Data Lake Contracts in Edinburgh

Data Lakes
Scotland > Edinburgh

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Data Lake skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Lake over the 6 months to 29 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 Apr 2024
Same period 2023 Same period 2022
Rank 66 107 115
Rank change year-on-year +41 +8 -7
Contract jobs citing Data Lake 5 5 14
As % of all contract jobs advertised in Edinburgh 0.61% 0.38% 0.72%
As % of the Database & Business Intelligence category 3.42% 1.62% 4.75%
Number of daily rates quoted 3 4 12
10th Percentile £443 £415 £314
25th Percentile £469 £438 £386
Median daily rate (50th Percentile) £525 £564 £513
Median % change year-on-year -6.83% +9.95% +26.15%
75th Percentile £619 £664 £625
90th Percentile £668 £731 -
Scotland median daily rate £488 £538 £475
% change year-on-year -9.30% +13.16% +16.92%

All Database and Business Intelligence Skills
Edinburgh

Data Lake is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 146 309 295
As % of all contract IT jobs advertised in Edinburgh 17.91% 23.71% 15.12%
Number of daily rates quoted 106 256 211
10th Percentile £381 £402 £375
25th Percentile £431 £439 £426
Median daily rate (50th Percentile) £497 £489 £500
Median % change year-on-year +1.64% -2.20% +17.65%
75th Percentile £575 £544 £575
90th Percentile £669 £625 £638
Scotland median daily rate £475 £495 £475
% change year-on-year -4.04% +4.21% +11.76%
Number of hourly rates quoted 0 0 4
10th Percentile - - £15.44
25th Percentile - - £16.76
Median hourly rate - - £21.75
75th Percentile - - £29.00
90th Percentile - - £33.50
Scotland median hourly rate £37.07 £35.00 £26.00
% change year-on-year +5.91% +34.62% -35.00%

Data Lake
Job Vacancy Trend in Edinburgh

Job postings citing Data Lake as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Lake in Edinburgh

Data Lake
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Data Lake in Edinburgh.

Daily rate trend for Data Lake in Edinburgh

Data Lake
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Lake in Edinburgh over the 6 months to 29 April 2024.

Daily rate histogram for Data Lake in Edinburgh

Data Lake
Co-occurring Skills and Capabilities in Edinburgh 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 1 (20.00%) Apache Spark
Business Applications
1 1 (20.00%) Maximo
Cloud Services
1 2 (40.00%) Azure
1 2 (40.00%) Power Platform
2 1 (20.00%) AWS
2 1 (20.00%) Azure Data Factory
2 1 (20.00%) Azure Synapse Analytics
2 1 (20.00%) GCP
2 1 (20.00%) Microsoft 365
2 1 (20.00%) SaaS
2 1 (20.00%) Snowflake
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
2 2 (40.00%) Power BI
3 1 (20.00%) SQL Server
Development Applications
1 1 (20.00%) Git
Job Titles
1 2 (40.00%) Data Engineer
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Consultant
2 1 (20.00%) Developer
2 1 (20.00%) ITSM Consultant
2 1 (20.00%) Microsoft 365 Developer
2 1 (20.00%) Power BI Developer
2 1 (20.00%) Project Manager
2 1 (20.00%) ServiceNow Consultant
2 1 (20.00%) Technical Manager
2 1 (20.00%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 1 (20.00%) Kafka
1 1 (20.00%) REST
1 1 (20.00%) SOAP
Miscellaneous
1 2 (40.00%) CMDB
Processes & Methodologies
1 3 (60.00%) Business Intelligence
2 2 (40.00%) Agile
2 2 (40.00%) Analytics
2 2 (40.00%) Data Modelling
2 2 (40.00%) DevOps
3 1 (20.00%) Continuous Integration
3 1 (20.00%) Data Ingestion
3 1 (20.00%) Data Integration
3 1 (20.00%) Data Lineage
3 1 (20.00%) Data Mapping
3 1 (20.00%) Data Pipeline
3 1 (20.00%) ETL
3 1 (20.00%) ITSM
Programming Languages
1 2 (40.00%) Python
1 2 (40.00%) SQL
Vendors
1 2 (40.00%) Databricks
1 2 (40.00%) ServiceNow
2 1 (20.00%) Cognos
2 1 (20.00%) Salesforce