Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for GCP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GCP over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 681 776 916
Rank change year-on-year +95 +140 +13
Permanent jobs citing GCP 164 67 9
As % of all permanent IT jobs advertised in London 0.22% 0.090% 0.010%
As % of the Quality Assurance & Compliance category 1.60% 0.68% 0.079%
Number of salaries quoted 139 66 7
London median annual salary £72,500 £50,000 £60,000
Median salary % change year-on-year +45.00% -16.67% +76.47%
10th Percentile £47,250 £41,250 £35,700
90th Percentile £106,000 £67,500 £62,500
England median annual salary £65,000 £50,000 £56,000
% change year-on-year +30.00% -10.71% +64.71%

GCP is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
London
Permanent vacancies with a requirement for quality assurance or compliance skills 10273 9861 11397
As % of all permanent IT jobs advertised in London 13.67% 13.18% 12.79%
Number of salaries quoted 7402 8140 9249
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £35,000 £32,500 £32,500
90th Percentile £86,250 £86,250 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

GCP
Job Vacancy Trend in London

Job postings citing GCP as a percentage of all IT jobs advertised in London.

Job vacancy trend for GCP in London

GCP
Salary Trend in London

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

Salary trend for GCP in London

GCP
Salary Histogram in London

The salary distribution of IT jobs citing GCP in London over the 6 months to 20 November 2017.

Salary histogram for GCP in London

GCP
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GCP within the London region over the 6 months to 20 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
Central London +2 25 £75,000 +30.43% 3
West London - 4 £80,000 - 1
East London - 2 £78,750 -
GCP
England

For the 6 months to 20 November 2017, IT jobs citing GCP 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 London region with a requirement for GCP.

1 164 (100.00%) Google Cloud Platform
2 130 (79.27%) Amazon AWS
3 86 (52.44%) Python
4 83 (50.61%) Agile Software Development
4 83 (50.61%) DevOps
5 78 (47.56%) Microsoft Azure
6 77 (46.95%) Docker
7 68 (41.46%) Kubernetes
8 59 (35.98%) Java
9 54 (32.93%) Linux
10 53 (32.32%) Google
11 48 (29.27%) Puppet
11 48 (29.27%) Ansible
12 47 (28.66%) Ruby
13 45 (27.44%) Big Data
14 44 (26.83%) Jenkins
15 43 (26.22%) Opscode Chef
16 42 (25.61%) Software Engineering
17 41 (25.00%) SQL
18 40 (24.39%) Continuous Integration
19 37 (22.56%) NoSQL
20 36 (21.95%) Microservices
21 34 (20.73%) Bash Shell
22 32 (19.51%) Business Intelligence
23 31 (18.90%) Windows
23 31 (18.90%) Analytics
24 30 (18.29%) MongoDB
25 29 (17.68%) Scala
26 28 (17.07%) Git (software)
26 28 (17.07%) Configuration Management

GCP
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 24 (14.63%) Elasticsearch
2 22 (13.41%) Apache
3 20 (12.20%) IIS
4 19 (11.59%) OpenStack
5 15 (9.15%) Cloud Foundry
5 15 (9.15%) CloudStack
6 14 (8.54%) nginx
7 7 (4.27%) Apache Spark
7 7 (4.27%) CMS
8 6 (3.66%) EPiServer
8 6 (3.66%) Sitecore CMS
9 3 (1.83%) Confluence
10 2 (1.22%) Apache Solr
11 1 (0.61%) Apache Airflow
11 1 (0.61%) Apache Pig
11 1 (0.61%) Exchange Server 2007
11 1 (0.61%) Exchange Server 2010
11 1 (0.61%) Exchange Server 2013
11 1 (0.61%) MS Exchange
11 1 (0.61%) SAS
Cloud Services
1 164 (100.00%) Google Cloud Platform
2 130 (79.27%) Amazon AWS
3 78 (47.56%) Microsoft Azure
4 16 (9.76%) PaaS
5 15 (9.15%) IaaS
6 13 (7.93%) SaaS
7 10 (6.10%) GitHub
8 7 (4.27%) AWS CloudFormation
9 6 (3.66%) Amazon CloudWatch
9 6 (3.66%) IBM Cloud
10 2 (1.22%) Amazon EMR
10 2 (1.22%) Bluemix
10 2 (1.22%) Serverless
10 2 (1.22%) Trello
11 1 (0.61%) Cloud Computing
11 1 (0.61%) CloudBees
11 1 (0.61%) Cortana Intelligence Suite
Communications & Networking
1 20 (12.20%) TCP/IP
2 15 (9.15%) Firewall
3 13 (7.93%) VLAN
4 7 (4.27%) DNS
5 2 (1.22%) HTTP
5 2 (1.22%) Network Security
6 1 (0.61%) BGP
6 1 (0.61%) DHCP
6 1 (0.61%) Kerberos
6 1 (0.61%) OSPF
6 1 (0.61%) SSL
Database & Business Intelligence
1 45 (27.44%) Big Data
2 37 (22.56%) NoSQL
3 30 (18.29%) MongoDB
4 25 (15.24%) Hadoop
4 25 (15.24%) MySQL
5 24 (14.63%) PostgreSQL
6 21 (12.80%) Apache Cassandra
7 16 (9.76%) MariaDB
8 15 (9.15%) Data Warehouse
8 15 (9.15%) Redis
9 12 (7.32%) Relational Database
10 9 (5.49%) BigQuery
10 9 (5.49%) Bigtable
11 8 (4.88%) SQL Server
12 6 (3.66%) Blockchain
13 5 (3.05%) Flink
14 3 (1.83%) Apache Hive
14 3 (1.83%) HBase
15 2 (1.22%) CouchDB
15 2 (1.22%) QlikView
Development Applications
1 44 (26.83%) Jenkins
2 28 (17.07%) Git (software)
3 19 (11.59%) Atlassian Bamboo
4 16 (9.76%) Talend Open Studio
5 9 (5.49%) TeamCity
6 7 (4.27%) Octopus Deploy
6 7 (4.27%) Vagrant
7 6 (3.66%) Psake
7 6 (3.66%) Team Foundation Server
7 6 (3.66%) Visual Studio Team System
8 3 (1.83%) JIRA
8 3 (1.83%) Selenium
8 3 (1.83%) Subversion
9 2 (1.22%) Xcode
10 1 (0.61%) GitLab
10 1 (0.61%) gulp
10 1 (0.61%) PHPUnit
10 1 (0.61%) SonarQube
10 1 (0.61%) webpack
General
1 21 (12.80%) Finance
2 11 (6.71%) Publishing
3 8 (4.88%) Marketing
4 6 (3.66%) Games
5 3 (1.83%) Law
6 2 (1.22%) Advertising
6 2 (1.22%) Financial Institution
7 1 (0.61%) Electronics
7 1 (0.61%) Legal
7 1 (0.61%) Manufacturing
7 1 (0.61%) Retail
7 1 (0.61%) Telecoms
Job Titles
1 51 (31.10%) Architect
2 43 (26.22%) DevOps Engineer
3 32 (19.51%) Developer
4 21 (12.80%) Senior Architect
5 20 (12.20%) Data Architect
6 16 (9.76%) Cloud Architect
6 16 (9.76%) Senior Data Architect
7 15 (9.15%) Consultant
8 13 (7.93%) Solutions Architect
9 11 (6.71%) Cloud Engineer
10 9 (5.49%) DevOps Consultant
10 9 (5.49%) Node.js Developer
11 8 (4.88%) Head of Development
12 7 (4.27%) AWS Architect
13 6 (3.66%) AWS Consultant
13 6 (3.66%) Front End Developer (Client-Side Developer)
13 6 (3.66%) Java Developer
13 6 (3.66%) JavaScript Developer
13 6 (3.66%) Lead DevOps
13 6 (3.66%) Technology Architect
Libraries, Frameworks & Software Standards
1 23 (14.02%) Node.js
2 18 (10.98%) Web Services
3 17 (10.37%) React
4 16 (9.76%) LAMP
4 16 (9.76%) LAPP Stack
4 16 (9.76%) LEMP Stack
5 13 (7.93%) Ruby on Rails
6 11 (6.71%) Spring
7 9 (5.49%) Hibernate
8 8 (4.88%) AngularJS
8 8 (4.88%) CSS
8 8 (4.88%) HTML
9 7 (4.27%) .NET
9 7 (4.27%) RESTful
9 7 (4.27%) Sensu
10 6 (3.66%) ASP.NET
10 6 (3.66%) ASP.NET Core
10 6 (3.66%) CSS3
10 6 (3.66%) Elastic Stack
10 6 (3.66%) HTML5
Miscellaneous
1 22 (13.41%) Computer Science
2 15 (9.15%) Data Centre
3 14 (8.54%) Fintech
3 14 (8.54%) Private Cloud
4 10 (6.10%) Greenfield Project
5 9 (5.49%) HoloLens
5 9 (5.49%) HTC Vive
5 9 (5.49%) Oculus Rift
6 8 (4.88%) User Experience
7 7 (4.27%) Analytical Skills
7 7 (4.27%) Public Cloud
8 6 (3.66%) Cloud Native
8 6 (3.66%) Enterprise Software
9 5 (3.05%) Blog
9 5 (3.05%) Linux Command Line
10 4 (2.44%) PKI
10 4 (2.44%) Reference Data
10 4 (2.44%) Social Media
10 4 (2.44%) Video\Live Streaming
10 4 (2.44%) Virtual Team
Operating Systems
1 54 (32.93%) Linux
2 31 (18.90%) Windows
3 23 (14.02%) Unix
4 9 (5.49%) Windows Server
5 7 (4.27%) Ubuntu
6 5 (3.05%) Mac OS X
7 4 (2.44%) CentOS
8 1 (0.61%) DC/OS
8 1 (0.61%) Windows Server 2008
8 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 83 (50.61%) Agile Software Development
1 83 (50.61%) DevOps
2 42 (25.61%) Software Engineering
3 40 (24.39%) Continuous Integration
4 36 (21.95%) Microservices
5 32 (19.51%) Business Intelligence
6 31 (18.90%) Analytics
7 28 (17.07%) Configuration Management
8 27 (16.46%) TDD
9 25 (15.24%) SDLC
10 19 (11.59%) BDD
11 18 (10.98%) Data Modelling
11 18 (10.98%) ETL
12 17 (10.37%) Data Architecture
12 17 (10.37%) Mathematics
13 16 (9.76%) Data Visualisation
13 16 (9.76%) Visualisation
14 14 (8.54%) Data Strategy
14 14 (8.54%) Predictive Analytics
15 12 (7.32%) Data Engineering
Programming Languages
1 86 (52.44%) Python
2 59 (35.98%) Java
3 47 (28.66%) Ruby
4 41 (25.00%) SQL
5 34 (20.73%) Bash Shell
6 29 (17.68%) Scala
7 26 (15.85%) Go
8 25 (15.24%) JavaScript
9 11 (6.71%) PowerShell
10 8 (4.88%) Perl
11 5 (3.05%) C
11 5 (3.05%) C++
11 5 (3.05%) PHP
12 2 (1.22%) Apple Swift
12 2 (1.22%) C#
12 2 (1.22%) Groovy
12 2 (1.22%) Kotlin
12 2 (1.22%) R
13 1 (0.61%) ES6
13 1 (0.61%) PHP 7
Qualifications
1 13 (7.93%) Degree
2 6 (3.66%) AWS Certification
3 4 (2.44%) CISSP
3 4 (2.44%) Computer Science Degree
4 2 (1.22%) CISM
5 1 (0.61%) CCNA
5 1 (0.61%) CCNP
5 1 (0.61%) Cisco Certification
Quality Assurance & Compliance
1 12 (7.32%) GDPR
2 7 (4.27%) QA
3 6 (3.66%) Data Quality
4 4 (2.44%) COBIT
4 4 (2.44%) ISO/IEC 27001
System Software
1 77 (46.95%) Docker
2 14 (8.54%) Varnish
3 11 (6.71%) Active Directory
4 4 (2.44%) VMware Infrastructure
5 2 (1.22%) KVM
5 2 (1.22%) OpenAM
6 1 (0.61%) Apache Flume
6 1 (0.61%) Apache ZooKeeper
6 1 (0.61%) HDFS
6 1 (0.61%) Virtual Desktop
6 1 (0.61%) XenDesktop
6 1 (0.61%) XenServer
Systems Management
1 68 (41.46%) Kubernetes
2 48 (29.27%) Ansible
2 48 (29.27%) Puppet
3 43 (26.22%) Opscode Chef
4 14 (8.54%) HAProxy
5 7 (4.27%) Graphite
5 7 (4.27%) Graylog
5 7 (4.27%) logstash
5 7 (4.27%) SCOM
5 7 (4.27%) ZABBIX
6 6 (3.66%) Terraform
7 5 (3.05%) Marathon
8 4 (2.44%) Salt
9 3 (1.83%) Docker Swarm
10 2 (1.22%) Grafana
10 2 (1.22%) linkerd
10 2 (1.22%) Prometheus
11 1 (0.61%) Ambari
11 1 (0.61%) Consul
11 1 (0.61%) Oozie
Vendors
1 53 (32.32%) Google
2 19 (11.59%) SaltStack
3 16 (9.76%) Talend
4 10 (6.10%) Adobe
5 8 (4.88%) VMware
6 7 (4.27%) Atlassian
7 6 (3.66%) Sitecore
8 5 (3.05%) Microsoft
9 4 (2.44%) HP
9 4 (2.44%) IBM
9 4 (2.44%) Red Hat
9 4 (2.44%) XebiaLabs
10 3 (1.83%) Cloudera
10 3 (1.83%) Hortonworks
10 3 (1.83%) MapR
10 3 (1.83%) Oracle
11 2 (1.22%) Informatica
11 2 (1.22%) SAP
11 2 (1.22%) Tableau
11 2 (1.22%) Teradata