Period
to 21 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 September 2021 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 832 618 933
Rank change year-on-year -214 +315 +37
Permanent jobs citing Graphite 164 56 130
As % of all permanent jobs advertised in England 0.15% 0.12% 0.10%
As % of the Systems Management category 0.88% 0.73% 0.75%
Number of salaries quoted 31 6 80
10th Percentile £63,750 £38,125 £39,850
25th Percentile £67,500 £40,875 £50,000
Median annual salary (50th Percentile) £85,000 £52,250 £65,000
Median % change year-on-year +62.68% -19.62% +8.33%
75th Percentile £90,000 £77,188 £80,000
90th Percentile " £91,250 £85,000
UK median annual salary £85,000 £52,250 £65,000
% change year-on-year +62.68% -19.62% +13.04%

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 advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 18,708 7,637 17,254
As % of all permanent IT jobs advertised in England 17.42% 16.77% 13.31%
Number of salaries quoted 12,005 6,362 13,251
10th Percentile £37,500 £36,750 £32,500
25th Percentile £48,750 £46,250 £42,500
Median annual salary (50th Percentile) £65,000 £62,500 £59,102
Median % change year-on-year +4.00% +5.75% +7.46%
75th Percentile £85,000 £80,000 £77,500
90th Percentile £100,000 £95,000 £91,250
UK median annual salary £65,000 £61,750 £57,500
% change year-on-year +5.26% +7.39% +4.55%

Graphite
Job Vacancy Trend in England

Job postings citing Graphite as a proportion of all IT jobs advertised in England.

Job vacancy trend for Graphite in England

Graphite
Salary Trend in England

3-month moving average salary quoted in jobs citing Graphite in England.

Salary trend for Graphite in England

Graphite
Salary Histogram in England

Salary distribution for jobs citing Graphite in England over the 6 months to 21 September 2021.

Salary histogram for Graphite in England

Graphite
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the England region over the 6 months to 21 September 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
North of England -78 57 £67,500 - 3
London -196 54 £85,000 +23.64% 11
Yorkshire - 37 £67,500 - 1
South West - 26 £80,000 -
North West -75 19 £85,000 - 2
West Midlands -93 18 £85,000 - 1
Midlands -116 18 £85,000 - 1
South East - 6 - -
North East - 1 - -
Graphite
UK

For the 6 months to 21 September 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 across the England region with a requirement for Graphite.

1 132 (80.49%) AWS
2 126 (76.83%) Grafana
3 125 (76.22%) Kubernetes
4 121 (73.78%) Docker
5 116 (70.73%) Agile Software Development
6 90 (54.88%) Prometheus
7 81 (49.39%) Ansible
8 78 (47.56%) Elastic Stack
9 77 (46.95%) Linux
10 74 (45.12%) Microservices
11 70 (42.68%) Java
11 70 (42.68%) MySQL
12 69 (42.07%) Redis
12 69 (42.07%) Continuous Integration
12 69 (42.07%) DevOps
13 68 (41.46%) Terraform
13 68 (41.46%) Social Skills
13 68 (41.46%) High Availability
14 63 (38.41%) Git (software)
15 62 (37.80%) NoSQL
16 60 (36.59%) React
17 59 (35.98%) Opscode Chef
18 57 (34.76%) SQL
19 55 (33.54%) .NET
19 55 (33.54%) C#
20 52 (31.71%) Packer
20 52 (31.71%) Consul
21 51 (31.10%) Windows
22 50 (30.49%) Jenkins
23 48 (29.27%) GitLab

Graphite
Co-occurring IT Skills in England 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 9 (5.49%) Elasticsearch
1 9 (5.49%) IIS
2 8 (4.88%) Apache
2 8 (4.88%) Tomcat
3 1 (0.61%) Apache Pulsar
3 1 (0.61%) OpenStack
Cloud Services
1 132 (80.49%) AWS
2 39 (23.78%) Amazon EC2
2 39 (23.78%) Serverless
3 30 (18.29%) Amazon Cognito
3 30 (18.29%) Amazon S3
3 30 (18.29%) AWS CloudFormation
3 30 (18.29%) AWS Lambda
4 28 (17.07%) Azure
5 27 (16.46%) PaaS
6 18 (10.98%) GitHub
6 18 (10.98%) OpenShift
7 16 (9.76%) Azure Active Directory
7 16 (9.76%) IaaS
8 15 (9.15%) Amazon CloudWatch
9 14 (8.54%) Cloud Computing
10 8 (4.88%) Amazon ElastiCache
11 1 (0.61%) GCP
11 1 (0.61%) MinIO
Communications & Networking
1 30 (18.29%) HTTP
2 16 (9.76%) Network Security
3 10 (6.10%) DNS
4 9 (5.49%) SSL
5 8 (4.88%) Internet
6 1 (0.61%) Fibre Channel
6 1 (0.61%) iSCSI
6 1 (0.61%) SAN
6 1 (0.61%) VLAN
Database & Business Intelligence
1 70 (42.68%) MySQL
2 69 (42.07%) Redis
3 62 (37.80%) NoSQL
4 31 (18.90%) SQL Server
5 30 (18.29%) Amazon Aurora
6 19 (11.59%) Big Data
7 16 (9.76%) MongoDB
8 8 (4.88%) InterSystems Cache
8 8 (4.88%) Oracle Database
9 2 (1.22%) PostgreSQL
10 1 (0.61%) Aerospike
10 1 (0.61%) Apache Cassandra
10 1 (0.61%) ArangoDB
10 1 (0.61%) CockroachDB
10 1 (0.61%) Couchbase
10 1 (0.61%) Hadoop
10 1 (0.61%) OpenStack Swift
10 1 (0.61%) Scylla
Development Applications
1 63 (38.41%) Git (software)
2 50 (30.49%) Jenkins
3 48 (29.27%) GitLab
4 44 (26.83%) webpack
5 36 (21.95%) Atlassian Bamboo
6 30 (18.29%) JIRA
6 30 (18.29%) Log4Net
6 30 (18.29%) NUnit
6 30 (18.29%) Selenium
6 30 (18.29%) SpecFlow
7 18 (10.98%) Hudson
7 18 (10.98%) Vagrant
8 14 (8.54%) Babel
General
1 68 (41.46%) Social Skills
2 17 (10.37%) Public Sector
3 8 (4.88%) Games
4 1 (0.61%) Finance
Job Titles
1 46 (28.05%) Platform Engineer
2 40 (24.39%) Developer
3 30 (18.29%) .NET Developer
3 30 (18.29%) Software Engineer
4 25 (15.24%) SOC Engineer
5 22 (13.41%) AWS Engineer
6 19 (11.59%) Data Engineer
7 15 (9.15%) Senior .NET Developer
7 15 (9.15%) Senior Developer
8 14 (8.54%) Senior Software Engineer
9 13 (7.93%) DevOps Engineer
10 9 (5.49%) Azure Developer
11 8 (4.88%) Site Engineer
11 8 (4.88%) Site Reliability Engineer
12 7 (4.27%) Azure Engineer
13 5 (3.05%) Associate Engineer
14 2 (1.22%) AWS DevOps
14 2 (1.22%) AWS DevOps Engineer
14 2 (1.22%) Linux Engineer
14 2 (1.22%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 78 (47.56%) Elastic Stack
2 60 (36.59%) React
3 55 (33.54%) .NET
4 44 (26.83%) CSS
4 44 (26.83%) HTML
5 38 (23.17%) RabbitMQ
6 37 (22.56%) Node.js
7 31 (18.90%) Kafka
8 30 (18.29%) .NET Core
8 30 (18.29%) AngularJS
8 30 (18.29%) ASP.NET Web API
8 30 (18.29%) REST
8 30 (18.29%) SignalR
9 16 (9.76%) Akka
9 16 (9.76%) ARM Templates
9 16 (9.76%) GraphQL
10 14 (8.54%) Redux
10 14 (8.54%) RESTful
11 12 (7.32%) COM
12 8 (4.88%) Middleware
Miscellaneous
1 22 (13.41%) Legacy Code
2 16 (9.76%) Enterprise Software
2 16 (9.76%) Mobile App
3 14 (8.54%) User Experience
4 13 (7.93%) Cloud Native
5 1 (0.61%) Clustering
5 1 (0.61%) Replication
Operating Systems
1 77 (46.95%) Linux
2 51 (31.10%) Windows
3 33 (20.12%) Red Hat Enterprise Linux
4 18 (10.98%) CentOS
5 16 (9.76%) Windows Server 2016
5 16 (9.76%) Windows Server 2019
6 1 (0.61%) Debian
6 1 (0.61%) Ubuntu
6 1 (0.61%) Unix
Processes & Methodologies
1 116 (70.73%) Agile Software Development
2 74 (45.12%) Microservices
3 69 (42.07%) Continuous Integration
3 69 (42.07%) DevOps
4 68 (41.46%) High Availability
5 48 (29.27%) Configuration Management
6 44 (26.83%) Continuous Delivery
6 44 (26.83%) Domain-Driven Design
6 44 (26.83%) TDD
7 41 (25.00%) Software Engineering
8 38 (23.17%) Scrum
9 35 (21.34%) Problem-Solving
10 34 (20.73%) Mentoring
11 33 (20.12%) Site Reliability Engineering
12 30 (18.29%) BDD
12 30 (18.29%) Concurrent Programming
12 30 (18.29%) Full Stack Development
12 30 (18.29%) Mathematics
12 30 (18.29%) Multithreading
12 30 (18.29%) Pair Programming
Programming Languages
1 70 (42.68%) Java
2 57 (34.76%) SQL
3 55 (33.54%) C#
4 46 (28.05%) PowerShell
5 45 (27.44%) JavaScript
5 45 (27.44%) Python
6 30 (18.29%) Kotlin
6 30 (18.29%) PHP
7 18 (10.98%) Go
7 18 (10.98%) Ruby
8 16 (9.76%) TypeScript
9 14 (8.54%) Scala
10 1 (0.61%) Bash Shell
Qualifications
1 28 (17.07%) SC Cleared
1 28 (17.07%) Security Cleared
2 25 (15.24%) AWS Certification
3 12 (7.32%) RHCE
4 11 (6.71%) RHCSA
5 1 (0.61%) MCP
5 1 (0.61%) MCSA
5 1 (0.61%) Microsoft Certification
5 1 (0.61%) NCSIE
Quality Assurance & Compliance
1 1 (0.61%) QA
System Software
1 121 (73.78%) Docker
2 17 (10.37%) Virtual Machines
3 16 (9.76%) Active Directory
4 1 (0.61%) Firmware
4 1 (0.61%) NFS
Systems Management
1 126 (76.83%) Grafana
2 125 (76.22%) Kubernetes
3 90 (54.88%) Prometheus
4 81 (49.39%) Ansible
5 68 (41.46%) Terraform
6 59 (35.98%) Opscode Chef
7 52 (31.71%) Consul
7 52 (31.71%) Packer
8 47 (28.66%) Puppet
9 37 (22.56%) Docker Swarm
10 34 (20.73%) Opsview
11 30 (18.29%) Graylog
11 30 (18.29%) Opsgenie
12 27 (16.46%) ZABBIX
13 20 (12.20%) Salt
14 19 (11.59%) Nagios
15 10 (6.10%) HAProxy
16 8 (4.88%) Kibana
16 8 (4.88%) logstash
17 1 (0.61%) CFEngine
Vendors
1 40 (24.39%) Splunk
2 26 (15.85%) Microsoft
3 25 (15.24%) Oracle
4 11 (6.71%) Red Hat
5 1 (0.61%) Brocade
5 1 (0.61%) Cisco
5 1 (0.61%) Dell
5 1 (0.61%) EMC
5 1 (0.61%) HP
5 1 (0.61%) NetApp
5 1 (0.61%) SolarWinds
5 1 (0.61%) Veritas