Data Lineage
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Lineage skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Lineage over the 6 months to 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 775 797 1034
Rank change year-on-year +22 +237 -247
Permanent jobs citing Data Lineage 113 199 202
As % of all permanent jobs advertised in the UK 0.11% 0.20% 0.13%
As % of the Processes & Methodologies category 0.13% 0.20% 0.13%
Number of salaries quoted 77 138 135
10th Percentile £41,250 £54,224 £50,000
25th Percentile £48,750 £56,219 £58,750
Median annual salary (50th Percentile) £70,000 £70,000 £85,000
Median % change year-on-year - -17.65% +33.33%
75th Percentile £91,250 £97,500 £87,500
90th Percentile £122,861 £108,365 £98,000
UK excluding London median annual salary £52,500 £59,526 £51,263
% change year-on-year -11.80% +16.12% -2.36%

All Process and Methodology Skills
UK

Data Lineage is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,937 97,101 150,579
As % of all permanent jobs advertised in the UK 85.64% 95.61% 95.65%
Number of salaries quoted 59,853 57,006 82,680
10th Percentile £29,000 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,750
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Data Lineage
Job Vacancy Trend

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

Job vacancy trend for Data Lineage in the UK

Data Lineage
Salary Trend

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

Salary trend for Data Lineage in the UK

Data Lineage
Salary Histogram

Salary distribution for jobs citing Data Lineage over the 6 months to 8 May 2024.

Salary histogram for Data Lineage in the UK

Data Lineage
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lineage within the UK over the 6 months to 8 May 2024. 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 -30 73 £72,500 -14.71% 34
UK excluding London -1 57 £52,500 -11.80% 8
Work from Home +18 40 £65,000 +9.20% 18
London +29 38 £80,000 -5.88% 26
Scotland -41 26 £45,000 -24.40%
North of England +45 22 £49,875 -14.76%
North West +11 10 £68,490 +15.06%
Yorkshire +76 8 £44,750 -18.64%
South West -23 7 £149,601 +151.32%
North East +1 4 £42,500 -22.73%
East of England +10 1 £52,500 -40.00% 2
South East +9 1 - - 2

Data Lineage
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 25 (22.12%) Apache Spark
2 7 (6.19%) SharePoint
3 2 (1.77%) SAS
Applications
1 13 (11.50%) Microsoft Excel
2 2 (1.77%) Microsoft Office
3 1 (0.88%) Microsoft PowerPoint
3 1 (0.88%) MS Visio
Business Applications
1 5 (4.42%) Dynamics AX
1 5 (4.42%) Dynamics CRM
2 1 (0.88%) SAP ERP
Cloud Services
1 24 (21.24%) AWS
2 20 (17.70%) Azure
3 17 (15.04%) Collibra
3 17 (15.04%) GCP
4 16 (14.16%) Power Platform
5 9 (7.96%) PowerApps
6 8 (7.08%) Microsoft 365
6 8 (7.08%) Microsoft Purview
7 5 (4.42%) Azure Data Factory
7 5 (4.42%) Azure DevOps
7 5 (4.42%) Dynamics 365
7 5 (4.42%) IaaS
7 5 (4.42%) PaaS
7 5 (4.42%) Serverless
8 4 (3.54%) Azure Functions
8 4 (3.54%) Azure Logic Apps
8 4 (3.54%) Power Automate
9 2 (1.77%) Azure Synapse Analytics
9 2 (1.77%) SuccessFactors
10 1 (0.88%) Snowflake
Communications & Networking
1 18 (15.93%) DSL
Database & Business Intelligence
1 31 (27.43%) Big Data
2 28 (24.78%) Data Warehouse
2 28 (24.78%) Metadata
3 26 (23.01%) Data Lake
4 20 (17.70%) Tableau
5 18 (15.93%) DB2
5 18 (15.93%) MongoDB
6 13 (11.50%) Relational Database
7 11 (9.73%) Power BI
8 10 (8.85%) SQL Server
9 9 (7.96%) NoSQL
10 7 (6.19%) Ataccama
10 7 (6.19%) Hadoop
11 6 (5.31%) BigQuery
11 6 (5.31%) Flink
11 6 (5.31%) Oracle Database
12 4 (3.54%) Azure SQL Database
12 4 (3.54%) SQL Server Integration Services
13 2 (1.77%) RDBMS
13 2 (1.77%) SQL Server Reporting Services
Development Applications
1 4 (3.54%) Oracle Forms
2 1 (0.88%) ERwin
2 1 (0.88%) JMeter
2 1 (0.88%) Postman
General
1 55 (48.67%) Finance
2 48 (42.48%) Banking
3 45 (39.82%) Analytical Skills
4 26 (23.01%) Social Skills
5 22 (19.47%) Marketing
6 20 (17.70%) Inclusion and Diversity
7 18 (15.93%) Financial Institution
7 18 (15.93%) Investment Banking
7 18 (15.93%) Law
8 9 (7.96%) Presentation Skills
9 4 (3.54%) Influencing Skills
10 3 (2.65%) Legal
10 3 (2.65%) Retail
11 2 (1.77%) Public Sector
12 1 (0.88%) Pharmaceutical
12 1 (0.88%) Publishing
12 1 (0.88%) Retail Banking
Job Titles
1 27 (23.89%) Data Engineer
2 24 (21.24%) Analyst
3 19 (16.81%) Data Analyst
4 18 (15.93%) Software Engineering Director
5 13 (11.50%) Data Manager
5 13 (11.50%) Senior
6 12 (10.62%) Lead
7 10 (8.85%) Architect
8 9 (7.96%) Business Data Analyst
9 8 (7.08%) Resilience Manager
10 6 (5.31%) Data Architect
10 6 (5.31%) Head of Engineering
11 5 (4.42%) Cloud Architect
11 5 (4.42%) Consultant
11 5 (4.42%) Governance Analyst
11 5 (4.42%) Senior Data Engineer
11 5 (4.42%) Senior Manager
12 4 (3.54%) Azure Engineer
12 4 (3.54%) Compliance Specialist
12 4 (3.54%) Security Compliance Specialist
Libraries, Frameworks & Software Standards
1 23 (20.35%) Kafka
2 8 (7.08%) Middleware
3 6 (5.31%) Apache Beam
4 5 (4.42%) .NET
4 5 (4.42%) J2EE
5 2 (1.77%) Great Expectations
5 2 (1.77%) PySpark
6 1 (0.88%) Oracle Fusion
Miscellaneous
1 35 (30.97%) Management Information System
2 25 (22.12%) Cloud Native
3 21 (18.58%) Product Ownership
4 18 (15.93%) Public Cloud
5 9 (7.96%) Data Structures
6 8 (7.08%) Algorithms
6 8 (7.08%) Cyber Threat
7 7 (6.19%) Taxonomies
8 5 (4.42%) Blog
8 5 (4.42%) Hybrid Cloud
8 5 (4.42%) Team-Oriented Environment
9 4 (3.54%) Credit Risk
10 3 (2.65%) Reference Data
11 2 (1.77%) Client/Server
12 1 (0.88%) Legacy Systems
12 1 (0.88%) SWIFT Messaging Network
Processes & Methodologies
1 55 (48.67%) Analytics
2 54 (47.79%) Data Governance
3 49 (43.36%) Data Modelling
4 46 (40.71%) Agile
4 46 (40.71%) Data Management
5 42 (37.17%) Business Intelligence
6 34 (30.09%) Data Strategy
7 32 (28.32%) Data Pipeline
7 32 (28.32%) Decision-Making
8 31 (27.43%) Artificial Intelligence
9 29 (25.66%) CI/CD
10 26 (23.01%) Data Analytics
10 26 (23.01%) Software Engineering
11 24 (21.24%) Continuous Delivery
11 24 (21.24%) Data Reconciliation
11 24 (21.24%) Operational Stability
12 23 (20.35%) Data Analysis
13 21 (18.58%) Data Science
13 21 (18.58%) Metadata Management
14 20 (17.70%) Problem-Solving
Programming Languages
1 62 (54.87%) SQL
2 33 (29.20%) Python
3 29 (25.66%) Java
4 24 (21.24%) PL/SQL
4 24 (21.24%) Scala
5 9 (7.96%) T-SQL
6 4 (3.54%) Go
6 4 (3.54%) PowerShell
7 3 (2.65%) JavaScript
8 2 (1.77%) VBA
Qualifications
1 18 (15.93%) Degree
2 3 (2.65%) Computer Science Degree
3 2 (1.77%) Postgraduate
4 1 (0.88%) AWS Certification
4 1 (0.88%) AWS Certified Solutions Architect
4 1 (0.88%) Azure Certification
4 1 (0.88%) Master's Degree
4 1 (0.88%) PMP
4 1 (0.88%) SC Cleared
4 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 58 (51.33%) Data Quality
2 18 (15.93%) SLA
3 8 (7.08%) QA
4 4 (3.54%) GRC
5 2 (1.77%) GDPR
System Software
1 6 (5.31%) Docker
2 1 (0.88%) HDFS
Systems Management
1 24 (21.24%) Kubernetes
Vendors
1 37 (32.74%) Oracle
2 25 (22.12%) Microsoft
3 21 (18.58%) Databricks
4 18 (15.93%) Alteryx
4 18 (15.93%) Cognos
4 18 (15.93%) Sybase
5 8 (7.08%) SAP
5 8 (7.08%) ServiceNow
6 6 (5.31%) Teradata
7 4 (3.54%) Informatica
8 3 (2.65%) Talend
9 1 (0.88%) Ab Initio
9 1 (0.88%) Cloudera
9 1 (0.88%) GoldenSource
9 1 (0.88%) Marketo
9 1 (0.88%) Salesforce
9 1 (0.88%) SnapLogic