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

Graphite
UK
6 months to
24 Nov 2020
Same period 2019 Same period 2018
Rank 642 934 925
Rank change year-on-year +292 -9 +195
Permanent jobs citing Graphite 67 125 232
As % of all permanent jobs advertised in the UK 0.12% 0.093% 0.14%
As % of the Systems Management category 0.74% 0.73% 1.31%
Number of salaries quoted 32 75 114
Median annual salary £65,000 £67,500 £62,500
Median salary % change year-on-year -3.70% +8.00% +4.17%
10th Percentile £54,125 £50,000 £39,975
90th Percentile £89,375 £91,500 £78,750
UK excluding London median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +19.05%

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 9,001 17,209 17,747
As % of all permanent IT jobs advertised in the UK 16.47% 12.84% 11.01%
Number of salaries quoted 7,513 13,104 13,983
Median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £37,500 £32,000 £31,523
90th Percentile £92,500 £91,250 £85,925
UK excluding London median annual salary £52,500 £50,000 £49,482
% change year-on-year +5.00% +1.05% +9.96%

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 24 November 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 24 November 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 +289 65 £65,000 -3.70% 12
UK excluding London +278 34 £65,000 - 10
London +165 28 £77,500 - 2
North of England +150 24 £65,000 - 5
North West +124 17 £65,000 - 2
Work from Home -9 14 £65,000 - 3
Midlands +112 9 £65,000 +8.33% 3
West Midlands +77 8 - - 3
Yorkshire +112 6 £65,000 +44.44% 3
East of England +131 1 £40,000 -
East Midlands - 1 £65,000 -
North East - 1 £65,000 -

For the 6 months to 24 November 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 63 (94.03%) AWS
2 58 (86.57%) Linux
3 56 (83.58%) Jenkins
4 54 (80.60%) DevOps
5 53 (79.10%) Grafana
6 51 (76.12%) Prometheus
6 51 (76.12%) Python
7 50 (74.63%) Configuration Management
8 49 (73.13%) Go
9 47 (70.15%) Puppet
10 46 (68.66%) Agile Software Development
10 46 (68.66%) Terraform
11 45 (67.16%) High Availability
12 44 (65.67%) Atlassian Bamboo
13 43 (64.18%) Continuous Integration
13 43 (64.18%) Ruby
14 42 (62.69%) CentOS
14 42 (62.69%) Elastic Stack
15 41 (61.19%) Load Balancing
15 41 (61.19%) Git (software)
16 38 (56.72%) Red Hat Enterprise Linux
16 38 (56.72%) Continuous Delivery
17 37 (55.22%) GitLab
17 37 (55.22%) GitHub
18 36 (53.73%) Cloud Computing
18 36 (53.73%) Open Source
18 36 (53.73%) E-Procurement
18 36 (53.73%) Microservices
18 36 (53.73%) AWS Certification
18 36 (53.73%) IT Strategy

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 10 (14.93%) Elasticsearch
2 7 (10.45%) Apache
3 2 (2.99%) Apache Spark
4 1 (1.49%) Apache TomEE
4 1 (1.49%) JBoss
4 1 (1.49%) WebSphere
Cloud Services
1 63 (94.03%) AWS
2 37 (55.22%) GitHub
3 36 (53.73%) Cloud Computing
4 21 (31.34%) Azure
5 10 (14.93%) Amazon CloudWatch
5 10 (14.93%) GCP
6 6 (8.96%) PaaS
7 5 (7.46%) Amazon EC2
7 5 (7.46%) IaaS
7 5 (7.46%) SaaS
8 3 (4.48%) CloudFront
9 2 (2.99%) Amazon ElastiCache
9 2 (2.99%) AWS CloudFormation
10 1 (1.49%) Amazon SQS
10 1 (1.49%) AWS CloudTrail
10 1 (1.49%) AWS Lambda
10 1 (1.49%) Serverless
Communications & Networking
1 5 (7.46%) Firewall
1 5 (7.46%) VPN
2 2 (2.99%) Internet
Database & Business Intelligence
1 27 (40.30%) NoSQL
2 14 (20.90%) MySQL
3 7 (10.45%) Amazon RDS
3 7 (10.45%) Apache Cassandra
3 7 (10.45%) MongoDB
4 6 (8.96%) Redis
5 4 (5.97%) Amazon DynamoDB
5 4 (5.97%) SQL Server
6 3 (4.48%) Berkeley DB
6 3 (4.48%) Hazelcast
6 3 (4.48%) PostgreSQL
7 2 (2.99%) Apache Hive
7 2 (2.99%) Big Data
7 2 (2.99%) Hadoop
7 2 (2.99%) HBase
7 2 (2.99%) InterSystems Cache
7 2 (2.99%) Sqoop
Development Applications
1 56 (83.58%) Jenkins
2 44 (65.67%) Atlassian Bamboo
3 41 (61.19%) Git (software)
4 37 (55.22%) GitLab
5 6 (8.96%) Hudson
6 5 (7.46%) Vagrant
7 4 (5.97%) GoCD
8 3 (4.48%) Mercurial
9 2 (2.99%) Bitbucket
10 1 (1.49%) Artifactory
10 1 (1.49%) Cucumber
10 1 (1.49%) DbUnit
10 1 (1.49%) FishEye
10 1 (1.49%) FitNesse
10 1 (1.49%) Gradle
10 1 (1.49%) JBehave
10 1 (1.49%) Mockito
10 1 (1.49%) Selenium
10 1 (1.49%) TeamCity
10 1 (1.49%) WebDriver
General
1 36 (53.73%) Public Sector
2 9 (13.43%) Games
3 4 (5.97%) Finance
4 3 (4.48%) Financial Institution
4 3 (4.48%) Front Office
5 1 (1.49%) Advertising
Job Titles
1 43 (64.18%) DevOps Engineer
2 39 (58.21%) Platform Engineer
3 8 (11.94%) Site Engineer
3 8 (11.94%) Site Reliability Engineer
4 6 (8.96%) Azure DevOps Engineer
4 6 (8.96%) Azure Engineer
5 5 (7.46%) DBA
5 5 (7.46%) MySQL DBA
5 5 (7.46%) Senior Platform Engineer
6 4 (5.97%) Administrator
7 3 (4.48%) Software Engineer
8 2 (2.99%) Data Engineer
8 2 (2.99%) Developer
9 1 (1.49%) Automation Engineer
9 1 (1.49%) AWS DevOps
9 1 (1.49%) IT Engineer
9 1 (1.49%) Lead DevOps
9 1 (1.49%) Lead DevOps Engineer
9 1 (1.49%) Network Systems Engineer
9 1 (1.49%) Senior DevOps
Libraries, Frameworks & Software Standards
1 42 (62.69%) Elastic Stack
2 9 (13.43%) Kafka
3 7 (10.45%) Apache Flex
3 7 (10.45%) Node.js
4 3 (4.48%) JNI
4 3 (4.48%) JSON
4 3 (4.48%) Protocol Buffers
4 3 (4.48%) ZeroMQ
5 2 (2.99%) Flash
5 2 (2.99%) Middleware
5 2 (2.99%) Web Services
6 1 (1.49%) Django
Miscellaneous
1 7 (10.45%) Greenfield Project
2 5 (7.46%) Distributed Denial-of-Service
3 4 (5.97%) Analytical Skills
3 4 (5.97%) Replication
4 3 (4.48%) Fixed Income
4 3 (4.48%) Foreign Exchange (FX)
5 2 (2.99%) Cloud Native
6 1 (1.49%) Public Cloud
Operating Systems
1 58 (86.57%) Linux
2 42 (62.69%) CentOS
3 38 (56.72%) Red Hat Enterprise Linux
4 4 (5.97%) Windows
5 3 (4.48%) Windows Server
6 1 (1.49%) Apple iOS
6 1 (1.49%) Mac OS
Processes & Methodologies
1 54 (80.60%) DevOps
2 50 (74.63%) Configuration Management
3 46 (68.66%) Agile Software Development
4 45 (67.16%) High Availability
5 43 (64.18%) Continuous Integration
6 41 (61.19%) Load Balancing
7 38 (56.72%) Continuous Delivery
8 36 (53.73%) E-Procurement
8 36 (53.73%) Infrastructure Automation
8 36 (53.73%) IT Strategy
8 36 (53.73%) Microservices
8 36 (53.73%) Open Source
8 36 (53.73%) User-Centered Design (UCD)
9 24 (35.82%) Software Engineering
10 15 (22.39%) Deployment Automation
11 10 (14.93%) Site Reliability Engineering
12 5 (7.46%) SDLC
12 5 (7.46%) SIEM
13 4 (5.97%) Performance Monitoring
13 4 (5.97%) Performance Tuning
Programming Languages
1 51 (76.12%) Python
2 49 (73.13%) Go
3 43 (64.18%) Ruby
4 27 (40.30%) SQL
5 20 (29.85%) Java
6 7 (10.45%) Kotlin
7 4 (5.97%) Bash Shell
7 4 (5.97%) Shell Script
8 3 (4.48%) C++
8 3 (4.48%) Java 8
8 3 (4.48%) Jython
9 1 (1.49%) JavaScript
9 1 (1.49%) PowerShell
Qualifications
1 36 (53.73%) AWS Certification
2 3 (4.48%) Computer Science Degree
2 3 (4.48%) Degree
Quality Assurance & Compliance
1 1 (1.49%) ISO/IEC 27001
1 1 (1.49%) WCAG
System Software
1 16 (23.88%) Docker
2 3 (4.48%) VMware Infrastructure
2 3 (4.48%) Xen
3 2 (2.99%) HDFS
Systems Management
1 53 (79.10%) Grafana
2 51 (76.12%) Prometheus
3 47 (70.15%) Puppet
4 46 (68.66%) Terraform
5 21 (31.34%) Ansible
6 16 (23.88%) Opscode Chef
7 15 (22.39%) Nagios
8 14 (20.90%) Kubernetes
8 14 (20.90%) ZABBIX
9 9 (13.43%) Packer
10 8 (11.94%) Consul
10 8 (11.94%) Docker Swarm
11 7 (10.45%) Opsview
12 6 (8.96%) Salt
13 5 (7.46%) Kibana
13 5 (7.46%) logstash
14 4 (5.97%) Galera Cluster
15 2 (2.99%) Hadoop YARN
16 1 (1.49%) Ganglia
16 1 (1.49%) Graylog
Vendors
1 8 (11.94%) Google
2 6 (8.96%) Oracle
3 3 (4.48%) New Relic
3 3 (4.48%) VMware