Period
to 6 August 2020

The table below provides summary statistics for permanent job vacancies advertised in England 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 6 August 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
UK > England
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 94 107 108
Rank change year-on-year +13 +1 +68
Permanent jobs citing Google 1,907 4,088 4,802
As % of all permanent jobs advertised in England 3.15% 3.09% 3.00%
As % of the Vendors category 7.68% 7.29% 6.92%
Number of salaries quoted 1,589 3,363 4,243
Median annual salary £65,000 £60,000 £50,000
Median salary % change year-on-year +8.33% +20.00% -
10th Percentile £37,000 £32,500 £26,250
90th Percentile £115,000 £96,000 £85,000
UK median annual salary £62,500 £60,000 £50,000
% change year-on-year +4.17% +20.00% -

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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 24,828 56,085 69,392
As % of all permanent IT jobs advertised in England 41.07% 42.43% 43.37%
Number of salaries quoted 19,173 43,450 54,144
Median annual salary £54,000 £50,000 £50,000
Median salary % change year-on-year +8.00% - +5.26%
10th Percentile £30,957 £27,500 £27,000
90th Percentile £87,500 £82,500 £78,750
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Google
Job Vacancy Trend in England

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

Job vacancy trend for Google in England

Google
Salary Trend in England

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

Salary trend for Google in England

Google
Salary Histogram in England

Salary distribution for jobs citing Google in England over the 6 months to 6 August 2020.

Salary histogram for Google in England

Google
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the England region over the 6 months to 6 August 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
London +9 1,197 £75,000 +7.14% 147
South East +12 242 £57,500 - 52
North of England -8 188 £52,500 +16.41% 75
North West +4 111 £55,000 +7.53% 36
Midlands +30 109 £55,000 +10.00% 36
South West +2 96 £47,500 -4.04% 24
Yorkshire +4 75 £50,000 +11.11% 22
East of England +24 68 £55,000 +10.00% 17
West Midlands +13 57 £52,500 -4.55% 20
East Midlands +39 51 £61,250 +53.13% 16
North East +21 2 £52,500 - 17
Google
UK

For the 6 months to 6 August 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 England region with a requirement for Google.

1 1,171 (61.41%) GCP
2 1,126 (59.05%) AWS
3 927 (48.61%) Azure
4 683 (35.82%) Agile Software Development
5 659 (34.56%) Python
6 583 (30.57%) DevOps
7 528 (27.69%) Java
8 501 (26.27%) Finance
9 475 (24.91%) JavaScript
10 471 (24.70%) Kubernetes
11 403 (21.13%) Docker
12 393 (20.61%) Analytics
13 381 (19.98%) SQL
14 351 (18.41%) Software Engineering
14 351 (18.41%) Microservices
15 345 (18.09%) Web Services
16 293 (15.36%) Microsoft
17 272 (14.26%) Terraform
18 263 (13.79%) Linux
19 254 (13.32%) React
20 241 (12.64%) Scrum
21 240 (12.59%) SQL Server
21 240 (12.59%) Jenkins
22 235 (12.32%) AngularJS
23 220 (11.54%) HTML
24 217 (11.38%) Asset Management
24 217 (11.38%) Google Analytics
25 216 (11.33%) Git (software)
25 216 (11.33%) Banking
26 212 (11.12%) MySQL

Google
Co-occurring IT Skills in England 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
1 160 (8.39%) Apache
2 98 (5.14%) Apache Spark
3 44 (2.31%) Tomcat
4 33 (1.73%) Apache Airflow
4 33 (1.73%) Cloud Foundry
5 32 (1.68%) Elasticsearch
6 31 (1.63%) CMS
7 26 (1.36%) Confluence
8 25 (1.31%) IIS
9 20 (1.05%) WebSphere
10 19 (1.00%) WebLogic
11 17 (0.89%) nginx
11 17 (0.89%) SharePoint
12 15 (0.79%) WordPress
13 14 (0.73%) Adobe Experience Manager
14 13 (0.68%) OpenStack
15 9 (0.47%) Tornado
16 8 (0.42%) Skype for Business
17 7 (0.37%) Headless CMS
17 7 (0.37%) MS Exchange
Applications
1 50 (2.62%) Microsoft Excel
2 49 (2.57%) Microsoft Office
3 23 (1.21%) Microsoft PowerPoint
4 15 (0.79%) Figma
5 14 (0.73%) Photoshop
6 12 (0.63%) Zeplin
7 11 (0.58%) Adobe Illustrator
8 9 (0.47%) AutoCAD
9 7 (0.37%) Sketch
10 6 (0.31%) MS Visio
11 5 (0.26%) Adobe Creative Suite
11 5 (0.26%) Gliffy
11 5 (0.26%) InVision
12 4 (0.21%) Marvel
12 4 (0.21%) SketchUp
12 4 (0.21%) Spreadsheet
13 3 (0.16%) Adobe Premiere
14 2 (0.10%) Adobe XD
14 2 (0.10%) Chatbot
15 1 (0.052%) Camtasia
Business Applications
1 12 (0.63%) Magento
2 5 (0.26%) WebTrends
3 4 (0.21%) Eikon
3 4 (0.21%) Payment Gateway
3 4 (0.21%) Shopify
4 3 (0.16%) Oracle Applications
4 3 (0.16%) SAP S/4HANA
5 2 (0.10%) Adobe Campaign
5 2 (0.10%) Eloqua
5 2 (0.10%) Oracle Receivables
5 2 (0.10%) SAP Hybris
6 1 (0.052%) Dynamics CRM
6 1 (0.052%) Remedy ITSM
6 1 (0.052%) Sprinklr
6 1 (0.052%) Summit
Cloud Services
1 1,171 (61.41%) GCP
2 1,126 (59.05%) AWS
3 927 (48.61%) Azure
4 217 (11.38%) Google Analytics
5 162 (8.50%) Serverless
6 137 (7.18%) PaaS
7 132 (6.92%) SaaS
8 131 (6.87%) AWS Lambda
9 103 (5.40%) IaaS
10 102 (5.35%) Amazon ECS
11 83 (4.35%) Apigee
12 78 (4.09%) Power Platform
13 69 (3.62%) Office 365
14 64 (3.36%) GitHub
15 63 (3.30%) AWS CloudFormation
16 52 (2.73%) Cloud Computing
17 48 (2.52%) IBM Cloud
18 46 (2.41%) OpenShift
19 41 (2.15%) G Suite
20 38 (1.99%) Google Play
Communications & Networking
1 57 (2.99%) Firewall
2 30 (1.57%) Internet
3 29 (1.52%) DNS
3 29 (1.52%) Skype
4 28 (1.47%) SAN
4 28 (1.47%) VPN
5 26 (1.36%) TCP/IP
6 22 (1.15%) WAN
7 20 (1.05%) LAN
8 18 (0.94%) Network Security
9 14 (0.73%) H.323
9 14 (0.73%) HTTP
10 13 (0.68%) Fibre Channel
10 13 (0.68%) iSCSI
11 12 (0.63%) VoIP
12 11 (0.58%) Bluetooth
13 10 (0.52%) DHCP
13 10 (0.52%) Wireless
14 9 (0.47%) SSH
14 9 (0.47%) Unified Communications
Database & Business Intelligence
1 240 (12.59%) SQL Server
2 212 (11.12%) MySQL
3 185 (9.70%) PostgreSQL
4 155 (8.13%) Data Warehouse
5 145 (7.60%) Big Data
6 127 (6.66%) Amazon Redshift
7 126 (6.61%) BigQuery
8 116 (6.08%) NoSQL
9 85 (4.46%) Relational Database
10 80 (4.20%) Hadoop
11 77 (4.04%) Power BI
12 67 (3.51%) MongoDB
13 34 (1.78%) Apache Cassandra
14 30 (1.57%) Apache Hive
14 30 (1.57%) Looker
14 30 (1.57%) SQL Server Integration Services
15 28 (1.47%) RDBMS
16 27 (1.42%) Snowflake Schema
17 23 (1.21%) Neo4j
18 20 (1.05%) Data Lake
Development Applications
1 240 (12.59%) Jenkins
2 216 (11.33%) Git (software)
3 96 (5.03%) JIRA
4 92 (4.82%) GitLab
5 65 (3.41%) Artifactory
6 54 (2.83%) Bitbucket
7 49 (2.57%) webpack
8 46 (2.41%) Atlassian Bamboo
8 46 (2.41%) RStudio
9 38 (1.99%) Maven
10 33 (1.73%) TeamCity
11 28 (1.47%) CircleCI
12 27 (1.42%) Grunt
13 23 (1.21%) gulp
13 23 (1.21%) JUnit
13 23 (1.21%) Selenium
13 23 (1.21%) Vagrant
14 20 (1.05%) Babel
15 19 (1.00%) Visual Studio
16 18 (0.94%) Sonatype Nexus
General
1 501 (26.27%) Finance
2 216 (11.33%) Banking
3 185 (9.70%) Marketing
4 125 (6.55%) Retail
5 97 (5.09%) Front Office
6 76 (3.99%) Investment Banking
7 62 (3.25%) Telecoms
8 59 (3.09%) Back Office
9 49 (2.57%) Games
10 39 (2.05%) Advertising
11 36 (1.89%) Public Sector
12 32 (1.68%) Legal
13 28 (1.47%) Manufacturing
13 28 (1.47%) Publishing
14 19 (1.00%) Law
15 16 (0.84%) Automotive
16 9 (0.47%) Norwegian Language
17 7 (0.37%) Financial Institution
17 7 (0.37%) French Language
18 6 (0.31%) Electronics
Job Titles
1 538 (28.21%) Developer
2 272 (14.26%) Architect
3 138 (7.24%) Cloud Architect
4 137 (7.18%) DevOps Engineer
5 131 (6.87%) AWS Engineer
6 124 (6.50%) Software Engineer
7 122 (6.40%) Data Engineer
8 113 (5.93%) Java Developer
9 109 (5.72%) Solutions Architect
10 105 (5.51%) Analyst
11 103 (5.40%) Senior Developer
12 99 (5.19%) Cloud Engineer
13 78 (4.09%) AWS Architect
14 73 (3.83%) AWS Developer
15 65 (3.41%) JavaScript Developer
16 64 (3.36%) Cloud Solutions Architect
16 64 (3.36%) Data Architect
17 61 (3.20%) Java Engineer
18 59 (3.09%) Consultant
18 59 (3.09%) Python Developer
Libraries, Frameworks & Software Standards
1 345 (18.09%) Web Services
2 254 (13.32%) React
3 235 (12.32%) AngularJS
4 220 (11.54%) HTML
5 197 (10.33%) Node.js
6 189 (9.91%) CSS
7 159 (8.34%) .NET
8 150 (7.87%) Vue.js
9 96 (5.03%) HTML5
10 95 (4.98%) RESTful
11 91 (4.77%) OAuth
12 90 (4.72%) gRPC
13 88 (4.61%) Spring
14 85 (4.46%) REST
15 76 (3.99%) .NET Core
16 74 (3.88%) Swagger
17 60 (3.15%) jQuery
18 59 (3.09%) Redux
19 52 (2.73%) CSS3
20 51 (2.67%) Kafka
Miscellaneous
1 205 (10.75%) Hedge funds
2 165 (8.65%) Analytical Skills
3 139 (7.29%) User Experience
4 138 (7.24%) Public Cloud
5 119 (6.24%) Fixed Income
6 113 (5.93%) Derivative
7 109 (5.72%) Cloud Native
8 96 (5.03%) Foreign Exchange (FX)
9 95 (4.98%) Equities
10 91 (4.77%) Mobile App
11 82 (4.30%) Greenfield Project
12 49 (2.57%) Algorithms
13 46 (2.41%) Self-Motivation
14 43 (2.25%) Data Centre
15 42 (2.20%) Blog
16 38 (1.99%) Virtual Team
17 34 (1.78%) Video Conferencing
18 31 (1.63%) Hybrid Cloud
19 29 (1.52%) Enterprise Software
19 29 (1.52%) Private Cloud
Operating Systems
1 263 (13.79%) Linux
2 208 (10.91%) Windows
3 96 (5.03%) Android
4 73 (3.83%) Apple iOS
5 55 (2.88%) Windows Server
6 44 (2.31%) Unix
7 19 (1.00%) Windows 10
8 18 (0.94%) Ubuntu
9 15 (0.79%) Mac OS
10 12 (0.63%) Red Hat Enterprise Linux
11 10 (0.52%) CentOS
12 8 (0.42%) CoreOS
12 8 (0.42%) Windows 7
13 7 (0.37%) zOS
14 6 (0.31%) Debian
14 6 (0.31%) Windows Server 2012
15 4 (0.21%) Android TV
15 4 (0.21%) Windows Server 2008
16 3 (0.16%) Windows Server 2016
16 3 (0.16%) Windows XP
Processes & Methodologies
1 683 (35.82%) Agile Software Development
2 583 (30.57%) DevOps
3 393 (20.61%) Analytics
4 351 (18.41%) Microservices
4 351 (18.41%) Software Engineering
5 241 (12.64%) Scrum
6 217 (11.38%) Asset Management
7 208 (10.91%) Investment Management
8 178 (9.33%) Mentoring
9 171 (8.97%) Continuous Integration
9 171 (8.97%) Problem-Solving
10 153 (8.02%) Decision-Making
11 147 (7.71%) Business Intelligence
12 136 (7.13%) TDD
13 125 (6.55%) E-Commerce
14 119 (6.24%) Migration
14 119 (6.24%) Test Automation
15 110 (5.77%) Front End Development
16 109 (5.72%) Infrastructure as Code
17 108 (5.66%) Computer Science
Programming Languages
1 659 (34.56%) Python
2 528 (27.69%) Java
3 475 (24.91%) JavaScript
4 381 (19.98%) SQL
5 184 (9.65%) C#
6 112 (5.87%) Bash Shell
7 104 (5.45%) PHP
8 96 (5.03%) Go
9 75 (3.93%) TypeScript
10 73 (3.83%) Scala
11 72 (3.78%) PowerShell
12 70 (3.67%) C++
13 68 (3.57%) C
13 68 (3.57%) Ruby
14 52 (2.73%) Kotlin
15 42 (2.20%) R
16 39 (2.05%) T-SQL
17 37 (1.94%) ES6
18 35 (1.84%) Java 8
19 26 (1.36%) Shell Script
Qualifications
1 171 (8.97%) Degree
2 56 (2.94%) Computer Science Degree
3 54 (2.83%) Security Cleared
4 42 (2.20%) Microsoft Certification
5 36 (1.89%) Sun Certification
6 26 (1.36%) AWS Certification
6 26 (1.36%) Cisco Certification
7 24 (1.26%) SC Cleared
8 19 (1.00%) DV Cleared
9 18 (0.94%) MCSE
10 17 (0.89%) CCNA
11 14 (0.73%) Master's Degree
11 14 (0.73%) MCSA
12 12 (0.63%) MCTS
12 12 (0.63%) TOGAF Certification
13 8 (0.42%) Analytics IQ
13 8 (0.42%) CISSP
14 6 (0.31%) PhD
15 5 (0.26%) OCP
15 5 (0.26%) Oracle Certification
Quality Assurance & Compliance
1 72 (3.78%) QA
2 26 (1.36%) ISO/IEC 27001
3 24 (1.26%) NIST
4 22 (1.15%) NIST 800
5 18 (0.94%) GDPR
6 15 (0.79%) NCSC
7 12 (0.63%) Data Quality
8 8 (0.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 8 (0.42%) PCI DSS
9 7 (0.37%) SLA
10 6 (0.31%) MISRA
11 2 (0.10%) Actionable Recommendations
12 1 (0.052%) GMP
12 1 (0.052%) ISO 8583
12 1 (0.052%) ISO 9001
12 1 (0.052%) ISO/IEC 20000
System Software
1 403 (21.13%) Docker
2 81 (4.25%) Active Directory
3 59 (3.09%) VMware Infrastructure
4 18 (0.94%) Virtual Machines
5 16 (0.84%) Hyper-V
5 16 (0.84%) vSphere
6 14 (0.73%) VirtualBox
7 7 (0.37%) Virtual Servers
8 6 (0.31%) Firmware
9 5 (0.26%) Varnish
9 5 (0.26%) VMware NSX
9 5 (0.26%) Xen
10 2 (0.10%) Apache Flume
10 2 (0.10%) LXC
10 2 (0.10%) XenApp
10 2 (0.10%) XenDesktop
11 1 (0.052%) Ceph
11 1 (0.052%) Gluster
11 1 (0.052%) Terminal Services
11 1 (0.052%) VMware ESXi
Systems Management
1 471 (24.70%) Kubernetes
2 272 (14.26%) Terraform
3 177 (9.28%) Ansible
4 106 (5.56%) Puppet
5 75 (3.93%) Opscode Chef
6 29 (1.52%) Single Sign-On
7 28 (1.47%) Docker Swarm
8 22 (1.15%) Grafana
9 15 (0.79%) SCCM
10 14 (0.73%) Packer
11 11 (0.58%) WSUS
12 10 (0.52%) Consul
12 10 (0.52%) Salt
12 10 (0.52%) ZABBIX
13 9 (0.47%) Nagios
14 7 (0.37%) Graphite
14 7 (0.37%) Jamf Pro
14 7 (0.37%) Opsview
15 6 (0.31%) Prometheus
15 6 (0.31%) SCOM
Vendors
1 293 (15.36%) Microsoft
2 118 (6.19%) Oracle
3 84 (4.40%) Tableau
4 82 (4.30%) VMware
5 78 (4.09%) IBM
6 77 (4.04%) Adobe
7 53 (2.78%) Cisco
8 46 (2.41%) Red Hat
9 42 (2.20%) SAP
10 36 (1.89%) Apple
11 33 (1.73%) Facebook
12 26 (1.36%) Splunk
13 25 (1.31%) HP
14 23 (1.21%) Dell
14 23 (1.21%) Xamarin
15 22 (1.15%) Salesforce.com
16 19 (1.00%) Talend
17 18 (0.94%) Atlassian
18 16 (0.84%) SaltStack
19 15 (0.79%) Twitter