Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 1165 852 793
Rank change year-on-year -313 -59 +208
Permanent jobs citing Graphite 97 124 57
As % of all permanent jobs advertised in the UK 0.054% 0.12% 0.072%
As % of the Systems Management category 0.30% 0.68% 0.50%
Number of salaries quoted 32 37 14
10th Percentile £61,250 £60,000 £36,250
25th Percentile £63,750 £65,000 £38,063
Median annual salary (50th Percentile) £77,500 £80,000 £55,000
Median % change year-on-year -3.13% +45.45% -8.33%
75th Percentile £102,500 £90,000 £70,000
90th Percentile £110,000 - £95,000
UK excluding London median annual salary £67,500 £85,000 £55,000
% change year-on-year -20.59% +54.55% -4.35%

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 32,303 18,204 11,305
As % of all permanent IT jobs advertised in the UK 17.98% 17.03% 14.32%
Number of salaries quoted 14,237 12,476 9,152
10th Percentile £37,500 £37,500 £35,000
25th Percentile £47,500 £47,500 £45,000
Median annual salary (50th Percentile) £68,500 £65,000 £62,500
Median % change year-on-year +5.38% +4.00% +6.84%
75th Percentile £86,000 £82,500 £80,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% -

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 1 July 2022.

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 1 July 2022. 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
Jobs
England -277 84 £77,500 -8.82% 6
Work from Home -196 64 £100,000 +37.93% 2
London -227 60 £96,250 +24.19% 2
UK excluding London -192 19 £67,500 -20.59% 4
North of England -121 9 £67,500 -20.59% 2
Yorkshire -67 8 £67,500 -
East of England - 8 - -
West Midlands -70 1 £77,500 -8.82% 1
Midlands -75 1 £77,500 -8.82% 1
South East -87 1 £60,000 -
North West -96 1 £77,500 -8.82% 2

For the 6 months to 1 July 2022, 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 83 (85.57%) DevOps
2 77 (79.38%) AWS
3 74 (76.29%) Prometheus
4 71 (73.20%) Kubernetes
4 71 (73.20%) Python
5 67 (69.07%) Jenkins
6 62 (63.92%) CI/CD
7 61 (62.89%) Docker
7 61 (62.89%) Grafana
8 59 (60.82%) Linux
9 53 (54.64%) Elastic Stack
10 49 (50.52%) Go
10 49 (50.52%) Continuous Integration
11 48 (49.48%) Ruby
12 46 (47.42%) Bash
13 45 (46.39%) Ansible
13 45 (46.39%) Terraform
14 44 (45.36%) Infrastructure as Code
15 43 (44.33%) Continuous Deployment
16 42 (43.30%) Node.js
16 42 (43.30%) Git (software)
17 41 (42.27%) SDLC
18 37 (38.14%) Elasticsearch
19 36 (37.11%) DNS
20 33 (34.02%) Windows
20 33 (34.02%) Graylog
20 33 (34.02%) Packer
21 32 (32.99%) Agile
22 31 (31.96%) Splunk
22 31 (31.96%) Azure

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 (12.37%) Apache Pulsar
2 2 (2.06%) nginx
2 2 (2.06%) Traefik
3 1 (1.03%) Apache
3 1 (1.03%) Confluence
Cloud Services
1 77 (79.38%) AWS
2 31 (31.96%) Azure
2 31 (31.96%) GCP
2 31 (31.96%) GitHub
3 29 (29.90%) Amazon EC2
3 29 (29.90%) Amazon S3
4 25 (25.77%) Amazon EKS
4 25 (25.77%) Virtual Private Cloud
5 24 (24.74%) GitHub Actions
6 23 (23.71%) Amazon ElastiCache
6 23 (23.71%) Amazon EMR
6 23 (23.71%) Amazon Kinesis
6 23 (23.71%) AWS CodeDeploy
6 23 (23.71%) Serverless
7 20 (20.62%) Amazon ECS
8 19 (19.59%) Amazon CloudWatch
9 18 (18.56%) AWS Fargate
10 12 (12.37%) MinIO
11 10 (10.31%) IaaS
12 9 (9.28%) Datadog
Communications & Networking
1 36 (37.11%) DNS
2 29 (29.90%) HTTP
3 23 (23.71%) DSL
4 12 (12.37%) VLAN
5 4 (4.12%) Firewall
5 4 (4.12%) VPN
6 2 (2.06%) Network Security
6 2 (2.06%) TCP/IP
Database & Business Intelligence
1 37 (38.14%) Elasticsearch
2 24 (24.74%) Amazon RDS
3 23 (23.71%) Electronic Patient Records
4 17 (17.53%) MySQL
4 17 (17.53%) Redis
4 17 (17.53%) SQL Server
5 14 (14.43%) PostgreSQL
6 12 (12.37%) Aerospike
6 12 (12.37%) Apache Cassandra
6 12 (12.37%) ArangoDB
6 12 (12.37%) Big Data
6 12 (12.37%) CockroachDB
6 12 (12.37%) Couchbase
6 12 (12.37%) Hadoop
6 12 (12.37%) Scylla
7 11 (11.34%) NoSQL
8 7 (7.22%) Amazon Aurora
9 1 (1.03%) InfluxDB
9 1 (1.03%) MongoDB
Development Applications
1 67 (69.07%) Jenkins
2 42 (43.30%) Git (software)
3 23 (23.71%) Spinnaker
3 23 (23.71%) Travis CI
4 20 (20.62%) CircleCI
5 18 (18.56%) Jaeger
6 15 (15.46%) GitLab
7 6 (6.19%) Atlassian Bamboo
7 6 (6.19%) JIRA
8 5 (5.15%) Log4Net
8 5 (5.15%) NUnit
8 5 (5.15%) Selenium
8 5 (5.15%) SpecFlow
8 5 (5.15%) webpack
9 1 (1.03%) Bitbucket
9 1 (1.03%) GoCD
9 1 (1.03%) Mercurial
9 1 (1.03%) Sonatype Nexus
9 1 (1.03%) Subversion
9 1 (1.03%) TeamCity
General
1 21 (21.65%) Finance
2 19 (19.59%) Games
3 14 (14.43%) Advertising
4 9 (9.28%) Public Sector
5 5 (5.15%) Social Skills
6 4 (4.12%) Analytical Skills
6 4 (4.12%) Presentation Skills
7 1 (1.03%) Manufacturing
7 1 (1.03%) Marketing
Job Titles
1 67 (69.07%) DevOps Engineer
2 39 (40.21%) Cloud Engineer
3 33 (34.02%) Senior DevOps
4 32 (32.99%) Senior DevOps Engineer
5 23 (23.71%) Cloud Infrastructure Engineer
5 23 (23.71%) Infrastructure Engineer
6 20 (20.62%) Site Engineer
6 20 (20.62%) Site Reliability Engineer
7 13 (13.40%) Senior Cloud Engineer
7 13 (13.40%) Senior Infrastructure Engineer
8 7 (7.22%) Platform Engineer
9 5 (5.15%) .NET Developer
9 5 (5.15%) Developer
9 5 (5.15%) Operations Engineer
9 5 (5.15%) Senior .NET Developer
9 5 (5.15%) Senior Developer
10 2 (2.06%) Azure DevOps Engineer
10 2 (2.06%) Azure Engineer
11 1 (1.03%) AWS DevOps
11 1 (1.03%) CloudOps Engineer
Libraries, Frameworks & Software Standards
1 53 (54.64%) Elastic Stack
2 42 (43.30%) Node.js
3 31 (31.96%) Kafka
4 28 (28.87%) .NET
5 6 (6.19%) RabbitMQ
5 6 (6.19%) React
5 6 (6.19%) REST
6 5 (5.15%) .NET Core
6 5 (5.15%) AngularJS
6 5 (5.15%) ASP.NET Web API
6 5 (5.15%) CSS
6 5 (5.15%) HTML
6 5 (5.15%) SignalR
7 2 (2.06%) ARM Templates
8 1 (1.03%) cloud-init
8 1 (1.03%) GatsbyJS
8 1 (1.03%) GraphQL
8 1 (1.03%) LAPP Stack
8 1 (1.03%) Loki
8 1 (1.03%) Next.js
Miscellaneous
1 23 (23.71%) Cloud Native
1 23 (23.71%) Linux Command Line
2 17 (17.53%) Public Cloud
3 8 (8.25%) Algorithms
3 8 (8.25%) GPGPU
4 5 (5.15%) Sports Betting
5 4 (4.12%) Greenfield Project
5 4 (4.12%) Management Information System
6 2 (2.06%) PKI
7 1 (1.03%) Clustering
7 1 (1.03%) Hybrid Cloud
Operating Systems
1 59 (60.82%) Linux
2 33 (34.02%) Windows
3 27 (27.84%) Windows Server
4 12 (12.37%) CentOS
5 10 (10.31%) Red Hat Enterprise Linux
6 8 (8.25%) Mac OS
6 8 (8.25%) Mac OS X
6 8 (8.25%) Solaris
7 2 (2.06%) Windows Server 2016
7 2 (2.06%) Windows Server 2019
Processes & Methodologies
1 83 (85.57%) DevOps
2 62 (63.92%) CI/CD
3 49 (50.52%) Continuous Integration
4 44 (45.36%) Infrastructure as Code
5 43 (44.33%) Continuous Deployment
6 41 (42.27%) SDLC
7 32 (32.99%) Agile
8 25 (25.77%) Problem-Solving
9 24 (24.74%) Infrastructure Engineering
10 23 (23.71%) Blue-Green Deployment
10 23 (23.71%) Creative Thinking
10 23 (23.71%) Data Security
10 23 (23.71%) Pair Programming
10 23 (23.71%) Regression Testing
10 23 (23.71%) Scrum
10 23 (23.71%) Test Automation
10 23 (23.71%) The Twelve-Factor App
11 22 (22.68%) Site Reliability Engineering
12 18 (18.56%) Observability
13 15 (15.46%) Continuous Delivery
Programming Languages
1 71 (73.20%) Python
2 49 (50.52%) Go
3 48 (49.48%) Ruby
4 46 (47.42%) Bash
5 24 (24.74%) Java
6 23 (23.71%) Groovy
6 23 (23.71%) Scala
6 23 (23.71%) SQL
7 15 (15.46%) PowerShell
8 5 (5.15%) C#
8 5 (5.15%) JavaScript
9 1 (1.03%) TypeScript
Qualifications
1 8 (8.25%) CCNA
1 8 (8.25%) Cisco Certification
2 6 (6.19%) AWS Certification
3 4 (4.12%) Degree
Quality Assurance & Compliance
1 1 (1.03%) NCSC
System Software
1 61 (62.89%) Docker
2 15 (15.46%) Virtual Machines
3 8 (8.25%) LXC
3 8 (8.25%) Xen
4 2 (2.06%) Active Directory
5 1 (1.03%) VMware Infrastructure
Systems Management
1 74 (76.29%) Prometheus
2 71 (73.20%) Kubernetes
3 61 (62.89%) Grafana
4 45 (46.39%) Ansible
4 45 (46.39%) Terraform
5 33 (34.02%) Graylog
5 33 (34.02%) Packer
6 23 (23.71%) StatsD
7 21 (21.65%) Docker Swarm
7 21 (21.65%) Puppet
8 18 (18.56%) Argo
8 18 (18.56%) Mesos
9 13 (13.40%) HAProxy
9 13 (13.40%) Opscode Chef
10 12 (12.37%) Salt
11 11 (11.34%) ZABBIX
12 8 (8.25%) Cisco IPCC
12 8 (8.25%) Kibana
12 8 (8.25%) logstash
12 8 (8.25%) Nagios
Vendors
1 31 (31.96%) Splunk
2 24 (24.74%) PagerDuty
3 18 (18.56%) Funding Circle
4 12 (12.37%) Oracle
5 10 (10.31%) New Relic
6 1 (1.03%) Google
6 1 (1.03%) Microsoft
6 1 (1.03%) VMware