Period
to 16 August 2018

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 16 August 2018 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
16 Aug 2018
Same period 2017 Same period 2016
Rank 106 169 192
Rank change year-on-year +63 +23 -1
Permanent jobs citing Google 4,758 3,604 3,291
As % of all permanent IT jobs advertised in England 3.01% 2.17% 1.76%
As % of the Vendors category 6.85% 4.87% 3.96%
Number of salaries quoted 3,981 3,024 2,919
England median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +5.88%
10th Percentile £26,250 £27,075 £26,250
90th Percentile £86,250 £80,600 £75,000
UK median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

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 69,510 74,048 83,048
As % of all permanent IT jobs advertised in England 43.97% 44.53% 44.51%
Number of salaries quoted 54,308 58,105 68,410
England median annual salary £50,000 £47,500 £47,000
Median salary % change year-on-year +5.26% +1.06% +4.44%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £78,750 £76,000 £75,000
UK median annual salary £49,938 £47,500 £45,000
% change year-on-year +5.13% +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 16 August 2018.

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 16 August 2018. 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 +34 2,293 £65,000 +13.04% 379
North of England +52 823 £40,000 - 116
South East +75 621 £42,500 +14.86% 98
Midlands +95 459 £35,000 -4.11% 132
North West +26 415 £40,000 - 59
Yorkshire +97 382 £40,000 - 42
South West +47 276 £40,000 -27.27% 56
West Midlands +92 267 £34,000 -2.86% 60
East of England +63 265 £55,000 +15.79% 75
East Midlands +64 192 £35,000 -17.65% 72
North East -44 25 £40,000 +7.93% 15
Google
UK

For the 6 months to 16 August 2018, 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 2,032 (42.71%) Amazon AWS
2 1,906 (40.06%) Agile Software Development
3 1,609 (33.82%) Microsoft Azure
4 1,566 (32.91%) Google Cloud Platform
5 1,148 (24.13%) Python
6 1,143 (24.02%) Analytics
7 1,092 (22.95%) DevOps
8 1,037 (21.79%) Java
9 990 (20.81%) JavaScript
10 889 (18.68%) HTML
11 881 (18.52%) SQL
12 852 (17.91%) .NET
13 843 (17.72%) C#
14 815 (17.13%) Docker
15 778 (16.35%) Linux
16 776 (16.31%) Microsoft
17 751 (15.78%) Marketing
18 749 (15.74%) CSS
19 733 (15.41%) Google Analytics
20 678 (14.25%) TDD
21 675 (14.19%) Finance
22 666 (14.00%) SQL Server
23 646 (13.58%) Continuous Integration
24 617 (12.97%) Degree
25 597 (12.55%) Kubernetes
26 592 (12.44%) Software Engineering
27 581 (12.21%) MVC
28 554 (11.64%) Git (software)
29 538 (11.31%) Windows
30 523 (10.99%) Scrum

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
1 272 (5.72%) Elasticsearch
2 224 (4.71%) Apache Spark
3 174 (3.66%) CMS
4 148 (3.11%) OpenStack
5 123 (2.59%) Apache
6 104 (2.19%) Tomcat
7 95 (2.00%) WordPress
8 77 (1.62%) SharePoint
9 71 (1.49%) Cloud Foundry
9 71 (1.49%) MS Exchange
10 68 (1.43%) IIS
11 61 (1.28%) WebSphere
12 58 (1.22%) WebLogic
13 49 (1.03%) SAS
14 47 (0.99%) Confluence
15 39 (0.82%) nginx
16 33 (0.69%) Ethereum
17 30 (0.63%) Drupal
17 30 (0.63%) JBoss
18 21 (0.44%) Umbraco
Applications
1 141 (2.96%) Microsoft Excel
2 121 (2.54%) Photoshop
3 117 (2.46%) Microsoft Office
4 65 (1.37%) Adobe Illustrator
5 34 (0.71%) Adobe Creative Suite
6 31 (0.65%) Microsoft PowerPoint
7 30 (0.63%) InDesign
8 20 (0.42%) InVision
9 19 (0.40%) SPSS
10 12 (0.25%) UXPin
11 11 (0.23%) Spreadsheet
12 9 (0.19%) OmniGraffle
13 8 (0.17%) Microsoft Project
13 8 (0.17%) Pixate
14 7 (0.15%) Adobe After Effects
14 7 (0.15%) Adobe Premiere
15 6 (0.13%) MS Visio
16 5 (0.11%) Chatbot
17 2 (0.042%) Maya
17 2 (0.042%) Stata
Business Applications
1 33 (0.69%) Magento
2 22 (0.46%) Ripple
3 15 (0.32%) Dynamics CRM
4 12 (0.25%) Abakus
5 8 (0.17%) Adobe Campaign
5 8 (0.17%) Dynamics AX
5 8 (0.17%) SAP Hybris
5 8 (0.17%) SAP S/4HANA
5 8 (0.17%) WebTrends
6 7 (0.15%) Salesforce.com CRM
7 6 (0.13%) Dynamics NAV
7 6 (0.13%) Oracle EBS R12
7 6 (0.13%) Oracle ERP
7 6 (0.13%) Oracle Procure-to-Pay
7 6 (0.13%) Payment Gateway
8 5 (0.11%) Sprinklr
9 4 (0.084%) Eloqua
10 3 (0.063%) Sage 200
10 3 (0.063%) Shopify
10 3 (0.063%) Unit4 Business World
Cloud Services
1 2,032 (42.71%) Amazon AWS
2 1,609 (33.82%) Microsoft Azure
3 1,566 (32.91%) Google Cloud Platform
4 733 (15.41%) Google Analytics
5 248 (5.21%) Office 365
6 234 (4.92%) PaaS
7 205 (4.31%) IaaS
8 201 (4.22%) G Suite
9 194 (4.08%) SaaS
10 190 (3.99%) AdWords
11 161 (3.38%) Google Play
12 134 (2.82%) IBM Cloud
13 125 (2.63%) Serverless
14 120 (2.52%) GitHub
15 119 (2.50%) Cloud Computing
16 114 (2.40%) Adobe Analytics
17 112 (2.35%) AWS CloudFormation
18 77 (1.62%) Amazon S3
18 77 (1.62%) Google Tag Manager
19 72 (1.51%) Slack
Communications & Networking
1 178 (3.74%) Firewall
2 163 (3.43%) DNS
3 116 (2.44%) TCP/IP
4 114 (2.40%) VPN
5 112 (2.35%) Internet
6 109 (2.29%) HTTP
7 98 (2.06%) DHCP
8 80 (1.68%) WAN
9 71 (1.49%) SAN
10 62 (1.30%) Network Security
11 61 (1.28%) LAN
12 45 (0.95%) VLAN
13 44 (0.92%) VoIP
14 42 (0.88%) NAS
14 42 (0.88%) Wireless
15 38 (0.80%) MPLS
16 32 (0.67%) Cisco ASA
17 30 (0.63%) Wi-Fi
18 27 (0.57%) SMS
19 26 (0.55%) WLAN
Database & Business Intelligence
1 666 (14.00%) SQL Server
2 371 (7.80%) NoSQL
3 367 (7.71%) MySQL
4 333 (7.00%) Big Data
5 299 (6.28%) MongoDB
6 246 (5.17%) Hadoop
7 187 (3.93%) SQL Server 2016
8 164 (3.45%) PostgreSQL
9 161 (3.38%) Relational Database
10 154 (3.24%) Apache Cassandra
11 119 (2.50%) Redis
12 107 (2.25%) Data Warehouse
13 88 (1.85%) SQL Server Integration Services
14 78 (1.64%) SQL Server Reporting Services
15 75 (1.58%) Power BI
16 72 (1.51%) BigQuery
16 72 (1.51%) Blockchain
17 71 (1.49%) Apache Hive
18 67 (1.41%) Amazon Redshift
19 60 (1.26%) RDBMS
Development Applications
1 554 (11.64%) Git (software)
2 507 (10.66%) Jenkins
3 285 (5.99%) JIRA
4 219 (4.60%) Selenium
5 215 (4.52%) TeamCity
6 158 (3.32%) Atlassian Bamboo
7 132 (2.77%) Maven
8 117 (2.46%) Vagrant
9 114 (2.40%) Visual Studio
10 107 (2.25%) Cucumber
11 103 (2.16%) Subversion
11 103 (2.16%) Team Foundation Server
12 84 (1.77%) Octopus Deploy
13 73 (1.53%) SoapUI
14 70 (1.47%) Appium
15 66 (1.39%) Gradle
16 63 (1.32%) JMeter
17 62 (1.30%) Travis CI
18 54 (1.13%) gulp
19 51 (1.07%) webpack
General
1 751 (15.78%) Marketing
2 675 (14.19%) Finance
3 455 (9.56%) Retail
4 323 (6.79%) Games
5 121 (2.54%) Manufacturing
6 120 (2.52%) Advertising
7 110 (2.31%) Telecoms
8 104 (2.19%) Banking
9 66 (1.39%) Publishing
10 49 (1.03%) Electronics
11 46 (0.97%) Law
12 44 (0.92%) Automotive
13 35 (0.74%) Legal
14 34 (0.71%) German Language
15 32 (0.67%) Brand Awareness
16 28 (0.59%) Front Office
17 25 (0.53%) Local Government
18 22 (0.46%) Italian Language
19 20 (0.42%) Back Office
20 17 (0.36%) Pharmaceutical
Job Titles
1 1,588 (33.38%) Developer
2 492 (10.34%) Architect
3 407 (8.55%) .NET Developer
4 366 (7.69%) Analyst
5 355 (7.46%) DevOps Engineer
6 297 (6.24%) Senior Developer
7 275 (5.78%) Java Developer
8 243 (5.11%) Cloud Architect
9 214 (4.50%) Software Engineer
10 182 (3.83%) C# Developer
10 182 (3.83%) Solutions Architect
11 158 (3.32%) Consultant
12 155 (3.26%) Software Developer
13 154 (3.24%) Junior
14 149 (3.13%) Cloud Engineer
15 127 (2.67%) C# .NET Developer
16 124 (2.61%) Front End Developer (Client-Side Developer)
17 121 (2.54%) PHP Developer
18 119 (2.50%) Designer
19 118 (2.48%) Java Engineer
Libraries, Frameworks & Software Standards
1 889 (18.68%) HTML
2 852 (17.91%) .NET
3 749 (15.74%) CSS
4 521 (10.95%) AngularJS
4 521 (10.95%) Web Services
5 466 (9.79%) Node.js
6 462 (9.71%) ASP.NET
7 344 (7.23%) React
8 341 (7.17%) ASP.NET MVC
9 340 (7.15%) RESTful
10 306 (6.43%) ASP.NET Web API
11 301 (6.33%) HTML5
12 274 (5.76%) REST
13 246 (5.17%) jQuery
14 222 (4.67%) Spring
15 199 (4.18%) WCF
16 194 (4.08%) CSS3
17 183 (3.85%) XML
18 172 (3.61%) .NET Framework
19 159 (3.34%) Kafka
Miscellaneous
1 489 (10.28%) Analytical Skills
2 484 (10.17%) User Experience
3 417 (8.76%) Computer Science
4 282 (5.93%) Social Media
5 276 (5.80%) Mobile App
6 229 (4.81%) Self-Motivation
7 209 (4.39%) Public Cloud
8 190 (3.99%) Fintech
9 150 (3.15%) Enterprise Software
10 144 (3.03%) Greenfield Project
11 136 (2.86%) Data Centre
12 118 (2.48%) Algorithms
13 108 (2.27%) iPhone
14 91 (1.91%) Blog
15 87 (1.83%) Management Information System
16 81 (1.70%) BBC
17 73 (1.53%) Cloud Native
18 65 (1.37%) Private Cloud
19 53 (1.11%) Hybrid Cloud
20 51 (1.07%) Data Structures
Operating Systems
1 778 (16.35%) Linux
2 538 (11.31%) Windows
3 317 (6.66%) Android
4 172 (3.61%) Windows Server
5 169 (3.55%) Unix
6 142 (2.98%) Apple iOS
7 86 (1.81%) CentOS
8 78 (1.64%) Windows 7
9 77 (1.62%) Red Hat Enterprise Linux
10 73 (1.53%) Windows Server 2008
11 70 (1.47%) Ubuntu
12 60 (1.26%) Mac OS X
13 51 (1.07%) Windows Server 2012
14 38 (0.80%) Debian
15 37 (0.78%) Windows 10
16 36 (0.76%) Mac OS
17 35 (0.74%) CoreOS
18 16 (0.34%) AIX
19 15 (0.32%) Windows 8
20 14 (0.29%) HPUX
Processes & Methodologies
1 1,906 (40.06%) Agile Software Development
2 1,143 (24.02%) Analytics
3 1,092 (22.95%) DevOps
4 678 (14.25%) TDD
5 646 (13.58%) Continuous Integration
6 592 (12.44%) Software Engineering
7 581 (12.21%) MVC
8 523 (10.99%) Scrum
9 456 (9.58%) Microservices
10 446 (9.37%) Problem-Solving
11 393 (8.26%) Test Automation
12 386 (8.11%) E-Commerce
13 378 (7.94%) BDD
14 364 (7.65%) Open Source
15 337 (7.08%) SEO
16 327 (6.87%) Configuration Management
17 324 (6.81%) Digital Marketing
18 320 (6.73%) OO
19 313 (6.58%) Web Development
20 282 (5.93%) Continuous Delivery
Programming Languages
1 1,148 (24.13%) Python
2 1,037 (21.79%) Java
3 990 (20.81%) JavaScript
4 881 (18.52%) SQL
5 843 (17.72%) C#
6 437 (9.18%) Ruby
7 376 (7.90%) PHP
8 289 (6.07%) Bash Shell
9 279 (5.86%) Go
10 213 (4.48%) PowerShell
11 199 (4.18%) Scala
12 184 (3.87%) C++
13 120 (2.52%) C
14 117 (2.46%) Java 8
15 116 (2.44%) T-SQL
16 104 (2.19%) Perl
17 84 (1.77%) TypeScript
18 82 (1.72%) Kotlin
18 82 (1.72%) R
19 74 (1.56%) F#
Qualifications
1 617 (12.97%) Degree
2 163 (3.43%) Computer Science Degree
3 80 (1.68%) Master's Degree
4 75 (1.58%) PhD
5 69 (1.45%) Microsoft Certification
6 65 (1.37%) Cisco Certification
7 60 (1.26%) Security Cleared
8 45 (0.95%) CCIE
9 43 (0.90%) AWS Certification
10 36 (0.76%) CCNA
11 35 (0.74%) ISTQB
11 35 (0.74%) VMware Certified Professional (VCP)
12 33 (0.69%) ISEB
12 33 (0.69%) MCSE
13 31 (0.65%) CCNP
13 31 (0.65%) Numerate Degree
14 27 (0.57%) PMI Certification
15 23 (0.48%) SC Cleared
16 21 (0.44%) MCSA
17 20 (0.42%) EMC Certification
Quality Assurance & Compliance
1 255 (5.36%) GCP
2 221 (4.64%) QA
3 76 (1.60%) SLA
4 33 (0.69%) GDPR
5 23 (0.48%) ISO/IEC 27001
6 18 (0.38%) Data Quality
7 17 (0.36%) PCI DSS
8 14 (0.29%) PMO
9 10 (0.21%) COBIT
10 7 (0.15%) Actionable Recommendations
11 5 (0.11%) Cyber Essentials
12 4 (0.084%) MiFID
13 3 (0.063%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 2 (0.042%) Sarbanes-Oxley
14 2 (0.042%) Solvency II
14 2 (0.042%) WCAG
15 1 (0.021%) GMP
15 1 (0.021%) GxP
15 1 (0.021%) ISO 9001
15 1 (0.021%) Section 508
System Software
1 815 (17.13%) Docker
2 290 (6.09%) Active Directory
3 156 (3.28%) VMware Infrastructure
4 80 (1.68%) Hyper-V
5 51 (1.07%) VirtualBox
6 34 (0.71%) Virtual Machines
6 34 (0.71%) XenApp
7 28 (0.59%) vSphere
8 27 (0.57%) Xen
9 24 (0.50%) HDFS
9 24 (0.50%) XenDesktop
10 21 (0.44%) Microsoft App-V
11 20 (0.42%) XenServer
12 14 (0.29%) Virtual Desktop
13 13 (0.27%) KVM
13 13 (0.27%) Terminal Services
14 12 (0.25%) iptables
14 12 (0.25%) LXC
15 10 (0.21%) Apache Flume
15 10 (0.21%) VMware ESXi
Systems Management
1 597 (12.55%) Kubernetes
2 464 (9.75%) Ansible
3 455 (9.56%) Puppet
4 402 (8.45%) Opscode Chef
5 372 (7.82%) Terraform
6 132 (2.77%) Kibana
7 88 (1.85%) Nagios
8 87 (1.83%) Salt
9 75 (1.58%) Prometheus
9 75 (1.58%) SCCM
10 58 (1.22%) Packer
11 55 (1.16%) Docker Swarm
12 50 (1.05%) ZABBIX
13 46 (0.97%) Graphite
14 40 (0.84%) Backup Exec
15 33 (0.69%) Rancher
16 30 (0.63%) AirWatch
16 30 (0.63%) Grafana
17 25 (0.53%) Consul
17 25 (0.53%) HP Quality Center
Vendors
1 776 (16.31%) Microsoft
2 468 (9.84%) Twitter
3 272 (5.72%) Adobe
4 265 (5.57%) VMware
5 247 (5.19%) Facebook
6 207 (4.35%) Apple
7 188 (3.95%) Cisco
7 188 (3.95%) IBM
8 183 (3.85%) Oracle
9 150 (3.15%) Tableau
10 146 (3.07%) SAP
11 139 (2.92%) Red Hat
12 124 (2.61%) HP
13 112 (2.35%) Salesforce.com
14 96 (2.02%) Splunk
15 79 (1.66%) Citrix
16 75 (1.58%) Sony
17 71 (1.49%) Rackspace
18 69 (1.45%) Talend
18 69 (1.45%) Yahoo!