Period
to 19 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
North West > Manchester
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 209 270 -
Rank change year-on-year +61 - -
Permanent jobs citing GCP 68 30 0
As % of all permanent IT jobs advertised in Manchester 0.93% 0.37% -
As % of the Quality Assurance & Compliance category 7.05% 2.97% -
Number of salaries quoted 61 20 0
Manchester median annual salary £47,500 £52,500 -
Median salary % change year-on-year -9.52% - -
North West median annual salary £47,500 £52,500 -
% change year-on-year -9.52% - -

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 Manchester with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Manchester
Permanent vacancies with a requirement for quality assurance or compliance skills 964 1,009 883
As % of all permanent IT jobs advertised in Manchester 13.25% 12.33% 12.49%
Number of salaries quoted 784 760 718
Manchester median annual salary £42,500 £37,500 £42,500
Median salary % change year-on-year +13.33% -11.76% +6.25%
10th Percentile £24,325 £22,500 £26,250
90th Percentile £63,750 £62,500 £63,750
North West median annual salary £43,750 £37,500 £40,000
% change year-on-year +16.67% -6.25% -

GCP
Job Vacancy Trend in Manchester

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

Job vacancy trend for GCP in Manchester

GCP
Salary Trend in Manchester

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

Salary trend for GCP in Manchester

GCP
Salary Histogram in Manchester

The salary distribution of IT jobs citing GCP in Manchester over the 6 months to 19 August 2018.

Salary histogram for GCP in Manchester

For the 6 months to 19 August 2018, IT jobs citing GCP 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 Manchester region with a requirement for GCP.

1 67 (98.53%) Google Cloud Platform
2 57 (83.82%) Amazon AWS
3 55 (80.88%) Microsoft Azure
4 54 (79.41%) DevOps
5 47 (69.12%) Python
6 46 (67.65%) Docker
7 45 (66.18%) Kubernetes
8 40 (58.82%) Linux
8 40 (58.82%) Continuous Integration
9 38 (55.88%) Ansible
10 32 (47.06%) Puppet
11 31 (45.59%) Configuration Management
11 31 (45.59%) Opscode Chef
12 29 (42.65%) Agile Software Development
13 25 (36.76%) Jenkins
13 25 (36.76%) Terraform
14 23 (33.82%) Software Engineering
15 21 (30.88%) Go
16 19 (27.94%) Google
17 18 (26.47%) Open Source
18 16 (23.53%) Ruby
18 16 (23.53%) Windows
19 15 (22.06%) Finance
20 14 (20.59%) Java
20 14 (20.59%) Perl
20 14 (20.59%) Git (software)
20 14 (20.59%) AWS CloudFormation
21 13 (19.12%) OpenShift
21 13 (19.12%) Machine Learning
21 13 (19.12%) Business Intelligence

GCP
Co-occurring IT Skills in Manchester 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 9 (13.24%) Apache Spark
2 7 (10.29%) Cloud Foundry
2 7 (10.29%) OpenStack
3 2 (2.94%) Apache
4 1 (1.47%) Apache Pig
4 1 (1.47%) Elasticsearch
4 1 (1.47%) Jupyter
Cloud Services
1 67 (98.53%) Google Cloud Platform
2 57 (83.82%) Amazon AWS
3 55 (80.88%) Microsoft Azure
4 14 (20.59%) AWS CloudFormation
5 13 (19.12%) OpenShift
6 7 (10.29%) IaaS
7 6 (8.82%) Cloud Computing
8 5 (7.35%) SaaS
9 3 (4.41%) IBM Cloud
10 1 (1.47%) Amazon EC2
10 1 (1.47%) Amazon SQS
10 1 (1.47%) AWS Lambda
10 1 (1.47%) Google Analytics
10 1 (1.47%) Serverless
Communications & Networking
1 5 (7.35%) TCP/IP
2 1 (1.47%) Internet
Database & Business Intelligence
1 10 (14.71%) Big Data
1 10 (14.71%) Hadoop
2 9 (13.24%) PostgreSQL
3 8 (11.76%) MySQL
4 3 (4.41%) SQL Server
5 2 (2.94%) MongoDB
5 2 (2.94%) NoSQL
6 1 (1.47%) Amazon DynamoDB
6 1 (1.47%) Amazon Redshift
6 1 (1.47%) Apache Cassandra
6 1 (1.47%) Apache Hive
6 1 (1.47%) BigQuery
6 1 (1.47%) CouchDB
6 1 (1.47%) HBase
Development Applications
1 25 (36.76%) Jenkins
2 14 (20.59%) Git (software)
3 6 (8.82%) Atlassian Bamboo
4 5 (7.35%) Vagrant
4 5 (7.35%) webpack
5 3 (4.41%) TeamCity
5 3 (4.41%) Travis CI
6 2 (2.94%) GitLab
7 1 (1.47%) CA Release Automation
7 1 (1.47%) Gradle
7 1 (1.47%) Maven
7 1 (1.47%) MSBuild
7 1 (1.47%) Team Foundation Server
General
1 15 (22.06%) Finance
2 12 (17.65%) Electronics
2 12 (17.65%) Manufacturing
2 12 (17.65%) Marketing
2 12 (17.65%) Telecoms
3 9 (13.24%) Law
4 5 (7.35%) Retail
5 1 (1.47%) Legal
Job Titles
1 22 (32.35%) DevOps Engineer
2 14 (20.59%) Senior DevOps
2 14 (20.59%) Senior DevOps Engineer
3 10 (14.71%) Cloud Engineer
4 6 (8.82%) Architect
4 6 (8.82%) Developer
5 5 (7.35%) Engineering Manager
5 5 (7.35%) Software Engineering Manager
5 5 (7.35%) Software Manager
5 5 (7.35%) Trainer
6 4 (5.88%) Data Engineer
7 3 (4.41%) Cloud Architect
7 3 (4.41%) Platform Engineer
7 3 (4.41%) Site Engineer
7 3 (4.41%) Site Reliability Engineer
7 3 (4.41%) Web Developer
8 2 (2.94%) Front End Developer (Client-Side Developer)
8 2 (2.94%) Java Architect
8 2 (2.94%) Senior Java Architect
8 2 (2.94%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (14.71%) Web Services
2 8 (11.76%) AngularJS
3 7 (10.29%) .NET
4 6 (8.82%) React
5 5 (7.35%) CSS
5 5 (7.35%) HTML
5 5 (7.35%) Symfony
5 5 (7.35%) Vue.js
6 3 (4.41%) Elastic Stack
6 3 (4.41%) Sensu
7 2 (2.94%) Kafka
7 2 (2.94%) MSMQ
7 2 (2.94%) RabbitMQ
8 1 (1.47%) D3.js
8 1 (1.47%) Dropwizard
8 1 (1.47%) JSON
8 1 (1.47%) Node.js
8 1 (1.47%) RESTful
8 1 (1.47%) Spring
8 1 (1.47%) Spring Boot
Miscellaneous
1 9 (13.24%) Analytical Skills
2 7 (10.29%) Cloud Native
2 7 (10.29%) Hybrid Cloud
3 6 (8.82%) Private Cloud
4 5 (7.35%) Management Information System
4 5 (7.35%) Public Cloud
4 5 (7.35%) Self-Motivation
5 4 (5.88%) Virtual Team
6 1 (1.47%) Cyber Defence
6 1 (1.47%) Data Centre
6 1 (1.47%) Greenfield Project
6 1 (1.47%) Internet of Things
6 1 (1.47%) Mobile App
Operating Systems
1 40 (58.82%) Linux
2 16 (23.53%) Windows
3 6 (8.82%) Android
3 6 (8.82%) Apple iOS
4 5 (7.35%) CentOS
4 5 (7.35%) Ubuntu
5 2 (2.94%) Unix
Processes & Methodologies
1 54 (79.41%) DevOps
2 40 (58.82%) Continuous Integration
3 31 (45.59%) Configuration Management
4 29 (42.65%) Agile Software Development
5 23 (33.82%) Software Engineering
6 18 (26.47%) Open Source
7 13 (19.12%) Business Intelligence
7 13 (19.12%) Machine Learning
8 12 (17.65%) Digital Marketing
8 12 (17.65%) Microservices
8 12 (17.65%) Programme Management
9 11 (16.18%) Product Management
10 10 (14.71%) Continuous Delivery
10 10 (14.71%) TDD
11 9 (13.24%) Test Automation
12 7 (10.29%) Anomaly Detection
12 7 (10.29%) Process Improvement
12 7 (10.29%) Scrum
13 6 (8.82%) Analytics
13 6 (8.82%) Android Development
Programming Languages
1 47 (69.12%) Python
2 21 (30.88%) Go
3 16 (23.53%) Ruby
4 14 (20.59%) Java
4 14 (20.59%) Perl
5 12 (17.65%) JavaScript
6 11 (16.18%) Bash Shell
7 8 (11.76%) C++
8 5 (7.35%) C#
8 5 (7.35%) ES6
8 5 (7.35%) PHP
9 3 (4.41%) Scala
9 3 (4.41%) SQL
10 2 (2.94%) Shell Script
11 1 (1.47%) Java 8
11 1 (1.47%) Objective-C
11 1 (1.47%) PowerShell
11 1 (1.47%) R
11 1 (1.47%) Rust
Qualifications
1 7 (10.29%) Degree
2 4 (5.88%) CISM
2 4 (5.88%) CISSP
2 4 (5.88%) CSSLP
2 4 (5.88%) SANS
3 2 (2.94%) AWS Certification
4 1 (1.47%) SAFe Agilist
Quality Assurance & Compliance
1 6 (8.82%) QA
2 4 (5.88%) HIPAA
System Software
1 46 (67.65%) Docker
2 1 (1.47%) HDFS
Systems Management
1 45 (66.18%) Kubernetes
2 38 (55.88%) Ansible
3 32 (47.06%) Puppet
4 31 (45.59%) Opscode Chef
5 25 (36.76%) Terraform
6 7 (10.29%) Packer
7 3 (4.41%) Graphite
7 3 (4.41%) Prometheus
8 2 (2.94%) Marathon
8 2 (2.94%) Mesos
8 2 (2.94%) rkt
Vendors
1 19 (27.94%) Google
2 12 (17.65%) SAP
3 9 (13.24%) Intapp
4 6 (8.82%) Microsoft
5 4 (5.88%) Veracode
6 1 (1.47%) Cloudera
6 1 (1.47%) Hortonworks
6 1 (1.47%) SolarWinds