Period
to 7 April 2020

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Artifactory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artifactory over the 6 months to 7 April 2020 with a comparison to the same period in the previous 2 years.

JFrog Artifactory
England > London
6 months to
7 Apr 2020
Same period 2019 Same period 2018
Rank 517 626 747
Rank change year-on-year +109 +121 -13
Permanent jobs citing Artifactory 164 141 99
As % of all permanent jobs advertised in London 0.35% 0.23% 0.14%
As % of the Development Applications category 1.81% 1.20% 0.69%
Number of salaries quoted 125 138 70
Median annual salary £110,000 £85,000 £76,250
Median salary % change year-on-year +29.41% +11.48% +12.96%
10th Percentile £67,500 £31,250 £47,250
90th Percentile £164,500 £121,250 £100,000
England median annual salary £77,500 £85,000 £60,000
% change year-on-year -8.82% +41.67% -

Artifactory is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for development application skills.

All Development Application Skills
London
Permanent vacancies with a requirement for development application skills 9,064 11,735 14,262
As % of all permanent IT jobs advertised in London 19.11% 19.13% 20.29%
Number of salaries quoted 7,020 9,312 11,636
Median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £42,500 £38,775 £37,500
90th Percentile £95,000 £91,250 £86,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Artifactory
Job Vacancy Trend in London

Job postings citing Artifactory as a proportion of all IT jobs advertised in London.

Job vacancy trend for Artifactory in London

Artifactory
Salary Trend in London

3-month moving average salary quoted in jobs citing Artifactory in London.

Salary trend for Artifactory in London

Artifactory
Salary Histogram in London

Salary distribution for jobs citing Artifactory in London over the 6 months to 7 April 2020.

Salary histogram for Artifactory in London

Artifactory
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artifactory within the London region over the 6 months to 7 April 2020. 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
Central London +73 34 £70,000 -33.33% 6
West London +16 2 £65,000 +8.33%
South London +4 1 - - 3
Artifactory
England

For the 6 months to 7 April 2020, IT jobs citing Artifactory 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 London region with a requirement for Artifactory.

1 135 (82.32%) Docker
2 131 (79.88%) Java
3 128 (78.05%) AWS
4 123 (75.00%) Python
5 114 (69.51%) Agile Software Development
6 106 (64.63%) Finance
7 102 (62.20%) Kubernetes
8 99 (60.37%) Microservices
9 95 (57.93%) SQL
9 95 (57.93%) Azure
10 85 (51.83%) DevOps
11 82 (50.00%) Web Services
11 82 (50.00%) Asset Management
12 79 (48.17%) Open Source
13 77 (46.95%) OpenShift
14 75 (45.73%) Greenfield Project
14 75 (45.73%) Jenkins
15 74 (45.12%) Decision-Making
16 72 (43.90%) Fixed Income
17 71 (43.29%) Front Office
17 71 (43.29%) JavaScript
18 70 (42.68%) Analytics
18 70 (42.68%) R
18 70 (42.68%) Public Cloud
19 69 (42.07%) Git (software)
20 68 (41.46%) GCP
21 65 (39.63%) AngularJS
22 61 (37.20%) Hedge funds
23 60 (36.59%) Scrum
24 59 (35.98%) Terraform

Artifactory
Co-occurring IT Skills in London 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 13 (7.93%) Tomcat
2 11 (6.71%) Apache
2 11 (6.71%) Confluence
3 10 (6.10%) SAS
4 9 (5.49%) IIS
5 4 (2.44%) Adobe Experience Manager
5 4 (2.44%) Apache Spark
6 2 (1.22%) CMS
6 2 (1.22%) Jupyter
7 1 (0.61%) Cloud Foundry
7 1 (0.61%) Elasticsearch
Cloud Services
1 128 (78.05%) AWS
2 95 (57.93%) Azure
3 77 (46.95%) OpenShift
4 68 (41.46%) GCP
5 39 (23.78%) Amazon EC2
6 37 (22.56%) Amazon ECS
6 37 (22.56%) AWS Lambda
6 37 (22.56%) Serverless
7 29 (17.68%) Amazon SQS
7 29 (17.68%) AWS CloudFormation
8 25 (15.24%) Amazon S3
9 16 (9.76%) Amazon EKS
9 16 (9.76%) Slack
10 9 (5.49%) npm
11 7 (4.27%) Apigee
12 4 (2.44%) Amazon Kinesis
12 4 (2.44%) CloudFront
12 4 (2.44%) SaaS
13 3 (1.83%) GitHub
13 3 (1.83%) PaaS
Communications & Networking
1 11 (6.71%) DNS
1 11 (6.71%) SSL
1 11 (6.71%) TCP/IP
2 9 (5.49%) Firewall
3 2 (1.22%) HTTP
3 2 (1.22%) HTTPS
3 2 (1.22%) LAN
3 2 (1.22%) VPN
3 2 (1.22%) WAN
Database & Business Intelligence
1 53 (32.32%) NoSQL
2 40 (24.39%) Amazon Redshift
3 26 (15.85%) Hadoop
4 25 (15.24%) Amazon RDS
5 18 (10.98%) Redis
6 17 (10.37%) MySQL
7 16 (9.76%) InfluxDB
8 14 (8.54%) Pentaho
9 8 (4.88%) Big Data
9 8 (4.88%) PostgreSQL
9 8 (4.88%) SQL Server
10 4 (2.44%) Amazon Aurora
10 4 (2.44%) Amazon DynamoDB
10 4 (2.44%) Apache Cassandra
11 3 (1.83%) Relational Database
12 2 (1.22%) Cosmos DB
12 2 (1.22%) Data Lake
12 2 (1.22%) Impala
12 2 (1.22%) SAS Data Integration Studio
12 2 (1.22%) SAS Visual Analytics
Development Applications
1 75 (45.73%) Jenkins
2 69 (42.07%) Git (software)
3 42 (25.61%) JIRA
4 40 (24.39%) Bitbucket
5 32 (19.51%) Maven
6 28 (17.07%) GitLab
7 16 (9.76%) TeamCity
8 13 (7.93%) Ant
9 12 (7.32%) Octopus Deploy
10 11 (6.71%) JUnit
11 9 (5.49%) Bower
11 9 (5.49%) Chocolatey
11 9 (5.49%) MSBuild
11 9 (5.49%) SonarQube
11 9 (5.49%) Team Foundation Server
11 9 (5.49%) TestRail
11 9 (5.49%) Visual Studio Team System
11 9 (5.49%) Zephyr
12 7 (4.27%) Gradle
12 7 (4.27%) Sonatype Nexus
General
1 106 (64.63%) Finance
2 71 (43.29%) Front Office
3 12 (7.32%) Banking
4 4 (2.44%) Marketing
5 3 (1.83%) Financial Institution
5 3 (1.83%) Games
5 3 (1.83%) Retail
6 2 (1.22%) Automotive
6 2 (1.22%) Manufacturing
6 2 (1.22%) Public Sector
Job Titles
1 41 (25.00%) Developer
2 31 (18.90%) Software Engineer
3 30 (18.29%) Architect
4 27 (16.46%) Lead Architect
5 25 (15.24%) AWS Engineer
6 24 (14.63%) Developer/Software Engineer
6 24 (14.63%) Senior Software Engineer
7 23 (14.02%) Head of Engineering
7 23 (14.02%) Head of Finance
7 23 (14.02%) Solutions Architect
8 22 (13.41%) AWS Software Engineer
8 22 (13.41%) Senior Developer
9 21 (12.80%) AWS Developer
9 21 (12.80%) Lead Solutions Architect
9 21 (12.80%) Python Developer
9 21 (12.80%) Python Engineer
9 21 (12.80%) Python Software Engineer
9 21 (12.80%) Senior Python Developer
9 21 (12.80%) Senior Software Developer
10 19 (11.59%) Data Engineer
Libraries, Frameworks & Software Standards
1 82 (50.00%) Web Services
2 65 (39.63%) AngularJS
3 58 (35.37%) React
4 56 (34.15%) .NET
5 54 (32.93%) Node.js
6 26 (15.85%) Kafka
7 25 (15.24%) Elastic Stack
8 17 (10.37%) HTML
8 17 (10.37%) HTML5
9 16 (9.76%) RabbitMQ
10 15 (9.15%) CSS
11 13 (7.93%) LAMP
12 11 (6.71%) Spring
13 8 (4.88%) gRPC
13 8 (4.88%) REST
14 7 (4.27%) CSS3
14 7 (4.27%) Dropwizard
14 7 (4.27%) OAuth
14 7 (4.27%) Swagger
15 5 (3.05%) Redux
Miscellaneous
1 75 (45.73%) Greenfield Project
2 72 (43.90%) Fixed Income
3 70 (42.68%) Public Cloud
4 61 (37.20%) Hedge funds
5 49 (29.88%) Blog
5 49 (29.88%) Derivative
5 49 (29.88%) Equities
5 49 (29.88%) Equity Derivative
6 7 (4.27%) Enterprise Software
7 6 (3.66%) User Experience
8 4 (2.44%) Cloud Native
8 4 (2.44%) PMI
9 2 (1.22%) Management Information System
10 1 (0.61%) Algorithms
10 1 (0.61%) Data Structures
Operating Systems
1 43 (26.22%) Linux
2 19 (11.59%) CentOS
2 19 (11.59%) Unix
3 17 (10.37%) Windows
4 9 (5.49%) Windows Server
5 4 (2.44%) Android
5 4 (2.44%) Apple iOS
5 4 (2.44%) Embedded Linux
6 3 (1.83%) CoreOS
Processes & Methodologies
1 114 (69.51%) Agile Software Development
2 99 (60.37%) Microservices
3 85 (51.83%) DevOps
4 82 (50.00%) Asset Management
5 79 (48.17%) Open Source
6 74 (45.12%) Decision-Making
7 70 (42.68%) Analytics
8 60 (36.59%) Scrum
9 58 (35.37%) Migration
10 57 (34.76%) Data Analytics
11 56 (34.15%) Investment Management
12 54 (32.93%) Wealth Management
13 49 (29.88%) Portfolio Management
14 47 (28.66%) Software Engineering
15 27 (16.46%) Mentoring
16 22 (13.41%) Continuous Integration
17 19 (11.59%) Infrastructure as Code
18 18 (10.98%) Configuration Management
18 18 (10.98%) SDLC
19 16 (9.76%) Continuous Improvement
Programming Languages
1 131 (79.88%) Java
2 123 (75.00%) Python
3 95 (57.93%) SQL
4 71 (43.29%) JavaScript
5 70 (42.68%) R
6 51 (31.10%) C++
7 16 (9.76%) Bash Shell
7 16 (9.76%) PL/SQL
8 15 (9.15%) C#
9 12 (7.32%) T-SQL
10 9 (5.49%) C
10 9 (5.49%) PowerShell
10 9 (5.49%) TypeScript
11 6 (3.66%) Java 8
11 6 (3.66%) Scala
12 5 (3.05%) ES6
13 4 (2.44%) Go
13 4 (2.44%) Groovy
13 4 (2.44%) Kotlin
13 4 (2.44%) Objective-C
Qualifications
1 4 (2.44%) OCP
1 4 (2.44%) Oracle Certification
1 4 (2.44%) PMI Certification
2 3 (1.83%) Computer Science Degree
2 3 (1.83%) Degree
2 3 (1.83%) Numerate Degree
2 3 (1.83%) SC Cleared
2 3 (1.83%) Security Cleared
3 2 (1.22%) Microsoft Certification
Quality Assurance & Compliance
1 4 (2.44%) PCI DSS
2 1 (0.61%) QA
System Software
1 135 (82.32%) Docker
2 17 (10.37%) Apache ZooKeeper
3 2 (1.22%) HDFS
Systems Management
1 102 (62.20%) Kubernetes
2 59 (35.98%) Terraform
3 53 (32.32%) Ansible
4 23 (14.02%) Puppet
5 18 (10.98%) Opscode Chef
6 16 (9.76%) Grafana
7 8 (4.88%) Docker Swarm
8 4 (2.44%) Salt
9 3 (1.83%) Kibana
9 3 (1.83%) Prometheus
10 2 (1.22%) Hadoop YARN
10 2 (1.22%) Oozie
11 1 (0.61%) Consul
Vendors
1 20 (12.20%) Oracle
2 17 (10.37%) Red Hat
3 16 (9.76%) Cloudera
4 14 (8.54%) Google
5 10 (6.10%) Atlassian
6 9 (5.49%) Black Duck
6 9 (5.49%) Splunk
7 5 (3.05%) Microsoft
8 4 (2.44%) Adobe
8 4 (2.44%) Hitachi
8 4 (2.44%) Perforce
9 3 (1.83%) Confluent
9 3 (1.83%) Veracode
10 2 (1.22%) Databricks
10 2 (1.22%) DevExpress
10 2 (1.22%) Informatica
10 2 (1.22%) MuleSoft
10 2 (1.22%) Salesforce.com
10 2 (1.22%) StreamSets
10 2 (1.22%) TIBCO