Logical Data Model Contracts with Work from Home Options

Logical Data Model
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 Logical Data Model skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Logical Data Model over the 6 months to 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 304 415 493
Rank change year-on-year +111 +78 -117
Contract jobs citing Logical Data Model 43 53 130
As % of all contract jobs with a WFH option 0.29% 0.22% 0.30%
As % of the Processes & Methodologies category 0.33% 0.24% 0.32%
Number of daily rates quoted 33 43 104
10th Percentile £470 £484 £450
25th Percentile £563 £519 £543
Median daily rate (50th Percentile) £650 £625 £638
Median % change year-on-year +4.00% -1.96% +15.91%
75th Percentile £750 £738 £741
90th Percentile £874 £775 £775
UK median daily rate £625 £638 £630
% change year-on-year -1.96% +1.19% +14.55%

All Process and Methodology Skills
Work from Home

Logical Data Model 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 13,021 22,109 40,018
As % of all contract jobs with a WFH option 87.98% 89.70% 91.06%
Number of daily rates quoted 8,736 15,644 29,065
10th Percentile £325 £363 £361
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.82% +2.90% +7.69%
75th Percentile £638 £650 £631
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 565 507 537
10th Percentile £14.93 £18.63 £14.15
25th Percentile £25.00 £27.86 £20.75
Median hourly rate £43.00 £53.35 £39.50
Median % change year-on-year -19.40% +35.06% +61.22%
75th Percentile £60.00 £68.75 £57.50
90th Percentile £75.15 £80.00 £71.00
UK median hourly rate £36.27 £35.65 £25.68
% change year-on-year +1.75% +38.82% +5.35%

Logical Data Model
Trend for Jobs with a WFH Option

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

Logical Data Model trend for jobs with a WFH option

Logical Data Model
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 Logical Data Model.

Logical Data Model daily rate for jobs with a WFH option

Logical Data Model
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Logical Data Model over the 6 months to 16 May 2024.

Logical Data Model daily rate histogram for jobs with a WFH option

Logical Data Model
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 4 (9.30%) Apache Airflow
2 2 (4.65%) SAS
3 1 (2.33%) Apache Spark
Applications
1 1 (2.33%) Microsoft Excel
Business Applications
1 3 (6.98%) SAP S/4HANA
2 1 (2.33%) Oracle ERP
Cloud Services
1 13 (30.23%) Azure
2 5 (11.63%) AWS
2 5 (11.63%) Google Analytics
3 4 (9.30%) Power Platform
4 3 (6.98%) Azure Data Factory
4 3 (6.98%) dbt
5 2 (4.65%) Azure Cosmos DB
5 2 (4.65%) Azure Synapse Analytics
5 2 (4.65%) WhatsApp
6 1 (2.33%) GCP
Database & Business Intelligence
1 14 (32.56%) Data Warehouse
2 9 (20.93%) Big Data
3 8 (18.60%) Data Lake
4 7 (16.28%) Data Vault
4 7 (16.28%) NoSQL
5 4 (9.30%) Power BI
5 4 (9.30%) SQL Server
5 4 (9.30%) Star Schema
6 3 (6.98%) Airbyte
6 3 (6.98%) Flink
6 3 (6.98%) Metadata
7 2 (4.65%) MongoDB
7 2 (4.65%) OLAP
7 2 (4.65%) PostgreSQL
7 2 (4.65%) Relational Database
7 2 (4.65%) SAS EBI
7 2 (4.65%) SQL Server Integration Services
7 2 (4.65%) Tableau
8 1 (2.33%) OLTP
8 1 (2.33%) RDBMS
Development Applications
1 4 (9.30%) ERwin
2 1 (2.33%) JIRA
2 1 (2.33%) PowerDesigner
General
1 14 (32.56%) Finance
2 6 (13.95%) Social Skills
3 5 (11.63%) Analytical Skills
4 4 (9.30%) Inclusion and Diversity
4 4 (9.30%) Public Sector
5 3 (6.98%) Banking
5 3 (6.98%) Presentation Skills
6 2 (4.65%) Marketing
7 1 (2.33%) Publishing
7 1 (2.33%) Retail
Job Titles
1 15 (34.88%) Architect
2 13 (30.23%) Data Architect
3 12 (27.91%) Data Modeller
4 8 (18.60%) Data Engineer
5 5 (11.63%) Lead
5 5 (11.63%) Senior
6 3 (6.98%) Data Analytics Architect
6 3 (6.98%) Lead Data Engineer
7 2 (4.65%) Analyst
7 2 (4.65%) Analytics Consultant
7 2 (4.65%) Azure Consultant
7 2 (4.65%) Consultant
7 2 (4.65%) Data Consultant
7 2 (4.65%) Developer
7 2 (4.65%) Senior Architect
7 2 (4.65%) Senior Data Architect
7 2 (4.65%) Senior Data Modeller
8 1 (2.33%) GCP Architect
8 1 (2.33%) Geospatial Architect
8 1 (2.33%) Google Analytics Expert
Libraries, Frameworks & Software Standards
1 6 (13.95%) JSON
1 6 (13.95%) JSON Schema
2 2 (4.65%) PySpark
3 1 (2.33%) .NET
3 1 (2.33%) Apache Avro
3 1 (2.33%) Middleware
3 1 (2.33%) PostGIS
3 1 (2.33%) Swagger
3 1 (2.33%) XML
3 1 (2.33%) YAML
Miscellaneous
1 7 (16.28%) Data Structures
2 4 (9.30%) Management Information System
3 3 (6.98%) Legacy Systems
4 2 (4.65%) Product Ownership
5 1 (2.33%) Algorithms
5 1 (2.33%) Data Centre
5 1 (2.33%) Data Fabric
5 1 (2.33%) Data Protection Act
5 1 (2.33%) FMCG
5 1 (2.33%) Freedom of Information
5 1 (2.33%) Freedom of Information Act
5 1 (2.33%) Hybrid Cloud
5 1 (2.33%) Onboarding
5 1 (2.33%) Reference Data
Processes & Methodologies
1 43 (100.00%) Data Modelling
2 32 (74.42%) Physical Data Model
3 16 (37.21%) ETL
4 15 (34.88%) Analytics
5 11 (25.58%) Data Architecture
5 11 (25.58%) Data Engineering
6 10 (23.26%) Agile
6 10 (23.26%) Use Case
7 9 (20.93%) Business Intelligence
8 8 (18.60%) Data Strategy
8 8 (18.60%) Data Transformation
8 8 (18.60%) Visualisation
9 7 (16.28%) Conceptual Models
9 7 (16.28%) Data Governance
9 7 (16.28%) Stakeholder Management
10 6 (13.95%) Data Integration
10 6 (13.95%) Data Lineage
10 6 (13.95%) Data Visualisation
10 6 (13.95%) Problem-Solving
10 6 (13.95%) User Acceptance Testing
Programming Languages
1 11 (25.58%) SQL
2 6 (13.95%) Python
3 3 (6.98%) Java
4 1 (2.33%) PL/SQL
4 1 (2.33%) T-SQL
Qualifications
1 4 (9.30%) SC Cleared
1 4 (9.30%) Security Cleared
2 1 (2.33%) Degree
2 1 (2.33%) DV Cleared
Quality Assurance & Compliance
1 8 (18.60%) Data Quality
2 3 (6.98%) GDPR
3 2 (4.65%) QA
Vendors
1 12 (27.91%) Microsoft
2 6 (13.95%) Databricks
2 6 (13.95%) Google
3 4 (9.30%) Oracle
4 3 (6.98%) SAP
5 2 (4.65%) Embarcadero
6 1 (2.33%) Mercator
6 1 (2.33%) Sparx
6 1 (2.33%) Workday