Period
to

The table below looks at the prevalence of the term Billing 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 Billing over the 6 months to 15 August 2022 with a comparison to the same period over the previous 2 years.

Billing
UK > Work from Home
6 months to
15 Aug 2022
Same period 2021 Same period 2020
Rank 611 451 278
Rank change year-on-year -160 -173 +41
Permanent jobs citing Billing 263 197 20
As % of all permanent jobs with a WFH option 0.35% 0.48% 0.23%
As % of the General category 0.53% 0.90% 0.49%
Number of salaries quoted 142 119 8
10th Percentile £31,250 £32,250 £52,500
25th Percentile £38,500 £42,500 £54,375
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% +57.14%
75th Percentile £86,250 £78,750 £57,500
90th Percentile £100,000 £85,250 £65,000
UK median annual salary £57,500 £60,000 £52,500
% change year-on-year -4.17% +14.29% +5.00%

Billing 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 49,785 21,805 4,067
As % of all permanent jobs with a WFH option 65.90% 53.05% 45.87%
Number of salaries quoted 26,706 15,349 3,395
10th Percentile £35,750 £33,750 £32,500
25th Percentile £45,750 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -4.35%
75th Percentile £80,000 £75,000 £75,000
90th Percentile £97,290 £92,500 £87,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Billing
Trend for Jobs with a WFH Option

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

Billing trend for jobs with a WFH option

Billing
Salary Trend for Jobs with a WFH Option

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

Billing salary trend for jobs with a WFH option

Billing
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Billing over the 6 months to 15 August 2022.

Billing salary histogram for jobs with a WFH option

For the 6 months to 15 August 2022, Billing 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 Billing.

1 116 (44.11%) Finance
2 87 (33.08%) Agile
3 77 (29.28%) Social Skills
4 57 (21.67%) Microsoft
5 55 (20.91%) Software Engineering
6 52 (19.77%) Docker
7 51 (19.39%) React
7 51 (19.39%) PostgreSQL
8 47 (17.87%) Kubernetes
9 46 (17.49%) Azure
9 46 (17.49%) Project Management
10 43 (16.35%) Java
10 43 (16.35%) Microservices
11 40 (15.21%) Test Automation
11 40 (15.21%) Telecoms
12 39 (14.83%) Python
12 39 (14.83%) Customer-Centricity
13 37 (14.07%) TDD
14 36 (13.69%) BDD
15 35 (13.31%) Kafka
15 35 (13.31%) SaaS
15 35 (13.31%) Kotlin
15 35 (13.31%) Marketing
16 34 (12.93%) Banking
16 34 (12.93%) Problem-Solving
17 33 (12.55%) SQL
18 32 (12.17%) DevOps
19 31 (11.79%) React Native
19 31 (11.79%) Samza
19 31 (11.79%) Babel

Billing
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 16 (6.08%) Apache
2 5 (1.90%) Confluence
3 4 (1.52%) SharePoint
4 1 (0.38%) Apache Spark
4 1 (0.38%) Moodle
4 1 (0.38%) MS Exchange
4 1 (0.38%) Oracle Workflow
4 1 (0.38%) Totara
4 1 (0.38%) TPMS
Applications
1 20 (7.60%) Microsoft Excel
2 10 (3.80%) Microsoft PowerPoint
3 9 (3.42%) Microsoft Office
4 4 (1.52%) MS Visio
5 3 (1.14%) Microsoft Project
5 3 (1.14%) Spreadsheet
6 1 (0.38%) Adobe Creative Suite
6 1 (0.38%) Adobe Illustrator
6 1 (0.38%) Camtasia
6 1 (0.38%) InDesign
6 1 (0.38%) MadCap Flare
6 1 (0.38%) Notepad++
6 1 (0.38%) Oracle Smart View
6 1 (0.38%) Photoshop
6 1 (0.38%) RoboHelp
6 1 (0.38%) Snagit
Business Applications
1 5 (1.90%) NetSuite
2 4 (1.52%) Dynamics CRM
3 3 (1.14%) SAP S/4HANA
3 3 (1.14%) SAP SD
4 2 (0.76%) Oracle Payables
5 1 (0.38%) Hyperion Planning
5 1 (0.38%) Oracle Applications
5 1 (0.38%) Oracle Cash Management
5 1 (0.38%) Oracle ERP
5 1 (0.38%) Oracle General Ledger
5 1 (0.38%) Oracle Receivables
5 1 (0.38%) Remedy ITSM
5 1 (0.38%) SAP IS-U
5 1 (0.38%) Unit4 Business World
Cloud Services
1 46 (17.49%) Azure
2 35 (13.31%) SaaS
3 28 (10.65%) Serverless
4 27 (10.27%) PaaS
5 24 (9.13%) AWS
6 16 (6.08%) Basecamp
7 12 (4.56%) IaaS
8 11 (4.18%) Microsoft 365
9 10 (3.80%) AWS CloudFormation
10 9 (3.42%) Power Platform
11 8 (3.04%) Azure DevOps
12 7 (2.66%) AWS Lambda
13 6 (2.28%) Azure AKS
13 6 (2.28%) Azure ExpressRoute
13 6 (2.28%) Azure Sentinel
14 5 (1.90%) Amazon SQS
14 5 (1.90%) AWS Fargate
14 5 (1.90%) GCP
14 5 (1.90%) Nutanix
14 5 (1.90%) Paddle
Communications & Networking
1 16 (6.08%) HTTP
2 13 (4.94%) VoIP
3 12 (4.56%) Unified Communications
4 10 (3.80%) WAN
5 8 (3.04%) SD-WAN
6 7 (2.66%) Firewall
7 5 (1.90%) DNS
7 5 (1.90%) TCP/IP
8 3 (1.14%) Network Security
8 3 (1.14%) VPN
9 2 (0.76%) Internet
9 2 (0.76%) Wi-Fi
10 1 (0.38%) AMQP
10 1 (0.38%) Intrusion Detection
10 1 (0.38%) LAN
10 1 (0.38%) MPLS
Database & Business Intelligence
1 51 (19.39%) PostgreSQL
2 31 (11.79%) Amazon Aurora
3 22 (8.37%) Redis
4 16 (6.08%) Apache Arrow
5 13 (4.94%) MySQL
6 9 (3.42%) MongoDB
6 9 (3.42%) Power BI
6 9 (3.42%) SQL Server
7 7 (2.66%) DynamoDB
8 4 (1.52%) Azure SQL Database
8 4 (1.52%) Data Lake
9 2 (0.76%) Amazon RDS
9 2 (0.76%) Big Data
9 2 (0.76%) Data Warehouse
9 2 (0.76%) NoSQL
10 1 (0.38%) InterSystems Cache
10 1 (0.38%) Neo4j
10 1 (0.38%) Oracle Reports
10 1 (0.38%) SQL Server Integration Services
10 1 (0.38%) Tableau
Development Applications
1 31 (11.79%) Babel
1 31 (11.79%) Jenkins
2 28 (10.65%) Git (software)
3 7 (2.66%) JIRA
4 6 (2.28%) Postman
5 5 (1.90%) CircleCI
5 5 (1.90%) IntelliJ
6 2 (0.76%) Octopus Deploy
6 2 (0.76%) TeamCity
7 1 (0.38%) Oracle Forms
7 1 (0.38%) PhpStorm
7 1 (0.38%) Sublime Text
General
1 116 (44.11%) Finance
2 77 (29.28%) Social Skills
3 40 (15.21%) Telecoms
4 35 (13.31%) Marketing
5 34 (12.93%) Banking
6 29 (11.03%) Analytical Skills
7 21 (7.98%) Influencing Skills
7 21 (7.98%) Organisational Skills
8 18 (6.84%) Local Government
9 13 (4.94%) Inclusion and Diversity
9 13 (4.94%) Legal
9 13 (4.94%) Retail
10 10 (3.80%) Public Sector
11 9 (3.42%) Automotive
12 8 (3.04%) Presentation Skills
13 7 (2.66%) Documentation Skills
14 6 (2.28%) German Language
15 5 (1.90%) Aerospace
16 4 (1.52%) Pharmaceutical
17 3 (1.14%) Advertising
Job Titles
1 54 (20.53%) Software Engineer
2 27 (10.27%) Architect
3 24 (9.13%) Senior Software Engineer
4 21 (7.98%) Analyst
5 20 (7.60%) Product Manager
6 17 (6.46%) Project Manager
7 15 (5.70%) Java Engineer
7 15 (5.70%) Java Software Engineer
7 15 (5.70%) Senior Manager
8 13 (4.94%) Senior Product Manager
9 12 (4.56%) Software Manager
9 12 (4.56%) Software Project Manager
10 10 (3.80%) Consultant
10 10 (3.80%) Implementation Manager
10 10 (3.80%) Implementation Project Manager
10 10 (3.80%) Senior Java Engineer
10 10 (3.80%) Senior Java Software Engineer
10 10 (3.80%) Software Implementation Manager
10 10 (3.80%) Software Implementation Project Manager
11 9 (3.42%) Account Manager
Libraries, Frameworks & Software Standards
1 51 (19.39%) React
2 35 (13.31%) Kafka
3 31 (11.79%) RabbitMQ
3 31 (11.79%) React Native
3 31 (11.79%) Samza
4 22 (8.37%) REST
5 21 (7.98%) Django
5 21 (7.98%) HTML
5 21 (7.98%) Laravel
6 16 (6.08%) AngularJS
6 16 (6.08%) HTML5
6 16 (6.08%) HTML5 Boilerplate
6 16 (6.08%) htmx
6 16 (6.08%) LAPP Stack
6 16 (6.08%) NumPy
6 16 (6.08%) Pandas
6 16 (6.08%) Svelte
6 16 (6.08%) Tailwind CSS
6 16 (6.08%) Vue.js
7 10 (3.80%) Spring Boot
Miscellaneous
1 31 (11.79%) Credit Risk
2 25 (9.51%) Legacy Systems
3 16 (6.08%) Hackathon
4 12 (4.56%) Management Information System
4 12 (4.56%) User Experience
5 11 (4.18%) Public Cloud
6 10 (3.80%) Driving Licence
7 9 (3.42%) Cloud Native
8 8 (3.04%) Virtual Team
9 7 (2.66%) Life Science
10 6 (2.28%) Digital Media
11 5 (1.90%) Self-Motivation
12 4 (1.52%) Mainframe
12 4 (1.52%) Social Media
13 3 (1.14%) Hybrid Cloud
13 3 (1.14%) Marketing Technology
13 3 (1.14%) Private Cloud
13 3 (1.14%) Renewable Energy
14 2 (0.76%) Greenfield Project
14 2 (0.76%) IoT
Operating Systems
1 23 (8.75%) Linux
2 15 (5.70%) Windows
3 6 (2.28%) Windows Server
4 5 (1.90%) AIX
4 5 (1.90%) Windows Server 2016
5 2 (0.76%) Android
5 2 (0.76%) Apple iOS
5 2 (0.76%) VMS
6 1 (0.38%) Unix
6 1 (0.38%) Windows 10
Processes & Methodologies
1 87 (33.08%) Agile
2 55 (20.91%) Software Engineering
3 46 (17.49%) Project Management
4 43 (16.35%) Microservices
5 40 (15.21%) Test Automation
6 39 (14.83%) Customer-Centricity
7 37 (14.07%) TDD
8 36 (13.69%) BDD
9 34 (12.93%) Problem-Solving
10 32 (12.17%) DevOps
11 31 (11.79%) Peer-to-Peer Lending
12 28 (10.65%) CRM
12 28 (10.65%) Project Delivery
13 25 (9.51%) Continuous Improvement
13 25 (9.51%) PRINCE2
14 24 (9.13%) Visualisation
15 23 (8.75%) Data Modelling
15 23 (8.75%) Mentoring
15 23 (8.75%) Product Roadmap
16 22 (8.37%) Full Stack Development
Programming Languages
1 43 (16.35%) Java
2 39 (14.83%) Python
3 35 (13.31%) Kotlin
4 33 (12.55%) SQL
5 18 (6.84%) TypeScript
6 13 (4.94%) JavaScript
7 7 (2.66%) PHP
7 7 (2.66%) PowerShell
8 5 (1.90%) C#
9 4 (1.52%) COBOL
10 2 (0.76%) T-SQL
11 1 (0.38%) Apex Code
11 1 (0.38%) C
11 1 (0.38%) Cypher
11 1 (0.38%) PL/SQL
Qualifications
1 23 (8.75%) Degree
2 13 (4.94%) PRINCE2 Certification
3 6 (2.28%) TOGAF Certification
4 5 (1.90%) Computer Science Degree
4 5 (1.90%) DBS Check
4 5 (1.90%) Master's Degree
5 4 (1.52%) PMP
6 2 (0.76%) ACCA
6 2 (0.76%) CIMA
6 2 (0.76%) PMI Certification
7 1 (0.38%) ITIL Certification
7 1 (0.38%) ITIL Foundation Certificate
7 1 (0.38%) Microsoft Certification
Quality Assurance & Compliance
1 19 (7.22%) QA
2 15 (5.70%) SLA
3 10 (3.80%) GDPR
4 6 (2.28%) ISO/IEC 27001
4 6 (2.28%) PMO
5 5 (1.90%) SOC 1
5 5 (1.90%) SOC 2
6 1 (0.38%) PCI DSS
System Software
1 52 (19.77%) Docker
2 14 (5.32%) Active Directory
3 8 (3.04%) VMware Infrastructure
4 6 (2.28%) Virtual Machines
5 5 (1.90%) Virtual Servers
5 5 (1.90%) XenApp
5 5 (1.90%) XenDesktop
6 3 (1.14%) Microsoft App-V
7 1 (0.38%) Hyper-V
Systems Management
1 47 (17.87%) Kubernetes
2 18 (6.84%) Terraform
3 6 (2.28%) Autotask
4 5 (1.90%) Ansible
4 5 (1.90%) Rundeck
4 5 (1.90%) SCCM
5 1 (0.38%) Hadoop YARN
5 1 (0.38%) Kibana
5 1 (0.38%) Microsoft Intune
5 1 (0.38%) Prometheus
5 1 (0.38%) WSUS
Vendors
1 57 (21.67%) Microsoft
2 31 (11.79%) Zopa
3 23 (8.75%) Salesforce.com
4 22 (8.37%) ServiceNow
5 14 (5.32%) Oracle
6 8 (3.04%) Databricks
6 8 (3.04%) VMware
7 7 (2.66%) SAP
8 6 (2.28%) Citrix
9 5 (1.90%) ConnectWise
9 5 (1.90%) CyberArk
9 5 (1.90%) PagerDuty
9 5 (1.90%) Sun
10 4 (1.52%) IBM
11 3 (1.14%) Cisco
11 3 (1.14%) Google
12 2 (0.76%) Avaya
12 2 (0.76%) Sage
12 2 (0.76%) Workday
12 2 (0.76%) Zuora