Period
to 16 February 2019

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 16 February 2019 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 912 1100 943
Rank change year-on-year +188 -157 +156
Permanent jobs citing Graphite 201 110 249
As % of all permanent IT jobs advertised in the UK 0.13% 0.062% 0.14%
As % of the Systems Management category 1.17% 0.68% 1.61%
Number of salaries quoted 105 93 227
UK median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £38,750 £33,750 £33,900
90th Percentile £80,750 £90,000 £76,750
UK excluding London median annual salary £62,500 £52,500 £50,000
% change year-on-year +19.05% +5.00% -

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 17,130 16,263 15,456
As % of all permanent IT jobs advertised in the UK 11.38% 9.24% 8.80%
Number of salaries quoted 13,378 13,129 12,519
UK median annual salary £57,500 £52,500 £51,500
Median salary % change year-on-year +9.52% +1.94% +3.00%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £87,500 £82,500 £80,000
UK excluding London median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +2.22% +4.23%

Graphite
Job Vacancy Trend

Job postings citing Graphite as a percentage of all IT jobs advertised.

Job vacancy trend for Graphite in the UK

Graphite
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Graphite.

Salary trend for Graphite in the UK

Graphite
Salary Histogram

The salary distribution of IT jobs citing Graphite over the 6 months to 16 February 2019.

Salary histogram for Graphite in the UK

Graphite
Top 12 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 16 February 2019. 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 +163 188 £65,000 +8.33% 19
UK excluding London +97 108 £62,500 +19.05% 15
London +87 88 £70,000 -9.68% 5
North of England +62 42 £65,000 +8.33% 5
North West +59 36 £65,000 +73.33% 4
East of England +31 24 £62,500 +56.25%
South East - 14 £42,500 - 5
Scotland +20 13 £42,500 -8.11% 1
Midlands +46 12 £70,000 +55.56% 2
West Midlands +38 12 £70,000 +55.56% 1
Yorkshire +24 6 £50,000 -16.67% 1
South West +19 3 £45,000 -50.00% 2

For the 6 months to 16 February 2019, 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.

1 180 (89.55%) DevOps
2 163 (81.09%) Docker
3 158 (78.61%) Python
4 155 (77.11%) Amazon AWS
5 146 (72.64%) Ansible
6 142 (70.65%) Microsoft Azure
7 138 (68.66%) Puppet
8 137 (68.16%) Jenkins
9 129 (64.18%) Linux
10 116 (57.71%) Continuous Integration
11 107 (53.23%) Atlassian Bamboo
12 102 (50.75%) Ruby
12 102 (50.75%) Grafana
13 99 (49.25%) Configuration Management
14 97 (48.26%) Git (software)
15 95 (47.26%) Terraform
16 92 (45.77%) Agile Software Development
17 91 (45.27%) Opscode Chef
18 90 (44.78%) Kubernetes
19 82 (40.80%) Open Source
20 78 (38.81%) Elastic Stack
21 77 (38.31%) Consul
21 77 (38.31%) Vagrant
21 77 (38.31%) Nagios
22 75 (37.31%) Microservices
23 74 (36.82%) Packer
24 73 (36.32%) Load Balancing
25 72 (35.82%) Continuous Delivery
26 66 (32.84%) Java
26 66 (32.84%) Subversion

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 28 (13.93%) Elasticsearch
2 19 (9.45%) nginx
3 16 (7.96%) Apache
4 4 (1.99%) IIS
4 4 (1.99%) OpenStack
5 3 (1.49%) Skype for Business
5 3 (1.49%) Tomcat
6 2 (1.00%) Apache Spark
6 2 (1.00%) Cloud Foundry
7 1 (0.50%) CloudStack
Applications
1 6 (2.99%) Snapchat
Cloud Services
1 155 (77.11%) Amazon AWS
2 142 (70.65%) Microsoft Azure
3 48 (23.88%) Google Cloud Platform
4 47 (23.38%) GitHub
5 40 (19.90%) Cloud Computing
6 26 (12.94%) CloudBees
7 13 (6.47%) IBM Cloud
8 7 (3.48%) OpenShift
9 5 (2.49%) AWS CloudFormation
9 5 (2.49%) Slack
10 4 (1.99%) AWS Lambda
10 4 (1.99%) Serverless
11 3 (1.49%) Datadog
12 2 (1.00%) Amazon EMR
13 1 (0.50%) Amazon EC2
13 1 (0.50%) Amazon ElastiCache
13 1 (0.50%) Amazon ELB
13 1 (0.50%) Amazon S3
13 1 (0.50%) CloudFront
13 1 (0.50%) Route 53
Communications & Networking
1 49 (24.38%) Firewall
2 34 (16.92%) VPN
3 5 (2.49%) Internet
4 4 (1.99%) DHCP
4 4 (1.99%) DNS
4 4 (1.99%) Network Security
5 3 (1.49%) Skype
5 3 (1.49%) VoIP
6 2 (1.00%) BGP
6 2 (1.00%) IPsec
6 2 (1.00%) LAN
6 2 (1.00%) TCP/IP
7 1 (0.50%) EIGRP
7 1 (0.50%) HTTP
7 1 (0.50%) IPv4
7 1 (0.50%) IPv6
7 1 (0.50%) MPLS
7 1 (0.50%) OSPF
7 1 (0.50%) SSH
7 1 (0.50%) Wireless
Database & Business Intelligence
1 35 (17.41%) NoSQL
2 24 (11.94%) Redis
3 16 (7.96%) MongoDB
4 14 (6.97%) MySQL
5 11 (5.47%) Big Data
6 10 (4.98%) PostgreSQL
7 8 (3.98%) Apache Cassandra
8 5 (2.49%) SQL Server
9 4 (1.99%) Amazon DynamoDB
9 4 (1.99%) Couchbase
10 3 (1.49%) Blockchain
10 3 (1.49%) Hadoop
10 3 (1.49%) InfluxDB
10 3 (1.49%) Relational Database
11 2 (1.00%) Amazon RDS
11 2 (1.00%) Amazon Redshift
11 2 (1.00%) OpenTSDB
11 2 (1.00%) Parquet
12 1 (0.50%) MariaDB
12 1 (0.50%) TokuMX
Development Applications
1 137 (68.16%) Jenkins
2 107 (53.23%) Atlassian Bamboo
3 97 (48.26%) Git (software)
4 77 (38.31%) Vagrant
5 66 (32.84%) Subversion
6 62 (30.85%) TeamCity
7 48 (23.88%) Octopus Deploy
8 47 (23.38%) GitLab
9 42 (20.90%) Travis CI
10 37 (18.41%) GoCD
11 32 (15.92%) Hudson
12 29 (14.43%) JIRA
12 29 (14.43%) Team Foundation Server
13 26 (12.94%) ClearCase
13 26 (12.94%) HP UFT
13 26 (12.94%) Selenium
14 15 (7.46%) Artifactory
14 15 (7.46%) Sonatype Nexus
15 11 (5.47%) Maven
16 5 (2.49%) Cucumber
General
1 11 (5.47%) Finance
2 8 (3.98%) Banking
2 8 (3.98%) Telecoms
3 4 (1.99%) Games
Job Titles
1 84 (41.79%) DevOps Engineer
2 42 (20.90%) Platform Engineer
3 27 (13.43%) Consultant
3 27 (13.43%) Developer
4 26 (12.94%) Automation Consultant
4 26 (12.94%) IT Consultant
5 23 (11.44%) AWS DevOps
6 18 (8.96%) .NET Developer
7 16 (7.96%) Senior DevOps
8 15 (7.46%) Senior DevOps Engineer
9 13 (6.47%) Software Engineer
10 12 (5.97%) AWS Engineer
10 12 (5.97%) Senior Developer
11 10 (4.98%) Senior .NET Developer
12 8 (3.98%) C# Developer
13 7 (3.48%) Graduate
14 6 (2.99%) AWS DevOps Engineer
14 6 (2.99%) JavaScript Engineer
14 6 (2.99%) Operations Engineer
14 6 (2.99%) Ruby Engineer
Libraries, Frameworks & Software Standards
1 78 (38.81%) Elastic Stack
2 43 (21.39%) RabbitMQ
3 25 (12.44%) .NET
4 24 (11.94%) AngularJS
4 24 (11.94%) Sensu
5 13 (6.47%) Kafka
6 12 (5.97%) React
7 9 (4.48%) .NET Core
8 7 (3.48%) CSS
8 7 (3.48%) HTML
9 6 (2.99%) Ruby on Rails
10 5 (2.49%) LAPP Stack
10 5 (2.49%) LEMP Stack
10 5 (2.49%) Node.js
11 4 (1.99%) LAMP
11 4 (1.99%) LDAP
12 3 (1.49%) Web Services
13 2 (1.00%) ASP.NET
13 2 (1.00%) ASP.NET MVC
13 2 (1.00%) PostGIS
Miscellaneous
1 28 (13.93%) Distributed Denial-of-Service
2 16 (7.96%) Analytical Skills
3 14 (6.97%) Public Cloud
4 10 (4.98%) Data Centre
5 8 (3.98%) Mainframe
6 7 (3.48%) NHS
7 6 (2.99%) Algorithms
7 6 (2.99%) Blog
7 6 (2.99%) Data Structures
8 5 (2.49%) Self-Motivation
9 1 (0.50%) Hybrid Cloud
9 1 (0.50%) Management Information System
9 1 (0.50%) Mobile App
9 1 (0.50%) Online Gambling
9 1 (0.50%) Private Cloud
9 1 (0.50%) Spread Betting
Operating Systems
1 129 (64.18%) Linux
2 49 (24.38%) Red Hat Enterprise Linux
3 41 (20.40%) Windows
4 36 (17.91%) CentOS
5 34 (16.92%) Unix
6 26 (12.94%) CoreOS
7 6 (2.99%) Mac OS
7 6 (2.99%) SmartOS
8 3 (1.49%) VMS
8 3 (1.49%) Windows Server
9 2 (1.00%) Debian
9 2 (1.00%) Ubuntu
Processes & Methodologies
1 180 (89.55%) DevOps
2 116 (57.71%) Continuous Integration
3 99 (49.25%) Configuration Management
4 92 (45.77%) Agile Software Development
5 82 (40.80%) Open Source
6 75 (37.31%) Microservices
7 73 (36.32%) Load Balancing
8 72 (35.82%) Continuous Delivery
9 59 (29.35%) High Availability
10 56 (27.86%) IT Strategy
11 55 (27.36%) User-Centered Design (UCD)
12 40 (19.90%) Mentoring
13 37 (18.41%) SDLC
14 31 (15.42%) Process Improvement
15 30 (14.93%) SIEM
16 29 (14.43%) Decision-Making
17 27 (13.43%) E-Procurement
17 27 (13.43%) Mathematics
17 27 (13.43%) Software Engineering
18 22 (10.95%) Computer Science
Programming Languages
1 158 (78.61%) Python
2 102 (50.75%) Ruby
3 66 (32.84%) Java
4 51 (25.37%) SQL
5 43 (21.39%) Go
6 36 (17.91%) Bash Shell
7 34 (16.92%) PowerShell
8 28 (13.93%) C#
9 17 (8.46%) Groovy
10 16 (7.96%) JavaScript
11 13 (6.47%) TypeScript
12 10 (4.98%) Perl
13 7 (3.48%) C++
14 6 (2.99%) C
15 5 (2.49%) PHP
16 2 (1.00%) CoffeeScript
16 2 (1.00%) F#
16 2 (1.00%) Scala
Qualifications
1 35 (17.41%) RHCE
1 35 (17.41%) RHCSA
2 27 (13.43%) AWS Certification
3 23 (11.44%) Degree
4 18 (8.96%) Computer Science Degree
5 6 (2.99%) Security Cleared
6 1 (0.50%) Master's Degree
6 1 (0.50%) SC Cleared
Quality Assurance & Compliance
1 11 (5.47%) QA
System Software
1 163 (81.09%) Docker
2 4 (1.99%) etcd
2 4 (1.99%) SkyDNS
2 4 (1.99%) Varnish
2 4 (1.99%) Virtual Machines
2 4 (1.99%) Xen
3 3 (1.49%) Active Directory
3 3 (1.49%) Hyper-V
3 3 (1.49%) iptables
3 3 (1.49%) VirtualBox
3 3 (1.49%) VMware ESXi
3 3 (1.49%) VMware Infrastructure
4 2 (1.00%) HDFS
5 1 (0.50%) Gluster
5 1 (0.50%) LXC
5 1 (0.50%) NFS
Systems Management
1 146 (72.64%) Ansible
2 138 (68.66%) Puppet
3 102 (50.75%) Grafana
4 95 (47.26%) Terraform
5 91 (45.27%) Opscode Chef
6 90 (44.78%) Kubernetes
7 77 (38.31%) Consul
7 77 (38.31%) Nagios
8 74 (36.82%) Packer
9 55 (27.36%) Docker Swarm
9 55 (27.36%) Prometheus
10 40 (19.90%) Salt
11 37 (18.41%) Opsview
12 36 (17.91%) ZABBIX
13 26 (12.94%) Automic
14 23 (11.44%) HAProxy
15 15 (7.46%) Icinga
16 12 (5.97%) rkt
17 10 (4.98%) Kibana
18 8 (3.98%) logstash
Vendors
1 47 (23.38%) Microsoft
2 38 (18.91%) Red Hat
3 33 (16.42%) Google
4 26 (12.94%) AppDynamics
4 26 (12.94%) XebiaLabs
5 16 (7.96%) VMware
6 11 (5.47%) Splunk
7 10 (4.98%) New Relic
8 9 (4.48%) Dynatrace
9 8 (3.98%) MKS
10 6 (2.99%) comScore
11 3 (1.49%) Atlassian
11 3 (1.49%) Centreon
11 3 (1.49%) PagerDuty
12 2 (1.00%) Rackspace
13 1 (0.50%) Citrix
13 1 (0.50%) F5
13 1 (0.50%) Kaspersky
13 1 (0.50%) Qualys
13 1 (0.50%) SolarWinds