Period
to 27 February 2021

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 27 February 2021 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
27 Feb 2021
Same period 2020 Same period 2019
Rank 736 946 929
Rank change year-on-year +210 -17 +192
Permanent jobs citing Graphite 68 81 193
As % of all permanent jobs advertised in the UK 0.092% 0.066% 0.13%
As % of the Systems Management category 0.57% 0.52% 1.11%
Number of salaries quoted 70 44 106
Median annual salary £65,000 £75,000 £62,500
Median salary % change year-on-year -13.33% +20.00% +4.17%
10th Percentile £50,000 £50,000 £38,750
90th Percentile £80,375 £96,750 £80,000
UK excluding London median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +35.14%

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 11,973 15,713 17,337
As % of all permanent IT jobs advertised in the UK 16.13% 12.78% 11.47%
Number of salaries quoted 9,717 12,217 13,703
Median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +9.52%
10th Percentile £37,500 £32,500 £32,500
90th Percentile £95,000 £95,000 £87,900
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +7.53%

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 27 February 2021.

Salary histogram for Graphite in the UK

Graphite
Top 13 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 27 February 2021. 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 +192 66 £65,000 -13.33% 3
UK excluding London +166 42 £65,000 +8.33% 3
North of England +87 29 £65,000 +13.04% 1
Work from Home -65 28 £65,000 -32.47%
London +151 21 £72,500 -12.12%
Yorkshire +48 16 £65,000 +18.18%
North West +76 9 £65,000 +8.33% 1
Midlands +55 6 £65,000 +8.33% 1
South West +48 6 - -
North East - 4 £65,000 -
East Midlands - 4 £65,000 -
West Midlands +39 2 - - 1
East of England +81 1 £40,000 +6.67%

For the 6 months to 27 February 2021, 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 65 (95.59%) Linux
1 65 (95.59%) AWS
2 55 (80.88%) DevOps
3 53 (77.94%) Prometheus
4 52 (76.47%) Jenkins
5 40 (58.82%) Ansible
6 38 (55.88%) Python
7 37 (54.41%) Grafana
8 35 (51.47%) Java
9 32 (47.06%) Configuration Management
9 32 (47.06%) Go
9 32 (47.06%) Elastic Stack
10 30 (44.12%) Agile Software Development
11 28 (41.18%) MySQL
11 28 (41.18%) Opscode Chef
11 28 (41.18%) Kafka
11 28 (41.18%) Git (software)
11 28 (41.18%) Puppet
12 27 (39.71%) Red Hat Enterprise Linux
12 27 (39.71%) Docker
12 27 (39.71%) Site Reliability Engineering
13 26 (38.24%) CentOS
14 25 (36.76%) Kubernetes
15 23 (33.82%) Amazon CloudWatch
15 23 (33.82%) Games
15 23 (33.82%) ZABBIX
16 21 (30.88%) Node.js
16 21 (30.88%) Ruby
16 21 (30.88%) Atlassian Bamboo
16 21 (30.88%) Apache Flex

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 21 (30.88%) Apache
2 10 (14.71%) Elasticsearch
3 7 (10.29%) Apache Spark
4 1 (1.47%) Apache TomEE
4 1 (1.47%) JBoss
4 1 (1.47%) WebSphere
Cloud Services
1 65 (95.59%) AWS
2 23 (33.82%) Amazon CloudWatch
3 20 (29.41%) GitHub
4 11 (16.18%) Cloud Computing
5 7 (10.29%) Azure
6 5 (7.35%) Amazon EC2
7 4 (5.88%) GCP
8 3 (4.41%) CloudFront
9 2 (2.94%) Amazon ElastiCache
10 1 (1.47%) PaaS
Communications & Networking
1 2 (2.94%) Internet
Database & Business Intelligence
1 28 (41.18%) MySQL
2 13 (19.12%) NoSQL
3 7 (10.29%) Amazon RDS
3 7 (10.29%) Apache Cassandra
3 7 (10.29%) Apache Hive
3 7 (10.29%) Big Data
3 7 (10.29%) Hadoop
3 7 (10.29%) HBase
3 7 (10.29%) MongoDB
3 7 (10.29%) Sqoop
4 6 (8.82%) Redis
5 4 (5.88%) Amazon DynamoDB
5 4 (5.88%) SQL Server
6 3 (4.41%) Berkeley DB
6 3 (4.41%) Hazelcast
6 3 (4.41%) PostgreSQL
7 2 (2.94%) InterSystems Cache
Development Applications
1 52 (76.47%) Jenkins
2 28 (41.18%) Git (software)
3 21 (30.88%) Atlassian Bamboo
3 21 (30.88%) GitLab
4 3 (4.41%) GoCD
4 3 (4.41%) Mercurial
5 1 (1.47%) Ant
5 1 (1.47%) Bitbucket
5 1 (1.47%) Cucumber
5 1 (1.47%) DbUnit
5 1 (1.47%) FishEye
5 1 (1.47%) Flyway
5 1 (1.47%) git-flow
5 1 (1.47%) Gradle
5 1 (1.47%) Hudson
5 1 (1.47%) JBehave
5 1 (1.47%) JUnit
5 1 (1.47%) Mockito
5 1 (1.47%) SonarQube
5 1 (1.47%) WebDriver
General
1 23 (33.82%) Games
2 11 (16.18%) Public Sector
3 4 (5.88%) Finance
4 3 (4.41%) Financial Institution
4 3 (4.41%) Front Office
5 1 (1.47%) Advertising
Job Titles
1 32 (47.06%) DevOps Engineer
2 20 (29.41%) Site Engineer
2 20 (29.41%) Site Reliability Engineer
3 11 (16.18%) Platform Engineer
4 5 (7.35%) DBA
4 5 (7.35%) MySQL DBA
5 4 (5.88%) Administrator
5 4 (5.88%) Operations Engineer
5 4 (5.88%) Senior DevOps
5 4 (5.88%) Senior DevOps Engineer
6 3 (4.41%) Azure Engineer
6 3 (4.41%) Service Operations Engineer
6 3 (4.41%) SOC Engineer
6 3 (4.41%) Software Engineer
7 2 (2.94%) Azure DevOps Engineer
7 2 (2.94%) Data Engineer
7 2 (2.94%) Developer
8 1 (1.47%) iOS Developer
8 1 (1.47%) IT Engineer
8 1 (1.47%) Reliability Engineer
Libraries, Frameworks & Software Standards
1 32 (47.06%) Elastic Stack
2 28 (41.18%) Kafka
3 21 (30.88%) Apache Flex
3 21 (30.88%) Node.js
4 7 (10.29%) Web Services
5 6 (8.82%) .NET
6 3 (4.41%) JNI
6 3 (4.41%) JSON
6 3 (4.41%) Protocol Buffers
6 3 (4.41%) ZeroMQ
7 2 (2.94%) Flash
7 2 (2.94%) Middleware
Miscellaneous
1 21 (30.88%) Greenfield Project
2 4 (5.88%) Replication
3 3 (4.41%) Analytical Skills
3 3 (4.41%) Fixed Income
3 3 (4.41%) Foreign Exchange (FX)
Operating Systems
1 65 (95.59%) Linux
2 27 (39.71%) Red Hat Enterprise Linux
3 26 (38.24%) CentOS
4 10 (14.71%) Windows
5 3 (4.41%) Windows Server
6 1 (1.47%) Apple iOS
6 1 (1.47%) Mac OS
Processes & Methodologies
1 55 (80.88%) DevOps
2 32 (47.06%) Configuration Management
3 30 (44.12%) Agile Software Development
4 27 (39.71%) Site Reliability Engineering
5 20 (29.41%) Continuous Delivery
5 20 (29.41%) Continuous Integration
5 20 (29.41%) Load Balancing
5 20 (29.41%) Open Source
6 16 (23.53%) Software Delivery
7 15 (22.06%) High Availability
8 11 (16.18%) E-Procurement
8 11 (16.18%) Infrastructure Automation
8 11 (16.18%) IT Strategy
8 11 (16.18%) Microservices
8 11 (16.18%) User-Centered Design (UCD)
9 10 (14.71%) SDLC
10 9 (13.24%) Release Management
11 8 (11.76%) Software Engineering
12 7 (10.29%) Data Engineering
13 6 (8.82%) Problem-Solving
Programming Languages
1 38 (55.88%) Python
2 35 (51.47%) Java
3 32 (47.06%) Go
4 21 (30.88%) Kotlin
4 21 (30.88%) Ruby
5 13 (19.12%) SQL
6 8 (11.76%) Bash Shell
7 6 (8.82%) C#
8 4 (5.88%) Shell Script
9 3 (4.41%) C++
9 3 (4.41%) Java 8
9 3 (4.41%) Jython
10 1 (1.47%) PowerShell
Qualifications
1 11 (16.18%) AWS Certification
2 10 (14.71%) SC Cleared
2 10 (14.71%) Security Cleared
3 3 (4.41%) Computer Science Degree
3 3 (4.41%) Degree
4 2 (2.94%) RHCE
4 2 (2.94%) RHCSA
Quality Assurance & Compliance
1 1 (1.47%) ISO/IEC 27001
1 1 (1.47%) WCAG
System Software
1 27 (39.71%) Docker
2 7 (10.29%) HDFS
3 3 (4.41%) VMware Infrastructure
3 3 (4.41%) Xen
Systems Management
1 53 (77.94%) Prometheus
2 40 (58.82%) Ansible
3 37 (54.41%) Grafana
4 28 (41.18%) Opscode Chef
4 28 (41.18%) Puppet
5 25 (36.76%) Kubernetes
6 23 (33.82%) ZABBIX
7 19 (27.94%) Terraform
8 14 (20.59%) Nagios
9 7 (10.29%) Hadoop YARN
9 7 (10.29%) Opsview
9 7 (10.29%) Packer
10 6 (8.82%) Consul
10 6 (8.82%) Docker Swarm
11 5 (7.35%) Kibana
11 5 (7.35%) logstash
12 4 (5.88%) Galera Cluster
13 1 (1.47%) Graylog
Vendors
1 6 (8.82%) Oracle
1 6 (8.82%) Splunk
2 3 (4.41%) Google
2 3 (4.41%) VMware
3 2 (2.94%) Microsoft
3 2 (2.94%) New Relic
3 2 (2.94%) Red Hat