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

Graphite
UK
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 915 655 945
Rank change year-on-year -260 +290 +19
Permanent jobs citing Graphite 136 55 132
As % of all permanent jobs advertised in the UK 0.11% 0.11% 0.097%
As % of the Systems Management category 0.64% 0.68% 0.74%
Number of salaries quoted 22 5 77
10th Percentile " £45,500 £46,500
25th Percentile £63,750 £53,750 £50,000
Median annual salary (50th Percentile) £67,500 £72,500 £65,000
Median % change year-on-year -6.90% +11.54% +4.00%
75th Percentile £90,000 £82,500 £81,250
90th Percentile " £93,000 £85,000
UK excluding London median annual salary £67,500 £40,000 £60,000
% change year-on-year +68.75% -33.33% -4.00%

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 21,322 8,133 17,819
As % of all permanent IT jobs advertised in the UK 16.79% 16.42% 13.10%
Number of salaries quoted 13,629 6,809 13,677
10th Percentile £37,500 £36,500 £32,000
25th Percentile £48,750 £45,000 £42,500
Median annual salary (50th Percentile) £65,000 £60,000 £57,500
Median % change year-on-year +8.33% +4.35% +4.55%
75th Percentile £85,000 £77,500 £77,500
90th Percentile £100,000 £93,750 £90,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +2.04%

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 October 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 October 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 -238 133 £67,500 -6.90% 12
UK excluding London -174 85 £67,500 +68.75% 3
North of England -94 51 £67,500 - 2
London -234 50 £77,500 +1.64% 9
Yorkshire - 40 £67,500 - 1
South West - 23 - - 1
North West -104 10 £85,000 - 1
West Midlands -98 7 £85,000 -
Midlands -136 7 £85,000 -
Work from Home -283 3 £87,500 +20.69% 3
Scotland - 2 - -
South East - 2 - -
North East - 1 - -

For the 6 months to 27 October 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.

1 114 (83.82%) AWS
2 97 (71.32%) Agile Software Development
3 94 (69.12%) Kubernetes
3 94 (69.12%) Grafana
4 91 (66.91%) Docker
5 72 (52.94%) Redis
5 72 (52.94%) Prometheus
5 72 (52.94%) MySQL
6 68 (50.00%) Java
7 67 (49.26%) Microservices
8 60 (44.12%) React
9 58 (42.65%) Elastic Stack
9 58 (42.65%) Linux
10 55 (40.44%) Git (software)
11 54 (39.71%) C#
11 54 (39.71%) .NET
12 53 (38.97%) NoSQL
13 50 (36.76%) SQL
13 50 (36.76%) Continuous Integration
14 49 (36.03%) Opscode Chef
15 48 (35.29%) High Availability
16 47 (34.56%) Ansible
17 46 (33.82%) JavaScript
18 45 (33.09%) HTML
18 45 (33.09%) CSS
19 44 (32.35%) TDD
19 44 (32.35%) Domain-Driven Design
19 44 (32.35%) webpack
20 41 (30.15%) DevOps
20 41 (30.15%) Social Skills

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 12 (8.82%) Elasticsearch
2 9 (6.62%) IIS
3 8 (5.88%) Apache
3 8 (5.88%) Tomcat
4 3 (2.21%) Apache Pulsar
5 1 (0.74%) OpenStack
Cloud Services
1 114 (83.82%) AWS
2 39 (28.68%) Amazon EC2
2 39 (28.68%) Serverless
3 31 (22.79%) Amazon S3
3 31 (22.79%) AWS CloudFormation
4 30 (22.06%) Amazon Cognito
4 30 (22.06%) AWS Lambda
5 18 (13.24%) Amazon CloudWatch
6 15 (11.03%) PaaS
7 9 (6.62%) GitHub
8 8 (5.88%) Amazon ElastiCache
9 6 (4.41%) Azure
9 6 (4.41%) OpenShift
10 4 (2.94%) Azure Active Directory
10 4 (2.94%) IaaS
11 3 (2.21%) Cloud Computing
11 3 (2.21%) MinIO
12 2 (1.47%) GCP
12 2 (1.47%) SaaS
Communications & Networking
1 30 (22.06%) HTTP
2 12 (8.82%) DNS
3 9 (6.62%) SSL
4 8 (5.88%) Internet
5 4 (2.94%) Network Security
6 3 (2.21%) VLAN
7 1 (0.74%) Fibre Channel
7 1 (0.74%) iSCSI
7 1 (0.74%) SAN
Database & Business Intelligence
1 72 (52.94%) MySQL
1 72 (52.94%) Redis
2 53 (38.97%) NoSQL
3 34 (25.00%) SQL Server
4 30 (22.06%) Amazon Aurora
5 16 (11.76%) MongoDB
6 9 (6.62%) Big Data
7 8 (5.88%) InterSystems Cache
7 8 (5.88%) Oracle Database
8 5 (3.68%) PostgreSQL
9 3 (2.21%) Aerospike
9 3 (2.21%) Apache Cassandra
9 3 (2.21%) ArangoDB
9 3 (2.21%) CockroachDB
9 3 (2.21%) Couchbase
9 3 (2.21%) Hadoop
9 3 (2.21%) Scylla
10 1 (0.74%) Amazon DynamoDB
10 1 (0.74%) InfluxDB
10 1 (0.74%) OpenStack Swift
Development Applications
1 55 (40.44%) Git (software)
2 44 (32.35%) webpack
3 39 (28.68%) GitLab
4 32 (23.53%) Jenkins
5 30 (22.06%) JIRA
5 30 (22.06%) Log4Net
5 30 (22.06%) NUnit
5 30 (22.06%) Selenium
5 30 (22.06%) SpecFlow
6 15 (11.03%) Atlassian Bamboo
7 14 (10.29%) Babel
8 6 (4.41%) Hudson
8 6 (4.41%) Vagrant
General
1 41 (30.15%) Social Skills
2 8 (5.88%) Games
3 5 (3.68%) Public Sector
4 3 (2.21%) Finance
Job Titles
1 31 (22.79%) Developer
2 30 (22.06%) .NET Developer
2 30 (22.06%) Software Engineer
3 23 (16.91%) SOC Engineer
4 22 (16.18%) Platform Engineer
5 15 (11.03%) Senior .NET Developer
5 15 (11.03%) Senior Developer
6 14 (10.29%) Senior Software Engineer
7 13 (9.56%) Site Reliability Engineer
8 12 (8.82%) AWS Engineer
8 12 (8.82%) DevOps Engineer
8 12 (8.82%) Site Engineer
9 8 (5.88%) Data Engineer
10 6 (4.41%) AWS DevOps
10 6 (4.41%) AWS DevOps Engineer
10 6 (4.41%) Linux DevOps Engineer
10 6 (4.41%) Linux Engineer
10 6 (4.41%) Linux/Unix DevOps
11 5 (3.68%) Associate Engineer
12 4 (2.94%) Azure Engineer
Libraries, Frameworks & Software Standards
1 60 (44.12%) React
2 58 (42.65%) Elastic Stack
3 54 (39.71%) .NET
4 45 (33.09%) CSS
4 45 (33.09%) HTML
5 38 (27.94%) Node.js
5 38 (27.94%) RabbitMQ
6 33 (24.26%) Kafka
7 30 (22.06%) .NET Core
7 30 (22.06%) AngularJS
7 30 (22.06%) ASP.NET Web API
7 30 (22.06%) REST
7 30 (22.06%) SignalR
8 16 (11.76%) Akka
8 16 (11.76%) GraphQL
9 15 (11.03%) RESTful
10 14 (10.29%) Redux
11 8 (5.88%) MyBatis
11 8 (5.88%) Spring Boot
11 8 (5.88%) Spring Cloud
Miscellaneous
1 22 (16.18%) Legacy Code
2 16 (11.76%) Enterprise Software
2 16 (11.76%) Mobile App
3 15 (11.03%) User Experience
4 1 (0.74%) Clustering
4 1 (0.74%) Replication
Operating Systems
1 58 (42.65%) Linux
2 37 (27.21%) Windows
3 11 (8.09%) Red Hat Enterprise Linux
4 9 (6.62%) CentOS
5 4 (2.94%) Windows Server 2016
5 4 (2.94%) Windows Server 2019
6 2 (1.47%) Debian
6 2 (1.47%) Ubuntu
7 1 (0.74%) Unix
Processes & Methodologies
1 97 (71.32%) Agile Software Development
2 67 (49.26%) Microservices
3 50 (36.76%) Continuous Integration
4 48 (35.29%) High Availability
5 44 (32.35%) Domain-Driven Design
5 44 (32.35%) TDD
6 41 (30.15%) DevOps
7 38 (27.94%) Scrum
8 36 (26.47%) Site Reliability Engineering
9 33 (24.26%) Continuous Delivery
9 33 (24.26%) Problem-Solving
10 32 (23.53%) Software Engineering
11 30 (22.06%) BDD
11 30 (22.06%) CQRS
11 30 (22.06%) Dependency Injection
11 30 (22.06%) Kanban
11 30 (22.06%) Mathematics
11 30 (22.06%) Multithreading
11 30 (22.06%) Pair Programming
11 30 (22.06%) SOA
Programming Languages
1 68 (50.00%) Java
2 54 (39.71%) C#
3 50 (36.76%) SQL
4 46 (33.82%) JavaScript
5 38 (27.94%) Python
6 34 (25.00%) PowerShell
7 30 (22.06%) Kotlin
7 30 (22.06%) PHP
8 16 (11.76%) TypeScript
9 14 (10.29%) Scala
10 10 (7.35%) Ruby
11 9 (6.62%) Go
12 4 (2.94%) Bash Shell
13 1 (0.74%) ES6
13 1 (0.74%) Perl
Qualifications
1 16 (11.76%) AWS Certification
2 11 (8.09%) SC Cleared
2 11 (8.09%) Security Cleared
3 2 (1.47%) RHCE
4 1 (0.74%) MCP
4 1 (0.74%) MCSA
4 1 (0.74%) Microsoft Certification
4 1 (0.74%) NCSIE
4 1 (0.74%) RHCSA
Quality Assurance & Compliance
1 1 (0.74%) QA
System Software
1 91 (66.91%) Docker
2 7 (5.15%) Virtual Machines
3 4 (2.94%) Active Directory
4 1 (0.74%) Firmware
4 1 (0.74%) NFS
Systems Management
1 94 (69.12%) Grafana
1 94 (69.12%) Kubernetes
2 72 (52.94%) Prometheus
3 49 (36.03%) Opscode Chef
4 47 (34.56%) Ansible
5 38 (27.94%) Terraform
6 30 (22.06%) Graylog
6 30 (22.06%) Opsgenie
7 29 (21.32%) Puppet
8 19 (13.97%) Consul
8 19 (13.97%) Packer
9 18 (13.24%) Docker Swarm
10 15 (11.03%) ZABBIX
11 12 (8.82%) HAProxy
12 10 (7.35%) Opsview
12 10 (7.35%) Salt
13 8 (5.88%) Kibana
13 8 (5.88%) logstash
14 7 (5.15%) Nagios
15 1 (0.74%) OpenNMS
Vendors
1 40 (29.41%) Splunk
2 27 (19.85%) Oracle
3 3 (2.21%) Microsoft
4 2 (1.47%) Brocade
4 2 (1.47%) Cisco
4 2 (1.47%) Red Hat
5 1 (0.74%) Arista
5 1 (0.74%) Dell
5 1 (0.74%) EMC
5 1 (0.74%) Google
5 1 (0.74%) HP
5 1 (0.74%) Juniper
5 1 (0.74%) NetApp
5 1 (0.74%) SolarWinds
5 1 (0.74%) Veritas