Period
to 21 November 2017

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 21 November 2017 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
21 Nov 2017
Same period 2016 Same period 2015
Rank 126 199 179
Rank change year-on-year +73 -20 +13
Permanent jobs citing Google 4484 3109 3928
As % of all permanent IT jobs advertised in England 2.64% 1.74% 1.92%
As % of the Vendors category 5.96% 3.99% 4.21%
Number of salaries quoted 3889 2640 3314
England median annual salary £49,000 £47,500 £42,500
Median salary % change year-on-year +3.16% +11.76% -2.30%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £80,000 £72,500 £72,500
UK median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 75241 77874 93405
As % of all permanent IT jobs advertised in England 44.37% 43.68% 45.69%
Number of salaries quoted 58694 63503 76807
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

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 21 November 2017.

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 21 November 2017. 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 +44 2120 £60,000 +9.09% 214
North of England +107 831 £40,000 +6.67% 118
South East +77 546 £37,000 -9.76% 75
North West +64 467 £40,000 +6.67% 56
Midlands +63 420 £35,000 -4.11% 100
Yorkshire +132 336 £38,500 -10.72% 58
East of England +89 302 £50,000 +11.11% 39
South West +90 276 £47,500 +26.67% 29
West Midlands +63 235 £35,000 - 44
East Midlands +56 196 £35,000 -17.65% 52
North East +17 28 £45,000 +40.63% 4
Google
UK

For the 6 months to 21 November 2017, IT jobs citing Google also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Google.

1 1679 (37.44%) Agile Software Development
2 1368 (30.51%) Amazon AWS
3 1275 (28.43%) Analytics
4 1124 (25.07%) JavaScript
5 1034 (23.06%) Google Cloud Platform
6 963 (21.48%) Java
7 954 (21.28%) HTML
8 950 (21.19%) Marketing
9 919 (20.50%) Microsoft Azure
10 881 (19.65%) Google Analytics
11 844 (18.82%) Python
12 843 (18.80%) CSS
13 777 (17.33%) TDD
14 769 (17.15%) C#
15 740 (16.50%) .NET
16 730 (16.28%) SQL
17 690 (15.39%) DevOps
18 680 (15.17%) Finance
19 638 (14.23%) SQL Server
20 624 (13.92%) MVC
21 602 (13.43%) Linux
22 592 (13.20%) Microsoft
23 568 (12.67%) Degree
24 565 (12.60%) Git (software)
25 543 (12.11%) AngularJS
26 540 (12.04%) Android
27 538 (12.00%) Node.js
28 531 (11.84%) RESTful
29 514 (11.46%) ASP.NET
30 492 (10.97%) Docker

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
1 208 (4.64%) Apache Spark
2 189 (4.21%) Elasticsearch
3 172 (3.84%) CMS
4 146 (3.26%) Apache
5 108 (2.41%) OpenStack
6 99 (2.21%) WordPress
7 75 (1.67%) Confluence
8 70 (1.56%) SAS
9 53 (1.18%) nginx
10 51 (1.14%) Tomcat
11 39 (0.87%) IIS
12 37 (0.83%) SharePoint
13 32 (0.71%) Apache Solr
14 30 (0.67%) Drupal
15 29 (0.65%) JBoss
16 24 (0.54%) WebLogic
17 22 (0.49%) MS Exchange
18 19 (0.42%) Jetty
18 19 (0.42%) Skype for Business
19 17 (0.38%) Cloud Foundry
Applications
1 238 (5.31%) Microsoft Excel
2 119 (2.65%) Microsoft Office
3 69 (1.54%) Photoshop
4 55 (1.23%) Microsoft PowerPoint
5 45 (1.00%) SPSS
6 44 (0.98%) Adobe Illustrator
7 26 (0.58%) Adobe Creative Suite
8 22 (0.49%) InVision
9 12 (0.27%) Spreadsheet
10 11 (0.25%) InDesign
11 9 (0.20%) Moqups
12 6 (0.13%) Chatbot
13 5 (0.11%) SPSS Modeler
14 4 (0.089%) Adobe After Effects
14 4 (0.089%) Adobe Premiere
14 4 (0.089%) Microsoft Project
15 3 (0.067%) AutoCAD
16 2 (0.045%) Mathematica
17 1 (0.022%) Final Cut Pro
17 1 (0.022%) MS Visio
Business Applications
1 72 (1.61%) Magento
2 62 (1.38%) WebTrends
3 27 (0.60%) Adobe Campaign
4 17 (0.38%) Payment Gateway
5 16 (0.36%) SessionCam
6 15 (0.33%) Shopify
7 10 (0.22%) Eloqua
8 9 (0.20%) Unit4 Business World
9 8 (0.18%) Dynamics CRM
9 8 (0.18%) iTrent
9 8 (0.18%) OpenCart
9 8 (0.18%) Salesforce.com CRM
10 6 (0.13%) Revive Adserver
11 5 (0.11%) Social Studio
12 4 (0.089%) Abakus
12 4 (0.089%) FastStats
13 3 (0.067%) NetSuite
14 2 (0.045%) Exchequer
14 2 (0.045%) Oracle EBS
14 2 (0.045%) SAP Business One
Cloud Services
1 1368 (30.51%) Amazon AWS
2 1034 (23.06%) Google Cloud Platform
3 919 (20.50%) Microsoft Azure
4 881 (19.65%) Google Analytics
5 387 (8.63%) Google Play
6 228 (5.08%) AdWords
7 222 (4.95%) SaaS
8 170 (3.79%) PaaS
9 160 (3.57%) G Suite
10 150 (3.35%) Adobe Analytics
10 150 (3.35%) IaaS
11 144 (3.21%) GitHub
12 138 (3.08%) Office 365
13 87 (1.94%) Google Tag Manager
14 82 (1.83%) Cloud Computing
15 54 (1.20%) Slack
16 48 (1.07%) AWS CloudFormation
17 44 (0.98%) IBM Cloud
18 35 (0.78%) Amazon EC2
19 31 (0.69%) Serverless
Communications & Networking
1 141 (3.14%) Firewall
2 134 (2.99%) Internet
3 104 (2.32%) DNS
4 83 (1.85%) TCP/IP
5 67 (1.49%) LAN
6 66 (1.47%) DHCP
7 64 (1.43%) VPN
8 63 (1.40%) HTTP
9 52 (1.16%) WAN
10 49 (1.09%) SAN
11 39 (0.87%) VoIP
12 28 (0.62%) Wi-Fi
13 27 (0.60%) ATM
13 27 (0.60%) WLAN
14 25 (0.56%) NAS
14 25 (0.56%) SMS
15 24 (0.54%) Wireless
16 22 (0.49%) Fibre Channel
16 22 (0.49%) iSCSI
17 21 (0.47%) Network Security
Database & Business Intelligence
1 638 (14.23%) SQL Server
2 415 (9.26%) MySQL
3 380 (8.47%) NoSQL
4 369 (8.23%) Big Data
5 249 (5.55%) MongoDB
6 222 (4.95%) Hadoop
7 212 (4.73%) SQL Server 2014
8 153 (3.41%) Apache Cassandra
9 136 (3.03%) Relational Database
10 124 (2.77%) PostgreSQL
11 119 (2.65%) Data Warehouse
12 115 (2.56%) Redis
13 110 (2.45%) BigQuery
14 94 (2.10%) SQL Server 2016
15 56 (1.25%) Apache Hive
16 44 (0.98%) Amazon DynamoDB
16 44 (0.98%) Data Mining
16 44 (0.98%) Power BI
16 44 (0.98%) SQL Server Reporting Services
17 42 (0.94%) Amazon Redshift
Development Applications
1 565 (12.60%) Git (software)
2 327 (7.29%) Jenkins
3 261 (5.82%) JIRA
4 140 (3.12%) Subversion
5 126 (2.81%) JUnit
6 125 (2.79%) Maven
7 122 (2.72%) Selenium
8 119 (2.65%) TeamCity
9 110 (2.45%) Gradle
10 102 (2.27%) Android Studio
11 92 (2.05%) Vagrant
12 80 (1.78%) Atlassian Bamboo
12 80 (1.78%) Team Foundation Server
13 78 (1.74%) Cucumber
13 78 (1.74%) Grunt
13 78 (1.74%) Visual Studio
14 77 (1.72%) gulp
15 57 (1.27%) Xcode
16 51 (1.14%) Mockito
17 49 (1.09%) Appium
General
1 950 (21.19%) Marketing
2 680 (15.17%) Finance
3 407 (9.08%) Games
4 340 (7.58%) Retail
5 203 (4.53%) Telecoms
6 197 (4.39%) Banking
7 172 (3.84%) Manufacturing
8 161 (3.59%) Electronics
9 160 (3.57%) Advertising
10 112 (2.50%) Publishing
11 46 (1.03%) Billing
12 28 (0.62%) Legal
13 27 (0.60%) Investment Banking
14 20 (0.45%) Back Office
15 19 (0.42%) Law
16 18 (0.40%) Automotive
17 17 (0.38%) Brand Awareness
18 16 (0.36%) Local Government
18 16 (0.36%) Multimedia
19 13 (0.29%) French Language
Job Titles
1 1785 (39.81%) Developer
2 455 (10.15%) .NET Developer
3 405 (9.03%) Analyst
4 308 (6.87%) Senior Developer
5 301 (6.71%) Architect
6 276 (6.16%) Java Developer
7 223 (4.97%) DevOps Engineer
8 206 (4.59%) Android Developer
9 197 (4.39%) Software Engineer
10 184 (4.10%) Consultant
11 181 (4.04%) Front End Developer (Client-Side Developer)
12 178 (3.97%) JavaScript Developer
13 168 (3.75%) Cloud Architect
14 164 (3.66%) Junior
15 149 (3.32%) PHP Developer
16 140 (3.12%) C# Developer
16 140 (3.12%) Digital Developer
17 133 (2.97%) Full Stack Developer
18 122 (2.72%) Web Developer
19 120 (2.68%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 954 (21.28%) HTML
2 843 (18.80%) CSS
3 740 (16.50%) .NET
4 543 (12.11%) AngularJS
5 538 (12.00%) Node.js
6 531 (11.84%) RESTful
7 514 (11.46%) ASP.NET
8 450 (10.04%) Web Services
9 388 (8.65%) ASP.NET MVC
10 377 (8.41%) HTML5
11 368 (8.21%) jQuery
12 360 (8.03%) React
13 297 (6.62%) WCF
14 293 (6.53%) CSS3
15 247 (5.51%) ASP.NET Web API
16 222 (4.95%) ASP.NET MVC 5
16 222 (4.95%) Spring
17 196 (4.37%) KnockoutJS
18 173 (3.86%) REST
18 173 (3.86%) XML
Miscellaneous
1 450 (10.04%) Analytical Skills
2 432 (9.63%) Mobile App
3 413 (9.21%) Social Media
4 393 (8.76%) User Experience
5 341 (7.60%) Computer Science
6 195 (4.35%) Greenfield Project
7 168 (3.75%) iPhone
8 159 (3.55%) Public Cloud
9 139 (3.10%) BBC
10 128 (2.85%) Fintech
11 125 (2.79%) Algorithms
12 73 (1.63%) Management Information System
13 68 (1.52%) Enterprise Software
14 62 (1.38%) Data Centre
15 60 (1.34%) Smartphone
16 49 (1.09%) iPad
17 45 (1.00%) Blog
18 42 (0.94%) Client/Server
19 38 (0.85%) Private Cloud
20 35 (0.78%) Tandem
Operating Systems
1 602 (13.43%) Linux
2 540 (12.04%) Android
3 416 (9.28%) Windows
4 224 (5.00%) Apple iOS
5 153 (3.41%) Unix
6 99 (2.21%) Windows Server
7 77 (1.72%) CentOS
8 75 (1.67%) Red Hat Enterprise Linux
9 67 (1.49%) Windows Server 2012
10 60 (1.34%) Ubuntu
11 45 (1.00%) CoreOS
12 44 (0.98%) Mac OS X
13 38 (0.85%) Windows Server 2008
14 36 (0.80%) Windows XP
15 35 (0.78%) Windows Server 2003
16 33 (0.74%) Windows 7
17 31 (0.69%) Windows 10
18 30 (0.67%) Windows 8
19 19 (0.42%) Debian
20 16 (0.36%) Mac OS
Processes & Methodologies
1 1679 (37.44%) Agile Software Development
2 1275 (28.43%) Analytics
3 777 (17.33%) TDD
4 690 (15.39%) DevOps
5 624 (13.92%) MVC
6 486 (10.84%) Digital Marketing
7 468 (10.44%) E-Commerce
8 452 (10.08%) Software Engineering
9 419 (9.34%) BDD
10 413 (9.21%) SEO
11 412 (9.19%) Scrum
12 396 (8.83%) Continuous Integration
13 392 (8.74%) Web Development
14 354 (7.89%) Business Intelligence
15 349 (7.78%) OO
16 326 (7.27%) Microservices
17 321 (7.16%) Open Source
18 303 (6.76%) Machine Learning
19 299 (6.67%) Web Application Development
20 295 (6.58%) Android Development
Programming Languages
1 1124 (25.07%) JavaScript
2 963 (21.48%) Java
3 844 (18.82%) Python
4 769 (17.15%) C#
5 730 (16.28%) SQL
6 435 (9.70%) PHP
7 426 (9.50%) Ruby
8 246 (5.49%) C++
9 171 (3.81%) Go
10 164 (3.66%) Bash Shell
11 160 (3.57%) Scala
12 143 (3.19%) C
13 115 (2.56%) R
14 98 (2.19%) Objective-C
15 79 (1.76%) PowerShell
16 75 (1.67%) Shell Script
17 72 (1.61%) Perl
18 68 (1.52%) F#
19 58 (1.29%) ES6
20 57 (1.27%) Apple Swift
Qualifications
1 568 (12.67%) Degree
2 128 (2.85%) Computer Science Degree
3 60 (1.34%) Microsoft Certification
4 59 (1.32%) Cisco Certification
5 57 (1.27%) PhD
6 49 (1.09%) CCNA
7 45 (1.00%) MCSE
8 41 (0.91%) CCNP
9 36 (0.80%) Master's Degree
10 32 (0.71%) MCP
11 31 (0.69%) DBS Check
12 25 (0.56%) A+ Certification
12 25 (0.56%) Security Cleared
13 24 (0.54%) Numerate Degree
14 23 (0.51%) ISEB
14 23 (0.51%) VMware Certified Professional (VCP)
15 21 (0.47%) SC Cleared
16 17 (0.38%) CISSP
17 15 (0.33%) AWS Certification
18 13 (0.29%) ISTQB
Quality Assurance & Compliance
1 185 (4.13%) QA
2 83 (1.85%) GCP
3 52 (1.16%) SLA
4 46 (1.03%) Actionable Recommendations
5 40 (0.89%) Data Quality
6 28 (0.62%) GDPR
7 17 (0.38%) PCI DSS
8 16 (0.36%) ISO/IEC 27001
9 9 (0.20%) COBIT
10 8 (0.18%) Sarbanes-Oxley
11 5 (0.11%) Solvency II
12 4 (0.089%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 4 (0.089%) SSAE 16
13 3 (0.067%) Cyber Essentials
13 3 (0.067%) MiFID
13 3 (0.067%) PMO
14 2 (0.045%) ISO 9001
15 1 (0.022%) HIPAA
15 1 (0.022%) HL7
15 1 (0.022%) ISO/IEC 20000
System Software
1 492 (10.97%) Docker
2 185 (4.13%) Active Directory
3 146 (3.26%) VMware Infrastructure
4 109 (2.43%) Hyper-V
5 27 (0.60%) Virtual Machines
6 18 (0.40%) Terminal Services
6 18 (0.40%) vSphere
7 17 (0.38%) VMware ESXi
8 16 (0.36%) HDFS
9 14 (0.31%) Ceph
9 14 (0.31%) XenServer
10 12 (0.27%) KVM
11 10 (0.22%) vCloud
11 10 (0.22%) VirtualBox
12 8 (0.18%) LXC
12 8 (0.18%) Varnish
13 6 (0.13%) GPFS
13 6 (0.13%) Slurm Workload Manager
14 5 (0.11%) Microsoft App-V
14 5 (0.11%) Shibboleth
Systems Management
1 387 (8.63%) Puppet
2 347 (7.74%) Ansible
3 326 (7.27%) Kubernetes
4 306 (6.82%) Opscode Chef
5 145 (3.23%) Terraform
6 81 (1.81%) Nagios
7 74 (1.65%) Kibana
8 40 (0.89%) Packer
9 36 (0.80%) Graphite
9 36 (0.80%) SCCM
10 34 (0.76%) Mesos
11 30 (0.67%) Salt
12 28 (0.62%) Grafana
12 28 (0.62%) ZABBIX
13 26 (0.58%) Prometheus
14 21 (0.47%) logstash
15 18 (0.40%) Docker Swarm
16 14 (0.31%) Backup Exec
17 12 (0.27%) Consul
18 11 (0.25%) vRealize
Vendors
1 592 (13.20%) Microsoft
2 353 (7.87%) Twitter
3 329 (7.34%) Facebook
4 316 (7.05%) Apple
5 297 (6.62%) Adobe
6 261 (5.82%) VMware
7 180 (4.01%) Tableau
8 150 (3.35%) SAP
9 143 (3.19%) Yahoo!
10 133 (2.97%) Sony
11 130 (2.90%) Oracle
12 121 (2.70%) Cisco
13 114 (2.54%) Citrix
14 105 (2.34%) IBM
15 101 (2.25%) HP
16 91 (2.03%) Salesforce.com
17 86 (1.92%) Red Hat
18 73 (1.63%) Rackspace
19 66 (1.47%) Omniture
20 43 (0.96%) Optimizely