Period
to 7 March 2021

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 7 March 2021 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
7 Mar 2021
Same period 2020 Same period 2019
Rank 55 76 72
Rank change year-on-year +21 -4 +29
Permanent jobs citing Google 1,407 1,991 2,440
As % of all permanent jobs advertised in London 4.99% 3.99% 3.97%
As % of the Vendors category 13.94% 9.92% 9.69%
Number of salaries quoted 1,133 1,665 2,149
Median annual salary £70,000 £72,500 £70,000
Median salary % change year-on-year -3.45% +3.57% +16.67%
10th Percentile £45,000 £37,500 £37,500
90th Percentile £115,000 £118,750 £111,250
England median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% +26.32%

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 10,091 20,063 25,186
As % of all permanent IT jobs advertised in London 35.75% 40.18% 40.93%
Number of salaries quoted 7,790 15,734 19,799
Median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £40,000 £32,500 £32,000
90th Percentile £98,750 £95,000 £91,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Google
Job Vacancy Trend in London

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

Job vacancy trend for Google in London

Google
Salary Trend in London

3-month moving average salary quoted in jobs citing Google in London.

Salary trend for Google in London

Google
Salary Histogram in London

Salary distribution for jobs citing Google in London over the 6 months to 7 March 2021.

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 7 March 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
Central London -31 156 £75,000 +7.14% 99
West London +43 20 £55,000 -8.33% 23
South London +19 15 £58,750 +30.56%
North London +38 9 £80,000 -3.03% 2
East London +6 6 £112,500 +104.55% 27
Google
England

For the 6 months to 7 March 2021, 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.

1 854 (60.70%) GCP
2 775 (55.08%) AWS
3 558 (39.66%) Azure
4 504 (35.82%) Python
5 501 (35.61%) Agile Software Development
6 432 (30.70%) DevOps
7 400 (28.43%) Kubernetes
8 368 (26.15%) SQL
9 356 (25.30%) Analytics
10 354 (25.16%) Docker
11 341 (24.24%) Java
12 314 (22.32%) Microservices
13 311 (22.10%) Finance
14 238 (16.92%) JavaScript
15 236 (16.77%) Software Engineering
16 219 (15.57%) Business Intelligence
17 207 (14.71%) Terraform
18 199 (14.14%) Git (software)
19 185 (13.15%) Linux
20 184 (13.08%) Continuous Integration
21 179 (12.72%) Serverless
22 176 (12.51%) Marketing
23 163 (11.58%) Banking
24 162 (11.51%) Microsoft
25 156 (11.09%) Big Data
26 147 (10.45%) Web Services
27 146 (10.38%) HTML
27 146 (10.38%) Jenkins
27 146 (10.38%) React
28 145 (10.31%) Google Analytics

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 87 (6.18%) Apache
2 86 (6.11%) Apache Spark
3 54 (3.84%) Elasticsearch
4 52 (3.70%) Apache Airflow
5 36 (2.56%) Cloud Foundry
6 35 (2.49%) CMS
7 25 (1.78%) Confluence
8 21 (1.49%) WordPress
9 15 (1.07%) SAS
10 14 (1.00%) Tomcat
11 13 (0.92%) Drupal
11 13 (0.92%) SharePoint
11 13 (0.92%) Tornado
12 11 (0.78%) WebLogic
12 11 (0.78%) WebSphere
13 9 (0.64%) Luigi
14 7 (0.50%) IIS
14 7 (0.50%) Jupyter
14 7 (0.50%) OpenStack
14 7 (0.50%) Oracle SOA Suite
Applications
1 57 (4.05%) Microsoft Excel
2 31 (2.20%) Microsoft Office
3 28 (1.99%) Sketch
4 24 (1.71%) Adobe XD
4 24 (1.71%) Figma
5 18 (1.28%) Microsoft PowerPoint
6 10 (0.71%) MS Visio
6 10 (0.71%) SPSS
7 6 (0.43%) Photoshop
8 3 (0.21%) Adobe Creative Suite
8 3 (0.21%) Adobe Illustrator
8 3 (0.21%) AutoCAD
8 3 (0.21%) Fireworks
8 3 (0.21%) InVision
9 2 (0.14%) Microsoft Project
9 2 (0.14%) Zeplin
10 1 (0.071%) Adobe Premiere
10 1 (0.071%) Chatbot
10 1 (0.071%) Inkscape
10 1 (0.071%) Spreadsheet
Business Applications
1 9 (0.64%) Magento
2 8 (0.57%) Shopify
3 3 (0.21%) Dynamics CRM
3 3 (0.21%) Sentinel
3 3 (0.21%) WebTrends
4 1 (0.071%) SAP CRM
4 1 (0.071%) SAP ERP
4 1 (0.071%) SAP Hybris
4 1 (0.071%) SAP S/4HANA
Cloud Services
1 854 (60.70%) GCP
2 775 (55.08%) AWS
3 558 (39.66%) Azure
4 179 (12.72%) Serverless
5 145 (10.31%) Google Analytics
6 128 (9.10%) PaaS
7 110 (7.82%) AWS Lambda
8 105 (7.46%) SaaS
9 88 (6.25%) Power Platform
10 84 (5.97%) IaaS
11 64 (4.55%) GitHub
12 59 (4.19%) Cloud Functions
13 57 (4.05%) IBM Cloud
14 54 (3.84%) Amazon ECS
15 53 (3.77%) Firebase
16 50 (3.55%) OpenShift
17 43 (3.06%) Apigee
18 35 (2.49%) Cloud Computing
19 32 (2.27%) Azure Functions
20 31 (2.20%) AWS CloudFormation
Communications & Networking
1 61 (4.34%) Firewall
2 36 (2.56%) DNS
3 24 (1.71%) Internet
4 22 (1.56%) HTTP
5 21 (1.49%) VPN
6 14 (1.00%) DHCP
7 11 (0.78%) TCP/IP
8 9 (0.64%) Ethernet
9 8 (0.57%) Network Security
9 8 (0.57%) Wi-Fi
10 6 (0.43%) DMARC
10 6 (0.43%) SSH
10 6 (0.43%) Unified Communications
11 5 (0.36%) WAN
12 4 (0.28%) Intrusion Detection
12 4 (0.28%) LAN
12 4 (0.28%) SNMP
13 3 (0.21%) Broadband
13 3 (0.21%) VLAN
13 3 (0.21%) Wireshark
Database & Business Intelligence
1 156 (11.09%) Big Data
2 137 (9.74%) BigQuery
2 137 (9.74%) PostgreSQL
3 136 (9.67%) SQL Server
4 122 (8.67%) MySQL
5 119 (8.46%) Data Warehouse
6 110 (7.82%) Tableau
7 104 (7.39%) NoSQL
8 86 (6.11%) Amazon Redshift
8 86 (6.11%) Power BI
9 79 (5.61%) MongoDB
10 73 (5.19%) Relational Database
11 71 (5.05%) Hadoop
12 52 (3.70%) Looker
13 39 (2.77%) Redis
14 37 (2.63%) Amazon DynamoDB
15 31 (2.20%) SQL Server Integration Services
16 30 (2.13%) Snowflake Schema
16 30 (2.13%) SQL Server Reporting Services
17 28 (1.99%) SQL Server Analysis Services
Development Applications
1 199 (14.14%) Git (software)
2 146 (10.38%) Jenkins
3 73 (5.19%) GitLab
3 73 (5.19%) JIRA
4 44 (3.13%) Artifactory
5 37 (2.63%) Maven
6 29 (2.06%) Atlassian Bamboo
7 26 (1.85%) Bitbucket
8 24 (1.71%) CircleCI
9 21 (1.49%) Sonatype Nexus
9 21 (1.49%) Vagrant
10 16 (1.14%) Gradle
10 16 (1.14%) Selenium
11 14 (1.00%) Grunt
11 14 (1.00%) TeamCity
12 13 (0.92%) Octopus Deploy
12 13 (0.92%) Postman
13 11 (0.78%) Eclipse
14 10 (0.71%) Appium
15 9 (0.64%) webpack
General
1 311 (22.10%) Finance
2 176 (12.51%) Marketing
3 163 (11.58%) Banking
4 107 (7.60%) Retail
5 81 (5.76%) Public Sector
6 74 (5.26%) Manufacturing
7 71 (5.05%) Games
8 65 (4.62%) Telecoms
9 49 (3.48%) Advertising
10 46 (3.27%) Electronics
11 33 (2.35%) Automotive
12 28 (1.99%) Front Office
13 22 (1.56%) Publishing
14 15 (1.07%) Brand Awareness
15 14 (1.00%) Back Office
16 13 (0.92%) Investment Banking
16 13 (0.92%) Law
17 11 (0.78%) Financial Institution
18 7 (0.50%) Legal
19 6 (0.43%) Pharmaceutical
Job Titles
1 394 (28.00%) Developer
2 134 (9.52%) Architect
3 117 (8.32%) Software Engineer
4 102 (7.25%) Analyst
5 101 (7.18%) Data Engineer
6 95 (6.75%) Cloud Engineer
7 93 (6.61%) Java Developer
8 88 (6.25%) DevOps Engineer
9 83 (5.90%) Senior Developer
10 81 (5.76%) Consultant
11 80 (5.69%) AWS Engineer
12 77 (5.47%) Cloud Architect
13 64 (4.55%) Java Engineer
14 59 (4.19%) Full Stack Developer
15 55 (3.91%) AWS DevOps
16 44 (3.13%) Developer/Software Engineer
17 43 (3.06%) Solutions Architect
18 42 (2.99%) Platform Engineer
19 40 (2.84%) Java Software Engineer
19 40 (2.84%) SQL Developer
Libraries, Frameworks & Software Standards
1 147 (10.45%) Web Services
2 146 (10.38%) HTML
2 146 (10.38%) React
3 143 (10.16%) REST
4 142 (10.09%) Node.js
5 119 (8.46%) CSS
6 117 (8.32%) AngularJS
7 112 (7.96%) Spring
8 99 (7.04%) RESTful
9 91 (6.47%) Spring Boot
10 88 (6.25%) .NET
11 67 (4.76%) HTML5
12 66 (4.69%) Kafka
13 57 (4.05%) CSS3
14 49 (3.48%) Vue.js
15 47 (3.34%) Django
16 46 (3.27%) .NET Framework
17 45 (3.20%) OAuth
18 43 (3.06%) gRPC
19 42 (2.99%) .NET Core
Miscellaneous
1 130 (9.24%) Cloud Native
2 98 (6.97%) Analytical Skills
3 94 (6.68%) Mobile App
4 65 (4.62%) User Experience
5 59 (4.19%) Public Cloud
6 51 (3.62%) Greenfield Project
7 39 (2.77%) Hedge funds
8 36 (2.56%) Data Centre
8 36 (2.56%) Data Structures
9 34 (2.42%) Clustering
9 34 (2.42%) Social Media
10 32 (2.27%) Linux Command Line
11 30 (2.13%) Blog
11 30 (2.13%) Management Information System
12 28 (1.99%) Virtual Team
13 25 (1.78%) Self-Motivation
14 24 (1.71%) Algorithms
15 22 (1.56%) iPad
16 17 (1.21%) Hybrid Cloud
16 17 (1.21%) Replication
Operating Systems
1 185 (13.15%) Linux
2 105 (7.46%) Windows
3 74 (5.26%) Android
4 56 (3.98%) Apple iOS
5 49 (3.48%) Unix
6 26 (1.85%) Windows Server
7 11 (0.78%) CoreOS
7 11 (0.78%) zOS
8 9 (0.64%) Windows 10
8 9 (0.64%) Windows Server 2016
9 8 (0.57%) Windows Server 2012
10 5 (0.36%) Mac OS X
10 5 (0.36%) Ubuntu
10 5 (0.36%) Windows Server 2019
11 4 (0.28%) Kali Linux
11 4 (0.28%) Mac OS
11 4 (0.28%) Windows 7
12 3 (0.21%) CentOS
12 3 (0.21%) Debian
12 3 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 501 (35.61%) Agile Software Development
2 432 (30.70%) DevOps
3 356 (25.30%) Analytics
4 314 (22.32%) Microservices
5 236 (16.77%) Software Engineering
6 219 (15.57%) Business Intelligence
7 184 (13.08%) Continuous Integration
8 140 (9.95%) Fintech
9 136 (9.67%) Data Science
10 133 (9.45%) ETL
11 131 (9.31%) Machine Learning
12 117 (8.32%) Scrum
13 115 (8.17%) Problem-Solving
14 113 (8.03%) Open Source
15 111 (7.89%) Computer Science
16 107 (7.60%) Mentoring
17 106 (7.53%) Visualisation
18 103 (7.32%) Migration
19 99 (7.04%) Artificial Intelligence
20 97 (6.89%) TDD
Programming Languages
1 504 (35.82%) Python
2 368 (26.15%) SQL
3 341 (24.24%) Java
4 238 (16.92%) JavaScript
5 108 (7.68%) C#
6 85 (6.04%) Go
7 69 (4.90%) Bash Shell
8 64 (4.55%) PHP
9 63 (4.48%) TypeScript
10 55 (3.91%) R
11 53 (3.77%) C
12 44 (3.13%) C++
13 41 (2.91%) Kotlin
14 39 (2.77%) Scala
15 37 (2.63%) Ruby
16 31 (2.20%) Java 8
17 30 (2.13%) PowerShell
18 29 (2.06%) Perl
18 29 (2.06%) T-SQL
19 21 (1.49%) ES6
Qualifications
1 142 (10.09%) Degree
2 33 (2.35%) Computer Science Degree
3 22 (1.56%) Master's Degree
4 17 (1.21%) CISSP
5 14 (1.00%) AWS Certification
5 14 (1.00%) Cisco Certification
5 14 (1.00%) Security Cleared
6 13 (0.92%) SC Cleared
6 13 (0.92%) TOGAF Certification
7 11 (0.78%) Microsoft Certification
7 11 (0.78%) Sun Certification
8 9 (0.64%) CISM
9 8 (0.57%) (ISC)2 CCSP
9 8 (0.57%) CSSLP
9 8 (0.57%) MCSA
9 8 (0.57%) Numerate Degree
10 7 (0.50%) DBS Check
10 7 (0.50%) GIAC
10 7 (0.50%) SSCP
11 6 (0.43%) CCNA
Quality Assurance & Compliance
1 74 (5.26%) QA
2 31 (2.20%) GDPR
3 18 (1.28%) Data Quality
4 10 (0.71%) NIST
5 9 (0.64%) ISO/IEC 27001
6 5 (0.36%) Dodd-Frank
6 5 (0.36%) EMIR
6 5 (0.36%) MiFID
6 5 (0.36%) PCI DSS
6 5 (0.36%) SLA
7 3 (0.21%) Actionable Recommendations
7 3 (0.21%) NCSC
8 2 (0.14%) GLBA
8 2 (0.14%) WAI
8 2 (0.14%) WCAG
9 1 (0.071%) COBIT
9 1 (0.071%) FedRAMP
9 1 (0.071%) ISO 22301
9 1 (0.071%) ISO/IEC 20000
System Software
1 354 (25.16%) Docker
2 38 (2.70%) Active Directory
3 27 (1.92%) VMware Infrastructure
4 17 (1.21%) VirtualBox
5 14 (1.00%) Oracle RAC
6 8 (0.57%) HDFS
6 8 (0.57%) Hyper-V
7 4 (0.28%) KVM
7 4 (0.28%) Snort
8 3 (0.21%) NFS
8 3 (0.21%) Squid
8 3 (0.21%) Virtual Machines
8 3 (0.21%) VMware NSX
8 3 (0.21%) vSphere
8 3 (0.21%) Xen
9 2 (0.14%) BitLocker
9 2 (0.14%) Firmware
9 2 (0.14%) Varnish
9 2 (0.14%) VMware ESXi
9 2 (0.14%) VMware Workstation
Systems Management
1 400 (28.43%) Kubernetes
2 207 (14.71%) Terraform
3 123 (8.74%) Ansible
4 50 (3.55%) Puppet
5 43 (3.06%) Opscode Chef
6 22 (1.56%) Prometheus
7 21 (1.49%) Istio
8 17 (1.21%) Docker Swarm
9 16 (1.14%) Grafana
10 14 (1.00%) Oracle RMAN
11 10 (0.71%) Knative
11 10 (0.71%) Microsoft Intune
12 9 (0.64%) Kibana
13 8 (0.57%) Salt
14 7 (0.50%) Argo
14 7 (0.50%) linkerd
14 7 (0.50%) SCCM
15 6 (0.43%) Consul
15 6 (0.43%) Packer
15 6 (0.43%) ZABBIX
Vendors
1 162 (11.51%) Microsoft
2 93 (6.61%) Oracle
3 84 (5.97%) SAP
4 79 (5.61%) IBM
5 45 (3.20%) Red Hat
5 45 (3.20%) Salesforce.com
6 43 (3.06%) VMware
7 41 (2.91%) Facebook
8 39 (2.77%) Talend
9 37 (2.63%) Adobe
10 26 (1.85%) Databricks
11 25 (1.78%) Informatica
12 21 (1.49%) Cisco
13 19 (1.35%) Twitter
14 17 (1.21%) Cloudera
14 17 (1.21%) Hortonworks
15 16 (1.14%) Apple
16 15 (1.07%) ION Trading
17 11 (0.78%) Splunk
18 10 (0.71%) Atlassian