Data Lineage Contract Job Trends in Glasgow

Data Lineage
Scotland > Glasgow

The table below provides summary statistics and contractor rates for jobs advertised in Glasgow requiring Data Lineage skills. It covers contract job vacancies from the 6 months leading up to 29 October 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Oct 2025
Same period 2024 Same period 2023
Rank 58 71 63
Rank change year-on-year +13 -8 -
Contract jobs citing Data Lineage 22 1 14
As % of all contract jobs in Glasgow 2.90% 0.14% 1.69%
As % of the Processes & Methodologies category 3.27% 0.16% 1.84%
Number of daily rates quoted 19 1 13
10th Percentile £401 - £463
25th Percentile £425 £475 £475
Median daily rate (50th Percentile) £465 £500 £500
Median % change year-on-year -7.00% - -
75th Percentile £525 £525 £525
90th Percentile £575 - £543
Scotland median daily rate £465 £500 £500
% change year-on-year -7.00% - -

All Process and Methodology Skills
Glasgow

Data Lineage falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Glasgow.

Contract vacancies with a requirement for process or methodology skills 672 633 760
As % of all contract IT jobs advertised in Glasgow 88.54% 89.15% 91.68%
Number of daily rates quoted 423 412 509
10th Percentile £300 £279 £344
25th Percentile £381 £356 £412
Median daily rate (50th Percentile) £450 £438 £500
Median % change year-on-year +2.86% -12.50% +5.26%
75th Percentile £538 £538 £588
90th Percentile £625 £675 £700
Scotland median daily rate £465 £450 £479
% change year-on-year +3.33% -6.05% +0.84%
Number of hourly rates quoted 21 12 19
10th Percentile £15.09 £15.39 £11.70
25th Percentile £16.84 £18.11 £12.13
Median hourly rate £18.00 £19.59 £14.50
Median % change year-on-year -8.12% +35.10% -61.26%
75th Percentile £26.21 £26.76 £17.72
90th Percentile £57.50 £41.70 £27.64
Scotland median hourly rate £20.00 £21.80 £19.18
% change year-on-year -8.24% +13.63% +2.29%

Data Lineage
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of contract IT job postings citing Data Lineage relative to all contract IT jobs advertised in Glasgow.

Data Lineage job vacancy trend in Glasgow

Data Lineage
Daily Rate Trend in Glasgow

Contractor daily rate distribution trend for jobs in Glasgow citing Data Lineage.

Contractor daily rate distribution trend for jobs in Glasgow citing Data Lineage

Data Lineage
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Data Lineage in Glasgow over the 6 months to 29 October 2025.

Daily rate histogram for Data Lineage in Glasgow

Data Lineage
Co-Occurring Skills & Capabilities in Glasgow by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (13.64%) Confluence
2 1 (4.55%) SharePoint
Applications
1 1 (4.55%) Microsoft Excel
Business Applications
1 1 (4.55%) Sparx Enterprise Architect
Cloud Services
1 5 (22.73%) Snowflake
2 2 (9.09%) AWS
2 2 (9.09%) dbt
3 1 (4.55%) Azure
3 1 (4.55%) Azure Data Factory
3 1 (4.55%) Azure Synapse Analytics
3 1 (4.55%) Dynamics 365
3 1 (4.55%) Microsoft Purview
3 1 (4.55%) Power Platform
Database & Business Intelligence
1 11 (50.00%) Metadata
2 9 (40.91%) Relational Database
3 4 (18.18%) BigQuery
4 2 (9.09%) Big Data
4 2 (9.09%) NoSQL
5 1 (4.55%) Azure SQL Database
5 1 (4.55%) Data Lake
5 1 (4.55%) Data Vault
5 1 (4.55%) Data Warehouse
5 1 (4.55%) Power BI
5 1 (4.55%) SQL Server
5 1 (4.55%) SQL Server Reporting Services
Development Applications
1 3 (13.64%) ERwin
1 3 (13.64%) JIRA
2 1 (4.55%) PowerDesigner
General
1 12 (54.55%) Finance
2 11 (50.00%) Social Skills
3 9 (40.91%) Banking
4 8 (36.36%) Investment Banking
5 5 (22.73%) Analytical Skills
5 5 (22.73%) Documentation Skills
6 1 (4.55%) Public Sector
Job Titles
1 13 (59.09%) Analyst
1 13 (59.09%) Data Analyst
2 7 (31.82%) Data Modeller
3 3 (13.64%) Scrum Master
4 2 (9.09%) Teradata Analyst
5 1 (4.55%) Architect
5 1 (4.55%) Asset Management Analyst
5 1 (4.55%) Big Data Analyst
5 1 (4.55%) Big Data Engineer
5 1 (4.55%) Configuration Management Analyst
5 1 (4.55%) Data Architect
5 1 (4.55%) Data Engineer
5 1 (4.55%) Senior
5 1 (4.55%) Senior Data Modeller
5 1 (4.55%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (4.55%) REST
1 1 (4.55%) SOAP
Miscellaneous
1 9 (40.91%) CMDB
2 8 (36.36%) Self-Motivation
2 8 (36.36%) Virtual Team
3 1 (4.55%) Analytical Mindset
3 1 (4.55%) Data Centre
3 1 (4.55%) Data Structures
Processes & Methodologies
1 17 (77.27%) Data Modelling
2 11 (50.00%) Agile
2 11 (50.00%) Data Architecture
2 11 (50.00%) Data Governance
2 11 (50.00%) Metadata Management
3 9 (40.91%) Analytics
3 9 (40.91%) Change Control
3 9 (40.91%) Data Management
4 8 (36.36%) Business Analysis
4 8 (36.36%) Configuration Management
4 8 (36.36%) Data Visualisation
4 8 (36.36%) ITIL
4 8 (36.36%) ITSM
4 8 (36.36%) Problem-Solving
4 8 (36.36%) Programme Management
4 8 (36.36%) Service Management
4 8 (36.36%) Time Management
4 8 (36.36%) Visualisation
4 8 (36.36%) Waterfall
5 5 (22.73%) Data Transformation
Programming Languages
1 16 (72.73%) SQL
2 1 (4.55%) Python
Qualifications
1 8 (36.36%) ITIL Certification
2 1 (4.55%) BPSS Clearance
2 1 (4.55%) SC Cleared
2 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 5 (22.73%) Data Quality
2 2 (9.09%) GDPR
Vendors
1 9 (40.91%) ServiceNow
2 5 (22.73%) Microsoft
2 5 (22.73%) Teradata
3 4 (18.18%) Oracle
4 2 (9.09%) Databricks
5 1 (4.55%) Sparx