Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 5 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands with 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 5 December 2021 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
England > Midlands
6 months to
5 Dec 2021		 Same period 2020 Same period 2019
Rank 52 70 109
Rank change year-on-year +18 +39 +39
Permanent jobs citing Power BI 520 182 328
As % of all permanent jobs advertised in the Midlands 4.90% 3.81% 2.90%
As % of the Database & Business Intelligence category 19.86% 12.78% 10.78%
Number of salaries quoted 442 155 293
10th Percentile £31,250 £30,000 £26,250
25th Percentile £36,250 £33,250 £34,955
Median annual salary (50th Percentile) £45,000 £45,000 £44,500
Median % change year-on-year - +1.12% -1.11%
75th Percentile £58,750 £56,250 £52,500
90th Percentile £66,250 £66,500 £67,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 advertised in the Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 2,618 1,424 3,043
As % of all permanent IT jobs advertised in the Midlands 24.65% 29.85% 26.92%
Number of salaries quoted 2,030 1,171 2,686
10th Percentile £31,250 £31,250 £27,500
25th Percentile £37,066 £35,000 £33,533
Median annual salary (50th Percentile) £47,500 £45,500 £44,000
Median % change year-on-year +4.40% +3.41% +3.53%
75th Percentile £61,250 £57,500 £53,750
90th Percentile £71,250 £68,750 £65,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Power BI
Job Vacancy Trend in the Midlands

Job postings citing Power BI as a proportion of all IT jobs advertised in the Midlands.

Job vacancy trend for Power BI in the Midlands

Power BI
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Power BI in the Midlands.

Salary trend for Power BI in the Midlands

Power BI
Salary Histogram in the Midlands

Salary distribution for jobs citing Power BI in the Midlands over the 6 months to 5 December 2021.

Salary histogram for Power BI in the Midlands

Power BI
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Power BI within the Midlands region over the 6 months to 5 December 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
West Midlands +21 402 £45,000 -5.26% 92
East Midlands -11 117 £45,000 +19.80% 20
Power BI
England

For the 6 months to 5 December 2021, IT jobs citing Power BI also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Midlands region with a requirement for Power BI.

1 520 (100.00%) Power Platform
2 458 (88.08%) Business Intelligence
3 282 (54.23%) SQL
4 258 (49.62%) Microsoft
5 216 (41.54%) Azure
6 206 (39.62%) Analytics
7 178 (34.23%) Data Warehouse
8 166 (31.92%) SQL Server Reporting Services
9 164 (31.54%) SQL Server
10 158 (30.38%) SQL Server Integration Services
11 137 (26.35%) ETL
12 132 (25.38%) Visualisation
13 130 (25.00%) Data Modelling
14 104 (20.00%) Agile Software Development
15 102 (19.62%) Microsoft Excel
16 99 (19.04%) Social Skills
17 97 (18.65%) Analytical Skills
18 95 (18.27%) SQL Server Analysis Services
19 86 (16.54%) T-SQL
20 85 (16.35%) Data Analysis
21 84 (16.15%) Python
22 82 (15.77%) Problem-Solving
23 77 (14.81%) Databricks
24 75 (14.42%) Data Lake
25 74 (14.23%) Data Analytics
26 69 (13.27%) Data Visualisation
27 68 (13.08%) Azure Data Factory
28 67 (12.88%) Tableau
29 55 (10.58%) Finance
30 54 (10.38%) Data Analysis Expressions (DAX)

Power BI
Co-occurring IT Skills in the Midlands 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 38 (7.31%) SharePoint
2 10 (1.92%) Apache Spark
2 10 (1.92%) Confluence
2 10 (1.92%) SAS
3 7 (1.35%) Apache
4 6 (1.15%) WordPress
5 5 (0.96%) CMS
5 5 (0.96%) Drupal
6 1 (0.19%) Apache Synapse
6 1 (0.19%) Elasticsearch
6 1 (0.19%) nginx
6 1 (0.19%) Skype for Business
Applications
1 102 (19.62%) Microsoft Excel
2 24 (4.62%) Microsoft Office
3 13 (2.50%) Spreadsheet
4 10 (1.92%) Microsoft PowerPoint
5 6 (1.15%) Chatbot
6 2 (0.38%) MS Visio
Business Applications
1 20 (3.85%) Dynamics CRM
2 6 (1.15%) Academy Revenues and Benefits
2 6 (1.15%) Maximo
3 4 (0.77%) Dynamics NAV
4 3 (0.58%) Dynamics AX
4 3 (0.58%) Dynamics GP
5 2 (0.38%) Oracle Financials
5 2 (0.38%) Remedy ITSM
5 2 (0.38%) SAP CO
5 2 (0.38%) SAP FI
5 2 (0.38%) SAP FI/CO
6 1 (0.19%) iTrent
6 1 (0.19%) NetSuite
6 1 (0.19%) Oracle ERP
6 1 (0.19%) Sage 500
6 1 (0.19%) SAP S/4HANA
6 1 (0.19%) Sentinel
Cloud Services
1 520 (100.00%) Power Platform
2 216 (41.54%) Azure
3 68 (13.08%) Azure Data Factory
4 46 (8.85%) Microsoft 365
5 45 (8.65%) Azure Synapse Analytics
6 43 (8.27%) AWS
7 38 (7.31%) PowerApps
8 37 (7.12%) Dynamics 365
9 29 (5.58%) Power Automate
10 22 (4.23%) Azure Cosmos DB
10 22 (4.23%) PaaS
11 19 (3.65%) GCP
12 17 (3.27%) GitHub
13 13 (2.50%) Azure Logic Apps
13 13 (2.50%) IaaS
13 13 (2.50%) Snowflake
14 9 (1.73%) Cloud Computing
14 9 (1.73%) SaaS
15 8 (1.54%) Azure Machine Learning
15 8 (1.54%) Tricentis Tosca
Communications & Networking
1 13 (2.50%) DHCP
1 13 (2.50%) DNS
2 12 (2.31%) Intranet
3 6 (1.15%) Internet
4 2 (0.38%) Firewall
4 2 (0.38%) TCP/IP
5 1 (0.19%) 5G
5 1 (0.19%) ADSL
5 1 (0.19%) Cisco IOS
5 1 (0.19%) HTTP
5 1 (0.19%) LAN
5 1 (0.19%) Remote Desktop
5 1 (0.19%) Skype
5 1 (0.19%) VPN
5 1 (0.19%) WAN
5 1 (0.19%) WLAN
Database & Business Intelligence
1 178 (34.23%) Data Warehouse
2 166 (31.92%) SQL Server Reporting Services
3 164 (31.54%) SQL Server
4 158 (30.38%) SQL Server Integration Services
5 95 (18.27%) SQL Server Analysis Services
6 75 (14.42%) Data Lake
7 67 (12.88%) Tableau
8 36 (6.92%) Azure SQL Database
9 25 (4.81%) MySQL
10 23 (4.42%) SQL Server 2019
11 22 (4.23%) Azure SQL Data Warehouse
11 22 (4.23%) Big Data
12 21 (4.04%) Power Query
13 19 (3.65%) Microsoft Analysis Services
13 19 (3.65%) Star Schema
14 17 (3.27%) BusinessObjects
14 17 (3.27%) OLAP
15 15 (2.88%) Amazon QuickSight
15 15 (2.88%) Metadata
16 14 (2.69%) Metadata Repository
Development Applications
1 25 (4.81%) SQL Server Management Studio (SSMS)
2 22 (4.23%) Visual Studio
3 21 (4.04%) Git (software)
4 16 (3.08%) JIRA
5 9 (1.73%) Jenkins
6 8 (1.54%) Bitbucket
6 8 (1.54%) GitLab
7 6 (1.15%) Team Foundation Server
8 5 (0.96%) Visual Studio Code
9 4 (0.77%) VSS/SourceSafe
10 2 (0.38%) Mercurial
10 2 (0.38%) Subversion
11 1 (0.19%) Appium
11 1 (0.19%) Axure RP
11 1 (0.19%) HP UFT
11 1 (0.19%) JMeter
11 1 (0.19%) NeoLoad
11 1 (0.19%) Selenium
11 1 (0.19%) Visual Studio Team System
11 1 (0.19%) Visual Studio Tools for Office
General
1 99 (19.04%) Social Skills
2 97 (18.65%) Analytical Skills
3 55 (10.58%) Finance
4 36 (6.92%) Public Sector
5 32 (6.15%) Marketing
5 32 (6.15%) Retail
6 26 (5.00%) Organisational Skills
7 19 (3.65%) Presentation Skills
8 17 (3.27%) Manufacturing
9 15 (2.88%) Publishing
10 13 (2.50%) Banking
10 13 (2.50%) Law
11 9 (1.73%) Inclusion and Diversity
11 9 (1.73%) Influencing Skills
12 8 (1.54%) Legal
13 6 (1.15%) Automotive
14 2 (0.38%) Advertising
14 2 (0.38%) Games
14 2 (0.38%) Pharmaceutical
15 1 (0.19%) Aerospace
Job Titles
1 164 (31.54%) Developer
2 138 (26.54%) Analyst
3 118 (22.69%) Business Intelligence Developer
4 78 (15.00%) Data Engineer
5 61 (11.73%) Data Analyst
6 43 (8.27%) Power BI Developer
7 30 (5.77%) Business Intelligence Analyst
8 29 (5.58%) Consultant
9 26 (5.00%) SQL Developer
10 24 (4.62%) Business Intelligence Manager
11 21 (4.04%) Architect
12 18 (3.46%) Support Analyst
13 17 (3.27%) Power BI Analyst
13 17 (3.27%) SQL BI Developer
14 15 (2.88%) Business Developer
14 15 (2.88%) IT Support
15 14 (2.69%) Solutions Architect
16 13 (2.50%) Azure Developer
16 13 (2.50%) Data Consultant
16 13 (2.50%) Data Manager
Libraries, Frameworks & Software Standards
1 36 (6.92%) .NET
2 32 (6.15%) MDX
3 14 (2.69%) XML
4 12 (2.31%) PySpark
4 12 (2.31%) REST
5 11 (2.12%) JSON
6 8 (1.54%) SAML
7 6 (1.15%) HTML
8 5 (0.96%) SOAP
8 5 (0.96%) Web Services
9 4 (0.77%) CSS
10 3 (0.58%) .NET Framework
11 2 (0.38%) ASP.NET
11 2 (0.38%) EDI
11 2 (0.38%) Kafka
11 2 (0.38%) NumPy
11 2 (0.38%) Oracle Fusion
11 2 (0.38%) Pandas
11 2 (0.38%) SciPy
11 2 (0.38%) Seaborn
Miscellaneous
1 41 (7.88%) Management Information System
2 31 (5.96%) Data Structures
3 14 (2.69%) Analytical Mindset
4 12 (2.31%) Data Protection Act
4 12 (2.31%) Driving Licence
5 9 (1.73%) Mobile App
6 8 (1.54%) Life Science
7 6 (1.15%) Industry 4.0
7 6 (1.15%) Internet of Things
7 6 (1.15%) Social Media
8 5 (0.96%) Hybrid Cloud
9 4 (0.77%) Virtual Team
10 3 (0.58%) Algorithms
10 3 (0.58%) Legacy Systems
11 2 (0.38%) Housing Association
11 2 (0.38%) Self-Motivation
11 2 (0.38%) User Experience
12 1 (0.19%) Enterprise Software
12 1 (0.19%) FMCG
12 1 (0.19%) SCADA
Operating Systems
1 32 (6.15%) Windows
2 22 (4.23%) Windows 10
3 14 (2.69%) Unix
4 12 (2.31%) Linux
4 12 (2.31%) Windows Server 2008
4 12 (2.31%) Windows XP
5 7 (1.35%) Windows Server
6 1 (0.19%) Android
6 1 (0.19%) Apple iOS
6 1 (0.19%) Mac OS
6 1 (0.19%) VMS
6 1 (0.19%) Windows 7
6 1 (0.19%) Windows Mobile
Processes & Methodologies
1 458 (88.08%) Business Intelligence
2 206 (39.62%) Analytics
3 137 (26.35%) ETL
4 132 (25.38%) Visualisation
5 130 (25.00%) Data Modelling
6 104 (20.00%) Agile Software Development
7 85 (16.35%) Data Analysis
8 82 (15.77%) Problem-Solving
9 74 (14.23%) Data Analytics
10 69 (13.27%) Data Visualisation
11 48 (9.23%) Machine Learning
11 48 (9.23%) Migration
12 46 (8.85%) ERP
12 46 (8.85%) Stakeholder Management
13 45 (8.65%) Requirements Gathering
14 44 (8.46%) DevOps
15 43 (8.27%) Decision-Making
16 42 (8.08%) Data Management
17 35 (6.73%) CRM
17 35 (6.73%) Data Engineering
Programming Languages
1 282 (54.23%) SQL
2 86 (16.54%) T-SQL
3 84 (16.15%) Python
4 54 (10.38%) Data Analysis Expressions (DAX)
5 46 (8.85%) C#
6 41 (7.88%) PowerShell
7 37 (7.12%) VBA
8 25 (4.81%) PL/SQL
9 24 (4.62%) Java
10 19 (3.65%) VB.NET
11 15 (2.88%) R
12 10 (1.92%) JavaScript
13 8 (1.54%) C++
13 8 (1.54%) HiveQL
14 6 (1.15%) C
14 6 (1.15%) PHP
15 5 (0.96%) Shell Script
16 2 (0.38%) ANSI SQL
16 2 (0.38%) Scala
16 2 (0.38%) VB
Qualifications
1 43 (8.27%) Degree
2 23 (4.42%) Microsoft Certification
3 16 (3.08%) Security Cleared
4 11 (2.12%) MCSE
5 6 (1.15%) Computer Science Degree
6 4 (0.77%) MCSA
7 3 (0.58%) DBS Check
8 2 (0.38%) SC Cleared
9 1 (0.19%) AAT
9 1 (0.19%) ACCA
9 1 (0.19%) CIMA
9 1 (0.19%) Master's Degree
9 1 (0.19%) MCP
9 1 (0.19%) PRINCE2 Practitioner
9 1 (0.19%) SAP Certification
9 1 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 31 (5.96%) Data Quality
2 22 (4.23%) QA
3 18 (3.46%) SLA
4 12 (2.31%) Sarbanes-Oxley
5 9 (1.73%) GDPR
6 7 (1.35%) ISO/IEC 27001
6 7 (1.35%) PMO
7 5 (0.96%) COBIT
8 3 (0.58%) NIST
9 2 (0.38%) GxP
10 1 (0.19%) Actionable Recommendations
10 1 (0.19%) Cyber Essentials
10 1 (0.19%) GRC
10 1 (0.19%) ITGC
10 1 (0.19%) PCI DSS
System Software
1 23 (4.42%) Active Directory
2 19 (3.65%) Hyper-V
3 8 (1.54%) HDFS
4 4 (0.77%) VMware Infrastructure
5 2 (0.38%) Docker
6 1 (0.19%) BitLocker
Systems Management
1 11 (2.12%) Ansible
2 9 (1.73%) SCCM
3 8 (1.54%) Microsoft Intune
3 8 (1.54%) Single Sign-On
4 3 (0.58%) Kubernetes
4 3 (0.58%) Terraform
5 1 (0.19%) Jamf Pro
5 1 (0.19%) Kibana
5 1 (0.19%) Tivoli
Vendors
1 258 (49.62%) Microsoft
2 77 (14.81%) Databricks
3 51 (9.81%) Oracle
4 22 (4.23%) Google
4 22 (4.23%) Informatica
4 22 (4.23%) SAP
5 18 (3.46%) Salesforce.com
6 14 (2.69%) JD Edwards
7 12 (2.31%) Acronis
7 12 (2.31%) Citrix
7 12 (2.31%) MAPICS
7 12 (2.31%) Veeam
7 12 (2.31%) VMware
8 11 (2.12%) Birst
8 11 (2.12%) Talend
9 10 (1.92%) IFS
9 10 (1.92%) Infor
10 8 (1.54%) Civica
10 8 (1.54%) Okta
11 6 (1.15%) Cognos