Period
to 17 July 2019

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 17 July 2019 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
17 Jul 2019
Same period 2018 Same period 2017
Rank 105 107 172
Rank change year-on-year +2 +65 +27
Permanent jobs citing Google 4,161 4,916 3,588
As % of all permanent IT jobs advertised in England 3.09% 2.99% 2.15%
As % of the Vendors category 7.26% 6.88% 4.83%
Number of salaries quoted 3,184 4,128 2,954
England median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - +11.11%
10th Percentile £32,500 £26,250 £26,750
90th Percentile £96,250 £85,000 £78,750
UK median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - +11.11%

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 57,316 71,467 74,248
As % of all permanent IT jobs advertised in England 42.58% 43.51% 44.42%
Number of salaries quoted 44,401 55,929 59,078
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £82,500 £78,750 £75,000
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Google
Job Vacancy Trend in England

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

Job vacancy trend for Google in England

Google
Salary Trend in England

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

Salary trend for Google in England

Google
Salary Histogram in England

The salary distribution of IT jobs citing Google in England over the 6 months to 17 July 2019.

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 17 July 2019. 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 +30 2,325 £70,000 +12.00% 429
South East +13 604 £52,500 +31.25% 103
North of England -45 557 £45,000 +12.50% 186
North West -34 279 £51,147 +27.87% 122
South West +5 274 £47,500 +15.85% 76
Yorkshire -39 267 £42,500 +6.25% 54
Midlands -71 211 £50,000 +42.86% 88
East of England +5 164 £50,000 -9.09% 56
West Midlands -68 127 £55,000 +61.76% 58
East Midlands -51 82 £37,500 +7.14% 30
North East -3 11 £48,096 +28.26% 10
Google
UK

For the 6 months to 17 July 2019, 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 2,357 (56.65%) Google Cloud Platform
2 2,268 (54.51%) Amazon AWS
3 1,818 (43.69%) Microsoft Azure
4 1,606 (38.60%) Agile Software Development
5 1,221 (29.34%) Python
6 1,183 (28.43%) DevOps
7 983 (23.62%) Analytics
8 932 (22.40%) Java
9 915 (21.99%) Docker
10 856 (20.57%) SQL
11 802 (19.27%) JavaScript
12 792 (19.03%) Software Engineering
13 788 (18.94%) Linux
14 740 (17.78%) Kubernetes
15 739 (17.76%) Microsoft
16 721 (17.33%) Finance
17 602 (14.47%) HTML
18 591 (14.20%) Scrum
19 581 (13.96%) Retail
20 575 (13.82%) Google Analytics
21 564 (13.55%) Git (software)
22 557 (13.39%) Marketing
23 536 (12.88%) TDD
24 525 (12.62%) C#
25 517 (12.42%) Microservices
26 516 (12.40%) CSS
26 516 (12.40%) Continuous Integration
27 513 (12.33%) Jenkins
28 511 (12.28%) .NET
29 491 (11.80%) Ansible

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
1 262 (6.30%) Apache Spark
2 184 (4.42%) Elasticsearch
3 152 (3.65%) CMS
4 103 (2.48%) Apache
5 95 (2.28%) OpenStack
6 77 (1.85%) WordPress
7 61 (1.47%) Confluence
8 53 (1.27%) Cloud Foundry
9 49 (1.18%) nginx
10 42 (1.01%) Apache Solr
11 38 (0.91%) SharePoint
12 33 (0.79%) Apache Pig
13 32 (0.77%) SAS
14 31 (0.75%) Tomcat
14 31 (0.75%) WebSphere
15 28 (0.67%) IIS
16 24 (0.58%) Jupyter
17 22 (0.53%) JBoss
17 22 (0.53%) MS Exchange
18 21 (0.50%) Drupal
Applications
1 114 (2.74%) Microsoft Excel
2 106 (2.55%) Microsoft Office
3 66 (1.59%) Photoshop
4 40 (0.96%) Chatbot
5 35 (0.84%) Microsoft PowerPoint
5 35 (0.84%) Sketch
6 25 (0.60%) Adobe Illustrator
7 20 (0.48%) Adobe Creative Suite
8 16 (0.38%) SPSS
9 14 (0.34%) InVision
9 14 (0.34%) Zeplin
10 13 (0.31%) Spreadsheet
11 11 (0.26%) Microsoft Project
12 10 (0.24%) Adobe XD
13 6 (0.14%) CINEMA 4D
13 6 (0.14%) Maya
13 6 (0.14%) MODO
13 6 (0.14%) MS Visio
13 6 (0.14%) NUKE
14 5 (0.12%) Adobe Premiere
Business Applications
1 35 (0.84%) Magento
2 19 (0.46%) WebTrends
3 14 (0.34%) Shopify
4 12 (0.29%) Dynamics CRM
5 11 (0.26%) SAP Hybris
6 8 (0.19%) Fredhopper
7 5 (0.12%) Eloqua
7 5 (0.12%) FastStats
7 5 (0.12%) Sprinklr
8 4 (0.096%) Distributed Ledger
8 4 (0.096%) Payment Gateway
8 4 (0.096%) Sage 200
8 4 (0.096%) SAP Business ByDesign
8 4 (0.096%) SAP MDG
8 4 (0.096%) SAP S/4HANA
8 4 (0.096%) SessionCam
9 3 (0.072%) NetSuite
9 3 (0.072%) Optimost
9 3 (0.072%) Oracle ERP
9 3 (0.072%) Oracle Procure-to-Pay
Cloud Services
1 2,357 (56.65%) Google Cloud Platform
2 2,268 (54.51%) Amazon AWS
3 1,818 (43.69%) Microsoft Azure
4 575 (13.82%) Google Analytics
5 275 (6.61%) Office 365
6 269 (6.46%) SaaS
7 254 (6.10%) G Suite
8 214 (5.14%) Cloud Computing
8 214 (5.14%) PaaS
9 188 (4.52%) Serverless
10 161 (3.87%) IaaS
11 160 (3.85%) Power Platform
12 146 (3.51%) GitHub
13 114 (2.74%) IBM Cloud
14 105 (2.52%) AWS CloudFormation
15 93 (2.24%) Google Play
16 81 (1.95%) Adobe Analytics
16 81 (1.95%) npm
17 71 (1.71%) Google Tag Manager
18 69 (1.66%) Amazon EC2
Communications & Networking
1 168 (4.04%) Firewall
2 125 (3.00%) TCP/IP
3 102 (2.45%) DNS
4 76 (1.83%) Internet
5 67 (1.61%) VPN
6 65 (1.56%) HTTP
7 57 (1.37%) WAN
8 53 (1.27%) DHCP
9 42 (1.01%) LAN
9 42 (1.01%) Skype
9 42 (1.01%) Wi-Fi
10 38 (0.91%) VoIP
11 33 (0.79%) Network Security
12 32 (0.77%) HTTPS
13 30 (0.72%) Unified Communications
14 27 (0.65%) SAN
15 26 (0.62%) Wireless
16 24 (0.58%) FTP
17 20 (0.48%) MPLS
18 12 (0.29%) Cisco ASA
Database & Business Intelligence
1 359 (8.63%) Big Data
2 345 (8.29%) MySQL
3 290 (6.97%) SQL Server
4 265 (6.37%) NoSQL
5 247 (5.94%) Hadoop
6 221 (5.31%) BigQuery
7 213 (5.12%) Data Warehouse
8 189 (4.54%) MongoDB
9 165 (3.97%) Relational Database
10 160 (3.85%) Power BI
11 145 (3.48%) PostgreSQL
12 105 (2.52%) Amazon Redshift
13 92 (2.21%) Apache Cassandra
13 92 (2.21%) Apache Hive
14 74 (1.78%) SQL Server Integration Services
15 73 (1.75%) Redis
16 69 (1.66%) HBase
17 67 (1.61%) Neo4j
18 58 (1.39%) QlikView
19 57 (1.37%) Data Lake
Development Applications
1 564 (13.55%) Git (software)
2 513 (12.33%) Jenkins
3 341 (8.20%) JIRA
4 253 (6.08%) Selenium
5 185 (4.45%) Cucumber
6 179 (4.30%) Atlassian Bamboo
7 176 (4.23%) TeamCity
8 122 (2.93%) JMeter
9 116 (2.79%) SoapUI
10 104 (2.50%) GitLab
11 102 (2.45%) Team Foundation Server
12 82 (1.97%) webpack
13 78 (1.87%) Subversion
14 76 (1.83%) gulp
15 73 (1.75%) Appium
16 72 (1.73%) git-flow
16 72 (1.73%) Maven
16 72 (1.73%) Travis CI
17 71 (1.71%) Bitbucket
18 70 (1.68%) Vagrant
General
1 721 (17.33%) Finance
2 581 (13.96%) Retail
3 557 (13.39%) Marketing
4 213 (5.12%) Banking
5 172 (4.13%) Telecoms
6 113 (2.72%) Manufacturing
7 112 (2.69%) Games
8 108 (2.60%) Advertising
9 101 (2.43%) Law
10 88 (2.11%) Automotive
11 54 (1.30%) Electronics
11 54 (1.30%) Local Government
12 38 (0.91%) Front Office
13 32 (0.77%) Publishing
14 28 (0.67%) Back Office
15 24 (0.58%) Legal
16 21 (0.50%) Pharmaceutical
17 18 (0.43%) German Language
18 15 (0.36%) Brand Awareness
18 15 (0.36%) Italian Language
Job Titles
1 1,115 (26.80%) Developer
2 479 (11.51%) Architect
3 378 (9.08%) DevOps Engineer
4 342 (8.22%) Analyst
5 255 (6.13%) Senior Developer
6 250 (6.01%) Software Engineer
7 236 (5.67%) Cloud Engineer
8 229 (5.50%) Cloud Architect
9 206 (4.95%) Consultant
10 203 (4.88%) Java Developer
11 168 (4.04%) Data Engineer
12 166 (3.99%) Solutions Architect
13 149 (3.58%) .NET Developer
14 138 (3.32%) Software Developer
15 132 (3.17%) AWS Engineer
16 127 (3.05%) Junior
17 124 (2.98%) C# Developer
18 112 (2.69%) AWS DevOps
19 110 (2.64%) Azure Architect
20 104 (2.50%) Lead Developer
Libraries, Frameworks & Software Standards
1 602 (14.47%) HTML
2 516 (12.40%) CSS
3 511 (12.28%) .NET
4 441 (10.60%) Node.js
5 436 (10.48%) Web Services
6 425 (10.21%) AngularJS
7 367 (8.82%) RESTful
8 331 (7.95%) React
9 259 (6.22%) HTML5
10 206 (4.95%) Spring
11 202 (4.85%) REST
12 196 (4.71%) Kafka
13 189 (4.54%) ASP.NET
14 166 (3.99%) Vue.js
15 134 (3.22%) .NET Core
15 134 (3.22%) CSS3
16 116 (2.79%) jQuery
17 95 (2.28%) Spring Boot
18 94 (2.26%) ASP.NET Web API
19 91 (2.19%) Twitter Bootstrap
Miscellaneous
1 468 (11.25%) Analytical Skills
2 322 (7.74%) User Experience
3 293 (7.04%) Public Cloud
4 168 (4.04%) Cloud Native
5 165 (3.97%) Mobile App
6 139 (3.34%) Greenfield Project
7 136 (3.27%) Enterprise Software
7 136 (3.27%) Social Media
8 132 (3.17%) Hybrid Cloud
9 126 (3.03%) Algorithms
10 86 (2.07%) Self-Motivation
11 75 (1.80%) Blog
12 72 (1.73%) Management Information System
13 64 (1.54%) Data Centre
14 58 (1.39%) Data Structures
15 49 (1.18%) Robotics
16 43 (1.03%) Video Conferencing
17 42 (1.01%) Hedge funds
18 39 (0.94%) Digital Media
19 36 (0.87%) Smart City
Operating Systems
1 788 (18.94%) Linux
2 424 (10.19%) Windows
3 280 (6.73%) Android
4 204 (4.90%) Unix
5 199 (4.78%) Apple iOS
6 104 (2.50%) Windows Server
7 102 (2.45%) Ubuntu
8 78 (1.87%) CentOS
9 39 (0.94%) Red Hat Enterprise Linux
10 35 (0.84%) Windows 7
11 33 (0.79%) Mac OS
11 33 (0.79%) Windows Server 2008
12 30 (0.72%) Debian
13 28 (0.67%) CoreOS
14 23 (0.55%) Windows 10
15 21 (0.50%) Tizen
16 17 (0.41%) DC/OS
17 16 (0.38%) Windows Server 2012
18 15 (0.36%) VMS
19 11 (0.26%) Mac OS X
Processes & Methodologies
1 1,606 (38.60%) Agile Software Development
2 1,183 (28.43%) DevOps
3 983 (23.62%) Analytics
4 792 (19.03%) Software Engineering
5 591 (14.20%) Scrum
6 536 (12.88%) TDD
7 517 (12.42%) Microservices
8 516 (12.40%) Continuous Integration
9 437 (10.50%) Problem-Solving
10 367 (8.82%) Business Intelligence
11 357 (8.58%) Test Automation
12 341 (8.20%) E-Commerce
13 339 (8.15%) Mentoring
14 324 (7.79%) Migration
15 303 (7.28%) Kanban
15 303 (7.28%) Machine Learning
16 295 (7.09%) BDD
17 281 (6.75%) Artificial Intelligence
18 256 (6.15%) Data Science
19 248 (5.96%) Configuration Management
Programming Languages
1 1,221 (29.34%) Python
2 932 (22.40%) Java
3 856 (20.57%) SQL
4 802 (19.27%) JavaScript
5 525 (12.62%) C#
6 352 (8.46%) PHP
7 303 (7.28%) Bash Shell
8 282 (6.78%) C++
9 281 (6.75%) Ruby
10 223 (5.36%) Scala
11 216 (5.19%) PowerShell
12 208 (5.00%) Go
13 196 (4.71%) C
14 137 (3.29%) R
15 123 (2.96%) TypeScript
16 93 (2.24%) Perl
17 90 (2.16%) Java 8
18 81 (1.95%) Objective-C
19 67 (1.61%) Groovy
20 58 (1.39%) Kotlin
Qualifications
1 465 (11.18%) Degree
2 119 (2.86%) Security Cleared
3 99 (2.38%) Computer Science Degree
4 87 (2.09%) CISSP
5 75 (1.80%) SC Cleared
6 73 (1.75%) Cisco Certification
7 50 (1.20%) Microsoft Certification
8 49 (1.18%) CCNA
8 49 (1.18%) Master's Degree
9 44 (1.06%) SANS
10 41 (0.99%) AWS Certification
10 41 (0.99%) MCSE
11 31 (0.75%) Network+ Certification
12 30 (0.72%) CompTIA Security+
12 30 (0.72%) GIAC
12 30 (0.72%) Linux+ Certification
12 30 (0.72%) PhD
12 30 (0.72%) SSCP
13 29 (0.70%) CISM
13 29 (0.70%) DBS Check
Quality Assurance & Compliance
1 185 (4.45%) QA
2 58 (1.39%) Data Quality
3 51 (1.23%) GDPR
4 48 (1.15%) ISO/IEC 27001
5 29 (0.70%) SLA
6 21 (0.50%) PCI DSS
7 17 (0.41%) NIST
8 10 (0.24%) Cyber Essentials
9 9 (0.22%) ISO/IEC 27005
9 9 (0.22%) PMO
10 8 (0.19%) ISO 9001
10 8 (0.19%) Sarbanes-Oxley
11 7 (0.17%) ISAE 3402
11 7 (0.17%) ISO 22301
11 7 (0.17%) ISO 31000
12 6 (0.14%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 4 (0.096%) Actionable Recommendations
14 3 (0.072%) MiFID
15 2 (0.048%) COBIT
15 2 (0.048%) RMADS
System Software
1 915 (21.99%) Docker
2 150 (3.60%) VMware Infrastructure
3 132 (3.17%) Active Directory
4 113 (2.72%) Hyper-V
5 45 (1.08%) Virtual Machines
6 34 (0.82%) VirtualBox
7 28 (0.67%) vSphere
8 26 (0.62%) Varnish
9 16 (0.38%) VMware ESXi
10 13 (0.31%) Citrix Hypervisor
10 13 (0.31%) Xen
11 11 (0.26%) Microsoft App-V
12 10 (0.24%) Apache Flume
13 8 (0.19%) iptables
13 8 (0.19%) vCloud
14 7 (0.17%) HDFS
14 7 (0.17%) ISA Server
15 4 (0.096%) Firmware
15 4 (0.096%) KVM
15 4 (0.096%) VMware Workstation
Systems Management
1 740 (17.78%) Kubernetes
2 491 (11.80%) Ansible
3 400 (9.61%) Opscode Chef
3 400 (9.61%) Puppet
4 361 (8.68%) Terraform
5 90 (2.16%) Salt
6 55 (1.32%) Nagios
7 50 (1.20%) Rancher
8 48 (1.15%) Graphite
8 48 (1.15%) Packer
9 43 (1.03%) Docker Swarm
9 43 (1.03%) HP Quality Center
10 31 (0.75%) SCCM
11 29 (0.70%) CFEngine
12 28 (0.67%) Kibana
13 26 (0.62%) Automic
13 26 (0.62%) Prometheus
14 23 (0.55%) Mesos
15 20 (0.48%) Hadoop YARN
15 20 (0.48%) ZABBIX
Vendors
1 739 (17.76%) Microsoft
2 252 (6.06%) Tableau
3 230 (5.53%) VMware
4 229 (5.50%) IBM
5 207 (4.97%) Adobe
6 150 (3.60%) Oracle
7 130 (3.12%) Facebook
8 126 (3.03%) SAP
9 109 (2.62%) Cisco
10 104 (2.50%) Apple
11 98 (2.36%) Salesforce.com
12 90 (2.16%) HP
13 85 (2.04%) Talend
14 73 (1.75%) Informatica
15 71 (1.71%) Rackspace
16 67 (1.61%) Splunk
17 59 (1.42%) Red Hat
18 45 (1.08%) Cloudera
19 42 (1.01%) Atlassian
20 41 (0.99%) Twitter