Period
to 9 May 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 9 May 2021 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
9 May 2021
Same period 2020 Same period 2019
Rank 757 875 958
Rank change year-on-year +118 +83 +75
Permanent jobs citing Graphite 97 46 116
As % of all permanent jobs advertised in England 0.12% 0.050% 0.086%
As % of the Systems Management category 0.73% 0.37% 0.70%
Number of salaries quoted 57 18 76
10th Percentile £50,000 £36,250 £37,250
25th Percentile £57,500 £38,063 £40,625
Median annual salary (50th Percentile) £70,000 £57,500 £58,750
Median % change year-on-year +21.74% -2.13% +6.82%
75th Percentile £90,000 £70,000 £75,000
90th Percentile " £95,000 £78,750
UK median annual salary £70,000 £57,500 £57,500
% change year-on-year +21.74% - +4.55%

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 13,240 12,586 16,678
As % of all permanent IT jobs advertised in England 16.90% 13.64% 12.37%
Number of salaries quoted 10,315 10,026 13,081
10th Percentile £37,500 £34,750 £33,500
25th Percentile £46,250 £45,000 £42,500
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% +9.09%
75th Percentile £81,250 £81,250 £77,500
90th Percentile £95,750 £95,000 £90,000
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +9.09%

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 9 May 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 9 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
North of England +35 33 £65,000 +18.18%
London +61 26 £80,000 -11.11% 6
Midlands +9 18 £82,500 +37.50% 1
North West +43 15 £85,000 -
Yorkshire +7 14 £60,000 +9.09%
West Midlands +3 14 £85,000 +41.67% 1
South West -21 11 £80,000 +113.33%
South East - 5 - - 1
East Midlands - 4 £65,000 -
North East - 4 £65,000 -
Graphite
UK

For the 6 months to 9 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 across the England region with a requirement for Graphite.

1 84 (86.60%) DevOps
2 83 (85.57%) AWS
3 81 (83.51%) Ansible
4 74 (76.29%) Linux
5 71 (73.20%) Jenkins
6 70 (72.16%) Grafana
7 69 (71.13%) Prometheus
8 66 (68.04%) Kubernetes
8 66 (68.04%) Docker
9 55 (56.70%) Agile Software Development
10 54 (55.67%) Terraform
11 50 (51.55%) Elastic Stack
11 50 (51.55%) Configuration Management
11 50 (51.55%) Puppet
12 48 (49.48%) Packer
12 48 (49.48%) Consul
13 46 (47.42%) Social Skills
14 45 (46.39%) Red Hat Enterprise Linux
14 45 (46.39%) Continuous Integration
15 44 (45.36%) Atlassian Bamboo
15 44 (45.36%) Opscode Chef
16 43 (44.33%) Python
17 38 (39.18%) ZABBIX
18 37 (38.14%) High Availability
18 37 (38.14%) Go
18 37 (38.14%) Opsview
19 35 (36.08%) Docker Swarm
20 34 (35.05%) Git (software)
21 33 (34.02%) SC Cleared
21 33 (34.02%) Security Cleared

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 20 (20.62%) Apache
2 6 (6.19%) Apache Spark
3 1 (1.03%) Elasticsearch
Cloud Services
1 83 (85.57%) AWS
2 26 (26.80%) Azure
2 26 (26.80%) GitHub
3 20 (20.62%) Amazon CloudWatch
4 18 (18.56%) OpenShift
5 15 (15.46%) Cloud Computing
6 13 (13.40%) Azure Active Directory
6 13 (13.40%) IaaS
6 13 (13.40%) PaaS
7 3 (3.09%) Amazon EC2
8 2 (2.06%) Amazon Cognito
8 2 (2.06%) Amazon S3
8 2 (2.06%) AWS CloudFormation
8 2 (2.06%) AWS Lambda
8 2 (2.06%) Serverless
9 1 (1.03%) CloudFront
Communications & Networking
1 13 (13.40%) Network Security
2 2 (2.06%) HTTP
Database & Business Intelligence
1 24 (24.74%) Big Data
2 22 (22.68%) MySQL
3 19 (19.59%) NoSQL
4 6 (6.19%) Apache Hive
4 6 (6.19%) Hadoop
4 6 (6.19%) HBase
4 6 (6.19%) Sqoop
5 3 (3.09%) SQL Server
6 2 (2.06%) Amazon Aurora
6 2 (2.06%) Redis
7 1 (1.03%) Amazon RDS
7 1 (1.03%) Apache Cassandra
7 1 (1.03%) Berkeley DB
7 1 (1.03%) Hazelcast
7 1 (1.03%) MongoDB
7 1 (1.03%) PostgreSQL
Development Applications
1 71 (73.20%) Jenkins
2 44 (45.36%) Atlassian Bamboo
3 34 (35.05%) Git (software)
4 28 (28.87%) GitLab
5 18 (18.56%) Hudson
5 18 (18.56%) Vagrant
6 2 (2.06%) JIRA
6 2 (2.06%) Log4Net
6 2 (2.06%) NUnit
6 2 (2.06%) Selenium
6 2 (2.06%) SpecFlow
6 2 (2.06%) webpack
7 1 (1.03%) GoCD
7 1 (1.03%) Mercurial
General
1 46 (47.42%) Social Skills
2 20 (20.62%) Games
3 16 (16.49%) Public Sector
4 1 (1.03%) Analytical Skills
4 1 (1.03%) Finance
4 1 (1.03%) Financial Institution
4 1 (1.03%) Front Office
Job Titles
1 35 (36.08%) Platform Engineer
2 29 (29.90%) DevOps Engineer
3 20 (20.62%) AWS Engineer
4 19 (19.59%) Data Engineer
5 17 (17.53%) Site Engineer
5 17 (17.53%) Site Reliability Engineer
6 11 (11.34%) Developer
7 9 (9.28%) Azure Developer
8 7 (7.22%) SOC Engineer
9 5 (5.15%) Azure Engineer
10 4 (4.12%) Senior DevOps
10 4 (4.12%) Senior DevOps Engineer
11 3 (3.09%) Operations Engineer
11 3 (3.09%) Service Operations Engineer
12 2 (2.06%) .NET Developer
13 1 (1.03%) Reliability Engineer
13 1 (1.03%) Senior .NET Developer
13 1 (1.03%) Senior Developer
13 1 (1.03%) Software Engineer
Libraries, Frameworks & Software Standards
1 50 (51.55%) Elastic Stack
2 26 (26.80%) Kafka
3 20 (20.62%) Apache Flex
3 20 (20.62%) Node.js
4 12 (12.37%) .NET
4 12 (12.37%) COM
5 6 (6.19%) Web Services
6 2 (2.06%) .NET Core
6 2 (2.06%) AngularJS
6 2 (2.06%) ASP.NET Web API
6 2 (2.06%) CSS
6 2 (2.06%) HTML
6 2 (2.06%) RabbitMQ
6 2 (2.06%) React
6 2 (2.06%) REST
6 2 (2.06%) SignalR
7 1 (1.03%) JNI
7 1 (1.03%) JSON
7 1 (1.03%) Protocol Buffers
7 1 (1.03%) ZeroMQ
Miscellaneous
1 20 (20.62%) Greenfield Project
2 13 (13.40%) Cloud Native
3 1 (1.03%) Fixed Income
3 1 (1.03%) Foreign Exchange (FX)
Operating Systems
1 74 (76.29%) Linux
2 45 (46.39%) Red Hat Enterprise Linux
3 26 (26.80%) CentOS
4 24 (24.74%) Windows
5 13 (13.40%) Windows Server 2016
5 13 (13.40%) Windows Server 2019
6 1 (1.03%) Windows Server
Processes & Methodologies
1 84 (86.60%) DevOps
2 55 (56.70%) Agile Software Development
3 50 (51.55%) Configuration Management
4 45 (46.39%) Continuous Integration
5 37 (38.14%) High Availability
6 28 (28.87%) Site Reliability Engineering
7 26 (26.80%) Continuous Delivery
7 26 (26.80%) Load Balancing
7 26 (26.80%) Open Source
8 24 (24.74%) Data Engineering
9 19 (19.59%) Computer Science
10 18 (18.56%) Artificial Intelligence
10 18 (18.56%) Data Science
10 18 (18.56%) Microservices
10 18 (18.56%) Project Management
11 17 (17.53%) User-Centered Design (UCD)
12 16 (16.49%) IT Strategy
13 15 (15.46%) Infrastructure as Code
13 15 (15.46%) Infrastructure Automation
13 15 (15.46%) Software Delivery
Programming Languages
1 43 (44.33%) Python
2 37 (38.14%) Go
3 32 (32.99%) Java
4 26 (26.80%) Ruby
5 20 (20.62%) Kotlin
5 20 (20.62%) SQL
6 15 (15.46%) PowerShell
7 12 (12.37%) C#
8 6 (6.19%) Bash Shell
9 2 (2.06%) JavaScript
10 1 (1.03%) C++
10 1 (1.03%) Java 8
10 1 (1.03%) Jython
Qualifications
1 33 (34.02%) SC Cleared
1 33 (34.02%) Security Cleared
2 17 (17.53%) AWS Certification
3 13 (13.40%) RHCE
3 13 (13.40%) RHCSA
4 1 (1.03%) Computer Science Degree
4 1 (1.03%) Degree
System Software
1 66 (68.04%) Docker
2 13 (13.40%) Active Directory
2 13 (13.40%) Virtual Machines
3 6 (6.19%) HDFS
4 1 (1.03%) VMware Infrastructure
4 1 (1.03%) Xen
Systems Management
1 81 (83.51%) Ansible
2 70 (72.16%) Grafana
3 69 (71.13%) Prometheus
4 66 (68.04%) Kubernetes
5 54 (55.67%) Terraform
6 50 (51.55%) Puppet
7 48 (49.48%) Consul
7 48 (49.48%) Packer
8 44 (45.36%) Opscode Chef
9 38 (39.18%) ZABBIX
10 37 (38.14%) Opsview
11 35 (36.08%) Docker Swarm
12 25 (25.77%) Nagios
13 18 (18.56%) Salt
14 6 (6.19%) Hadoop YARN
15 2 (2.06%) Graylog
15 2 (2.06%) Opsgenie
16 1 (1.03%) Kibana
16 1 (1.03%) logstash
Vendors
1 26 (26.80%) Microsoft
2 13 (13.40%) Red Hat
3 10 (10.31%) Splunk
4 1 (1.03%) Google
4 1 (1.03%) Oracle
4 1 (1.03%) VMware