Period
to 24 January 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 24 January 2020 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
24 Jan 2020
Same period 2019 Same period 2018
Rank 926 913 1100
Rank change year-on-year -13 +187 -118
Permanent jobs citing Graphite 99 214 94
As % of all permanent IT jobs advertised in the UK 0.079% 0.14% 0.054%
As % of the Systems Management category 0.62% 1.24% 0.60%
Number of salaries quoted 53 106 82
UK median annual salary £75,000 £65,000 £60,000
Median salary % change year-on-year +15.38% +8.33% +9.09%
10th Percentile £50,000 £40,500 £33,750
90th Percentile £97,000 £81,250 £93,750
UK excluding London median annual salary £60,000 £62,500 £52,500
% change year-on-year -4.00% +19.05% +5.00%

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 16,048 17,253 15,789
As % of all permanent IT jobs advertised in the UK 12.77% 11.37% 9.06%
Number of salaries quoted 12,252 13,475 12,862
UK median annual salary £60,000 £57,500 £52,500
Median salary % change year-on-year +4.35% +9.52% +5.00%
10th Percentile £32,075 £32,500 £31,250
90th Percentile £93,750 £87,500 £82,500
UK excluding London median annual salary £50,000 £50,000 £46,000
% change year-on-year - +8.70% +2.22%

Graphite
Job Vacancy Trend

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

Job vacancy trend for Graphite in the UK

Graphite
Salary Trend

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

Salary trend for Graphite in the UK

Graphite
Salary Histogram

The salary distribution of IT jobs citing Graphite over the 6 months to 24 January 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 24 January 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 -13 99 £75,000 +15.38% 11
London +64 72 £77,500 +10.71% 7
UK excluding London -29 24 £60,000 -4.00% 4
Midlands +41 10 £60,000 -14.29% 3
West Midlands +24 10 £60,000 -14.29% 2
North of England +17 9 £62,500 -3.85% 1
North West +10 5 £65,000 -
Yorkshire +41 4 £55,000 +29.41% 1
South East +38 2 £60,000 +42.86%
South West +20 2 £51,250 -26.79%
East of England +44 1 - -

For the 6 months to 24 January 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 92 (92.93%) Ansible
2 90 (90.91%) DevOps
3 87 (87.88%) Docker
3 87 (87.88%) Jenkins
4 85 (85.86%) Python
4 85 (85.86%) Puppet
5 83 (83.84%) Grafana
6 79 (79.80%) Azure
7 77 (77.78%) AWS
8 72 (72.73%) Atlassian Bamboo
9 71 (71.72%) Elastic Stack
10 70 (70.71%) Linux
11 68 (68.69%) Agile Software Development
12 66 (66.67%) Ruby
12 66 (66.67%) Kubernetes
13 65 (65.66%) Terraform
14 64 (64.65%) Packer
15 61 (61.62%) Continuous Integration
16 58 (58.59%) Configuration Management
17 53 (53.54%) Git (software)
17 53 (53.54%) Consul
17 53 (53.54%) Docker Swarm
18 49 (49.49%) GCP
19 47 (47.47%) Load Balancing
20 44 (44.44%) Nagios
21 42 (42.42%) GitLab
21 42 (42.42%) Prometheus
22 41 (41.41%) Java
23 40 (40.40%) Opscode Chef
24 39 (39.39%) SQL

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 19 (19.19%) Elasticsearch
2 15 (15.15%) Apache TomEE
2 15 (15.15%) JBoss
2 15 (15.15%) WebSphere
3 2 (2.02%) Apache
3 2 (2.02%) nginx
3 2 (2.02%) OpenStack
4 1 (1.01%) Apache Spark
4 1 (1.01%) IIS
4 1 (1.01%) Tomcat
Business Applications
1 6 (6.06%) R3 Corda
Cloud Services
1 79 (79.80%) Azure
2 77 (77.78%) AWS
3 49 (49.49%) GCP
4 30 (30.30%) GitHub
5 14 (14.14%) IaaS
5 14 (14.14%) PaaS
5 14 (14.14%) SaaS
6 7 (7.07%) Datadog
7 6 (6.06%) CloudBees
8 5 (5.05%) AWS CloudFormation
9 3 (3.03%) Cloud Computing
10 2 (2.02%) AWS Lambda
10 2 (2.02%) IBM Cloud
10 2 (2.02%) Serverless
11 1 (1.01%) Amazon EC2
11 1 (1.01%) Amazon ECS
11 1 (1.01%) Amazon S3
11 1 (1.01%) Fastly
11 1 (1.01%) Heroku
11 1 (1.01%) Slack
Communications & Networking
1 29 (29.29%) Firewall
2 22 (22.22%) VPN
3 1 (1.01%) DSL
3 1 (1.01%) Network Security
3 1 (1.01%) TCP/IP
3 1 (1.01%) VLAN
Database & Business Intelligence
1 24 (24.24%) NoSQL
2 16 (16.16%) SQL Server
3 7 (7.07%) Blockchain
4 5 (5.05%) Redis
5 2 (2.02%) Hadoop
5 2 (2.02%) MongoDB
6 1 (1.01%) Amazon DynamoDB
6 1 (1.01%) Apache Cassandra
6 1 (1.01%) Apache Hive
6 1 (1.01%) Big Data
6 1 (1.01%) HBase
6 1 (1.01%) MariaDB
6 1 (1.01%) MySQL
6 1 (1.01%) Neo4j
6 1 (1.01%) PostgreSQL
6 1 (1.01%) Sqoop
Development Applications
1 87 (87.88%) Jenkins
2 72 (72.73%) Atlassian Bamboo
3 53 (53.54%) Git (software)
4 42 (42.42%) GitLab
5 35 (35.35%) Vagrant
6 33 (33.33%) Hudson
7 21 (21.21%) Selenium
7 21 (21.21%) Subversion
8 16 (16.16%) Ant
9 15 (15.15%) Cucumber
9 15 (15.15%) FishEye
9 15 (15.15%) FitNesse
9 15 (15.15%) Gradle
9 15 (15.15%) JBehave
9 15 (15.15%) JUnit
9 15 (15.15%) Maven
9 15 (15.15%) Mockito
9 15 (15.15%) WebDriver
10 14 (14.14%) DbUnit
11 12 (12.12%) JIRA
General
1 19 (19.19%) Finance
2 9 (9.09%) Games
3 4 (4.04%) Advertising
3 4 (4.04%) Public Sector
4 2 (2.02%) Banking
5 1 (1.01%) Law
Job Titles
1 76 (76.77%) DevOps Engineer
2 36 (36.36%) Kubernetes Engineer
3 30 (30.30%) AWS Engineer
4 28 (28.28%) AWS DevOps
4 28 (28.28%) AWS DevOps Engineer
5 21 (21.21%) Platform Engineer
6 14 (14.14%) Release Manager
7 11 (11.11%) Senior DevOps
7 11 (11.11%) Senior DevOps Engineer
8 10 (10.10%) Linux DevOps Engineer
8 10 (10.10%) Linux Engineer
8 10 (10.10%) Linux/Unix DevOps
9 8 (8.08%) DevOps Manager
10 6 (6.06%) Automation Consultant
10 6 (6.06%) Consultant
10 6 (6.06%) IT Consultant
11 4 (4.04%) Lead DevOps
12 3 (3.03%) Developer
12 3 (3.03%) Lead DevOps Engineer
12 3 (3.03%) PowerShell Engineer
Libraries, Frameworks & Software Standards
1 71 (71.72%) Elastic Stack
2 13 (13.13%) Sensu
3 4 (4.04%) .NET
3 4 (4.04%) RabbitMQ
4 3 (3.03%) Kafka
4 3 (3.03%) Web Services
5 2 (2.02%) AngularJS
6 1 (1.01%) Ember.js
6 1 (1.01%) GraphQL
6 1 (1.01%) Handlebars
6 1 (1.01%) jQuery
6 1 (1.01%) LAMP
6 1 (1.01%) LAPP Stack
6 1 (1.01%) LEMP Stack
6 1 (1.01%) Node.js
6 1 (1.01%) Preactjs
6 1 (1.01%) React
6 1 (1.01%) RESTful
6 1 (1.01%) Sass
6 1 (1.01%) VCL
Miscellaneous
1 32 (32.32%) Public Cloud
2 22 (22.22%) Distributed Denial-of-Service
3 9 (9.09%) Online Gambling
4 2 (2.02%) Enterprise Software
4 2 (2.02%) Greenfield Project
5 1 (1.01%) Blog
Operating Systems
1 70 (70.71%) Linux
2 29 (29.29%) CentOS
3 27 (27.27%) Red Hat Enterprise Linux
4 21 (21.21%) Windows
5 13 (13.13%) Unix
6 6 (6.06%) CoreOS
7 3 (3.03%) Ubuntu
8 2 (2.02%) Windows Server
9 1 (1.01%) Android
9 1 (1.01%) Apple iOS
Processes & Methodologies
1 90 (90.91%) DevOps
2 68 (68.69%) Agile Software Development
3 61 (61.62%) Continuous Integration
4 58 (58.59%) Configuration Management
5 47 (47.47%) Load Balancing
6 38 (38.38%) Microservices
7 36 (36.36%) Open Source
8 28 (28.28%) Infrastructure as Code
8 28 (28.28%) User-Centered Design (UCD)
9 27 (27.27%) IT Strategy
10 23 (23.23%) High Availability
11 22 (22.22%) SIEM
12 16 (16.16%) Computer Science
13 14 (14.14%) Deployment Automation
14 10 (10.10%) Continuous Improvement
14 10 (10.10%) Release Management
15 9 (9.09%) Mathematics
15 9 (9.09%) Software Engineering
15 9 (9.09%) Technical Analysis
15 9 (9.09%) Translating Business Requirements
Programming Languages
1 85 (85.86%) Python
2 66 (66.67%) Ruby
3 41 (41.41%) Java
4 39 (39.39%) SQL
5 27 (27.27%) Go
6 21 (21.21%) PowerShell
7 11 (11.11%) Bash Shell
8 5 (5.05%) Groovy
9 2 (2.02%) JavaScript
9 2 (2.02%) Perl
10 1 (1.01%) Apple Swift
10 1 (1.01%) C#
10 1 (1.01%) Kotlin
10 1 (1.01%) TypeScript
Qualifications
1 10 (10.10%) Degree
2 6 (6.06%) SC Cleared
2 6 (6.06%) Security Cleared
3 5 (5.05%) DV Cleared
4 3 (3.03%) RHCE
4 3 (3.03%) RHCSA
5 1 (1.01%) Computer Science Degree
Quality Assurance & Compliance
1 2 (2.02%) QA
System Software
1 87 (87.88%) Docker
2 2 (2.02%) Varnish
2 2 (2.02%) VMware ESXi
2 2 (2.02%) VMware Infrastructure
2 2 (2.02%) Xen
3 1 (1.01%) Apache ZooKeeper
3 1 (1.01%) HDFS
Systems Management
1 92 (92.93%) Ansible
2 85 (85.86%) Puppet
3 83 (83.84%) Grafana
4 66 (66.67%) Kubernetes
5 65 (65.66%) Terraform
6 64 (64.65%) Packer
7 53 (53.54%) Consul
7 53 (53.54%) Docker Swarm
8 44 (44.44%) Nagios
9 42 (42.42%) Prometheus
10 40 (40.40%) Opscode Chef
11 34 (34.34%) Opsview
12 28 (28.28%) ZABBIX
13 27 (27.27%) Salt
14 6 (6.06%) Automic
15 3 (3.03%) logstash
15 3 (3.03%) Mesos
16 2 (2.02%) HAProxy
17 1 (1.01%) Graylog
17 1 (1.01%) Hadoop YARN
Vendors
1 17 (17.17%) Google
2 16 (16.16%) Oracle
3 15 (15.15%) New Relic
4 6 (6.06%) AppDynamics
4 6 (6.06%) Atlassian
4 6 (6.06%) XebiaLabs
5 5 (5.05%) VMware
6 4 (4.04%) Microsoft
6 4 (4.04%) Red Hat
7 2 (2.02%) SaltStack
7 2 (2.02%) Splunk