Logical Data Model Contracts

Logical Data Model
UK

The following table provides summary statistics for contract job vacancies with 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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 490 564 566
Rank change year-on-year +74 +2 -107
Contract jobs citing Logical Data Model 89 130 308
As % of all contract jobs advertised in the UK 0.21% 0.23% 0.35%
As % of the Processes & Methodologies category 0.24% 0.25% 0.38%
Number of daily rates quoted 72 82 225
10th Percentile £439 £453 £450
25th Percentile £463 £519 £540
Median daily rate (50th Percentile) £625 £638 £650
Median % change year-on-year -1.96% -1.92% +18.18%
75th Percentile £691 £738 £738
90th Percentile £846 £844 £775
UK excluding London median daily rate £525 £538 £600
% change year-on-year -2.33% -10.42% +20.60%

All Process and Methodology Skills
UK

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 requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 36,622 51,397 80,021
As % of all contract IT jobs advertised in the UK 86.09% 89.76% 90.61%
Number of daily rates quoted 23,613 35,611 56,174
10th Percentile £300 £325 £344
25th Percentile £413 £439 £430
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +7.07%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £480
% change year-on-year - +4.17% +9.09%
Number of hourly rates quoted 2,439 1,690 1,913
10th Percentile £12.75 £10.63 £12.50
25th Percentile £16.00 £15.77 £15.50
Median hourly rate £36.50 £36.00 £25.68
Median % change year-on-year +1.39% +40.19% +7.00%
75th Percentile £60.00 £65.00 £49.50
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.00 £35.00 £20.00
% change year-on-year +8.57% +75.00% -6.54%

Logical Data Model
Job Vacancy Trend

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

Job vacancy trend for Logical Data Model in the UK

Logical Data Model
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Logical Data Model.

Daily rate trend for Logical Data Model in the UK

Logical Data Model
Daily Rate Histogram

Daily rate distribution for jobs citing Logical Data Model over the 6 months to 20 May 2024.

Daily rate histogram for Logical Data Model in the UK

Logical Data Model
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Logical Data Model.

Hourly rate trend for Logical Data Model in the UK

Logical Data Model
Top 14 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logical Data Model within the UK over the 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +84 77 £600 -7.69% 25
London +87 56 £639 -8.75% 15
Work from Home +104 43 £650 +4.00% 14
UK excluding London +21 18 £525 -2.33% 10
North of England +29 7 £513 +6.77% 3
Midlands +19 7 £550 +2.33% 1
North West +21 6 £525 +16.67% 3
East Midlands - 6 £575 -
South West +6 3 £488 -34.56% 2
South East +8 2 £425 -19.05% 3
Scotland +35 1 £715 +42.29%
West Midlands +16 1 £500 -6.98% 1
Yorkshire +13 1 £500 +4.17%
East of England +9 1 £575 +27.78% 1

Logical Data Model
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 6 (6.74%) Apache Airflow
2 3 (3.37%) Apache
2 3 (3.37%) Apache Spark
3 2 (2.25%) SAS
4 1 (1.12%) BizTalk Server
4 1 (1.12%) Microsoft Exchange
4 1 (1.12%) SharePoint
Applications
1 2 (2.25%) MS Visio
2 1 (1.12%) Microsoft Excel
Business Applications
1 3 (3.37%) SAP S/4HANA
2 1 (1.12%) Dynamics CRM
2 1 (1.12%) Oracle ERP
Cloud Services
1 23 (25.84%) Azure
2 8 (8.99%) AWS
3 7 (7.87%) Google Analytics
3 7 (7.87%) Power Platform
4 6 (6.74%) dbt
5 5 (5.62%) Azure Data Factory
5 5 (5.62%) Azure Synapse Analytics
6 4 (4.49%) Azure Cosmos DB
7 3 (3.37%) Snowflake
8 2 (2.25%) GCP
8 2 (2.25%) WhatsApp
9 1 (1.12%) Fivetran
9 1 (1.12%) GitHub
9 1 (1.12%) GitHub Actions
9 1 (1.12%) Microsoft 365
9 1 (1.12%) PaaS
9 1 (1.12%) SaaS
Database & Business Intelligence
1 25 (28.09%) Data Warehouse
2 20 (22.47%) Big Data
3 17 (19.10%) Data Lake
4 12 (13.48%) NoSQL
5 11 (12.36%) Relational Database
5 11 (12.36%) SQL Server
6 10 (11.24%) Data Vault
6 10 (11.24%) RDBMS
7 8 (8.99%) Star Schema
8 7 (7.87%) Metadata
8 7 (7.87%) Power BI
9 5 (5.62%) PostgreSQL
10 4 (4.49%) Tableau
11 3 (3.37%) Airbyte
11 3 (3.37%) Flink
11 3 (3.37%) Parquet
11 3 (3.37%) SQL Server Integration Services
12 2 (2.25%) BusinessObjects
12 2 (2.25%) DataStage
12 2 (2.25%) MongoDB
Development Applications
1 9 (10.11%) ERwin
2 4 (4.49%) JIRA
3 1 (1.12%) PowerDesigner
General
1 27 (30.34%) Finance
2 16 (17.98%) Social Skills
3 10 (11.24%) Public Sector
4 9 (10.11%) Analytical Skills
5 6 (6.74%) Presentation Skills
6 5 (5.62%) Inclusion and Diversity
6 5 (5.62%) Marketing
7 4 (4.49%) Banking
7 4 (4.49%) Pharmaceutical
7 4 (4.49%) Publishing
8 2 (2.25%) Retail
9 1 (1.12%) Organisational Skills
Job Titles
1 33 (37.08%) Data Modeller
2 32 (35.96%) Architect
3 30 (33.71%) Data Architect
4 17 (19.10%) Senior
5 9 (10.11%) Data Engineer
6 8 (8.99%) Senior Architect
6 8 (8.99%) Senior Data Architect
7 7 (7.87%) Data Analytics Architect
8 6 (6.74%) Lead
8 6 (6.74%) Senior Data Modeller
9 5 (5.62%) Analyst
10 4 (4.49%) Azure Architect
10 4 (4.49%) Azure Data Architect
11 3 (3.37%) Analytics Consultant
11 3 (3.37%) Business Analyst
11 3 (3.37%) Consultant
11 3 (3.37%) Developer
11 3 (3.37%) Finance Modeller
11 3 (3.37%) Lead Data Engineer
11 3 (3.37%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 9 (10.11%) JSON
1 9 (10.11%) JSON Schema
2 7 (7.87%) XML
3 4 (4.49%) FpML
3 4 (4.49%) PySpark
3 4 (4.49%) XSD
4 3 (3.37%) Apache Avro
4 3 (3.37%) YAML
5 2 (2.25%) Snowpark
5 2 (2.25%) XML Schema
6 1 (1.12%) .NET
6 1 (1.12%) JAXB
6 1 (1.12%) Middleware
6 1 (1.12%) PostGIS
6 1 (1.12%) Swagger
Miscellaneous
1 10 (11.24%) Data Structures
2 8 (8.99%) Management Information System
3 6 (6.74%) Data Centre
4 5 (5.62%) Data Protection Act
4 5 (5.62%) Legacy Systems
5 4 (4.49%) Freedom of Information
5 4 (4.49%) Freedom of Information Act
5 4 (4.49%) Onboarding
5 4 (4.49%) Virtual Team
6 3 (3.37%) Product Ownership
6 3 (3.37%) Reference Data
7 2 (2.25%) Distributed Computing
8 1 (1.12%) Algorithms
8 1 (1.12%) Data Fabric
8 1 (1.12%) FMCG
8 1 (1.12%) Hybrid Cloud
Operating Systems
1 1 (1.12%) Windows
Processes & Methodologies
1 89 (100.00%) Data Modelling
2 65 (73.03%) Physical Data Model
3 29 (32.58%) Analytics
4 27 (30.34%) Data Architecture
4 27 (30.34%) ETL
5 21 (23.60%) Conceptual Models
6 20 (22.47%) Business Intelligence
7 19 (21.35%) Data Strategy
8 17 (19.10%) Visualisation
9 16 (17.98%) Agile
10 14 (15.73%) Data Engineering
10 14 (15.73%) Data Governance
10 14 (15.73%) Data Lineage
10 14 (15.73%) Migration
10 14 (15.73%) Problem-Solving
11 12 (13.48%) Data Visualisation
11 12 (13.48%) Use Case
12 11 (12.36%) Data Transformation
13 10 (11.24%) Data Mapping
14 9 (10.11%) Data Migration
Programming Languages
1 28 (31.46%) SQL
2 12 (13.48%) Python
3 4 (4.49%) Java
3 4 (4.49%) PL/SQL
4 1 (1.12%) T-SQL
Qualifications
1 11 (12.36%) Degree
2 5 (5.62%) SC Cleared
2 5 (5.62%) Security Cleared
3 3 (3.37%) Master's Degree
4 2 (2.25%) BPSS Clearance
5 1 (1.12%) Computer Science Degree
5 1 (1.12%) DV Cleared
Quality Assurance & Compliance
1 17 (19.10%) Data Quality
2 5 (5.62%) GDPR
3 3 (3.37%) QA
System Software
1 1 (1.12%) Active Directory
Vendors
1 22 (24.72%) Microsoft
2 13 (14.61%) Sparx
3 10 (11.24%) Databricks
4 8 (8.99%) Google
5 5 (5.62%) Oracle
6 3 (3.37%) Embarcadero
6 3 (3.37%) SAP
7 1 (1.12%) Mercator
7 1 (1.12%) Virgin Media
7 1 (1.12%) Workday