Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 September 2019

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of AppDynamics products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited AppDynamics over the 6 months to 17 September 2019 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within AppDynamics, Inc.

AppDynamics
UK
6 months to
17 Sep 2019		 Same period 2018 Same period 2017
Rank 797 837 934
Rank change year-on-year +40 +97 +169
Permanent jobs citing AppDynamics 295 349 269
As % of all permanent IT jobs advertised in the UK 0.21% 0.21% 0.15%
As % of the Vendors category 0.49% 0.49% 0.34%
Number of salaries quoted 135 137 180
UK median annual salary £63,451 £70,000 £60,000
Median salary % change year-on-year -9.36% +16.67% +4.35%
10th Percentile £43,500 £38,496 £33,750
90th Percentile £87,500 £93,750 £107,500
UK excluding London median annual salary £60,000 £50,000 £42,500
% change year-on-year +20.00% +17.65% +6.25%

AppDynamics is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 60,730 71,946 78,248
As % of all permanent IT jobs advertised in the UK 42.81% 43.11% 44.68%
Number of salaries quoted 46,199 55,647 60,550
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,000 £26,250
90th Percentile £82,500 £78,750 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

AppDynamics
Job Vacancy Trend

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

Job vacancy trend for AppDynamics in the UK

AppDynamics
Salary Trend

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

Salary trend for AppDynamics in the UK

AppDynamics
Salary Histogram

The salary distribution of IT jobs citing AppDynamics over the 6 months to 17 September 2019.

Salary histogram for AppDynamics in the UK

AppDynamics
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AppDynamics within the UK over the 6 months to 17 September 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 +38 278 £65,000 -7.14% 30
London +63 203 £68,000 -6.21% 26
UK excluding London +24 85 £60,000 +20.00% 6
North of England +31 38 £57,500 +17.35% 1
Yorkshire +7 21 £52,500 +31.25% 1
South East +51 18 £70,000 +33.33% 2
North West +32 17 £58,750 +19.90%
Scotland +20 15 £50,720 +9.08% 1
Midlands +41 11 £62,500 -1.96% 1
West Midlands +29 7 - -
East Midlands +25 4 £62,500 - 1
East of England +19 2 £42,500 -27.66%
Wales +14 1 - -

For the 6 months to 17 September 2019, IT jobs citing AppDynamics 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 AppDynamics.

1 166 (56.27%) DevOps
2 153 (51.86%) Agile Software Development
3 130 (44.07%) Linux
4 124 (42.03%) AWS
5 122 (41.36%) Ansible
6 119 (40.34%) SDLC
6 119 (40.34%) Splunk
6 119 (40.34%) Python
7 116 (39.32%) Docker
8 114 (38.64%) Java
9 101 (34.24%) Opscode Chef
10 90 (30.51%) Finance
11 88 (29.83%) PowerShell
12 87 (29.49%) Microservices
13 86 (29.15%) Windows
14 83 (28.14%) Continuous Delivery
14 83 (28.14%) Jenkins
15 79 (26.78%) Continuous Integration
16 76 (25.76%) Azure
17 74 (25.08%) Kubernetes
18 70 (23.73%) Puppet
19 69 (23.39%) Terraform
20 66 (22.37%) SQL
20 66 (22.37%) ITIL
21 62 (21.02%) New Relic
22 61 (20.68%) Oracle
22 61 (20.68%) Banking
22 61 (20.68%) Problem-Solving
23 58 (19.66%) Octopus Deploy
24 57 (19.32%) Prometheus

AppDynamics
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 35 (11.86%) Elasticsearch
2 22 (7.46%) Confluence
3 15 (5.08%) IIS
4 14 (4.75%) Cloud Foundry
5 11 (3.73%) Oracle Workflow
6 10 (3.39%) Tomcat
7 7 (2.37%) Exchange Server 2010
7 7 (2.37%) MS Exchange
7 7 (2.37%) Mule
7 7 (2.37%) WebSphere
8 6 (2.03%) WebSphere Application Server
9 4 (1.36%) JBoss
9 4 (1.36%) WebLogic
10 3 (1.02%) Apache
10 3 (1.02%) Apache Spark
10 3 (1.02%) Drupal
11 2 (0.68%) Anypoint
12 1 (0.34%) Adobe Experience Manager
12 1 (0.34%) IBM HTTP Server
12 1 (0.34%) OpenStack
Applications
1 7 (2.37%) Chatbot
Business Applications
1 7 (2.37%) Dynamics CRM
1 7 (2.37%) Salesforce.com CRM
2 1 (0.34%) Dynamics GP
2 1 (0.34%) Revive Adserver
Cloud Services
1 124 (42.03%) AWS
2 76 (25.76%) Azure
3 46 (15.59%) GCP
4 35 (11.86%) Datadog
5 33 (11.19%) Amazon EC2
6 32 (10.85%) GitHub
7 27 (9.15%) AWS CloudFormation
8 25 (8.47%) CloudBees
9 24 (8.14%) Sumo Logic
10 21 (7.12%) AWS Lambda
10 21 (7.12%) Serverless
11 16 (5.42%) Amazon CloudWatch
11 16 (5.42%) SaaS
12 15 (5.08%) Amazon S3
12 15 (5.08%) Virtual Private Cloud
13 12 (4.07%) PaaS
14 10 (3.39%) IaaS
15 7 (2.37%) Office 365
16 6 (2.03%) Cloud Computing
16 6 (2.03%) Slack
Communications & Networking
1 18 (6.10%) DNS
2 15 (5.08%) DHCP
3 10 (3.39%) Calico
4 7 (2.37%) Internet
4 7 (2.37%) Network Security
5 5 (1.69%) Reverse Proxy
5 5 (1.69%) WAN
6 3 (1.02%) Firewall
6 3 (1.02%) LAN
6 3 (1.02%) SAN
6 3 (1.02%) Software-Defined Networking
6 3 (1.02%) Unified Communications
7 2 (0.68%) AMQP
7 2 (0.68%) Cisco Nexus
7 2 (0.68%) HTTP
7 2 (0.68%) HTTPS
7 2 (0.68%) IPsec
7 2 (0.68%) MPLS
7 2 (0.68%) VPN
7 2 (0.68%) Wi-Fi
Database & Business Intelligence
1 18 (6.10%) Amazon RDS
2 10 (3.39%) SQL Server
3 6 (2.03%) NoSQL
4 5 (1.69%) Apache Cassandra
4 5 (1.69%) Oracle Database
4 5 (1.69%) Redis
4 5 (1.69%) Relational Database
5 4 (1.36%) Amazon DynamoDB
5 4 (1.36%) Oracle Database 11g
5 4 (1.36%) Oracle Database 12c
5 4 (1.36%) SQL Server 2012
5 4 (1.36%) SQL Server 2016
6 3 (1.02%) Crystal Reports
7 2 (0.68%) Azure SQL Database
7 2 (0.68%) JasperReports
8 1 (0.34%) Apache Hive
8 1 (0.34%) Apache Kudu
8 1 (0.34%) Big Data
8 1 (0.34%) Impala
8 1 (0.34%) MongoDB
Development Applications
1 83 (28.14%) Jenkins
2 58 (19.66%) Octopus Deploy
3 56 (18.98%) Git (software)
4 53 (17.97%) JIRA
5 50 (16.95%) Selenium
6 41 (13.90%) TeamCity
7 34 (11.53%) IBM UrbanCode
8 31 (10.51%) Atlassian Bamboo
9 27 (9.15%) Team Foundation Server
10 26 (8.81%) GoCD
10 26 (8.81%) Vagrant
11 25 (8.47%) ClearCase
11 25 (8.47%) HP UFT
11 25 (8.47%) Subversion
11 25 (8.47%) Travis CI
12 23 (7.80%) Sonatype Nexus
13 21 (7.12%) Maven
14 19 (6.44%) Cucumber
15 14 (4.75%) Mockito
16 12 (4.07%) CircleCI
General
1 90 (30.51%) Finance
2 61 (20.68%) Banking
3 10 (3.39%) Retail
4 7 (2.37%) Retail Banking
5 5 (1.69%) Games
6 4 (1.36%) Public Sector
7 3 (1.02%) Marketing
8 2 (0.68%) Arabic Language
8 2 (0.68%) French Language
8 2 (0.68%) German Language
8 2 (0.68%) Portuguese Language
8 2 (0.68%) Russian Language
8 2 (0.68%) Spanish Language
9 1 (0.34%) Financial Institution
9 1 (0.34%) Legal
9 1 (0.34%) Telecoms
Job Titles
1 81 (27.46%) DevOps Engineer
2 48 (16.27%) Senior DevOps
3 46 (15.59%) Senior DevOps Engineer
4 44 (14.92%) Applications Support
5 39 (13.22%) Applications Manager
5 39 (13.22%) Applications Support Manager
5 39 (13.22%) Developer
5 39 (13.22%) Support Manager
6 35 (11.86%) Consultant
7 32 (10.85%) Service Support Manager
8 29 (9.83%) Monitoring Engineer
9 26 (8.81%) Automation Consultant
10 25 (8.47%) IT Consultant
10 25 (8.47%) Software Engineer
11 18 (6.10%) ServiceNow Developer
12 10 (3.39%) Architect
13 9 (3.05%) Analyst
14 7 (2.37%) Software Developer
15 6 (2.03%) Lead DevOps
15 6 (2.03%) Senior Developer
Libraries, Frameworks & Software Standards
1 39 (13.22%) IBM Integration Bus
2 23 (7.80%) Elastic Stack
2 23 (7.80%) Kafka
3 21 (7.12%) Node.js
4 20 (6.78%) REST
5 15 (5.08%) Web Services
6 13 (4.41%) HTML
7 12 (4.07%) JSON
8 10 (3.39%) HTML5
8 10 (3.39%) RESTful
8 10 (3.39%) SOAP
8 10 (3.39%) Spring Boot
9 9 (3.05%) Spring
10 7 (2.37%) XML
11 6 (2.03%) React
12 5 (1.69%) Express
12 5 (1.69%) Regular Expression
13 4 (1.36%) Akka
13 4 (1.36%) CSS
14 3 (1.02%) JMS
Miscellaneous
1 50 (16.95%) Analytical Skills
2 39 (13.22%) iSeries
3 26 (8.81%) Mobile Banking
3 26 (8.81%) Public Cloud
4 19 (6.44%) Data Centre
4 19 (6.44%) Mobile App
5 13 (4.41%) Private Cloud
5 13 (4.41%) User Experience
6 9 (3.05%) Online Banking
6 9 (3.05%) Self-Motivation
7 6 (2.03%) New Media
7 6 (2.03%) Video on Demand
7 6 (2.03%) Video\Live Streaming
8 5 (1.69%) Blog
8 5 (1.69%) Management Information System
9 3 (1.02%) Enterprise Software
9 3 (1.02%) Fat Client
9 3 (1.02%) Mainframe
9 3 (1.02%) Thin Client
10 2 (0.68%) Cloud Native
Operating Systems
1 130 (44.07%) Linux
2 86 (29.15%) Windows
3 39 (13.22%) Unix
4 25 (8.47%) CoreOS
5 19 (6.44%) Windows Server
6 18 (6.10%) VMS
7 7 (2.37%) Apple iOS
8 2 (0.68%) Android
8 2 (0.68%) Red Hat Enterprise Linux
9 1 (0.34%) zOS
Processes & Methodologies
1 166 (56.27%) DevOps
2 153 (51.86%) Agile Software Development
3 119 (40.34%) SDLC
4 87 (29.49%) Microservices
5 83 (28.14%) Continuous Delivery
6 79 (26.78%) Continuous Integration
7 66 (22.37%) ITIL
8 61 (20.68%) Problem-Solving
9 51 (17.29%) Infrastructure as Code
9 51 (17.29%) Performance Monitoring
10 50 (16.95%) Software Engineering
11 45 (15.25%) Application Performance Monitoring
12 44 (14.92%) Scrum
13 41 (13.90%) Process Improvement
14 39 (13.22%) B2B
14 39 (13.22%) B2C
15 32 (10.85%) Blue-Green Deployment
15 32 (10.85%) Canary Deployment
15 32 (10.85%) Stakeholder Management
16 30 (10.17%) Site Reliability Engineering
Programming Languages
1 119 (40.34%) Python
2 114 (38.64%) Java
3 88 (29.83%) PowerShell
4 66 (22.37%) SQL
5 52 (17.63%) Bash Shell
5 52 (17.63%) Ruby
6 39 (13.22%) PL/SQL
7 23 (7.80%) Shell Script
8 22 (7.46%) JavaScript
9 14 (4.75%) Java 8
10 13 (4.41%) Perl
11 12 (4.07%) Kotlin
12 10 (3.39%) C#
13 7 (2.37%) Apple Swift
14 5 (1.69%) C
14 5 (1.69%) Go
15 4 (1.36%) Scala
15 4 (1.36%) T-SQL
16 3 (1.02%) C++
16 3 (1.02%) PHP
Qualifications
1 40 (13.56%) Degree
2 26 (8.81%) Computer Science Degree
3 15 (5.08%) AWS Certification
3 15 (5.08%) Network+ Certification
4 9 (3.05%) ITIL Certification
5 4 (1.36%) CCIE
5 4 (1.36%) CCNP
5 4 (1.36%) Cisco Certification
5 4 (1.36%) VMware Certified Professional (VCP)
6 3 (1.02%) APMP
6 3 (1.02%) Security Cleared
7 2 (0.68%) CCDP
7 2 (0.68%) CCMSE
7 2 (0.68%) CCSA
7 2 (0.68%) CCSE
7 2 (0.68%) JNCIE
8 1 (0.34%) ISTQB
8 1 (0.34%) ISTQB Advanced Certification
8 1 (0.34%) SC Cleared
Quality Assurance & Compliance
1 11 (3.73%) SLA
2 8 (2.71%) QA
3 2 (0.68%) ISO 15022
3 2 (0.68%) ISO 20022
3 2 (0.68%) NCSC
4 1 (0.34%) FedRAMP
4 1 (0.34%) GDPR
System Software
1 116 (39.32%) Docker
2 22 (7.46%) Active Directory
3 15 (5.08%) VMware Infrastructure
4 11 (3.73%) vCloud
5 8 (2.71%) Hyper-V
6 5 (1.69%) Apache ZooKeeper
6 5 (1.69%) etcd
7 4 (1.36%) vSphere
8 3 (1.02%) Citrix Hypervisor
8 3 (1.02%) XenApp
9 1 (0.34%) Apache Flume
9 1 (0.34%) OpenAM
Systems Management
1 122 (41.36%) Ansible
2 101 (34.24%) Opscode Chef
3 74 (25.08%) Kubernetes
4 70 (23.73%) Puppet
5 69 (23.39%) Terraform
6 57 (19.32%) Prometheus
7 38 (12.88%) Nagios
8 28 (9.49%) Kibana
9 27 (9.15%) Tivoli
10 25 (8.47%) Automic
10 25 (8.47%) Graphite
10 25 (8.47%) Rancher
11 22 (7.46%) Packer
12 20 (6.78%) Grafana
13 13 (4.41%) logstash
14 11 (3.73%) vCenter Server
15 10 (3.39%) Istio
16 6 (2.03%) SCOM
17 5 (1.69%) Consul
18 3 (1.02%) BMC PATROL
Vendors
1 119 (40.34%) Splunk
2 62 (21.02%) New Relic
3 61 (20.68%) Oracle
4 46 (15.59%) IBM
5 39 (13.22%) Informatica
5 39 (13.22%) Salesforce.com
5 39 (13.22%) ServiceNow
6 34 (11.53%) BMC
7 31 (10.51%) Google
8 30 (10.17%) CyberArk
9 29 (9.83%) Microsoft
10 28 (9.49%) Dynatrace
11 27 (9.15%) VMware
12 25 (8.47%) CA
12 25 (8.47%) Citrix
12 25 (8.47%) PagerDuty
12 25 (8.47%) XebiaLabs
13 21 (7.12%) Moogsoft
13 21 (7.12%) Nimsoft
13 21 (7.12%) WorldPay