Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
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