Data Lineage Contracts with Work from Home Options

Data Lineage
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and a requirement for Data Lineage skills. Included is a benchmarking guide to the contractor rates 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 276 433 545
Rank change year-on-year +157 +112 -81
Contract jobs citing Data Lineage 71 34 74
As % of all contract jobs with a WFH option 0.47% 0.14% 0.17%
As % of the Processes & Methodologies category 0.53% 0.15% 0.18%
Number of daily rates quoted 53 26 50
10th Percentile £400 £500 £476
25th Percentile £425 £525 £500
Median daily rate (50th Percentile) £563 £600 £588
Median % change year-on-year -6.25% +2.13% +27.03%
75th Percentile £650 £722 £750
90th Percentile £724 £788 £900
UK median daily rate £550 £600 £600
% change year-on-year -8.33% - +20.00%

All Process and Methodology Skills
Work from Home

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

Contract vacancies with a requirement for process or methodology skills 13,282 22,550 40,272
As % of all contract jobs with a WFH option 87.98% 89.75% 91.08%
Number of daily rates quoted 8,890 15,929 29,247
10th Percentile £325 £363 £362
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +7.69%
75th Percentile £638 £650 £630
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 574 522 532
10th Percentile £15.05 £18.63 £13.75
25th Percentile £25.50 £30.00 £20.00
Median hourly rate £43.00 £55.00 £35.00
Median % change year-on-year -21.82% +57.14% +41.16%
75th Percentile £60.00 £69.31 £55.38
90th Percentile £75.18 £80.25 £67.50
UK median hourly rate £36.50 £36.00 £25.00
% change year-on-year +1.39% +44.00% +2.04%

Data Lineage
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Lineage as a proportion of all IT jobs advertised.

Data Lineage trend for jobs with a WFH option

Data Lineage
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Data Lineage.

Data Lineage daily rate for jobs with a WFH option

Data Lineage
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Data Lineage over the 6 months to 8 May 2024.

Data Lineage daily rate histogram for jobs with a WFH option

Data Lineage
Co-occurring Skills and Capabilities with WFH Options 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 (1.41%) Apache Airflow
Applications
1 3 (4.23%) Microsoft Excel
1 3 (4.23%) Microsoft Office
1 3 (4.23%) MS Visio
2 2 (2.82%) Microsoft PowerPoint
Business Applications
1 1 (1.41%) SAP S/4HANA
Cloud Services
1 19 (26.76%) Azure
2 15 (21.13%) Collibra
3 8 (11.27%) AWS
4 7 (9.86%) Microsoft Purview
4 7 (9.86%) Power Platform
5 6 (8.45%) Azure Stack
6 3 (4.23%) GCP
7 2 (2.82%) Amazon Kinesis
7 2 (2.82%) Azure Data Factory
7 2 (2.82%) Cloud Computing
7 2 (2.82%) Matillion
7 2 (2.82%) Serverless
8 1 (1.41%) Alation
8 1 (1.41%) Amazon S3
8 1 (1.41%) AWS Lambda
8 1 (1.41%) Datadog
8 1 (1.41%) dbt
8 1 (1.41%) Snowflake
Database & Business Intelligence
1 21 (29.58%) Metadata
2 18 (25.35%) Data Warehouse
3 11 (15.49%) SQL Server
4 7 (9.86%) NoSQL
4 7 (9.86%) Power BI
5 6 (8.45%) Snowflake Schema
6 3 (4.23%) OLAP
6 3 (4.23%) OLTP
7 2 (2.82%) Amazon QuickSight
7 2 (2.82%) Enterprise Data Warehouse
7 2 (2.82%) Tableau
8 1 (1.41%) Data Lake
8 1 (1.41%) Data Mart
8 1 (1.41%) Data Vault
8 1 (1.41%) SQL Server Integration Services
8 1 (1.41%) SQL Server Reporting Services
Development Applications
1 2 (2.82%) Git
2 1 (1.41%) JIRA
2 1 (1.41%) kappa
General
1 28 (39.44%) Finance
2 20 (28.17%) Social Skills
3 9 (12.68%) Banking
3 9 (12.68%) Front Office
4 8 (11.27%) Public Sector
5 7 (9.86%) Analytical Skills
6 3 (4.23%) Financial Institution
7 2 (2.82%) Legal
7 2 (2.82%) Pharmaceutical
8 1 (1.41%) Organisational Skills
8 1 (1.41%) Presentation Skills
8 1 (1.41%) Publishing
8 1 (1.41%) Retail
Job Titles
1 21 (29.58%) Architect
2 18 (25.35%) Data Architect
3 10 (14.08%) Analyst
3 10 (14.08%) Data Analyst
3 10 (14.08%) Developer
4 8 (11.27%) Consultant
5 7 (9.86%) Data Engineer
5 7 (9.86%) Integration Engineer
5 7 (9.86%) Java Developer
5 7 (9.86%) Senior
6 6 (8.45%) Data Consultant
6 6 (8.45%) Data Governance Consultant
6 6 (8.45%) Governance Consultant
7 5 (7.04%) Lead
8 3 (4.23%) Data Integration Engineer
8 3 (4.23%) Governance Analyst
8 3 (4.23%) Senior Architect
8 3 (4.23%) Senior Data Architect
8 3 (4.23%) Senior Data Engineer
9 2 (2.82%) Data Analytics Architect
Libraries, Frameworks & Software Standards
1 12 (16.90%) JSON
2 6 (8.45%) JSON Schema
2 6 (8.45%) REST
2 6 (8.45%) XML
3 3 (4.23%) .NET
Miscellaneous
1 11 (15.49%) Data Structures
2 9 (12.68%) Product Ownership
3 7 (9.86%) Reference Data
4 3 (4.23%) Equities
4 3 (4.23%) Taxonomies
5 2 (2.82%) Blockchain
5 2 (2.82%) Management Information System
5 2 (2.82%) Self-Motivation
6 1 (1.41%) Legacy Systems
6 1 (1.41%) Onboarding
Processes & Methodologies
1 53 (74.65%) Data Governance
2 35 (49.30%) Data Modelling
3 26 (36.62%) Agile
4 24 (33.80%) Decision-Making
5 23 (32.39%) Data Management
6 18 (25.35%) Problem-Solving
7 16 (22.54%) Analytics
7 16 (22.54%) Business Intelligence
7 16 (22.54%) ETL
7 16 (22.54%) Stakeholder Management
8 15 (21.13%) Data Architecture
8 15 (21.13%) Data Strategy
8 15 (21.13%) Metadata Management
9 14 (19.72%) Data Integration
9 14 (19.72%) Machine Learning
10 13 (18.31%) Collaborative Culture
10 13 (18.31%) Computer Science
10 13 (18.31%) Data Mapping
11 11 (15.49%) Artificial Intelligence
11 11 (15.49%) Use Case
Programming Languages
1 32 (45.07%) SQL
2 7 (9.86%) Java
2 7 (9.86%) Python
3 5 (7.04%) T-SQL
4 4 (5.63%) PL/SQL
5 2 (2.82%) Bash
5 2 (2.82%) C#
5 2 (2.82%) JavaScript
5 2 (2.82%) TypeScript
Qualifications
1 15 (21.13%) Degree
2 11 (15.49%) Master's Degree
2 11 (15.49%) PhD
3 5 (7.04%) SC Cleared
3 5 (7.04%) Security Cleared
4 2 (2.82%) Computer Science Degree
5 1 (1.41%) Azure Certification
Quality Assurance & Compliance
1 31 (43.66%) Data Quality
2 5 (7.04%) GDPR
3 4 (5.63%) Dodd-Frank
3 4 (5.63%) MiFID
4 1 (1.41%) California Consumer Privacy Act
4 1 (1.41%) QA
Systems Management
1 4 (5.63%) Jamf Pro
Vendors
1 11 (15.49%) Informatica
1 11 (15.49%) Microsoft
2 8 (11.27%) Oracle
3 6 (8.45%) Facebook
3 6 (8.45%) Instagram
4 4 (5.63%) Nexthink
4 4 (5.63%) Snow
5 2 (2.82%) Databricks
5 2 (2.82%) Foundry
5 2 (2.82%) Palantir
6 1 (1.41%) SAP
6 1 (1.41%) Sparx
6 1 (1.41%) Splunk