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 30 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
30 Apr 2024
Same period 2023 Same period 2022
Rank 299 426 495
Rank change year-on-year +127 +69 -119
Contract jobs citing Logical Data Model 46 51 137
As % of all contract jobs with a WFH option 0.30% 0.20% 0.31%
As % of the Processes & Methodologies category 0.34% 0.22% 0.34%
Number of daily rates quoted 32 43 110
10th Percentile £465 £484 £449
25th Percentile £550 £519 £525
Median daily rate (50th Percentile) £625 £625 £625
Median % change year-on-year - - +13.64%
75th Percentile £708 £738 £725
90th Percentile £863 £775 £775
UK median daily rate £625 £650 £625
% change year-on-year -3.85% +4.00% +13.64%

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 13,483 23,229 40,650
As % of all contract jobs with a WFH option 87.87% 89.84% 91.14%
Number of daily rates quoted 8,996 16,418 29,502
10th Percentile £325 £363 £360
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +8.81%
75th Percentile £638 £650 £625
90th Percentile £750 £750 £719
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +7.69%
Number of hourly rates quoted 579 532 548
10th Percentile £15.17 £19.00 £13.50
25th Percentile £25.25 £30.54 £19.98
Median hourly rate £43.00 £55.00 £35.00
Median % change year-on-year -21.82% +57.14% +34.62%
75th Percentile £60.00 £68.75 £55.00
90th Percentile £75.25 £80.23 £67.50
UK median hourly rate £35.65 £37.30 £25.00
% change year-on-year -4.42% +49.20% -

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 30 April 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 (8.70%) Apache Airflow
2 2 (4.35%) SAS
3 1 (2.17%) Apache Spark
Applications
1 1 (2.17%) Microsoft Excel
Business Applications
1 2 (4.35%) SAP S/4HANA
2 1 (2.17%) Oracle ERP
2 1 (2.17%) Sparx Enterprise Architect
Cloud Services
1 13 (28.26%) Azure
2 6 (13.04%) Power Platform
3 5 (10.87%) AWS
3 5 (10.87%) Google Analytics
4 3 (6.52%) Azure Data Factory
4 3 (6.52%) dbt
5 2 (4.35%) Azure Cosmos DB
5 2 (4.35%) Azure Synapse Analytics
5 2 (4.35%) WhatsApp
6 1 (2.17%) GCP
Database & Business Intelligence
1 14 (30.43%) Data Warehouse
2 9 (19.57%) Big Data
3 7 (15.22%) Data Vault
3 7 (15.22%) NoSQL
4 6 (13.04%) Data Lake
4 6 (13.04%) Power BI
4 6 (13.04%) SQL Server
5 4 (8.70%) SQL Server Integration Services
5 4 (8.70%) Star Schema
6 3 (6.52%) Airbyte
6 3 (6.52%) Flink
6 3 (6.52%) Metadata
7 2 (4.35%) MongoDB
7 2 (4.35%) OLAP
7 2 (4.35%) PostgreSQL
7 2 (4.35%) Relational Database
7 2 (4.35%) SAS EBI
7 2 (4.35%) SQL Server Analysis Services
7 2 (4.35%) Tableau
8 1 (2.17%) OLTP
Development Applications
1 3 (6.52%) ERwin
2 2 (4.35%) SQL Server Management Studio (SSMS)
2 2 (4.35%) Visual Studio
3 1 (2.17%) JIRA
3 1 (2.17%) PowerDesigner
General
1 13 (28.26%) Finance
2 7 (15.22%) Analytical Skills
3 6 (13.04%) Social Skills
4 5 (10.87%) Public Sector
5 4 (8.70%) Inclusion and Diversity
6 3 (6.52%) Banking
6 3 (6.52%) Presentation Skills
7 2 (4.35%) Marketing
8 1 (2.17%) Publishing
8 1 (2.17%) Retail
Job Titles
1 17 (36.96%) Architect
2 14 (30.43%) Data Architect
3 10 (21.74%) Data Modeller
4 8 (17.39%) Data Engineer
5 5 (10.87%) Analyst
5 5 (10.87%) Lead
6 4 (8.70%) Data Analyst
6 4 (8.70%) Senior
7 3 (6.52%) Data Analytics Architect
7 3 (6.52%) Lead Data Engineer
8 2 (4.35%) Analytics Consultant
8 2 (4.35%) Azure Consultant
8 2 (4.35%) Business Intelligence Analyst
8 2 (4.35%) Business Intelligence Data Analyst
8 2 (4.35%) Data Consultant
8 2 (4.35%) Senior Data Architect
8 2 (4.35%) SQL Analyst
8 2 (4.35%) SQL Data Analyst
8 2 (4.35%) SQL Server Analyst
8 2 (4.35%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 6 (13.04%) JSON
1 6 (13.04%) JSON Schema
2 2 (4.35%) PySpark
3 1 (2.17%) .NET
3 1 (2.17%) Apache Avro
3 1 (2.17%) Middleware
3 1 (2.17%) PostGIS
3 1 (2.17%) Swagger
3 1 (2.17%) XML
3 1 (2.17%) YAML
Miscellaneous
1 7 (15.22%) Data Structures
2 4 (8.70%) Management Information System
3 3 (6.52%) Legacy Systems
4 2 (4.35%) Product Ownership
5 1 (2.17%) Algorithms
5 1 (2.17%) Data Centre
5 1 (2.17%) Data Fabric
5 1 (2.17%) Data Protection Act
5 1 (2.17%) Freedom of Information
5 1 (2.17%) Freedom of Information Act
5 1 (2.17%) Hybrid Cloud
5 1 (2.17%) Onboarding
5 1 (2.17%) Reference Data
Processes & Methodologies
1 46 (100.00%) Data Modelling
2 34 (73.91%) Physical Data Model
3 16 (34.78%) ETL
4 15 (32.61%) Analytics
5 12 (26.09%) Data Architecture
6 11 (23.91%) Business Intelligence
6 11 (23.91%) Data Engineering
7 10 (21.74%) Agile
7 10 (21.74%) Use Case
8 8 (17.39%) Conceptual Models
8 8 (17.39%) Data Strategy
8 8 (17.39%) Data Transformation
8 8 (17.39%) Migration
8 8 (17.39%) Visualisation
9 7 (15.22%) Data Cleansing
9 7 (15.22%) Data Governance
9 7 (15.22%) Data Integration
10 6 (13.04%) Stakeholder Management
10 6 (13.04%) User Acceptance Testing
10 6 (13.04%) Validation
Programming Languages
1 13 (28.26%) SQL
2 6 (13.04%) Python
3 3 (6.52%) Java
4 1 (2.17%) PL/SQL
4 1 (2.17%) T-SQL
Qualifications
1 8 (17.39%) Security Cleared
2 7 (15.22%) SC Cleared
3 1 (2.17%) Degree
3 1 (2.17%) DV Cleared
Quality Assurance & Compliance
1 11 (23.91%) Data Quality
2 5 (10.87%) QA
3 3 (6.52%) GDPR
Vendors
1 12 (26.09%) Microsoft
2 6 (13.04%) Databricks
2 6 (13.04%) Google
3 4 (8.70%) Oracle
4 2 (4.35%) Embarcadero
4 2 (4.35%) SAP
4 2 (4.35%) Sparx
5 1 (2.17%) Mercator
5 1 (2.17%) Workday