Period
to

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Analysis Expressions (DAX) skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis Expressions (DAX) over the 6 months to 29 June 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Analysis Expressions (DAX)
England > London
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 532 469 367
Rank change year-on-year -63 -102 +139
Contract jobs citing Data Analysis Expressions (DAX) 53 45 33
As % of all contract jobs advertised in London 0.13% 0.17% 0.19%
As % of the Programming Languages category 0.32% 0.35% 0.38%
Number of daily rates quoted 45 32 27
10th Percentile £432 £364 £315
25th Percentile £525 £413 £396
Median daily rate (50th Percentile) £550 £488 £475
Median % change year-on-year +12.82% +2.63% -5.00%
75th Percentile £600 £538 £558
90th Percentile £619 £568 £675
England median daily rate £536 £450 £450
% change year-on-year +19.17% - -1.64%

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

All Programming Languages
London
Contract vacancies with a requirement for coding skills 16,629 12,830 8,700
As % of all contract IT jobs advertised in London 42.33% 47.46% 49.83%
Number of daily rates quoted 12,784 9,578 6,489
10th Percentile £413 £381 £368
25th Percentile £500 £459 £450
Median daily rate (50th Percentile) £600 £550 £525
Median % change year-on-year +9.09% +4.76% -
75th Percentile £725 £650 £630
90th Percentile £800 £725 £713
England median daily rate £553 £501 £500
% change year-on-year +10.54% +0.10% +4.17%
Number of hourly rates quoted 105 71 71
10th Percentile £31.10 £20.50 £22.50
25th Percentile £35.00 £31.13 £29.13
Median hourly rate £51.25 £44.50 £47.83
Median % change year-on-year +15.17% -6.96% +28.40%
75th Percentile £67.50 £61.50 £60.50
90th Percentile £77.15 £68.36 £64.88
England median hourly rate £52.50 £42.50 £42.50
% change year-on-year +23.53% - -5.38%

Data Analysis Expressions (DAX)
Job Vacancy Trend in London

Job postings citing Data Analysis Expressions (DAX) as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Data Analysis Expressions (DAX) in London.

Daily rate trend for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Analysis Expressions (DAX) in London over the 6 months to 29 June 2022.

Daily rate histogram for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Data Analysis Expressions (DAX) in London.

Hourly rate trend for Data Analysis Expressions (DAX) in London

Data Analysis Expressions (DAX)
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analysis Expressions (DAX) within the London region over the 6 months to 29 June 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
South London - 6 £460 - 1
Central London -32 2 £365 -30.48% 5
Data Analysis Expressions (DAX)
England

For the 6 months to 29 June 2022, IT contractor jobs citing Data Analysis Expressions (DAX) also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Data Analysis Expressions (DAX).

1 53 (100.00%) Business Intelligence
2 51 (96.23%) Power BI
2 51 (96.23%) Power Platform
3 50 (94.34%) SQL
4 45 (84.91%) SQL Server Integration Services
5 34 (64.15%) Microsoft
6 33 (62.26%) SQL Server Reporting Services
7 31 (58.49%) T-SQL
7 31 (58.49%) Azure
8 29 (54.72%) SQL Server Analysis Services
9 28 (52.83%) ETL
10 25 (47.17%) Data Warehouse
11 23 (43.40%) SQL Server
12 21 (39.62%) Azure Data Factory
13 20 (37.74%) Data Lake
14 19 (35.85%) MDX
14 19 (35.85%) Finance
14 19 (35.85%) Azure SQL Database
14 19 (35.85%) Analytics
14 19 (35.85%) DevOps
15 18 (33.96%) Data Modelling
16 17 (32.08%) Agile
16 17 (32.08%) Kimball Methodology
17 15 (28.30%) Azure DevOps
18 14 (26.42%) Visual Studio
19 12 (22.64%) Azure Synapse Analytics
20 11 (20.75%) Databricks
20 11 (20.75%) Power Query
20 11 (20.75%) Social Skills
20 11 (20.75%) Python

Data Analysis Expressions (DAX)
Co-occurring IT Skills in London 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 5 (9.43%) Apache Spark
Applications
1 1 (1.89%) Microsoft Excel
1 1 (1.89%) Spreadsheet
Cloud Services
1 51 (96.23%) Power Platform
2 31 (58.49%) Azure
3 21 (39.62%) Azure Data Factory
4 15 (28.30%) Azure DevOps
5 12 (22.64%) Azure Synapse Analytics
6 7 (13.21%) PowerApps
7 5 (9.43%) Azure Storage
8 4 (7.55%) Azure Data Lake Analytics
9 3 (5.66%) Power Automate
10 1 (1.89%) Azure Logic Apps
10 1 (1.89%) Azure Monitor
10 1 (1.89%) Azure Stack
10 1 (1.89%) Dynamics 365
Communications & Networking
1 1 (1.89%) DKIM
Database & Business Intelligence
1 51 (96.23%) Power BI
2 45 (84.91%) SQL Server Integration Services
3 33 (62.26%) SQL Server Reporting Services
4 29 (54.72%) SQL Server Analysis Services
5 25 (47.17%) Data Warehouse
6 23 (43.40%) SQL Server
7 20 (37.74%) Data Lake
8 19 (35.85%) Azure SQL Database
9 11 (20.75%) Microsoft Analysis Services
9 11 (20.75%) Power Query
10 9 (16.98%) Tableau
11 6 (11.32%) Azure SQL Data Warehouse
11 6 (11.32%) Enterprise Data Warehouse
12 5 (9.43%) Big Data
12 5 (9.43%) Parquet
13 4 (7.55%) SSDT
14 2 (3.77%) PowerPivot
14 2 (3.77%) Star Schema
15 1 (1.89%) OLAP
15 1 (1.89%) Snowflake Schema
Development Applications
1 14 (26.42%) Visual Studio
2 8 (15.09%) Git (software)
3 6 (11.32%) Team Foundation Server
4 5 (9.43%) SQL Server Management Studio (SSMS)
4 5 (9.43%) Visual Studio Code
General
1 19 (35.85%) Finance
2 11 (20.75%) Social Skills
3 5 (9.43%) Analytical Skills
4 3 (5.66%) Public Sector
5 2 (3.77%) Law
6 1 (1.89%) Advertising
6 1 (1.89%) Banking
6 1 (1.89%) Financial Institution
6 1 (1.89%) French Language
6 1 (1.89%) Investment Banking
6 1 (1.89%) Legal
6 1 (1.89%) Marketing
6 1 (1.89%) Retail
Job Titles
1 35 (66.04%) Developer
2 22 (41.51%) Business Intelligence Developer
3 18 (33.96%) Power BI Developer
4 13 (24.53%) Data Engineer
5 9 (16.98%) Data Warehouse Developer
5 9 (16.98%) ETL Developer
5 9 (16.98%) SSAS Developer
5 9 (16.98%) SSIS Developer
5 9 (16.98%) SSRS Developer
6 8 (15.09%) SQL Developer
7 7 (13.21%) SQL BI Developer
8 6 (11.32%) Azure Data Engineer
8 6 (11.32%) Azure Engineer
9 5 (9.43%) Python Engineer
10 4 (7.55%) Analyst
11 3 (5.66%) Data Analyst
12 2 (3.77%) Analyst Developer
12 2 (3.77%) Business Intelligence Analyst
12 2 (3.77%) Consultant
12 2 (3.77%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 19 (35.85%) MDX
2 5 (9.43%) JSON
2 5 (9.43%) PySpark
3 2 (3.77%) .NET
4 1 (1.89%) ASP.NET Web API
4 1 (1.89%) EDI
4 1 (1.89%) REST
Miscellaneous
1 6 (11.32%) Reinsurance
2 4 (7.55%) Data Structures
3 2 (3.77%) Management Information System
4 1 (1.89%) Analytical Mindset
4 1 (1.89%) Hedge funds
4 1 (1.89%) Legacy Systems
4 1 (1.89%) User Experience
Processes & Methodologies
1 53 (100.00%) Business Intelligence
2 28 (52.83%) ETL
3 19 (35.85%) Analytics
3 19 (35.85%) DevOps
4 18 (33.96%) Data Modelling
5 17 (32.08%) Agile
5 17 (32.08%) Kimball Methodology
6 7 (13.21%) Data Engineering
7 6 (11.32%) CI/CD
7 6 (11.32%) Scrum
7 6 (11.32%) TDD
8 5 (9.43%) Data Analysis
8 5 (9.43%) Visualisation
9 4 (7.55%) Dashboard Development
9 4 (7.55%) Problem-Solving
9 4 (7.55%) SDLC
9 4 (7.55%) Wealth Management
10 3 (5.66%) Business Analysis
10 3 (5.66%) Data Visualisation
10 3 (5.66%) Dimensional Modelling
Programming Languages
1 50 (94.34%) SQL
2 31 (58.49%) T-SQL
3 11 (20.75%) Python
4 10 (18.87%) PowerShell
5 6 (11.32%) C#
6 1 (1.89%) VB.NET
6 1 (1.89%) VBA
Qualifications
1 5 (9.43%) Security Cleared
2 4 (7.55%) SC Cleared
Quality Assurance & Compliance
1 5 (9.43%) Data Quality
2 1 (1.89%) GDPR
2 1 (1.89%) Sarbanes-Oxley
Vendors
1 34 (64.15%) Microsoft
2 11 (20.75%) Databricks
3 1 (1.89%) Oracle
3 1 (1.89%) StreamSets
3 1 (1.89%) Yardi