Data Analysis Expressions Jobs

Microsoft Data Analysis Expressions (DAX)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Analysis Expressions skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis Expressions over the 6 months to 7 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
7 Dec 2023
Same period 2022 Same period 2021
Rank 533 687 579
Rank change year-on-year +154 -108 +31
Permanent jobs citing Data Analysis Expressions 203 409 591
As % of all permanent jobs advertised in the UK 0.38% 0.33% 0.46%
As % of the Programming Languages category 0.94% 0.72% 0.89%
Number of salaries quoted 163 320 469
10th Percentile £41,250 £36,250 £35,000
25th Percentile £46,250 £40,000 £38,750
Median annual salary (50th Percentile) £55,000 £48,750 £45,250
Median % change year-on-year +12.82% +7.73% -19.56%
75th Percentile £71,250 £65,000 £62,500
90th Percentile £85,000 £75,000 £74,000
UK excluding London median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -5.56%

All Programming Languages
UK

Data Analysis Expressions is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for coding skills.

Permanent vacancies with a requirement for coding skills 21,547 56,460 66,736
As % of all permanent jobs advertised in the UK 40.67% 45.96% 52.08%
Number of salaries quoted 16,785 35,996 45,555
10th Percentile £39,730 £38,442 £36,250
25th Percentile £47,788 £47,500 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% +9.09%
75th Percentile £85,000 £85,000 £80,000
90th Percentile £106,250 £102,500 £97,500
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Data Analysis Expressions
Job Vacancy Trend

Job postings citing Data Analysis Expressions as a proportion of all IT jobs advertised.

Job vacancy trend for Data Analysis Expressions in the UK

Data Analysis Expressions
Salary Trend

3-month moving average salary quoted in jobs citing Data Analysis Expressions.

Salary trend for Data Analysis Expressions in the UK

Data Analysis Expressions
Salary Histogram

Salary distribution for jobs citing Data Analysis Expressions over the 6 months to 7 December 2023.

Salary histogram for Data Analysis Expressions in the UK

Data Analysis Expressions
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis Expressions within the UK over the 6 months to 7 December 2023. 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
Jobs
England +187 198 £56,500 +13.00% 79
UK excluding London +118 107 £50,000 +11.11% 64
Work from Home +134 94 £55,000 +10.00% 50
London +204 82 £65,000 - 23
North of England +136 41 £50,000 +25.00% 15
Yorkshire +129 30 £50,000 +13.64% 4
South East +103 25 £55,000 - 9
Midlands +110 18 £47,500 - 16
South West +61 14 £45,500 -2.15% 3
West Midlands +119 13 £47,500 +11.11% 15
North West +91 10 £68,750 +71.88% 11
East of England +104 9 £47,500 -13.64% 11
East Midlands +39 5 £56,500 +18.95% 1
North East +38 1 £45,000 +38.46%
Northern Ireland +38 1 £45,000 -

Data Analysis Expressions
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (4.43%) SharePoint
2 5 (2.46%) Apache Spark
3 1 (0.49%) SAS
Applications
1 29 (14.29%) Microsoft Excel
2 3 (1.48%) Microsoft Office
3 1 (0.49%) Microsoft Project
Business Applications
1 5 (2.46%) NetSuite
1 5 (2.46%) Shopify
2 2 (0.99%) Dynamics CRM
Cloud Services
1 196 (96.55%) Power Platform
2 104 (51.23%) Azure
3 38 (18.72%) PowerApps
4 37 (18.23%) Azure DevOps
5 25 (12.32%) Azure Data Factory
6 15 (7.39%) Power Automate
7 10 (4.93%) Azure Synapse Analytics
8 7 (3.45%) AWS
9 6 (2.96%) Microsoft 365
10 5 (2.46%) Azure Data Lake Analytics
11 3 (1.48%) Dynamics 365
11 3 (1.48%) PaaS
11 3 (1.48%) WhatsApp
12 2 (0.99%) Azure Cosmos DB
12 2 (0.99%) Google Analytics
13 1 (0.49%) Azure Cognitive Services
13 1 (0.49%) Azure Logic Apps
13 1 (0.49%) Azure Stack
13 1 (0.49%) Azure Storage
13 1 (0.49%) Snowflake
Communications & Networking
1 7 (3.45%) Network Security
Database & Business Intelligence
1 193 (95.07%) Power BI
2 67 (33.00%) Data Warehouse
3 65 (32.02%) SQL Server Analysis Services
4 61 (30.05%) Power Query
4 61 (30.05%) SQL Server Integration Services
5 52 (25.62%) SQL Server Reporting Services
6 50 (24.63%) SQL Server
7 29 (14.29%) Data Lake
8 26 (12.81%) Star Schema
9 14 (6.90%) Microsoft Analysis Services
10 10 (4.93%) Tableau
11 9 (4.43%) Azure SQL Database
12 6 (2.96%) OLAP
12 6 (2.96%) Relational Database
13 5 (2.46%) Azure SQL Data Warehouse
13 5 (2.46%) Essbase
14 4 (1.97%) Metadata
15 2 (0.99%) Big Data
15 2 (0.99%) BusinessObjects
15 2 (0.99%) Delta Lake
Development Applications
1 6 (2.96%) Visual Studio Team System
2 4 (1.97%) SQL Server Management Studio (SSMS)
3 1 (0.49%) Git
3 1 (0.49%) JIRA
General
1 82 (40.39%) Finance
2 58 (28.57%) Social Skills
3 51 (25.12%) Analytical Skills
4 24 (11.82%) Marketing
5 22 (10.84%) Electronics
5 22 (10.84%) Manufacturing
6 19 (9.36%) Banking
7 13 (6.40%) Documentation Skills
8 12 (5.91%) Legal
9 11 (5.42%) Presentation Skills
10 9 (4.43%) Corporate Banking
10 9 (4.43%) Inclusion and Diversity
10 9 (4.43%) Law
11 8 (3.94%) Retail
12 5 (2.46%) Pharmaceutical
12 5 (2.46%) Private Banking
13 4 (1.97%) Financial Institution
14 2 (0.99%) Influencing Skills
14 2 (0.99%) Local Government
14 2 (0.99%) Organisational Skills
Job Titles
1 96 (47.29%) Developer
2 85 (41.87%) Business Intelligence Developer
3 70 (34.48%) Power BI Developer
4 53 (26.11%) Analyst
5 38 (18.72%) Business Intelligence Analyst
6 32 (15.76%) Senior
7 25 (12.32%) Power BI Analyst
8 21 (10.34%) Data Engineer
9 16 (7.88%) Business Developer
9 16 (7.88%) Data Analyst
10 14 (6.90%) Analyst Developer
11 13 (6.40%) Senior Analyst
12 12 (5.91%) Lead
13 9 (4.43%) Senior Business Intelligence Analyst
14 8 (3.94%) Developer Analyst
15 7 (3.45%) Business Intelligence Specialist
15 7 (3.45%) Consultant
15 7 (3.45%) Senior Data Engineer
16 6 (2.96%) Azure Engineer
16 6 (2.96%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 12 (5.91%) MDX
2 5 (2.46%) .NET
2 5 (2.46%) Middleware
3 2 (0.99%) Microsoft Graph
3 2 (0.99%) REST
4 1 (0.49%) AngularJS
4 1 (0.49%) D3.js
4 1 (0.49%) LDAP
4 1 (0.49%) Pandas
4 1 (0.49%) PySpark
4 1 (0.49%) RESTful
Miscellaneous
1 7 (3.45%) Management Information System
2 6 (2.96%) Legacy Systems
3 5 (2.46%) Enterprise Software
4 4 (1.97%) Greenfield Project
5 2 (0.99%) Low-Code
6 1 (0.49%) Analytical Mindset
6 1 (0.49%) Data Structures
6 1 (0.49%) Distributed Systems
6 1 (0.49%) Housing Association
6 1 (0.49%) NHS
6 1 (0.49%) Operational Technology
6 1 (0.49%) Replication
6 1 (0.49%) Self-Motivation
6 1 (0.49%) Team-Oriented Environment
Operating Systems
1 6 (2.96%) Windows
2 4 (1.97%) Windows Server
3 1 (0.49%) Linux
3 1 (0.49%) Windows 10
Processes & Methodologies
1 193 (95.07%) Business Intelligence
2 127 (62.56%) Analytics
3 121 (59.61%) Visualisation
4 112 (55.17%) Data Modelling
5 65 (32.02%) ETL
6 63 (31.03%) Data Visualisation
7 54 (26.60%) DevOps
8 53 (26.11%) Decision-Making
9 47 (23.15%) Problem-Solving
10 46 (22.66%) Agile
11 43 (21.18%) Data Analytics
12 36 (17.73%) Data Analysis
13 32 (15.76%) Business Analytics
14 29 (14.29%) Data Science
15 24 (11.82%) Mentoring
16 22 (10.84%) Stakeholder Management
17 21 (10.34%) Data Integration
17 21 (10.34%) Scrum
18 19 (9.36%) Data Governance
19 18 (8.87%) Data Management
Programming Languages
1 172 (84.73%) SQL
2 32 (15.76%) Python
3 30 (14.78%) T-SQL
4 13 (6.40%) C#
4 13 (6.40%) R
5 8 (3.94%) VBA
6 5 (2.46%) U-SQL
6 5 (2.46%) XMLA
7 2 (0.99%) JavaScript
7 2 (0.99%) PL/SQL
7 2 (0.99%) VBScript
8 1 (0.49%) Bash
8 1 (0.49%) Perl
8 1 (0.49%) PHP
Qualifications
1 50 (24.63%) Degree
2 8 (3.94%) Microsoft Certification
3 6 (2.96%) Computer Science Degree
4 4 (1.97%) SC Cleared
4 4 (1.97%) Security Cleared
5 1 (0.49%) Azure Certification
Quality Assurance & Compliance
1 24 (11.82%) Data Quality
2 11 (5.42%) QA
3 2 (0.99%) PMO
4 1 (0.49%) Actionable Recommendations
4 1 (0.49%) GDPR
4 1 (0.49%) SNOMED CT
System Software
1 1 (0.49%) Active Directory
Systems Management
1 1 (0.49%) Ansible
Vendors
1 82 (40.39%) Microsoft
2 16 (7.88%) Databricks
3 14 (6.90%) Oracle
4 5 (2.46%) Hyperion
4 5 (2.46%) Xero
5 4 (1.97%) Computacenter
6 3 (1.48%) SAP
7 2 (0.99%) GoldenSource
7 2 (0.99%) Google
8 1 (0.49%) Alteryx
8 1 (0.49%) Apple
8 1 (0.49%) Micro Focus
8 1 (0.49%) MicroStrategy
8 1 (0.49%) Nintex
8 1 (0.49%) Vertica