Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

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

Microsoft Power BI
UK > Work from Home
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 126 108 126
Rank change year-on-year -18 +18 +51
Permanent jobs citing Power BI 2,388 1,210 235
As % of all permanent jobs with a WFH option 3.03% 3.22% 2.64%
As % of the Database & Business Intelligence category 10.18% 10.45% 9.12%
Number of salaries quoted 1,758 1,051 209
10th Percentile £35,000 £33,250 £35,960
25th Percentile £42,500 £39,688 £42,500
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -
75th Percentile £67,500 £64,375 £66,250
90th Percentile £80,000 £75,000 £83,000
UK median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +5.00%

Power BI is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 23,450 11,574 2,577
As % of all permanent jobs with a WFH option 29.80% 30.81% 28.94%
Number of salaries quoted 11,286 8,754 2,193
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

Power BI
Trend for Jobs with a WFH Option

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

Power BI trend for jobs with a WFH option

Power BI
Salary Trend for Jobs with a WFH Option

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

Power BI salary trend for jobs with a WFH option

Power BI
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Power BI over the 6 months to 2 July 2022.

Power BI salary histogram for jobs with a WFH option

For the 6 months to 2 July 2022, Power BI 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 Power BI.

1 2,388 (100.00%) Power Platform
2 1,906 (79.82%) Business Intelligence
3 1,634 (68.43%) SQL
4 1,006 (42.13%) Analytics
5 887 (37.14%) Azure
6 816 (34.17%) Social Skills
7 810 (33.92%) Microsoft
8 759 (31.78%) Visualisation
9 706 (29.56%) Data Warehouse
10 687 (28.77%) Analytical Skills
11 678 (28.39%) Tableau
12 641 (26.84%) Agile
13 582 (24.37%) Python
14 579 (24.25%) Finance
15 555 (23.24%) ETL
16 547 (22.91%) Data Modelling
17 510 (21.36%) Microsoft Excel
18 501 (20.98%) SQL Server
19 491 (20.56%) Data Visualisation
20 431 (18.05%) Data Analysis
21 378 (15.83%) SQL Server Reporting Services
22 352 (14.74%) DevOps
23 349 (14.61%) Problem-Solving
24 337 (14.11%) SQL Server Integration Services
25 318 (13.32%) Decision-Making
25 318 (13.32%) Data Science
26 302 (12.65%) Degree
27 293 (12.27%) AWS
28 288 (12.06%) Marketing
29 266 (11.14%) R

Power BI
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
1 185 (7.75%) SharePoint
2 107 (4.48%) SAS
3 46 (1.93%) Apache Spark
4 33 (1.38%) Apache Airflow
5 30 (1.26%) CMS
6 22 (0.92%) Confluence
7 19 (0.80%) Adobe Experience Manager
7 19 (0.80%) Apache
8 11 (0.46%) MS Exchange
9 9 (0.38%) ArcGIS
10 7 (0.29%) Apache Pig
10 7 (0.29%) BizTalk Server
10 7 (0.29%) WordPress
11 6 (0.25%) Jadu
11 6 (0.25%) SharePoint 2013
11 6 (0.25%) Umbraco
12 4 (0.17%) IIS
13 2 (0.084%) SharePoint 2010
13 2 (0.084%) Solana
14 1 (0.042%) Ethereum
Applications
1 510 (21.36%) Microsoft Excel
2 80 (3.35%) Microsoft PowerPoint
3 75 (3.14%) Microsoft Office
4 48 (2.01%) SPSS
5 31 (1.30%) MS Visio
6 21 (0.88%) Spreadsheet
7 19 (0.80%) Microsoft Project
8 7 (0.29%) Campfire
9 3 (0.13%) Vensim
10 2 (0.084%) Stata
11 1 (0.042%) Gephi
Business Applications
1 111 (4.65%) Dynamics CRM
2 28 (1.17%) Dynamics NAV
3 22 (0.92%) NetSuite
4 16 (0.67%) Dynamics AX
5 9 (0.38%) Loan IQ
6 8 (0.34%) FastStats
7 7 (0.29%) Oracle EBS
8 6 (0.25%) Elite 3E
9 5 (0.21%) Oracle Financials
10 4 (0.17%) SAP S/4HANA
11 3 (0.13%) FastStats PeopleStage
11 3 (0.13%) SAP BPC
12 2 (0.084%) HFM
12 2 (0.084%) IBM Planning Analytics
12 2 (0.084%) Primavera
12 2 (0.084%) Temenos T24
13 1 (0.042%) Cloudability
13 1 (0.042%) Hyperion Planning
13 1 (0.042%) iTrent
13 1 (0.042%) SessionCam
Cloud Services
1 2,388 (100.00%) Power Platform
2 887 (37.14%) Azure
3 293 (12.27%) AWS
4 228 (9.55%) Azure Data Factory
5 222 (9.30%) PowerApps
6 188 (7.87%) Dynamics 365
7 173 (7.24%) Azure DevOps
8 168 (7.04%) Microsoft 365
9 161 (6.74%) Power Automate
10 127 (5.32%) SaaS
11 124 (5.19%) GCP
12 122 (5.11%) Google Analytics
13 118 (4.94%) Azure Synapse Analytics
14 89 (3.73%) Snowflake
15 81 (3.39%) Serverless
16 68 (2.85%) Azure Logic Apps
17 47 (1.97%) PaaS
18 43 (1.80%) Azure Cosmos DB
19 40 (1.68%) Amazon S3
20 33 (1.38%) AWS CloudFormation
Communications & Networking
1 15 (0.63%) Internet
2 14 (0.59%) Intranet
3 12 (0.50%) Broadband
4 10 (0.42%) Network Security
5 8 (0.34%) Skype
6 7 (0.29%) DNS
6 7 (0.29%) Firewall
7 6 (0.25%) WAN
8 5 (0.21%) DHCP
8 5 (0.21%) SD-WAN
8 5 (0.21%) Unified Communications
9 4 (0.17%) MPLS
10 2 (0.084%) LAN
10 2 (0.084%) SAN
11 1 (0.042%) BGP
11 1 (0.042%) HTTP
11 1 (0.042%) IPv6
11 1 (0.042%) Remote Desktop
11 1 (0.042%) SSL
11 1 (0.042%) VPN
Database & Business Intelligence
1 706 (29.56%) Data Warehouse
2 678 (28.39%) Tableau
3 501 (20.98%) SQL Server
4 378 (15.83%) SQL Server Reporting Services
5 337 (14.11%) SQL Server Integration Services
6 244 (10.22%) Data Lake
7 153 (6.41%) SQL Server Analysis Services
8 146 (6.11%) Relational Database
9 129 (5.40%) Big Data
10 124 (5.19%) Azure SQL Database
11 104 (4.36%) NoSQL
12 93 (3.89%) QlikView
13 91 (3.81%) Looker
14 84 (3.52%) Microsoft Analysis Services
15 81 (3.39%) Amazon Redshift
16 80 (3.35%) PostgreSQL
17 79 (3.31%) Power Query
18 71 (2.97%) MySQL
19 63 (2.64%) BusinessObjects
20 53 (2.22%) Metadata
Development Applications
1 113 (4.73%) Git (software)
2 98 (4.10%) Visual Studio
3 79 (3.31%) JIRA
4 42 (1.76%) Team Foundation Server
5 37 (1.55%) SQL Server Management Studio (SSMS)
6 23 (0.96%) GitLab
7 14 (0.59%) Burp Suite
7 14 (0.59%) Emacs
8 13 (0.54%) ER Studio
9 12 (0.50%) ERwin
10 6 (0.25%) Bitbucket
10 6 (0.25%) Postman
10 6 (0.25%) PowerDesigner
10 6 (0.25%) Visual Studio Code
11 5 (0.21%) Gatling
11 5 (0.21%) Jenkins
11 5 (0.21%) MorphX
11 5 (0.21%) RStudio
12 3 (0.13%) Octopus Deploy
13 2 (0.084%) Mercurial
General
1 816 (34.17%) Social Skills
2 687 (28.77%) Analytical Skills
3 579 (24.25%) Finance
4 288 (12.06%) Marketing
5 178 (7.45%) Retail
6 118 (4.94%) Banking
7 101 (4.23%) Public Sector
8 99 (4.15%) Presentation Skills
9 78 (3.27%) Legal
10 74 (3.10%) Inclusion and Diversity
11 70 (2.93%) Influencing Skills
12 64 (2.68%) Law
13 58 (2.43%) Manufacturing
14 55 (2.30%) Publishing
15 47 (1.97%) Advertising
16 36 (1.51%) Organisational Skills
17 35 (1.47%) Games
17 35 (1.47%) Telecoms
18 21 (0.88%) Automotive
18 21 (0.88%) Local Government
Job Titles
1 822 (34.42%) Analyst
2 631 (26.42%) Developer
3 360 (15.08%) Data Analyst
4 303 (12.69%) Business Intelligence Developer
5 282 (11.81%) Data Engineer
6 163 (6.83%) Business Intelligence Analyst
7 141 (5.90%) Senior Analyst
8 125 (5.23%) SQL Developer
9 112 (4.69%) Power BI Developer
10 104 (4.36%) Senior Developer
11 87 (3.64%) Senior Data Engineer
12 80 (3.35%) Architect
13 73 (3.06%) Azure Engineer
14 69 (2.89%) Power BI Analyst
15 68 (2.85%) Consultant
16 64 (2.68%) SQL Analyst
17 63 (2.64%) Azure Data Engineer
18 60 (2.51%) SQL BI Developer
19 56 (2.35%) Business Developer
20 52 (2.18%) Product Analyst
Libraries, Frameworks & Software Standards
1 206 (8.63%) .NET
2 103 (4.31%) CSS
3 97 (4.06%) HTML
4 92 (3.85%) JSON
5 82 (3.43%) REST
6 74 (3.10%) XML
7 56 (2.35%) PySpark
8 46 (1.93%) .NET Core
9 45 (1.88%) Kafka
10 40 (1.68%) React
11 38 (1.59%) ASP.NET
12 37 (1.55%) HTML5
13 31 (1.30%) RESTful
14 27 (1.13%) Web Services
15 25 (1.05%) ASP.NET MVC
15 25 (1.05%) SOAP
16 22 (0.92%) GraphQL
17 20 (0.84%) JSON Schema
17 20 (0.84%) MDX
18 18 (0.75%) .NET Framework
Miscellaneous
1 129 (5.40%) Self-Motivation
2 113 (4.73%) Management Information System
3 80 (3.35%) User Experience
4 58 (2.43%) Greenfield Project
5 57 (2.39%) Data Structures
6 50 (2.09%) Cloud Native
7 40 (1.68%) Algorithms
8 35 (1.47%) Enterprise Software
9 33 (1.38%) Virtual Team
10 31 (1.30%) Housing Association
11 30 (1.26%) Legacy Systems
12 27 (1.13%) NHS
13 24 (1.01%) Marketing Technology
14 23 (0.96%) Data Protection Act
14 23 (0.96%) IoT
15 21 (0.88%) Analytical Mindset
16 20 (0.84%) Driving Licence
17 18 (0.75%) FMCG
18 17 (0.71%) Online Games
19 16 (0.67%) Mobile App
Operating Systems
1 69 (2.89%) Windows
2 22 (0.92%) Linux
3 14 (0.59%) Kali Linux
4 13 (0.54%) Android
5 10 (0.42%) Windows Server
6 7 (0.29%) Windows 10
7 6 (0.25%) Unix
8 5 (0.21%) Windows Server 2019
9 4 (0.17%) Apple iOS
9 4 (0.17%) Windows Server 2012
10 2 (0.084%) Windows Server 2008
10 2 (0.084%) Windows Server 2016
Processes & Methodologies
1 1,906 (79.82%) Business Intelligence
2 1,006 (42.13%) Analytics
3 759 (31.78%) Visualisation
4 641 (26.84%) Agile
5 555 (23.24%) ETL
6 547 (22.91%) Data Modelling
7 491 (20.56%) Data Visualisation
8 431 (18.05%) Data Analysis
9 352 (14.74%) DevOps
10 349 (14.61%) Problem-Solving
11 318 (13.32%) Data Science
11 318 (13.32%) Decision-Making
12 264 (11.06%) Data Analytics
13 251 (10.51%) Data Management
14 247 (10.34%) Dashboard Development
15 224 (9.38%) Data Engineering
16 219 (9.17%) Stakeholder Management
17 209 (8.75%) CRM
18 189 (7.91%) Actionable Insight
19 180 (7.54%) Project Management
Programming Languages
1 1,634 (68.43%) SQL
2 582 (24.37%) Python
3 266 (11.14%) R
4 252 (10.55%) T-SQL
5 201 (8.42%) C#
6 146 (6.11%) PowerShell
7 132 (5.53%) JavaScript
8 91 (3.81%) VBA
9 74 (3.10%) Data Analysis Expressions (DAX)
10 44 (1.84%) TypeScript
11 36 (1.51%) Java
12 27 (1.13%) Scala
13 26 (1.09%) PL/SQL
14 14 (0.59%) C
14 14 (0.59%) C++
15 13 (0.54%) MATLAB
15 13 (0.54%) Ruby
16 11 (0.46%) PHP
17 8 (0.34%) U-SQL
18 7 (0.29%) Bash
Qualifications
1 302 (12.65%) Degree
2 57 (2.39%) Security Cleared
3 45 (1.88%) Computer Science Degree
3 45 (1.88%) Microsoft Certification
4 32 (1.34%) Master's Degree
5 29 (1.21%) Numerate Degree
5 29 (1.21%) SC Cleared
6 18 (0.75%) CISSP
7 16 (0.67%) BPSS Clearance
8 15 (0.63%) CTC Cleared
9 14 (0.59%) OSCP
10 7 (0.29%) PMI Certification
11 5 (0.21%) PhD
12 4 (0.17%) MCSE
12 4 (0.17%) PMP
12 4 (0.17%) PRINCE2 Certification
13 3 (0.13%) AWS Certification
13 3 (0.13%) CompTIA Security+
13 3 (0.13%) DBS Check
13 3 (0.13%) Tableau Certification
Quality Assurance & Compliance
1 178 (7.45%) Data Quality
2 126 (5.28%) GDPR
3 78 (3.27%) QA
4 32 (1.34%) Accessibility
5 30 (1.26%) PMO
6 22 (0.92%) Actionable Recommendations
7 19 (0.80%) NIST
8 18 (0.75%) ISO/IEC 27001
9 15 (0.63%) HIPAA
10 10 (0.42%) SLA
11 7 (0.29%) Cyber Essentials
11 7 (0.29%) Cyber Essentials PLUS
12 6 (0.25%) IFRS
13 5 (0.21%) IFRS 9
13 5 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 4 (0.17%) NCSC
15 3 (0.13%) GRC
15 3 (0.13%) P3O
16 2 (0.084%) GAAP
17 1 (0.042%) SOC 2
System Software
1 42 (1.76%) Active Directory
2 34 (1.42%) Docker
3 14 (0.59%) VMware Infrastructure
4 7 (0.29%) Apache Flume
4 7 (0.29%) Hyper-V
5 5 (0.21%) Citrix Hypervisor
6 3 (0.13%) Terminal Services
7 2 (0.084%) Virtual Desktop
7 2 (0.084%) vSphere
8 1 (0.042%) HDFS
8 1 (0.042%) Virtual Machines
Systems Management
1 50 (2.09%) Terraform
2 38 (1.59%) Kubernetes
3 10 (0.42%) Microsoft Intune
4 8 (0.34%) Ansible
5 6 (0.25%) Kibana
5 6 (0.25%) Single Sign-On
6 3 (0.13%) Autotask
7 2 (0.084%) CASB
7 2 (0.084%) NetCrunch
8 1 (0.042%) Failover Clustering
8 1 (0.042%) Grafana
8 1 (0.042%) Jamf Pro
8 1 (0.042%) Nessus
8 1 (0.042%) SCCM
8 1 (0.042%) VxRail
Vendors
1 810 (33.92%) Microsoft
2 170 (7.12%) Oracle
3 156 (6.53%) Google
4 133 (5.57%) Databricks
5 79 (3.31%) Cognos
6 68 (2.85%) SAP
7 59 (2.47%) Alteryx
7 59 (2.47%) Salesforce.com
8 48 (2.01%) Adobe
9 31 (1.30%) Informatica
10 30 (1.26%) Teradata
11 25 (1.05%) ServiceNow
12 24 (1.01%) IBM
13 22 (0.92%) JD Edwards
14 19 (0.80%) MicroStrategy
14 19 (0.80%) Remedy
14 19 (0.80%) VMware
15 17 (0.71%) Anaplan
15 17 (0.71%) Talend
16 13 (0.54%) Amplitude