Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 25 June 2022 with a comparison to the same period in the previous 2 years.

Graphite
UK > Work from Home
6 months to
25 Jun 2022
Same period 2021 Same period 2020
Rank 807 588 311
Rank change year-on-year -219 -277 +38
Permanent jobs citing Graphite 63 9 2
As % of all permanent jobs with a WFH option 0.082% 0.025% 0.023%
As % of the Systems Management category 0.41% 0.13% 0.13%
Number of salaries quoted 14 1 2
10th Percentile £71,250 - £48,150
25th Percentile £72,813 £71,250 £55,125
Median annual salary (50th Percentile) £95,000 £72,500 £71,000
Median % change year-on-year +31.03% +2.11% +13.60%
75th Percentile £110,000 £73,750 £87,625
90th Percentile - - £95,050
UK median annual salary £77,500 £82,500 £55,000
% change year-on-year -6.06% +50.00% -8.33%

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 WFH option and a requirement for systems management skills.

All Systems Management Skills
Work from Home
Permanent vacancies with a requirement for systems management skills 15,453 6,761 1,589
As % of all permanent jobs with a WFH option 20.12% 18.64% 17.98%
Number of salaries quoted 8,082 5,083 1,351
10th Percentile £42,500 £38,795 £41,250
25th Percentile £51,250 £50,000 £49,375
Median annual salary (50th Percentile) £70,000 £65,000 £65,000
Median % change year-on-year +7.69% - -3.70%
75th Percentile £85,000 £82,500 £80,000
90th Percentile £100,000 £95,000 £95,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +6.38%

Graphite
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Graphite as a proportion of all IT jobs advertised.

Graphite trend for jobs with a WFH option

Graphite
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Graphite.

Graphite salary trend for jobs with a WFH option

Graphite
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Graphite over the 6 months to 25 June 2022.

Graphite salary histogram for jobs with a WFH option

For the 6 months to 25 June 2022, Graphite job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Graphite.

1 62 (98.41%) DevOps
2 61 (96.83%) Python
3 58 (92.06%) Jenkins
4 55 (87.30%) Prometheus
5 54 (85.71%) CI/CD
5 54 (85.71%) Kubernetes
6 52 (82.54%) AWS
7 44 (69.84%) Elastic Stack
8 43 (68.25%) Bash
9 42 (66.67%) Infrastructure as Code
10 41 (65.08%) Continuous Deployment
10 41 (65.08%) Continuous Integration
10 41 (65.08%) Go
11 40 (63.49%) Ansible
11 40 (63.49%) Node.js
11 40 (63.49%) SDLC
11 40 (63.49%) Ruby
12 37 (58.73%) Grafana
12 37 (58.73%) Docker
13 35 (55.56%) Linux
14 34 (53.97%) DNS
14 34 (53.97%) Elasticsearch
15 31 (49.21%) Windows
16 30 (47.62%) Kafka
17 29 (46.03%) Git (software)
18 28 (44.44%) GCP
19 27 (42.86%) Windows Server
19 27 (42.86%) Azure
20 26 (41.27%) Terraform
21 25 (39.68%) GitHub

Graphite
Co-occurring IT Skills with a WFH Option 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 34 (53.97%) Elasticsearch
2 11 (17.46%) Apache Pulsar
3 2 (3.17%) nginx
3 2 (3.17%) Traefik
4 1 (1.59%) Apache
4 1 (1.59%) Apache Spark
Cloud Services
1 52 (82.54%) AWS
2 28 (44.44%) GCP
3 27 (42.86%) Azure
4 25 (39.68%) GitHub
4 25 (39.68%) GitHub Actions
5 24 (38.10%) Amazon EKS
5 24 (38.10%) Amazon S3
6 23 (36.51%) Amazon EC2
6 23 (36.51%) Amazon ElastiCache
6 23 (36.51%) Amazon EMR
6 23 (36.51%) Amazon Kinesis
6 23 (36.51%) AWS CodeDeploy
6 23 (36.51%) Virtual Private Cloud
7 18 (28.57%) Amazon ECS
7 18 (28.57%) Serverless
8 17 (26.98%) AWS Fargate
9 11 (17.46%) MinIO
10 9 (14.29%) Datadog
11 8 (12.70%) SaaS
11 8 (12.70%) Stackdriver
Communications & Networking
1 34 (53.97%) DNS
2 23 (36.51%) DSL
2 23 (36.51%) HTTP
3 11 (17.46%) VLAN
4 4 (6.35%) Firewall
4 4 (6.35%) VPN
Database & Business Intelligence
1 24 (38.10%) Amazon RDS
2 23 (36.51%) Electronic Patient Records
3 12 (19.05%) PostgreSQL
4 11 (17.46%) Aerospike
4 11 (17.46%) Apache Cassandra
4 11 (17.46%) ArangoDB
4 11 (17.46%) Big Data
4 11 (17.46%) CockroachDB
4 11 (17.46%) Couchbase
4 11 (17.46%) Hadoop
4 11 (17.46%) MySQL
4 11 (17.46%) Redis
4 11 (17.46%) Scylla
4 11 (17.46%) SQL Server
5 1 (1.59%) Amazon Aurora
5 1 (1.59%) Amazon DynamoDB
5 1 (1.59%) MongoDB
5 1 (1.59%) OpenTSDB
Development Applications
1 58 (92.06%) Jenkins
2 29 (46.03%) Git (software)
3 23 (36.51%) Spinnaker
3 23 (36.51%) Travis CI
4 19 (30.16%) CircleCI
5 17 (26.98%) Jaeger
6 3 (4.76%) GitLab
7 1 (1.59%) GoCD
7 1 (1.59%) Mercurial
7 1 (1.59%) Subversion
7 1 (1.59%) TeamCity
7 1 (1.59%) Terragrunt
General
1 17 (26.98%) Games
2 14 (22.22%) Advertising
3 11 (17.46%) Finance
4 4 (6.35%) Analytical Skills
4 4 (6.35%) Presentation Skills
4 4 (6.35%) Social Skills
5 1 (1.59%) Manufacturing
Job Titles
1 55 (87.30%) DevOps Engineer
2 32 (50.79%) Senior DevOps
3 31 (49.21%) Cloud Engineer
3 31 (49.21%) Senior DevOps Engineer
4 23 (36.51%) Cloud Infrastructure Engineer
4 23 (36.51%) Infrastructure Engineer
5 13 (20.63%) Senior Cloud Engineer
5 13 (20.63%) Senior Infrastructure Engineer
6 11 (17.46%) Site Reliability Engineer
7 10 (15.87%) Site Engineer
8 5 (7.94%) Operations Engineer
9 1 (1.59%) AWS DevOps
9 1 (1.59%) AWS DevOps Engineer
9 1 (1.59%) AWS Engineer
9 1 (1.59%) CloudOps Engineer
Libraries, Frameworks & Software Standards
1 44 (69.84%) Elastic Stack
2 40 (63.49%) Node.js
3 30 (47.62%) Kafka
4 23 (36.51%) .NET
5 1 (1.59%) LAPP Stack
5 1 (1.59%) OpenTracing
5 1 (1.59%) RabbitMQ
5 1 (1.59%) Sensu
Miscellaneous
1 23 (36.51%) Cloud Native
1 23 (36.51%) Linux Command Line
2 9 (14.29%) Public Cloud
3 4 (6.35%) Greenfield Project
3 4 (6.35%) Management Information System
4 1 (1.59%) Clustering
4 1 (1.59%) PKI
Operating Systems
1 35 (55.56%) Linux
2 31 (49.21%) Windows
3 27 (42.86%) Windows Server
4 5 (7.94%) CentOS
5 1 (1.59%) Red Hat Enterprise Linux
Processes & Methodologies
1 62 (98.41%) DevOps
2 54 (85.71%) CI/CD
3 42 (66.67%) Infrastructure as Code
4 41 (65.08%) Continuous Deployment
4 41 (65.08%) Continuous Integration
5 40 (63.49%) SDLC
6 24 (38.10%) Scrum
7 23 (36.51%) Blue-Green Deployment
7 23 (36.51%) Creative Thinking
7 23 (36.51%) Data Security
7 23 (36.51%) Infrastructure Engineering
7 23 (36.51%) Problem-Solving
7 23 (36.51%) Regression Testing
7 23 (36.51%) Test Automation
7 23 (36.51%) The Twelve-Factor App
8 18 (28.57%) Agile
9 17 (26.98%) Observability
9 17 (26.98%) Pair Programming
10 13 (20.63%) Site Reliability Engineering
11 11 (17.46%) Deployment Automation
Programming Languages
1 61 (96.83%) Python
2 43 (68.25%) Bash
3 41 (65.08%) Go
4 40 (63.49%) Ruby
5 24 (38.10%) Java
6 23 (36.51%) Groovy
6 23 (36.51%) Scala
7 11 (17.46%) SQL
8 8 (12.70%) PowerShell
Qualifications
1 5 (7.94%) Degree
Quality Assurance & Compliance
1 1 (1.59%) QA
System Software
1 37 (58.73%) Docker
2 11 (17.46%) Virtual Machines
3 1 (1.59%) Ceph
3 1 (1.59%) NFS
Systems Management
1 55 (87.30%) Prometheus
2 54 (85.71%) Kubernetes
3 40 (63.49%) Ansible
4 37 (58.73%) Grafana
5 26 (41.27%) Terraform
6 24 (38.10%) Packer
7 23 (36.51%) StatsD
8 19 (30.16%) Graylog
9 18 (28.57%) Mesos
10 17 (26.98%) Argo
11 13 (20.63%) Docker Swarm
11 13 (20.63%) Puppet
12 12 (19.05%) HAProxy
12 12 (19.05%) Opscode Chef
13 11 (17.46%) Salt
14 10 (15.87%) ZABBIX
15 9 (14.29%) Nagios
16 1 (1.59%) Hadoop YARN
16 1 (1.59%) Kibana
16 1 (1.59%) Podman
Vendors
1 23 (36.51%) PagerDuty
2 22 (34.92%) Splunk
3 17 (26.98%) Funding Circle
4 11 (17.46%) Oracle
5 9 (14.29%) New Relic