Period
to 8 April 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 8 April 2020 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
8 Apr 2020
Same period 2019 Same period 2018
Rank 930 947 1068
Rank change year-on-year +17 +121 -107
Permanent jobs citing Graphite 57 163 146
As % of all permanent jobs advertised in the UK 0.049% 0.11% 0.082%
As % of the Systems Management category 0.38% 0.92% 0.84%
Number of salaries quoted 22 99 130
Median annual salary £60,000 £62,500 £55,000
Median salary % change year-on-year -4.00% +13.64% +10.00%
10th Percentile £36,250 £37,500 £33,750
90th Percentile £93,750 £80,000 £90,000
UK excluding London median annual salary £60,000 £50,000 £45,000
% change year-on-year +20.00% +11.11% -10.00%

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 15,154 17,717 17,384
As % of all permanent IT jobs advertised in the UK 13.09% 11.88% 9.75%
Number of salaries quoted 11,725 13,803 13,846
Median annual salary £60,000 £57,500 £54,250
Median salary % change year-on-year +4.35% +5.99% +3.33%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £95,000 £90,000 £83,750
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 8 April 2020.

Salary histogram for Graphite in the UK

Graphite
Top 12 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 8 April 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 +36 55 £60,000 -4.00% 16
London +27 31 £80,000 +18.52% 7
UK excluding London +76 23 £60,000 +20.00% 9
Midlands +59 12 £60,000 -2.04% 3
West Midlands +50 12 £60,000 -2.04% 3
East of England +62 4 £37,500 -
North of England +51 4 £55,000 -4.35% 3
Yorkshire +47 2 £55,000 -4.35%
Scotland +23 2 - -
North West +21 2 - - 3
South West +36 1 £37,500 -46.43% 2
Work from Home +15 1 £47,000 -24.80%

For the 6 months to 8 April 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 54 (94.74%) Grafana
2 53 (92.98%) Python
3 51 (89.47%) DevOps
4 50 (87.72%) Ansible
4 50 (87.72%) AWS
5 48 (84.21%) Docker
5 48 (84.21%) Azure
6 47 (82.46%) Linux
7 45 (78.95%) Terraform
8 44 (77.19%) Jenkins
8 44 (77.19%) Puppet
9 43 (75.44%) Elastic Stack
10 42 (73.68%) Packer
11 41 (71.93%) Kubernetes
11 41 (71.93%) Agile Software Development
11 41 (71.93%) Ruby
12 40 (70.18%) Atlassian Bamboo
13 39 (68.42%) Consul
14 38 (66.67%) Continuous Integration
15 37 (64.91%) Load Balancing
16 34 (59.65%) Microservices
16 34 (59.65%) Prometheus
16 34 (59.65%) Docker Swarm
17 33 (57.89%) GCP
17 33 (57.89%) Open Source
17 33 (57.89%) Git (software)
18 32 (56.14%) IT Strategy
18 32 (56.14%) User-Centered Design (UCD)
19 31 (54.39%) SQL
20 30 (52.63%) GitLab

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 4 (7.02%) Elasticsearch
2 3 (5.26%) Apache TomEE
2 3 (5.26%) JBoss
2 3 (5.26%) WebSphere
3 2 (3.51%) Apache Spark
4 1 (1.75%) nginx
Business Applications
1 5 (8.77%) R3 Corda
Cloud Services
1 50 (87.72%) AWS
2 48 (84.21%) Azure
3 33 (57.89%) GCP
4 29 (50.88%) GitHub
5 6 (10.53%) Datadog
6 5 (8.77%) IaaS
6 5 (8.77%) PaaS
6 5 (8.77%) SaaS
7 2 (3.51%) Cloud Computing
8 1 (1.75%) Amazon EC2
8 1 (1.75%) Amazon Kinesis
8 1 (1.75%) Amazon S3
8 1 (1.75%) AWS CloudFormation
8 1 (1.75%) AWS Lambda
8 1 (1.75%) Fastly
8 1 (1.75%) Heroku
8 1 (1.75%) Serverless
8 1 (1.75%) Slack
8 1 (1.75%) Trello
Communications & Networking
1 11 (19.30%) Firewall
2 10 (17.54%) VPN
Database & Business Intelligence
1 27 (47.37%) NoSQL
2 6 (10.53%) Blockchain
3 4 (7.02%) MySQL
4 3 (5.26%) SQL Server
5 2 (3.51%) Apache Hive
5 2 (3.51%) Big Data
5 2 (3.51%) Hadoop
5 2 (3.51%) HBase
5 2 (3.51%) Redis
5 2 (3.51%) Sqoop
6 1 (1.75%) Amazon DynamoDB
6 1 (1.75%) Neo4j
Development Applications
1 44 (77.19%) Jenkins
2 40 (70.18%) Atlassian Bamboo
3 33 (57.89%) Git (software)
4 30 (52.63%) GitLab
5 13 (22.81%) Hudson
6 12 (21.05%) Vagrant
7 5 (8.77%) JIRA
8 4 (7.02%) Ant
9 3 (5.26%) Cucumber
9 3 (5.26%) DbUnit
9 3 (5.26%) FishEye
9 3 (5.26%) FitNesse
9 3 (5.26%) Gradle
9 3 (5.26%) JBehave
9 3 (5.26%) JUnit
9 3 (5.26%) Maven
9 3 (5.26%) Mockito
9 3 (5.26%) Selenium
9 3 (5.26%) Subversion
9 3 (5.26%) WebDriver
General
1 5 (8.77%) Finance
1 5 (8.77%) Public Sector
2 1 (1.75%) Games
Job Titles
1 49 (85.96%) DevOps Engineer
2 20 (35.09%) AWS Engineer
3 17 (29.82%) Kubernetes Engineer
4 16 (28.07%) AWS DevOps
4 16 (28.07%) AWS DevOps Engineer
5 15 (26.32%) Platform Engineer
6 4 (7.02%) IT Engineer
6 4 (7.02%) Linux Engineer
6 4 (7.02%) Operations Engineer
7 3 (5.26%) DevOps Manager
7 3 (5.26%) PowerShell Engineer
7 3 (5.26%) Release Manager
8 2 (3.51%) Data Engineer
8 2 (3.51%) Infrastructure Engineer
9 1 (1.75%) AWS Infrastructure Engineer
9 1 (1.75%) Azure DevOps Engineer
9 1 (1.75%) Infrastructure Support
9 1 (1.75%) Python Engineer
9 1 (1.75%) Senior DevOps
9 1 (1.75%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 43 (75.44%) Elastic Stack
2 2 (3.51%) Kafka
2 2 (3.51%) Web Services
3 1 (1.75%) .NET
3 1 (1.75%) GraphQL
3 1 (1.75%) Handlebars
3 1 (1.75%) Node.js
3 1 (1.75%) Preactjs
3 1 (1.75%) RabbitMQ
3 1 (1.75%) RESTful
3 1 (1.75%) Sass
3 1 (1.75%) Sensu
3 1 (1.75%) VCL
Miscellaneous
1 28 (49.12%) Public Cloud
2 10 (17.54%) Distributed Denial-of-Service
3 2 (3.51%) NHS
4 1 (1.75%) Blog
4 1 (1.75%) Online Gambling
4 1 (1.75%) Self-Motivation
Operating Systems
1 47 (82.46%) Linux
2 29 (50.88%) Red Hat Enterprise Linux
3 28 (49.12%) CentOS
4 7 (12.28%) Windows
5 5 (8.77%) Unix
6 4 (7.02%) Mac OS
7 1 (1.75%) Android
7 1 (1.75%) Apple iOS
7 1 (1.75%) Windows Server
Processes & Methodologies
1 51 (89.47%) DevOps
2 41 (71.93%) Agile Software Development
3 38 (66.67%) Continuous Integration
4 37 (64.91%) Load Balancing
5 34 (59.65%) Microservices
6 33 (57.89%) Open Source
7 32 (56.14%) IT Strategy
7 32 (56.14%) User-Centered Design (UCD)
8 22 (38.60%) Configuration Management
9 10 (17.54%) High Availability
9 10 (17.54%) SIEM
9 10 (17.54%) Software Engineering
10 7 (12.28%) Deployment Automation
11 6 (10.53%) Computer Science
11 6 (10.53%) Infrastructure as Code
11 6 (10.53%) Software Architecture
12 5 (8.77%) Change Control
12 5 (8.77%) Performance Tuning
12 5 (8.77%) Project Management
13 4 (7.02%) Problem-Solving
Programming Languages
1 53 (92.98%) Python
2 41 (71.93%) Ruby
3 31 (54.39%) SQL
4 23 (40.35%) Java
5 10 (17.54%) Go
6 6 (10.53%) Bash Shell
7 4 (7.02%) PowerShell
8 1 (1.75%) Apple Swift
8 1 (1.75%) JavaScript
8 1 (1.75%) Kotlin
Qualifications
1 3 (5.26%) RHCE
1 3 (5.26%) RHCSA
2 1 (1.75%) Degree
Quality Assurance & Compliance
1 4 (7.02%) ISO/IEC 27001
System Software
1 48 (84.21%) Docker
2 2 (3.51%) HDFS
3 1 (1.75%) Active Directory
3 1 (1.75%) Varnish
Systems Management
1 54 (94.74%) Grafana
2 50 (87.72%) Ansible
3 45 (78.95%) Terraform
4 44 (77.19%) Puppet
5 42 (73.68%) Packer
6 41 (71.93%) Kubernetes
7 39 (68.42%) Consul
8 34 (59.65%) Docker Swarm
8 34 (59.65%) Prometheus
9 13 (22.81%) Nagios
9 13 (22.81%) Opscode Chef
9 13 (22.81%) Opsview
10 11 (19.30%) Salt
10 11 (19.30%) ZABBIX
11 4 (7.02%) Graylog
12 2 (3.51%) Hadoop YARN
13 1 (1.75%) HAProxy
Vendors
1 7 (12.28%) New Relic
2 5 (8.77%) Atlassian
2 5 (8.77%) Google
3 3 (5.26%) Microsoft
3 3 (5.26%) Oracle
3 3 (5.26%) Red Hat
3 3 (5.26%) Splunk
4 1 (1.75%) VMware