Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Spring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spring over the 6 months to 28 June 2022 with a comparison to the same period in the previous 2 years.

Pivotal Spring Framework
UK > Work from Home
6 months to
28 Jun 2022
Same period 2021 Same period 2020
Rank 93 87 69
Rank change year-on-year -6 -18 -12
Permanent jobs citing Spring 2,865 1,368 375
As % of all permanent jobs with a WFH option 3.70% 3.74% 4.27%
As % of the Libraries, Frameworks & Software Standards category 8.18% 7.66% 8.23%
Number of salaries quoted 1,261 1,085 349
10th Percentile £45,000 £42,350 £38,750
25th Percentile £52,500 £47,500 £45,000
Median annual salary (50th Percentile) £70,000 £60,000 £57,500
Median % change year-on-year +16.67% +4.35% -11.54%
75th Percentile £87,500 £78,750 £72,500
90th Percentile £105,000 £90,000 £83,750
UK median annual salary £72,500 £62,500 £60,000
% change year-on-year +16.00% +4.17% +4.35%

Spring is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Work from Home
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 35,022 17,862 4,557
As % of all permanent jobs with a WFH option 45.25% 48.78% 51.89%
Number of salaries quoted 17,678 13,629 4,021
10th Percentile £39,000 £34,000 £35,000
25th Percentile £46,750 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - -
75th Percentile £82,500 £73,750 £72,500
90th Percentile £95,000 £87,500 £85,000
UK median annual salary £64,500 £57,500 £55,000
% change year-on-year +12.17% +4.55% +4.76%

Spring
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Spring as a proportion of all IT jobs advertised.

Spring trend for jobs with a WFH option

Spring
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Spring.

Spring salary trend for jobs with a WFH option

Spring
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Spring over the 6 months to 28 June 2022.

Spring salary histogram for jobs with a WFH option

For the 6 months to 28 June 2022, Spring job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Spring.

1 2,782 (97.10%) Java
2 1,536 (53.61%) Spring Boot
3 1,434 (50.05%) Agile
4 1,367 (47.71%) Microservices
5 1,314 (45.86%) AWS
6 1,292 (45.10%) Docker
7 1,234 (43.07%) Kubernetes
8 1,162 (40.56%) Software Engineering
9 853 (29.77%) CI/CD
10 815 (28.45%) Kafka
11 782 (27.29%) TDD
12 779 (27.19%) SQL
13 749 (26.14%) JavaScript
14 708 (24.71%) Finance
15 689 (24.05%) Git (software)
16 633 (22.09%) RESTful
17 619 (21.61%) React
18 603 (21.05%) PostgreSQL
19 594 (20.73%) DevOps
20 591 (20.63%) Azure
21 583 (20.35%) Social Skills
22 544 (18.99%) Jenkins
23 538 (18.78%) Scrum
24 511 (17.84%) REST
25 509 (17.77%) AngularJS
26 502 (17.52%) NoSQL
27 472 (16.47%) Continuous Integration
28 457 (15.95%) Test Automation
29 447 (15.60%) Python
30 436 (15.22%) Node.js

Spring
Co-occurring IT Skills with a WFH Option 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
1 150 (5.24%) Apache Solr
2 121 (4.22%) Confluence
3 69 (2.41%) Tomcat
4 66 (2.30%) Apache
5 44 (1.54%) SharePoint
6 37 (1.29%) JBoss
7 30 (1.05%) Cloud Foundry
8 21 (0.73%) Apache Spark
9 20 (0.70%) WebSphere
10 19 (0.66%) Jupyter
11 17 (0.59%) Apache Airflow
12 16 (0.56%) IIS
12 16 (0.56%) WildFly
13 15 (0.52%) IBM Domino
14 14 (0.49%) GlassFish
15 12 (0.42%) Jetty
15 12 (0.42%) MQSeries
15 12 (0.42%) Mule
16 11 (0.38%) nginx
17 9 (0.31%) Apache Pulsar
Applications
1 44 (1.54%) Microsoft Office
2 7 (0.24%) Maple
2 7 (0.24%) Microsoft Excel
3 2 (0.070%) Adobe Premiere
4 1 (0.035%) CATIA
4 1 (0.035%) Chatbot
4 1 (0.035%) InVision
4 1 (0.035%) Sketch
Business Applications
1 22 (0.77%) Oracle BPM
2 21 (0.73%) Payment Gateway
3 19 (0.66%) Distributed Ledger
4 11 (0.38%) R3 Corda
5 8 (0.28%) Academy Revenues and Benefits
5 8 (0.28%) Shopify
6 7 (0.24%) Magento
7 1 (0.035%) ENOVIA
7 1 (0.035%) SAP Hybris
7 1 (0.035%) Teamcenter
Cloud Services
1 1,314 (45.86%) AWS
2 591 (20.63%) Azure
3 405 (14.14%) GCP
4 368 (12.84%) Serverless
5 256 (8.94%) AWS Lambda
6 234 (8.17%) GitHub
7 152 (5.31%) Amazon S3
8 127 (4.43%) SaaS
9 125 (4.36%) Datadog
10 92 (3.21%) Azure DevOps
11 89 (3.11%) Amazon SQS
12 84 (2.93%) Amazon EC2
13 77 (2.69%) Cloud Computing
14 72 (2.51%) Slack
15 71 (2.48%) Azure Functions
16 66 (2.30%) Amazon ECS
17 64 (2.23%) OpenShift
18 49 (1.71%) Amazon EKS
19 41 (1.43%) GitHub Actions
20 36 (1.26%) IaaS
Communications & Networking
1 54 (1.88%) Internet
2 43 (1.50%) HTTP
3 31 (1.08%) Broadband
4 29 (1.01%) Network Security
5 19 (0.66%) SMS
6 18 (0.63%) Firewall
7 11 (0.38%) TCP/IP
7 11 (0.38%) VPN
8 7 (0.24%) AMQP
9 6 (0.21%) DNS
9 6 (0.21%) Reverse Proxy
10 5 (0.17%) RIP
11 4 (0.14%) DHCP
11 4 (0.14%) FTP
11 4 (0.14%) PPP
11 4 (0.14%) WAN
11 4 (0.14%) Wireshark
12 2 (0.070%) LAN
12 2 (0.070%) SD-WAN
12 2 (0.070%) SSL
Database & Business Intelligence
1 603 (21.05%) PostgreSQL
2 502 (17.52%) NoSQL
3 416 (14.52%) MySQL
4 356 (12.43%) Relational Database
5 298 (10.40%) Redis
6 269 (9.39%) Big Data
7 232 (8.10%) MongoDB
8 188 (6.56%) Elasticsearch
9 167 (5.83%) DynamoDB
10 94 (3.28%) SQL Server
11 91 (3.18%) Hadoop
12 86 (3.00%) Amazon Aurora
13 61 (2.13%) RDBMS
14 54 (1.88%) Amazon RDS
15 49 (1.71%) Apache Cassandra
16 48 (1.68%) Hazelcast
17 38 (1.33%) OLAP
18 30 (1.05%) Amazon Redshift
19 26 (0.91%) Oracle Database
20 18 (0.63%) Electronic Patient Records
Development Applications
1 689 (24.05%) Git (software)
2 544 (18.99%) Jenkins
3 412 (14.38%) Maven
4 322 (11.24%) JUnit
5 227 (7.92%) GitLab
6 225 (7.85%) JIRA
7 188 (6.56%) Gradle
8 183 (6.39%) Mockito
9 117 (4.08%) Cucumber
10 91 (3.18%) Selenium
11 70 (2.44%) Bitbucket
12 57 (1.99%) SonarQube
13 56 (1.95%) CircleCI
13 56 (1.95%) Sonatype Nexus
14 51 (1.78%) Atlassian Bamboo
15 45 (1.57%) Mocha
15 45 (1.57%) Protractor
16 42 (1.47%) RSpec
17 37 (1.29%) Jasmine
18 35 (1.22%) Subversion
General
1 708 (24.71%) Finance
2 583 (20.35%) Social Skills
3 335 (11.69%) Banking
4 333 (11.62%) Retail
5 261 (9.11%) Inclusion and Diversity
6 166 (5.79%) Analytical Skills
7 152 (5.31%) Marketing
8 140 (4.89%) Public Sector
9 91 (3.18%) Games
10 88 (3.07%) Law
11 75 (2.62%) Telecoms
12 53 (1.85%) Financial Institution
13 51 (1.78%) Electronics
14 49 (1.71%) Advertising
15 35 (1.22%) Legal
16 31 (1.08%) Manufacturing
17 29 (1.01%) Front Office
18 27 (0.94%) Publishing
18 27 (0.94%) Retail Banking
19 23 (0.80%) Automotive
Job Titles
1 1,455 (50.79%) Developer
2 1,198 (41.82%) Java Developer
3 655 (22.86%) Software Engineer
4 580 (20.24%) Java Engineer
5 562 (19.62%) Senior Developer
6 504 (17.59%) Senior Java Developer
7 305 (10.65%) Java Software Engineer
8 242 (8.45%) Senior Software Engineer
9 154 (5.38%) Senior Java Engineer
10 96 (3.35%) Full Stack Developer
10 96 (3.35%) Senior Java Software Engineer
11 94 (3.28%) Backend Developer
12 84 (2.93%) Technical Leader
13 81 (2.83%) Architect
14 70 (2.44%) Software Developer
15 68 (2.37%) Junior
16 64 (2.23%) Lead Software Engineer
17 60 (2.09%) Lead Developer
18 58 (2.02%) Junior Developer
19 55 (1.92%) Android Engineer
Libraries, Frameworks & Software Standards
1 1,536 (53.61%) Spring Boot
2 815 (28.45%) Kafka
3 633 (22.09%) RESTful
4 619 (21.61%) React
5 511 (17.84%) REST
6 509 (17.77%) AngularJS
7 436 (15.22%) Node.js
8 391 (13.65%) HTML
9 360 (12.57%) Hibernate
10 319 (11.13%) CSS
11 234 (8.17%) Web Services
12 228 (7.96%) .NET
13 218 (7.61%) SOAP
14 217 (7.57%) GraphQL
15 183 (6.39%) RabbitMQ
16 169 (5.90%) HTML5
17 157 (5.48%) XML
18 139 (4.85%) JSON
19 134 (4.68%) Java EE
20 125 (4.36%) gRPC
Miscellaneous
1 178 (6.21%) Cloud Native
2 170 (5.93%) Social Media
3 161 (5.62%) Greenfield Project
4 129 (4.50%) Algorithms
5 127 (4.43%) Public Cloud
6 114 (3.98%) User Experience
6 114 (3.98%) Virtual Team
7 102 (3.56%) Cyberattack
8 87 (3.04%) Social Network
9 84 (2.93%) Data Structures
10 79 (2.76%) Self-Motivation
11 76 (2.65%) Blog
11 76 (2.65%) Enterprise Software
12 70 (2.44%) Mobile App
13 57 (1.99%) Data Centre
14 56 (1.95%) Blockchain
15 49 (1.71%) Cyber Defence
16 35 (1.22%) Cyberthreat
17 34 (1.19%) Foreign Exchange (FX)
18 33 (1.15%) Video Conferencing
Operating Systems
1 383 (13.37%) Linux
2 148 (5.17%) Android
3 112 (3.91%) Windows
4 96 (3.35%) Unix
5 61 (2.13%) Apple iOS
6 42 (1.47%) Ubuntu
7 23 (0.80%) Red Hat Enterprise Linux
8 20 (0.70%) Mac OS
9 12 (0.42%) Mac OS X
10 3 (0.10%) Windows Server
11 2 (0.070%) CentOS
12 1 (0.035%) AIX
12 1 (0.035%) MVS
Processes & Methodologies
1 1,434 (50.05%) Agile
2 1,367 (47.71%) Microservices
3 1,162 (40.56%) Software Engineering
4 853 (29.77%) CI/CD
5 782 (27.29%) TDD
6 594 (20.73%) DevOps
7 538 (18.78%) Scrum
8 472 (16.47%) Continuous Integration
9 457 (15.95%) Test Automation
10 434 (15.15%) Full Stack Development
11 324 (11.31%) BDD
12 316 (11.03%) Mentoring
13 293 (10.23%) Fintech
14 292 (10.19%) OO
15 268 (9.35%) Event-Driven
16 258 (9.01%) Open Source
17 238 (8.31%) Continuous Improvement
18 229 (7.99%) Problem-Solving
19 223 (7.78%) Personalization
20 222 (7.75%) Computer Science
Programming Languages
1 2,782 (97.10%) Java
2 779 (27.19%) SQL
3 749 (26.14%) JavaScript
4 447 (15.60%) Python
5 418 (14.59%) Kotlin
6 409 (14.28%) TypeScript
7 183 (6.39%) C#
8 166 (5.79%) Go
9 133 (4.64%) Scala
10 105 (3.66%) Ruby
11 81 (2.83%) C++
12 80 (2.79%) ES6
13 74 (2.58%) Groovy
14 60 (2.09%) PHP
15 45 (1.57%) PowerShell
16 40 (1.40%) Shell Script
17 36 (1.26%) Bash
18 17 (0.59%) C
19 15 (0.52%) Clojure
20 12 (0.42%) PL/SQL
Qualifications
1 321 (11.20%) Degree
2 162 (5.65%) Security Cleared
3 123 (4.29%) Computer Science Degree
4 122 (4.26%) SC Cleared
5 40 (1.40%) DV Cleared
6 36 (1.26%) AWS Certification
7 25 (0.87%) Numerate Degree
8 23 (0.80%) Master's Degree
9 12 (0.42%) BPSS Clearance
10 10 (0.35%) CTC Cleared
11 5 (0.17%) Microsoft Certification
11 5 (0.17%) PMI Certification
12 2 (0.070%) PhD
12 2 (0.070%) TOGAF Certification
13 1 (0.035%) Chartered Engineer
13 1 (0.035%) DBS Check
13 1 (0.035%) Postgraduate
13 1 (0.035%) SANS
13 1 (0.035%) Sun Certification
Quality Assurance & Compliance
1 336 (11.73%) QA
2 21 (0.73%) GDPR
3 14 (0.49%) Accessibility
4 4 (0.14%) ISO/IEC 27001
4 4 (0.14%) PCI DSS
4 4 (0.14%) SNOMED CT
5 2 (0.070%) Data Quality
5 2 (0.070%) IEC 62304
5 2 (0.070%) ISO 13485
5 2 (0.070%) ISO 9001
6 1 (0.035%) NIST
6 1 (0.035%) NIST 800
6 1 (0.035%) PSD2
6 1 (0.035%) WCAG
System Software
1 1,292 (45.10%) Docker
2 39 (1.36%) Apache ZooKeeper
3 13 (0.45%) Virtual Machines
4 9 (0.31%) Active Directory
5 8 (0.28%) GridGain
6 4 (0.14%) etcd
7 3 (0.10%) Firmware
8 2 (0.070%) Hyper-V
8 2 (0.070%) Postfix
9 1 (0.035%) Citrix Hypervisor
9 1 (0.035%) HDFS
9 1 (0.035%) VMware Infrastructure
Systems Management
1 1,234 (43.07%) Kubernetes
2 305 (10.65%) Terraform
3 150 (5.24%) Ansible
4 104 (3.63%) Opscode Chef
5 77 (2.69%) Docker Swarm
6 76 (2.65%) Puppet
7 62 (2.16%) Prometheus
8 42 (1.47%) Kibana
9 35 (1.22%) Single Sign-On
10 34 (1.19%) Grafana
11 31 (1.08%) Argo
12 18 (0.63%) Kubeflow
13 17 (0.59%) Panaseer
13 17 (0.59%) SCCM
14 15 (0.52%) Consul
15 13 (0.45%) Rancher
16 11 (0.38%) Istio
17 4 (0.14%) Marathon
17 4 (0.14%) Mesos
18 3 (0.10%) logstash
Vendors
1 215 (7.50%) Oracle
2 164 (5.72%) Microsoft
3 119 (4.15%) Twitter
4 98 (3.42%) Google
5 49 (1.71%) Red Hat
6 42 (1.47%) Confluent
6 42 (1.47%) Spotify
7 39 (1.36%) SAP
8 38 (1.33%) Atlassian
9 32 (1.12%) Brandwatch
10 22 (0.77%) Revolut
11 20 (0.70%) Datto
11 20 (0.70%) IBM
11 20 (0.70%) Marin
12 19 (0.66%) Cisco
13 18 (0.63%) New Relic
13 18 (0.63%) Snapchat
13 18 (0.63%) Xamarin
14 17 (0.59%) YouTube
15 15 (0.52%) Funding Circle