Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below looks at the prevalence of the term Banking in permanent job vacancies with an option to work from home (WFH). Included is a benchmarking guide to the salaries offered in vacancies that have cited Banking over the 6 months to 28 May 2022 with a comparison to the same period over the previous 2 years.

Banking
UK > Work from Home
6 months to
28 May 2022		 Same period 2021 Same period 2020
Rank 58 122 129
Rank change year-on-year +64 +7 -15
Permanent jobs citing Banking 3,915 934 222
As % of all permanent jobs with a WFH option 5.34% 2.89% 2.43%
As % of the General category 8.40% 5.69% 5.15%
Number of salaries quoted 1,800 724 170
10th Percentile £41,250 £47,500 £40,556
25th Percentile £56,250 £55,000 £56,250
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% -
75th Percentile £92,500 £87,500 £82,125
90th Percentile £107,500 £107,500 £102,500
UK median annual salary £72,500 £75,000 £75,000
% change year-on-year -3.33% - +11.11%

Banking is in the General Skills 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 common skills.

All General Skills
Work from Home
Permanent vacancies with a requirement for common skills 46,621 16,401 4,310
As % of all permanent jobs with a WFH option 63.61% 50.75% 47.21%
Number of salaries quoted 24,811 12,627 3,497
10th Percentile £35,000 £32,500 £33,750
25th Percentile £45,000 £42,000 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -4.35%
75th Percentile £79,125 £75,000 £75,000
90th Percentile £95,000 £90,000 £90,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Banking
Trend for Jobs with a WFH Option

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

Banking trend for jobs with a WFH option

Banking
Salary Trend for Jobs with a WFH Option

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

Banking salary trend for jobs with a WFH option

Banking
Salary Histogram for Jobs with a WFH Option

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

Banking salary histogram for jobs with a WFH option

For the 6 months to 28 May 2022, Banking 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 Banking.

1 2,678 (68.40%) Finance
2 1,747 (44.62%) Agile
3 1,099 (28.07%) Java
4 1,063 (27.15%) Software Engineering
5 1,044 (26.67%) AWS
6 903 (23.07%) Azure
7 858 (21.92%) SQL
8 853 (21.79%) Fintech
9 781 (19.95%) DevOps
10 766 (19.57%) Social Skills
11 756 (19.31%) Docker
12 707 (18.06%) Python
13 692 (17.68%) Kubernetes
14 689 (17.60%) CI/CD
15 686 (17.52%) GCP
16 673 (17.19%) Microservices
17 633 (16.17%) Inclusion and Diversity
18 631 (16.12%) React
19 624 (15.94%) TDD
20 612 (15.63%) JavaScript
21 528 (13.49%) Test Automation
22 497 (12.69%) Scrum
23 488 (12.46%) Kafka
24 478 (12.21%) Problem-Solving
25 472 (12.06%) Git (software)
26 457 (11.67%) Analytics
27 446 (11.39%) Full Stack Development
28 422 (10.78%) C#
29 415 (10.60%) Terraform
30 403 (10.29%) Jenkins

Banking
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
1 132 (3.37%) Confluence
2 106 (2.71%) SAS
3 98 (2.50%) Apache Spark
4 62 (1.58%) Apache Airflow
5 60 (1.53%) CMS
6 47 (1.20%) Tomcat
7 37 (0.95%) Hyperledger
8 31 (0.79%) IIS
9 27 (0.69%) SharePoint
10 25 (0.64%) Cloud Foundry
11 23 (0.59%) WebSphere
12 22 (0.56%) Apache
12 22 (0.56%) JBoss
13 20 (0.51%) Ethereum
14 18 (0.46%) Elasticsearch
15 14 (0.36%) MS Exchange
16 13 (0.33%) Oracle SOA Suite
17 10 (0.26%) MQSeries
18 9 (0.23%) BizTalk Server
19 8 (0.20%) Drupal
Applications
1 97 (2.48%) Microsoft Office
2 84 (2.15%) Microsoft Excel
3 43 (1.10%) Microsoft PowerPoint
4 30 (0.77%) MS Visio
5 24 (0.61%) Sketch
6 18 (0.46%) Adobe After Effects
6 18 (0.46%) Adobe Creative Suite
7 9 (0.23%) CINEMA 4D
8 8 (0.20%) Spreadsheet
9 7 (0.18%) InVision
10 6 (0.15%) Chatbot
10 6 (0.15%) Microsoft Project
11 4 (0.10%) Adobe Illustrator
12 3 (0.077%) Vensim
13 2 (0.051%) Photoshop
14 1 (0.026%) Gephi
14 1 (0.026%) Simulink
14 1 (0.026%) UserZoom
14 1 (0.026%) Zeplin
Business Applications
1 49 (1.25%) Distributed Ledger
2 40 (1.02%) R3 Corda
3 19 (0.49%) Dynamics CRM
3 19 (0.49%) Payment Gateway
4 9 (0.23%) Sentinel
4 9 (0.23%) Temenos T24
5 8 (0.20%) Oracle Procure-to-Pay
5 8 (0.20%) Shopify
6 6 (0.15%) Loan IQ
6 6 (0.15%) Workday HCM
7 5 (0.13%) Sparx Enterprise Architect
8 4 (0.10%) SAP FSCM
9 3 (0.077%) FLEXCUBE
9 3 (0.077%) Salesforce.com CRM
9 3 (0.077%) Summit
10 2 (0.051%) Oracle BPM
10 2 (0.051%) Oracle General Ledger
10 2 (0.051%) Oracle Subledger Accounting
11 1 (0.026%) Eikon
11 1 (0.026%) Misys Midas
Cloud Services
1 1,044 (26.67%) AWS
2 903 (23.07%) Azure
3 686 (17.52%) GCP
4 197 (5.03%) Serverless
5 186 (4.75%) SaaS
6 159 (4.06%) Stripe
7 156 (3.98%) GitHub
8 122 (3.12%) Amazon S3
9 118 (3.01%) AWS Lambda
10 115 (2.94%) Power Platform
11 73 (1.86%) AWS CloudFormation
11 73 (1.86%) Figma
12 64 (1.63%) Azure Functions
13 63 (1.61%) BrowserStack
13 63 (1.61%) Cloud Computing
14 55 (1.40%) Snowflake
15 54 (1.38%) Amazon SQS
16 50 (1.28%) PaaS
17 46 (1.17%) IaaS
18 43 (1.10%) Amazon Kinesis
Communications & Networking
1 63 (1.61%) Internet
2 39 (1.00%) SNA
3 36 (0.92%) Firewall
4 31 (0.79%) DNS
5 28 (0.72%) VPN
6 21 (0.54%) HTTP
7 20 (0.51%) TCP/IP
8 19 (0.49%) SSL
9 16 (0.41%) BGP
10 13 (0.33%) PPP
11 12 (0.31%) DHCP
11 12 (0.31%) SAN
12 10 (0.26%) Multicast
12 10 (0.26%) Skype
13 8 (0.20%) LAN
13 8 (0.20%) Network Security
13 8 (0.20%) WAN
14 7 (0.18%) FTP
14 7 (0.18%) Peer-to-Peer Networking
14 7 (0.18%) WebEx
Database & Business Intelligence
1 348 (8.89%) NoSQL
2 281 (7.18%) PostgreSQL
3 191 (4.88%) Data Warehouse
4 176 (4.50%) SQL Server
5 147 (3.75%) MongoDB
6 121 (3.09%) Data Lake
7 118 (3.01%) Relational Database
8 113 (2.89%) Power BI
9 101 (2.58%) Big Data
10 86 (2.20%) MySQL
11 84 (2.15%) Hadoop
12 83 (2.12%) Redis
13 80 (2.04%) Amazon Athena
14 76 (1.94%) Tableau
15 65 (1.66%) Amazon Aurora
16 58 (1.48%) SQL Server Integration Services
17 54 (1.38%) RDBMS
18 53 (1.35%) Apache Hive
19 52 (1.33%) Amazon Redshift
20 47 (1.20%) BigQuery
Development Applications
1 472 (12.06%) Git (software)
2 403 (10.29%) Jenkins
3 253 (6.46%) JIRA
4 151 (3.86%) Selenium
5 106 (2.71%) Mockito
6 104 (2.66%) Cypress.io
7 102 (2.61%) Gradle
8 101 (2.58%) Cucumber
9 97 (2.48%) Maven
10 77 (1.97%) CircleCI
11 71 (1.81%) JUnit
12 62 (1.58%) Babel
13 60 (1.53%) webpack
14 59 (1.51%) Bitbucket
15 51 (1.30%) SonarQube
15 51 (1.30%) Sonatype Nexus
16 46 (1.17%) Appium
17 39 (1.00%) GitLab
18 36 (0.92%) IBM UrbanCode
19 33 (0.84%) JMeter
General
1 2,678 (68.40%) Finance
2 766 (19.57%) Social Skills
3 633 (16.17%) Inclusion and Diversity
4 373 (9.53%) Retail
5 361 (9.22%) Analytical Skills
6 242 (6.18%) Marketing
7 180 (4.60%) Financial Institution
8 178 (4.55%) Investment Banking
9 145 (3.70%) Games
10 135 (3.45%) Retail Banking
11 125 (3.19%) Legal
12 111 (2.84%) Law
13 110 (2.81%) Organisational Skills
14 64 (1.63%) Front Office
14 64 (1.63%) Presentation Skills
15 45 (1.15%) Back Office
15 45 (1.15%) Billing
15 45 (1.15%) Influencing Skills
15 45 (1.15%) Public Sector
16 39 (1.00%) Publishing
Job Titles
1 861 (21.99%) Developer
2 576 (14.71%) Software Engineer
3 436 (11.14%) Analyst
4 206 (5.26%) Senior Software Engineer
5 199 (5.08%) Java Developer
6 170 (4.34%) DevOps Engineer
7 157 (4.01%) Senior Developer
8 154 (3.93%) Architect
9 148 (3.78%) Data Engineer
10 147 (3.75%) Java Engineer
11 131 (3.35%) Business Analyst
12 121 (3.09%) Full Stack Developer
13 116 (2.96%) Python Developer
14 101 (2.58%) Project Manager
15 98 (2.50%) Designer
15 98 (2.50%) Java Software Engineer
16 91 (2.32%) Cloud Engineer
16 91 (2.32%) Senior Analyst
17 88 (2.25%) iOS Developer
18 82 (2.09%) Consultant
Libraries, Frameworks & Software Standards
1 631 (16.12%) React
2 488 (12.46%) Kafka
3 381 (9.73%) RESTful
4 362 (9.25%) .NET
5 360 (9.20%) REST
6 328 (8.38%) CSS
7 312 (7.97%) HTML
8 301 (7.69%) Node.js
9 291 (7.43%) Spring
10 274 (7.00%) Spring Boot
11 216 (5.52%) AngularJS
12 164 (4.19%) RabbitMQ
13 152 (3.88%) Redux
14 151 (3.86%) Web Services
15 142 (3.63%) gRPC
16 139 (3.55%) React Native
17 119 (3.04%) JSON
18 118 (3.01%) .NET Framework
18 118 (3.01%) FastAPI
19 107 (2.73%) Vue.js
Miscellaneous
1 356 (9.09%) User Experience
2 329 (8.40%) Mobile App
3 319 (8.15%) Greenfield Project
4 179 (4.57%) Social Network
5 160 (4.09%) Credit Risk
6 144 (3.68%) Cloud Native
7 121 (3.09%) Blockchain
8 117 (2.99%) Algorithms
9 112 (2.86%) Mobile Payment
10 97 (2.48%) Virtual Team
11 90 (2.30%) Data Structures
12 87 (2.22%) Blog
12 87 (2.22%) Public Cloud
13 82 (2.09%) Management Information System
14 74 (1.89%) Online Banking
15 67 (1.71%) Mobile Banking
16 65 (1.66%) Foreign Exchange (FX)
17 64 (1.63%) Data Centre
18 62 (1.58%) Legacy Code
19 56 (1.43%) Legacy Systems
Operating Systems
1 244 (6.23%) Linux
2 211 (5.39%) Apple iOS
3 186 (4.75%) Android
4 172 (4.39%) Windows
5 82 (2.09%) Unix
6 20 (0.51%) Mac OS
7 17 (0.43%) Red Hat Enterprise Linux
8 13 (0.33%) Windows Server
9 11 (0.28%) AIX
10 10 (0.26%) zOS
11 6 (0.15%) Windows 10
12 5 (0.13%) Solaris
12 5 (0.13%) VMS
13 3 (0.077%) Ubuntu
14 2 (0.051%) CentOS
14 2 (0.051%) CoreOS
14 2 (0.051%) SUSE
14 2 (0.051%) Windows Server 2008
14 2 (0.051%) Windows Server 2012
15 1 (0.026%) Windows Server 2016
Processes & Methodologies
1 1,747 (44.62%) Agile
2 1,063 (27.15%) Software Engineering
3 853 (21.79%) Fintech
4 781 (19.95%) DevOps
5 689 (17.60%) CI/CD
6 673 (17.19%) Microservices
7 624 (15.94%) TDD
8 528 (13.49%) Test Automation
9 497 (12.69%) Scrum
10 478 (12.21%) Problem-Solving
11 457 (11.67%) Analytics
12 446 (11.39%) Full Stack Development
13 392 (10.01%) Stakeholder Management
14 330 (8.43%) Mentoring
15 328 (8.38%) Event-Driven
16 324 (8.28%) Continuous Improvement
17 313 (7.99%) SDLC
18 311 (7.94%) BDD
19 303 (7.74%) Asset Management
20 258 (6.59%) Continuous Integration
Programming Languages
1 1,099 (28.07%) Java
2 858 (21.92%) SQL
3 707 (18.06%) Python
4 612 (15.63%) JavaScript
5 422 (10.78%) C#
6 337 (8.61%) TypeScript
7 228 (5.82%) Go
8 208 (5.31%) Scala
9 199 (5.08%) Kotlin
10 136 (3.47%) C
11 108 (2.76%) Apple Swift
12 104 (2.66%) Groovy
13 103 (2.63%) Rust
14 102 (2.61%) Bash
15 83 (2.12%) T-SQL
16 66 (1.69%) PowerShell
17 58 (1.48%) Ruby
18 56 (1.43%) C++
19 38 (0.97%) R
20 37 (0.95%) DAML
Qualifications
1 252 (6.44%) Degree
2 94 (2.40%) Computer Science Degree
3 30 (0.77%) DBS Check
4 28 (0.72%) PMI Certification
5 21 (0.54%) CISA
6 17 (0.43%) CCA
6 17 (0.43%) Master's Degree
7 16 (0.41%) ICAEW
7 16 (0.41%) ISACA
7 16 (0.41%) TOGAF Certification
8 15 (0.38%) ISTQB
9 12 (0.31%) AWS Certification
9 12 (0.31%) Cisco Certification
9 12 (0.31%) PhD
10 10 (0.26%) Numerate Degree
10 10 (0.26%) PMP
11 9 (0.23%) PRINCE2 Practitioner
12 8 (0.20%) CCNA
12 8 (0.20%) CISSP
13 6 (0.15%) CBAP
Quality Assurance & Compliance
1 265 (6.77%) QA
2 117 (2.99%) Accessibility
3 115 (2.94%) SLA
4 69 (1.76%) Data Quality
5 41 (1.05%) PMO
6 36 (0.92%) GDPR
7 20 (0.51%) ISO/IEC 27001
7 20 (0.51%) NIST
8 18 (0.46%) SEPA
9 17 (0.43%) PCI DSS
10 16 (0.41%) Cyber Essentials
10 16 (0.41%) PSD2
11 11 (0.28%) IFRS
11 11 (0.28%) MiFID
11 11 (0.28%) Sarbanes-Oxley
12 8 (0.20%) WCAG
13 7 (0.18%) IFRS 17
13 7 (0.18%) ISO 22301
14 6 (0.15%) GRC
15 5 (0.13%) EMIR
System Software
1 756 (19.31%) Docker
2 55 (1.40%) Active Directory
3 42 (1.07%) Apache Flume
4 14 (0.36%) Apache ZooKeeper
5 10 (0.26%) VMware Infrastructure
6 8 (0.20%) ProxySG
7 5 (0.13%) LXC
8 4 (0.10%) Virtual Desktop
9 2 (0.051%) Oracle RAC
9 2 (0.051%) VMware ESXi
10 1 (0.026%) Hyper-V
10 1 (0.026%) Virtual Machines
10 1 (0.026%) XenApp
Systems Management
1 692 (17.68%) Kubernetes
2 415 (10.60%) Terraform
3 107 (2.73%) Ansible
4 74 (1.89%) Prometheus
5 61 (1.56%) Grafana
6 47 (1.20%) Puppet
7 43 (1.10%) Istio
8 40 (1.02%) Oozie
9 39 (1.00%) Opscode Chef
10 30 (0.77%) Argo
11 29 (0.74%) Kubeflow
12 27 (0.69%) Fortio
12 27 (0.69%) Kiali
13 26 (0.66%) HP Quality Center
14 19 (0.49%) Jamf Pro
14 19 (0.49%) Single Sign-On
15 13 (0.33%) Rancher
16 11 (0.28%) Trend Micro Deep Security
17 9 (0.23%) Kibana
17 9 (0.23%) Microsoft Intune
Vendors
1 283 (7.23%) Google
2 259 (6.62%) Microsoft
3 205 (5.24%) TrueLayer
4 143 (3.65%) Oracle
5 84 (2.15%) IBM
6 79 (2.02%) Apple
7 65 (1.66%) Databricks
8 58 (1.48%) VMware
9 45 (1.15%) Cisco
10 44 (1.12%) Adobe
11 39 (1.00%) Cloudera
12 38 (0.97%) Splunk
13 37 (0.95%) PayPal
13 37 (0.95%) Salesforce.com
14 34 (0.87%) Informatica
15 32 (0.82%) Red Hat
16 31 (0.79%) Recurly
17 30 (0.77%) ServiceNow
18 28 (0.72%) SAP
19 27 (0.69%) Dynatrace