
8 31 (1.50%) Luigi
9 22 (1.07%) nginx
10 21 (1.02%) Confluence
11 18 (0.87%) Smallworld
12 16 (0.78%) Oracle SOA Suite
13 15 (0.73%) WebLogic
14 14 (0.68%) Skype for Business
14 14 (0.68%) Tomcat
15 12 (0.58%) Headless CMS
16 11 (0.53%) Cloud Foundry
16 11 (0.53%) Oracle Service Bus
17 8 (0.39%) SAS
18 7 (0.34%) Drupal
Applications
1 67 (3.25%) Microsoft Office
2 57 (2.77%) Microsoft Excel
3 18 (0.87%) AutoCAD
3 18 (0.87%) Microsoft PowerPoint
4 13 (0.63%) InVision
4 13 (0.63%) Sketch
5 12 (0.58%) Photoshop
6 7 (0.34%) Adobe Creative Suite
7 6 (0.29%) Adobe Illustrator
7 6 (0.29%) MS Visio
8 5 (0.24%) Adobe Premiere
8 5 (0.24%) NUKE
9 4 (0.19%) Zeplin
10 3 (0.15%) GIMP
10 3 (0.15%) Spreadsheet
10 3 (0.15%) SPSS
11 2 (0.097%) Adobe After Effects
11 2 (0.097%) Chatbot
11 2 (0.097%) Figma
11 2 (0.097%) Gliffy
Business Applications
1 35 (1.70%) FINCAD Analytics
2 14 (0.68%) Distributed Ledger
3 11 (0.53%) HFM
3 11 (0.53%) Magento
4 10 (0.49%) Oracle FAH
5 6 (0.29%) Adobe Campaign
5 6 (0.29%) Dynamics CRM
5 6 (0.29%) Payment Gateway
5 6 (0.29%) WebTrends
6 5 (0.24%) SessionCam
7 4 (0.19%) NetSuite
8 3 (0.15%) SAP BPC
8 3 (0.15%) SAP Hybris
9 2 (0.097%) Eikon
9 2 (0.097%) Oracle Internet Expenses
9 2 (0.097%) Oracle Payables
9 2 (0.097%) Oracle Receivables
9 2 (0.097%) Salesforce.com CRM
9 2 (0.097%) SAP S/4HANA
9 2 (0.097%) Shopify
Cloud Services
1 1,130 (54.83%) GCP
2 1,093 (53.03%) AWS
3 748 (36.29%) Azure
4 292 (14.17%) Google Analytics
5 106 (5.14%) Cloud Computing
6 89 (4.32%) GitHub
7 84 (4.08%) PaaS
7 84 (4.08%) SaaS
8 81 (3.93%) G Suite
9 79 (3.83%) Office 365
10 68 (3.30%) IaaS
11 64 (3.11%) AWS CloudFormation
12 59 (2.86%) Power Platform
13 57 (2.77%) Adobe Analytics
14 56 (2.72%) Serverless
15 48 (2.33%) Google Play
16 47 (2.28%) Google Tag Manager
17 46 (2.23%) Amazon EC2
17 46 (2.23%) Amazon EMR
18 43 (2.09%) OpenShift
Communications & Networking
1 99 (4.80%) Firewall
2 87 (4.22%) Internet
3 51 (2.47%) WAN
4 41 (1.99%) VPN
5 37 (1.80%) MPLS
6 31 (1.50%) Unified Communications
7 26 (1.26%) DNS
8 22 (1.07%) LAN
9 20 (0.97%) HTTP
10 19 (0.92%) Skype
10 19 (0.92%) TCP/IP
11 18 (0.87%) Broadband
11 18 (0.87%) GPON
12 13 (0.63%) Network Security
13 12 (0.58%) VoIP
14 11 (0.53%) SAN
15 9 (0.44%) Wi-Fi
16 7 (0.34%) SMS
17 6 (0.29%) DHCP
17 6 (0.29%) Wireless
Database & Business Intelligence
1 290 (14.07%) Big Data
2 190 (9.22%) PostgreSQL
3 187 (9.07%) Hadoop
4 166 (8.05%) Data Warehouse
5 160 (7.76%) NoSQL
6 157 (7.62%) BigQuery
7 131 (6.36%) Amazon Redshift
8 97 (4.71%) MySQL
9 87 (4.22%) Amazon Athena
10 83 (4.03%) Relational Database
11 82 (3.98%) SQL Server
12 59 (2.86%) Power BI
13 57 (2.77%) Amazon DynamoDB
14 54 (2.62%) Looker
14 54 (2.62%) Redis
15 53 (2.57%) Apache Hive
16 52 (2.52%) Neo4j
17 47 (2.28%) Flink
18 38 (1.84%) MongoDB
19 35 (1.70%) Blockchain
Development Applications
1 180 (8.73%) Jenkins
2 163 (7.91%) Git (software)
3 93 (4.51%) JIRA
4 74 (3.59%) Atlassian Bamboo
5 57 (2.77%) Vagrant
6 40 (1.94%) Bitbucket
7 39 (1.89%) GitLab
8 32 (1.55%) TeamCity
8 32 (1.55%) webpack
9 23 (1.12%) Maven
9 23 (1.12%) SonarQube
10 19 (0.92%) Babel
11 18 (0.87%) Artifactory
12 17 (0.82%) CircleCI
13 16 (0.78%) Team Foundation Server
14 15 (0.73%) Subversion
15 14 (0.68%) Android Studio
15 14 (0.68%) Gradle
15 14 (0.68%) JUnit
16 13 (0.63%) Octopus Deploy
General
1 423 (20.52%) Finance
2 262 (12.71%) Marketing
3 250 (12.13%) Banking
4 137 (6.65%) Front Office
5 134 (6.50%) Retail
6 105 (5.09%) Advertising
7 62 (3.01%) Games
8 57 (2.77%) Investment Banking
9 51 (2.47%) Telecoms
10 48 (2.33%) Law
10 48 (2.33%) Public Sector
11 38 (1.84%) Billing
12 36 (1.75%) Publishing
13 35 (1.70%) Manufacturing
14 34 (1.65%) Automotive
15 18 (0.87%) Police
16 9 (0.44%) Retail Banking
17 7 (0.34%) Legal
18 6 (0.29%) Financial Institution
18 6 (0.29%) Pharmaceutical
Job Titles
1 423 (20.52%) Developer
2 248 (12.03%) Architect
3 179 (8.69%) Data Engineer
4 152 (7.38%) DevOps Engineer
5 143 (6.94%) Software Engineer
6 122 (5.92%) Consultant
7 116 (5.63%) Analyst
8 92 (4.46%) Cloud Architect
9 87 (4.22%) Cloud Engineer
10 78 (3.78%) Solutions Architect
11 73 (3.54%) Python Developer
12 72 (3.49%) Data Architect
13 65 (3.15%) Python Engineer
14 63 (3.06%) Java Developer
15 60 (2.91%) JavaScript Developer
16 58 (2.81%) Full Stack Developer
17 52 (2.52%) Development Manager
18 49 (2.38%) Senior Developer
19 47 (2.28%) Data Scientist
20 45 (2.18%) AWS Engineer
Libraries, Frameworks & Software Standards
1 266 (12.91%) Web Services
2 251 (12.18%) Node.js
3 180 (8.73%) React
4 178 (8.64%) CSS
5 177 (8.59%) HTML
6 176 (8.54%) AngularJS
7 140 (6.79%) Kafka
8 135 (6.55%) REST
9 119 (5.77%) .NET
10 105 (5.09%) J2EE
11 88 (4.27%) Vue.js
12 84 (4.08%) RESTful
13 68 (3.30%) TensorFlow
14 67 (3.25%) Django
14 67 (3.25%) Spring
15 63 (3.06%) HTML5
16 62 (3.01%) GraphQL
17 57 (2.77%) scikit-learn
18 56 (2.72%) JSON
19 53 (2.57%) Spark Streaming
Miscellaneous
1 203 (9.85%) Analytical Skills
2 129 (6.26%) User Experience
3 123 (5.97%) Fixed Income
4 121 (5.87%) Derivative
5 117 (5.68%) Hedge funds
6 112 (5.43%) Equities
7 102 (4.95%) Mobile App
8 88 (4.27%) Cloud Native
9 83 (4.03%) Public Cloud
10 79 (3.83%) Algorithms
10 79 (3.83%) Greenfield Project
11 64 (3.11%) Social Media
12 60 (2.91%) Equity Derivative
13 58 (2.81%) Data Structures
13 58 (2.81%) Exotic Derivative
13 58 (2.81%) Foreign Exchange (FX)
14 52 (2.52%) Enterprise Software
15 46 (2.23%) Hybrid Cloud
16 45 (2.18%) Internet of Things
17 42 (2.04%) Virtual Team
Operating Systems
1 264 (12.81%) Linux
2 133 (6.45%) Windows
3 102 (4.95%) Android
4 96 (4.66%) Unix
5 62 (3.01%) Apple iOS
6 40 (1.94%) Windows Server
7 18 (0.87%) Windows 10
7 18 (0.87%) Windows Server 2012
8 15 (0.73%) Windows 7
9 13 (0.63%) CoreOS
10 10 (0.49%) Kali Linux
11 9 (0.44%) Mac OS X
11 9 (0.44%) Windows Server 2008
12 8 (0.39%) Mac OS
13 7 (0.34%) zOS
14 4 (0.19%) Ubuntu
15 2 (0.097%) CentOS
15 2 (0.097%) Windows Server 2003
16 1 (0.049%) Solaris
16 1 (0.049%) Windows XP
Processes & Methodologies
1 664 (32.22%) Agile Software Development
2 646 (31.34%) Analytics
3 555 (26.93%) DevOps
4 395 (19.17%) Software Engineering
5 283 (13.73%) Data Science
6 257 (12.47%) Artificial Intelligence
7 242 (11.74%) Microservices
8 227 (11.01%) Continuous Integration
9 219 (10.63%) ETL
9 219 (10.63%) Open Source
10 215 (10.43%) Machine Learning
11 210 (10.19%) Migration
12 203 (9.85%) Computer Science
13 202 (9.80%) Mentoring
14 190 (9.22%) Business Intelligence
15 185 (8.98%) Problem-Solving
16 169 (8.20%) TDD
17 157 (7.62%) Scrum
18 152 (7.38%) Decision-Making
19 151 (7.33%) Asset Management
Programming Languages
1 750 (36.39%) Python
2 517 (25.08%) Java
3 493 (23.92%) JavaScript
4 445 (21.59%) SQL
5 144 (6.99%) C++
6 140 (6.79%) C#
7 138 (6.70%) Go
8 125 (6.07%) Scala
9 92 (4.46%) Kotlin
10 91 (4.42%) Bash Shell
11 84 (4.08%) TypeScript
12 82 (3.98%) R
13 81 (3.93%) PHP
14 63 (3.06%) Ruby
15 43 (2.09%) Java 8
16 42 (2.04%) PowerShell
17 38 (1.84%) PL/SQL
18 31 (1.50%) ES6
19 29 (1.41%) C
20 17 (0.82%) T-SQL
Qualifications
1 278 (13.49%) Degree
2 96 (4.66%) Computer Science Degree
3 59 (2.86%) PhD
4 51 (2.47%) Master's Degree
5 17 (0.82%) AWS Certification
5 17 (0.82%) PMI Certification
5 17 (0.82%) VMware Certified Professional (VCP)
6 14 (0.68%) CISSP
7 11 (0.53%) Cisco Certification
8 10 (0.49%) MBA
9 9 (0.44%) CCNA
10 7 (0.34%) Numerate Degree
10 7 (0.34%) Security Cleared
11 5 (0.24%) CISM
11 5 (0.24%) CompTIA Security+
11 5 (0.24%) DV Cleared
11 5 (0.24%) ISTQB
11 5 (0.24%) MCSE
11 5 (0.24%) Microsoft Certification
11 5 (0.24%) SC Cleared
Quality Assurance & Compliance
1 102 (4.95%) QA
2 40 (1.94%) Data Quality
3 32 (1.55%) GDPR
4 10 (0.49%) ISO/IEC 27001
5 8 (0.39%) PCI DSS
6 5 (0.24%) SLA
7 4 (0.19%) ISO/IEC 20000
8 3 (0.15%) ISO 31000
9 1 (0.049%) Actionable Recommendations
9 1 (0.049%) GxP
9 1 (0.049%) MiFID
9 1 (0.049%) PMO
9 1 (0.049%) PSD2
System Software
1 443 (21.49%) Docker
2 52 (2.52%) Active Directory
3 40 (1.94%) VirtualBox
4 31 (1.50%) VMware Infrastructure
5 14 (0.68%) Xen
6 13 (0.63%) HDFS
7 9 (0.44%) Hyper-V
8 8 (0.39%) VMware Workstation
9 4 (0.19%) OpenAM
9 4 (0.19%) OpenDJ
9 4 (0.19%) OpenIDM
10 3 (0.15%) Apache ZooKeeper
10 3 (0.15%) Terminal Services
10 3 (0.15%) Virtual Machines
10 3 (0.15%) vSphere
11 2 (0.097%) Apache Flume
11 2 (0.097%) BitLocker
11 2 (0.097%) KVM
11 2 (0.097%) Varnish
11 2 (0.097%) VMware ESXi
Systems Management
1 492 (23.87%) Kubernetes
2 272 (13.20%) Terraform
3 219 (10.63%) Ansible
4 129 (6.26%) Puppet
5 110 (5.34%) Opscode Chef
6 53 (2.57%) Docker Swarm
6 53 (2.57%) Salt
7 23 (1.12%) Consul
8 20 (0.97%) Mesos
9 19 (0.92%) Packer
9 19 (0.92%) Prometheus
10 18 (0.87%) Nagios
11 17 (0.82%) Graphite
12 14 (0.68%) Grafana
13 13 (0.63%) Istio
13 13 (0.63%) Oozie
14 11 (0.53%) Sysdig
15 10 (0.49%) Nessus
15 10 (0.49%) Nmap
15 10 (0.49%) Rancher
Vendors
1 222 (10.77%) Microsoft
2 129 (6.26%) Tableau
3 99 (4.80%) Adobe
4 88 (4.27%) Oracle
5 74 (3.59%) Salesforce.com
6 71 (3.44%) Facebook
7 62 (3.01%) IBM
8 57 (2.77%) Hortonworks
9 56 (2.72%) Cloudera
10 48 (2.33%) VMware
11 45 (2.18%) Talend
12 40 (1.94%) Informatica
13 39 (1.89%) Teradata
14 38 (1.84%) Bloomberg
15 34 (1.65%) Splunk
16 31 (1.50%) Apple
17 25 (1.21%) Databricks
18 22 (1.07%) Tealium
19 21 (1.02%) BT
20 20 (0.97%) Cisco