Period
to 6 May 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 6 May 2021 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
6 May 2021
Same period 2020 Same period 2019
Rank 782 896 983
Rank change year-on-year +114 +87 +83
Permanent jobs citing Graphite 101 50 132
As % of all permanent jobs advertised in the UK 0.11% 0.049% 0.090%
As % of the Systems Management category 0.70% 0.37% 0.74%
Number of salaries quoted 61 19 85
10th Percentile £50,000 £36,250 £37,500
25th Percentile £57,500 £39,875 £41,250
Median annual salary (50th Percentile) £70,000 £60,000 £57,500
Median % change year-on-year +16.67% +4.35% +4.55%
75th Percentile £90,000 £70,000 £72,500
90th Percentile " £95,000 £77,500
UK excluding London median annual salary £65,000 £57,500 £44,000
% change year-on-year +13.04% +30.68% -4.86%

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 14,438 13,665 17,780
As % of all permanent IT jobs advertised in the UK 16.39% 13.38% 12.10%
Number of salaries quoted 11,247 10,837 13,884
10th Percentile £37,500 £33,597 £32,750
25th Percentile £46,250 £45,000 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £58,000
Median % change year-on-year +4.17% +3.45% +5.45%
75th Percentile £81,250 £80,000 £76,250
90th Percentile £95,000 £95,000 £90,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 6 May 2021.

Salary histogram for Graphite in the UK

Graphite
Top 14 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 6 May 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 +142 99 £70,000 +16.67% 15
UK excluding London +120 70 £65,000 +13.04% 9
North of England +43 34 £65,000 +18.18% 1
London +83 27 £80,000 -11.11% 6
Work from Home -135 21 £65,000 +38.30% 1
Midlands +21 18 £82,500 +37.50% 2
North West +41 15 £85,000 - 1
Yorkshire +1 15 £55,000 -
West Midlands -2 14 £85,000 +41.67% 2
South West -8 11 £80,000 +113.33%
South East - 5 - - 1
East Midlands - 4 £65,000 -
North East - 4 £65,000 -
Scotland -4 2 £80,000 -

For the 6 months to 6 May 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 87 (86.14%) DevOps
2 85 (84.16%) AWS
3 84 (83.17%) Ansible
4 78 (77.23%) Linux
5 73 (72.28%) Jenkins
5 73 (72.28%) Grafana
6 71 (70.30%) Prometheus
7 69 (68.32%) Kubernetes
7 69 (68.32%) Docker
8 57 (56.44%) Terraform
9 56 (55.45%) Agile Software Development
10 52 (51.49%) Configuration Management
10 52 (51.49%) Puppet
10 52 (51.49%) Elastic Stack
11 50 (49.50%) Consul
11 50 (49.50%) Packer
12 48 (47.52%) Red Hat Enterprise Linux
13 47 (46.53%) Social Skills
14 46 (45.54%) Continuous Integration
15 45 (44.55%) Python
15 45 (44.55%) Atlassian Bamboo
15 45 (44.55%) Opscode Chef
16 39 (38.61%) Opsview
17 38 (37.62%) Go
17 38 (37.62%) ZABBIX
17 38 (37.62%) High Availability
18 36 (35.64%) Git (software)
18 36 (35.64%) Docker Swarm
19 33 (32.67%) Java
19 33 (32.67%) SC Cleared

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 20 (19.80%) Apache
2 7 (6.93%) Apache Spark
3 1 (0.99%) Elasticsearch
Cloud Services
1 85 (84.16%) AWS
2 28 (27.72%) Azure
3 27 (26.73%) GitHub
4 20 (19.80%) Amazon CloudWatch
5 18 (17.82%) OpenShift
6 15 (14.85%) Cloud Computing
7 14 (13.86%) Azure Active Directory
7 14 (13.86%) IaaS
7 14 (13.86%) PaaS
8 3 (2.97%) Amazon EC2
9 2 (1.98%) Amazon Cognito
9 2 (1.98%) Amazon S3
9 2 (1.98%) AWS CloudFormation
9 2 (1.98%) AWS Lambda
9 2 (1.98%) Serverless
10 1 (0.99%) CloudFront
Communications & Networking
1 14 (13.86%) Network Security
2 2 (1.98%) HTTP
Database & Business Intelligence
1 25 (24.75%) Big Data
2 22 (21.78%) MySQL
3 20 (19.80%) NoSQL
4 7 (6.93%) Apache Hive
4 7 (6.93%) Hadoop
4 7 (6.93%) HBase
4 7 (6.93%) Sqoop
5 3 (2.97%) SQL Server
6 2 (1.98%) Amazon Aurora
6 2 (1.98%) Apache Cassandra
6 2 (1.98%) Berkeley DB
6 2 (1.98%) Hazelcast
6 2 (1.98%) Redis
7 1 (0.99%) Amazon RDS
7 1 (0.99%) MongoDB
7 1 (0.99%) PostgreSQL
Development Applications
1 73 (72.28%) Jenkins
2 45 (44.55%) Atlassian Bamboo
3 36 (35.64%) Git (software)
4 29 (28.71%) GitLab
5 18 (17.82%) Hudson
5 18 (17.82%) Vagrant
6 2 (1.98%) JIRA
6 2 (1.98%) Log4Net
6 2 (1.98%) NUnit
6 2 (1.98%) Selenium
6 2 (1.98%) SpecFlow
6 2 (1.98%) webpack
7 1 (0.99%) GoCD
7 1 (0.99%) Mercurial
General
1 47 (46.53%) Social Skills
2 20 (19.80%) Games
3 17 (16.83%) Public Sector
4 2 (1.98%) Finance
4 2 (1.98%) Financial Institution
4 2 (1.98%) Front Office
5 1 (0.99%) Analytical Skills
Job Titles
1 37 (36.63%) Platform Engineer
2 30 (29.70%) DevOps Engineer
3 21 (20.79%) AWS Engineer
4 20 (19.80%) Data Engineer
5 17 (16.83%) Site Engineer
5 17 (16.83%) Site Reliability Engineer
6 11 (10.89%) Developer
7 9 (8.91%) Azure Developer
8 7 (6.93%) SOC Engineer
9 6 (5.94%) Azure Engineer
10 4 (3.96%) Senior DevOps
10 4 (3.96%) Senior DevOps Engineer
11 3 (2.97%) Operations Engineer
11 3 (2.97%) Service Operations Engineer
12 2 (1.98%) .NET Developer
12 2 (1.98%) Software Engineer
13 1 (0.99%) Reliability Engineer
13 1 (0.99%) Senior .NET Developer
13 1 (0.99%) Senior Developer
Libraries, Frameworks & Software Standards
1 52 (51.49%) Elastic Stack
2 27 (26.73%) Kafka
3 20 (19.80%) Apache Flex
3 20 (19.80%) Node.js
4 12 (11.88%) .NET
4 12 (11.88%) COM
5 7 (6.93%) Web Services
6 2 (1.98%) .NET Core
6 2 (1.98%) AngularJS
6 2 (1.98%) ASP.NET Web API
6 2 (1.98%) CSS
6 2 (1.98%) HTML
6 2 (1.98%) JNI
6 2 (1.98%) JSON
6 2 (1.98%) Protocol Buffers
6 2 (1.98%) RabbitMQ
6 2 (1.98%) React
6 2 (1.98%) REST
6 2 (1.98%) SignalR
6 2 (1.98%) ZeroMQ
Miscellaneous
1 20 (19.80%) Greenfield Project
2 14 (13.86%) Cloud Native
3 2 (1.98%) Fixed Income
3 2 (1.98%) Foreign Exchange (FX)
Operating Systems
1 78 (77.23%) Linux
2 48 (47.52%) Red Hat Enterprise Linux
3 27 (26.73%) CentOS
4 25 (24.75%) Windows
5 14 (13.86%) Windows Server 2016
5 14 (13.86%) Windows Server 2019
6 1 (0.99%) Windows Server
Processes & Methodologies
1 87 (86.14%) DevOps
2 56 (55.45%) Agile Software Development
3 52 (51.49%) Configuration Management
4 46 (45.54%) Continuous Integration
5 38 (37.62%) High Availability
6 28 (27.72%) Site Reliability Engineering
7 27 (26.73%) Load Balancing
7 27 (26.73%) Open Source
8 26 (25.74%) Continuous Delivery
9 25 (24.75%) Data Engineering
10 19 (18.81%) Computer Science
10 19 (18.81%) Microservices
11 18 (17.82%) Artificial Intelligence
11 18 (17.82%) Data Science
11 18 (17.82%) Project Management
11 18 (17.82%) User-Centered Design (UCD)
12 17 (16.83%) IT Strategy
13 16 (15.84%) Infrastructure as Code
13 16 (15.84%) Software Delivery
13 16 (15.84%) Software Engineering
Programming Languages
1 45 (44.55%) Python
2 38 (37.62%) Go
3 33 (32.67%) Java
4 27 (26.73%) Ruby
5 21 (20.79%) SQL
6 20 (19.80%) Kotlin
7 16 (15.84%) PowerShell
8 12 (11.88%) C#
9 7 (6.93%) Bash Shell
10 2 (1.98%) C++
10 2 (1.98%) Java 8
10 2 (1.98%) JavaScript
11 1 (0.99%) Jython
Qualifications
1 33 (32.67%) SC Cleared
1 33 (32.67%) Security Cleared
2 18 (17.82%) AWS Certification
3 14 (13.86%) RHCE
3 14 (13.86%) RHCSA
4 1 (0.99%) Computer Science Degree
4 1 (0.99%) Degree
System Software
1 69 (68.32%) Docker
2 14 (13.86%) Active Directory
2 14 (13.86%) Virtual Machines
3 7 (6.93%) HDFS
4 1 (0.99%) VMware Infrastructure
4 1 (0.99%) Xen
Systems Management
1 84 (83.17%) Ansible
2 73 (72.28%) Grafana
3 71 (70.30%) Prometheus
4 69 (68.32%) Kubernetes
5 57 (56.44%) Terraform
6 52 (51.49%) Puppet
7 50 (49.50%) Consul
7 50 (49.50%) Packer
8 45 (44.55%) Opscode Chef
9 39 (38.61%) Opsview
10 38 (37.62%) ZABBIX
11 36 (35.64%) Docker Swarm
12 26 (25.74%) Nagios
13 18 (17.82%) Salt
14 7 (6.93%) Hadoop YARN
15 2 (1.98%) Graylog
15 2 (1.98%) Opsgenie
16 1 (0.99%) Kibana
16 1 (0.99%) logstash
Vendors
1 28 (27.72%) Microsoft
2 14 (13.86%) Red Hat
3 10 (9.90%) Splunk
4 2 (1.98%) Google
5 1 (0.99%) Oracle
5 1 (0.99%) VMware