Period
to 13 July 2020

The following table provides summary statistics for permanent job vacancies with a requirement for Graphite skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Graphite over the 6 months to 13 July 2020 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
13 Jul 2020
Same period 2019 Same period 2018
Rank 756 995 1037
Rank change year-on-year +239 +42 +7
Permanent jobs citing Graphite 60 129 178
As % of all permanent jobs advertised in the UK 0.079% 0.088% 0.100%
As % of the Systems Management category 0.55% 0.69% 0.98%
Number of salaries quoted 16 92 120
Median annual salary £55,000 £60,000 £50,000
Median salary % change year-on-year -8.33% +20.00% -4.76%
10th Percentile £36,250 £37,500 £33,625
90th Percentile £95,000 £80,000 £77,750
UK excluding London median annual salary £55,000 £60,000 £45,000
% change year-on-year -8.33% +33.33% -

Graphite is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 10,938 18,719 18,147
As % of all permanent IT jobs advertised in the UK 14.37% 12.71% 10.17%
Number of salaries quoted 8,734 14,287 14,295
Median annual salary £62,500 £57,500 £55,000
Median salary % change year-on-year +8.70% +4.55% +4.76%
10th Percentile £35,000 £32,500 £31,250
90th Percentile £95,000 £90,000 £85,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Graphite
Job Vacancy Trend

Job postings citing Graphite as a proportion of all IT jobs advertised.

Job vacancy trend for Graphite in the UK

Graphite
Salary Trend

3-month moving average salary quoted in jobs citing Graphite.

Salary trend for Graphite in the UK

Graphite
Salary Histogram

Salary distribution for jobs citing Graphite over the 6 months to 13 July 2020.

Salary histogram for Graphite in the UK

Graphite
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the UK over the 6 months to 13 July 2020. 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
England +217 58 £55,000 -8.33% 2
London +147 33 £80,000 +25.49% 1
UK excluding London +207 27 £55,000 -8.33% 1
North of England +141 12 £55,000 -8.33%
North West +112 10 - -
Midlands +117 9 £60,000 +4.35% 1
West Midlands +95 9 £60,000 +4.35% 1
East of England +98 4 £37,500 -37.50%
Yorkshire +109 2 £55,000 -4.35%
Scotland +80 2 - -
Work from Home +60 1 £47,000 -24.80%

For the 6 months to 13 July 2020, IT jobs citing Graphite 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 with a requirement for Graphite.

1 59 (98.33%) Python
2 57 (95.00%) AWS
3 55 (91.67%) Grafana
4 52 (86.67%) Terraform
5 50 (83.33%) Puppet
5 50 (83.33%) Jenkins
6 48 (80.00%) Ruby
6 48 (80.00%) Atlassian Bamboo
6 48 (80.00%) Agile Software Development
7 47 (78.33%) Linux
7 47 (78.33%) DevOps
8 46 (76.67%) Continuous Integration
9 45 (75.00%) Load Balancing
10 43 (71.67%) Git (software)
10 43 (71.67%) Prometheus
11 42 (70.00%) Elastic Stack
12 38 (63.33%) IT Strategy
12 38 (63.33%) User-Centered Design (UCD)
12 38 (63.33%) Open Source
12 38 (63.33%) Red Hat Enterprise Linux
12 38 (63.33%) GitHub
12 38 (63.33%) Microservices
12 38 (63.33%) GitLab
13 37 (61.67%) Ansible
14 36 (60.00%) CentOS
15 35 (58.33%) Docker
16 34 (56.67%) Azure
16 34 (56.67%) Configuration Management
17 31 (51.67%) SQL
18 29 (48.33%) Kubernetes

Graphite
Co-occurring IT Skills 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 3 (5.00%) Elasticsearch
2 2 (3.33%) Apache Spark
2 2 (3.33%) Apache TomEE
2 2 (3.33%) JBoss
2 2 (3.33%) WebSphere
Business Applications
1 2 (3.33%) R3 Corda
Cloud Services
1 57 (95.00%) AWS
2 38 (63.33%) GitHub
3 34 (56.67%) Azure
4 26 (43.33%) GCP
5 20 (33.33%) Cloud Computing
6 7 (11.67%) IaaS
6 7 (11.67%) PaaS
6 7 (11.67%) SaaS
7 3 (5.00%) Datadog
8 2 (3.33%) Amazon EC2
8 2 (3.33%) Amazon S3
8 2 (3.33%) AWS Lambda
8 2 (3.33%) Serverless
9 1 (1.67%) Amazon CloudWatch
9 1 (1.67%) Amazon Kinesis
9 1 (1.67%) Amazon SQS
9 1 (1.67%) AWS CloudFormation
9 1 (1.67%) AWS CloudTrail
9 1 (1.67%) Fastly
9 1 (1.67%) Heroku
Communications & Networking
1 9 (15.00%) Firewall
1 9 (15.00%) VPN
Database & Business Intelligence
1 28 (46.67%) NoSQL
2 4 (6.67%) MySQL
3 3 (5.00%) Blockchain
4 2 (3.33%) Apache Hive
4 2 (3.33%) Big Data
4 2 (3.33%) Hadoop
4 2 (3.33%) HBase
4 2 (3.33%) SQL Server
4 2 (3.33%) Sqoop
5 1 (1.67%) Amazon DynamoDB
5 1 (1.67%) Neo4j
5 1 (1.67%) Redis
Development Applications
1 50 (83.33%) Jenkins
2 48 (80.00%) Atlassian Bamboo
3 43 (71.67%) Git (software)
4 38 (63.33%) GitLab
5 11 (18.33%) Hudson
6 9 (15.00%) Vagrant
7 3 (5.00%) CircleCI
8 2 (3.33%) Ant
8 2 (3.33%) Cucumber
8 2 (3.33%) DbUnit
8 2 (3.33%) FishEye
8 2 (3.33%) FitNesse
8 2 (3.33%) Gradle
8 2 (3.33%) JBehave
8 2 (3.33%) JIRA
8 2 (3.33%) JUnit
8 2 (3.33%) Mockito
8 2 (3.33%) Selenium
8 2 (3.33%) SonarQube
8 2 (3.33%) WebDriver
General
1 20 (33.33%) Public Sector
2 2 (3.33%) Finance
Job Titles
1 46 (76.67%) DevOps Engineer
2 28 (46.67%) Platform Engineer
3 12 (20.00%) AWS Engineer
4 7 (11.67%) AWS DevOps
4 7 (11.67%) AWS DevOps Engineer
4 7 (11.67%) Kubernetes Engineer
5 6 (10.00%) Senior Platform Engineer
6 4 (6.67%) IT Engineer
6 4 (6.67%) Linux Engineer
6 4 (6.67%) Operations Engineer
7 3 (5.00%) Infrastructure Engineer
8 2 (3.33%) AWS Infrastructure Engineer
8 2 (3.33%) Data Engineer
8 2 (3.33%) DevOps Manager
8 2 (3.33%) PowerShell Engineer
8 2 (3.33%) Release Manager
9 1 (1.67%) Azure DevOps Engineer
9 1 (1.67%) Infrastructure Support
9 1 (1.67%) Linux/Unix DevOps
9 1 (1.67%) Python Engineer
Libraries, Frameworks & Software Standards
1 42 (70.00%) Elastic Stack
2 2 (3.33%) Kafka
2 2 (3.33%) Web Services
3 1 (1.67%) GraphQL
3 1 (1.67%) Handlebars
3 1 (1.67%) Node.js
3 1 (1.67%) Preactjs
3 1 (1.67%) RESTful
3 1 (1.67%) Sass
3 1 (1.67%) VCL
Miscellaneous
1 18 (30.00%) Public Cloud
2 9 (15.00%) Distributed Denial-of-Service
3 2 (3.33%) NHS
3 2 (3.33%) Self-Motivation
4 1 (1.67%) Analytical Skills
4 1 (1.67%) Cloud Native
Operating Systems
1 47 (78.33%) Linux
2 38 (63.33%) Red Hat Enterprise Linux
3 36 (60.00%) CentOS
4 6 (10.00%) Windows
5 4 (6.67%) Mac OS
6 2 (3.33%) Unix
6 2 (3.33%) Windows Server
7 1 (1.67%) Android
7 1 (1.67%) Apple iOS
Processes & Methodologies
1 48 (80.00%) Agile Software Development
2 47 (78.33%) DevOps
3 46 (76.67%) Continuous Integration
4 45 (75.00%) Load Balancing
5 38 (63.33%) IT Strategy
5 38 (63.33%) Microservices
5 38 (63.33%) Open Source
5 38 (63.33%) User-Centered Design (UCD)
6 34 (56.67%) Configuration Management
7 27 (45.00%) High Availability
8 21 (35.00%) Continuous Delivery
9 20 (33.33%) E-Procurement
9 20 (33.33%) Infrastructure Automation
10 14 (23.33%) Software Engineering
11 10 (16.67%) Deployment Automation
12 9 (15.00%) SIEM
13 6 (10.00%) Software Architecture
14 5 (8.33%) Problem-Solving
15 4 (6.67%) Infrastructure as Code
16 3 (5.00%) Infrastructure Engineering
Programming Languages
1 59 (98.33%) Python
2 48 (80.00%) Ruby
3 31 (51.67%) SQL
4 27 (45.00%) Go
5 18 (30.00%) Java
6 7 (11.67%) Bash Shell
7 4 (6.67%) PowerShell
8 1 (1.67%) Apple Swift
8 1 (1.67%) JavaScript
8 1 (1.67%) Kotlin
Qualifications
1 18 (30.00%) AWS Certification
Quality Assurance & Compliance
1 4 (6.67%) ISO/IEC 27001
System Software
1 35 (58.33%) Docker
2 2 (3.33%) Active Directory
2 2 (3.33%) HDFS
Systems Management
1 55 (91.67%) Grafana
2 52 (86.67%) Terraform
3 50 (83.33%) Puppet
4 43 (71.67%) Prometheus
5 37 (61.67%) Ansible
6 29 (48.33%) Kubernetes
6 29 (48.33%) Packer
7 27 (45.00%) Consul
8 23 (38.33%) Docker Swarm
9 12 (20.00%) Opscode Chef
10 11 (18.33%) Nagios
10 11 (18.33%) Opsview
11 9 (15.00%) Salt
11 9 (15.00%) ZABBIX
12 4 (6.67%) Graylog
13 2 (3.33%) Hadoop YARN
Vendors
1 8 (13.33%) Google
2 6 (10.00%) New Relic
3 3 (5.00%) Splunk
4 2 (3.33%) Atlassian
4 2 (3.33%) Oracle