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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 491 556 558
Rank change year-on-year +65 +2 -71
Contract jobs citing Logical Data Model 88 128 294
As % of all contract jobs advertised in the UK 0.20% 0.23% 0.33%
As % of the Processes & Methodologies category 0.24% 0.25% 0.37%
Number of daily rates quoted 73 79 217
10th Percentile £413 £450 £455
25th Percentile £463 £516 £550
Median daily rate (50th Percentile) £600 £625 £650
Median % change year-on-year -4.00% -3.85% +18.18%
75th Percentile £688 £738 £750
90th Percentile £843 £788 £775
UK excluding London median daily rate £525 £538 £575
% change year-on-year -2.33% -6.52% +15.58%

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 36,816 50,571 79,556
As % of all contract IT jobs advertised in the UK 85.44% 89.70% 90.62%
Number of daily rates quoted 23,638 35,025 55,934
10th Percentile £300 £325 £348
25th Percentile £413 £438 £433
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £644
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £488
% change year-on-year - +2.56% +8.33%
Number of hourly rates quoted 2,533 1,671 1,865
10th Percentile £12.75 £10.63 £12.50
25th Percentile £16.00 £15.57 £15.63
Median hourly rate £36.50 £36.00 £25.68
Median % change year-on-year +1.39% +40.19% +9.70%
75th Percentile £60.75 £65.00 £50.00
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.12 £35.00 £20.00
% change year-on-year +8.91% +75.00% -4.88%

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 2 June 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 2 June 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 +66 76 £575 -11.54% 28
London +86 55 £625 -3.85% 14
Work from Home +99 40 £625 - 13
UK excluding London +21 19 £525 -2.33% 12
North of England +28 7 £513 +6.77% 4
Midlands +26 7 £550 +2.33% 2
North West +21 6 £525 +16.67% 3
East Midlands - 6 £575 -
South West +7 3 £488 -34.56% 1
South East -1 3 £425 -19.05% 3
Scotland +36 1 £715 +66.28%
Yorkshire +15 1 £500 +4.17%
West Midlands +10 1 £500 -6.98% 2
East of England +6 1 £575 +27.78% 2

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 (6.82%) Apache Airflow
2 3 (3.41%) Apache
2 3 (3.41%) Apache Spark
3 2 (2.27%) SAS
3 2 (2.27%) SharePoint
4 1 (1.14%) BizTalk Server
4 1 (1.14%) Microsoft Exchange
Applications
1 2 (2.27%) MS Visio
2 1 (1.14%) Microsoft Excel
Business Applications
1 3 (3.41%) SAP S/4HANA
2 1 (1.14%) Dynamics CRM
2 1 (1.14%) Oracle ERP
Cloud Services
1 24 (27.27%) Azure
2 7 (7.95%) dbt
2 7 (7.95%) Google Analytics
2 7 (7.95%) Power Platform
3 5 (5.68%) Azure Data Factory
3 5 (5.68%) Azure Synapse Analytics
4 4 (4.55%) AWS
4 4 (4.55%) Azure Cosmos DB
5 3 (3.41%) Snowflake
6 2 (2.27%) GCP
6 2 (2.27%) WhatsApp
7 1 (1.14%) Fivetran
7 1 (1.14%) GitHub
7 1 (1.14%) GitHub Actions
7 1 (1.14%) Microsoft 365
7 1 (1.14%) PaaS
7 1 (1.14%) SaaS
Database & Business Intelligence
1 27 (30.68%) Data Warehouse
2 18 (20.45%) Data Lake
3 17 (19.32%) Big Data
4 12 (13.64%) NoSQL
5 11 (12.50%) Relational Database
5 11 (12.50%) SQL Server
6 10 (11.36%) Data Vault
6 10 (11.36%) RDBMS
7 8 (9.09%) Star Schema
8 7 (7.95%) Metadata
8 7 (7.95%) Power BI
9 5 (5.68%) PostgreSQL
10 4 (4.55%) Tableau
11 3 (3.41%) Airbyte
11 3 (3.41%) Flink
11 3 (3.41%) Parquet
11 3 (3.41%) Snowflake Schema
11 3 (3.41%) SQL Server Integration Services
12 2 (2.27%) BusinessObjects
12 2 (2.27%) OLTP
Development Applications
1 9 (10.23%) ERwin
2 4 (4.55%) JIRA
3 1 (1.14%) PowerDesigner
General
1 30 (34.09%) Finance
2 17 (19.32%) Social Skills
3 10 (11.36%) Analytical Skills
3 10 (11.36%) Public Sector
4 6 (6.82%) Presentation Skills
5 5 (5.68%) Inclusion and Diversity
5 5 (5.68%) Marketing
6 4 (4.55%) Banking
6 4 (4.55%) Pharmaceutical
6 4 (4.55%) Publishing
7 2 (2.27%) Influencing Skills
7 2 (2.27%) Retail
8 1 (1.14%) Organisational Skills
Job Titles
1 34 (38.64%) Data Modeller
2 31 (35.23%) Architect
3 29 (32.95%) Data Architect
4 17 (19.32%) Senior
5 8 (9.09%) Analyst
5 8 (9.09%) Senior Architect
5 8 (9.09%) Senior Data Architect
6 7 (7.95%) Data Analytics Architect
7 6 (6.82%) Senior Data Modeller
8 5 (5.68%) Business Analyst
8 5 (5.68%) Data Engineer
9 4 (4.55%) Azure Architect
9 4 (4.55%) Azure Data Architect
10 3 (3.41%) Analytics Consultant
10 3 (3.41%) Consultant
10 3 (3.41%) Data Analyst
10 3 (3.41%) Developer
10 3 (3.41%) Finance Modeller
10 3 (3.41%) Lead
10 3 (3.41%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 9 (10.23%) JSON
1 9 (10.23%) JSON Schema
2 7 (7.95%) XML
3 4 (4.55%) FpML
3 4 (4.55%) PySpark
3 4 (4.55%) XSD
4 3 (3.41%) Apache Avro
4 3 (3.41%) Snowpark
4 3 (3.41%) YAML
5 2 (2.27%) XML Schema
6 1 (1.14%) .NET
6 1 (1.14%) JAXB
6 1 (1.14%) Middleware
6 1 (1.14%) PostGIS
6 1 (1.14%) Swagger
Miscellaneous
1 10 (11.36%) Data Structures
2 8 (9.09%) Management Information System
3 7 (7.95%) Data Centre
4 5 (5.68%) Data Protection Act
4 5 (5.68%) Legacy Systems
5 4 (4.55%) Freedom of Information
5 4 (4.55%) Freedom of Information Act
5 4 (4.55%) Onboarding
5 4 (4.55%) Virtual Team
6 3 (3.41%) Product Ownership
6 3 (3.41%) Reference Data
7 2 (2.27%) Distributed Computing
8 1 (1.14%) Algorithms
8 1 (1.14%) Data Fabric
8 1 (1.14%) FMCG
8 1 (1.14%) Hybrid Cloud
8 1 (1.14%) Team-Oriented Environment
Operating Systems
1 1 (1.14%) Windows
Processes & Methodologies
1 88 (100.00%) Data Modelling
2 61 (69.32%) Physical Data Model
3 28 (31.82%) Analytics
4 26 (29.55%) Data Architecture
5 25 (28.41%) ETL
6 22 (25.00%) Conceptual Models
7 20 (22.73%) Business Intelligence
8 19 (21.59%) Data Strategy
9 18 (20.45%) Agile
9 18 (20.45%) Problem-Solving
10 16 (18.18%) Migration
11 15 (17.05%) Data Governance
12 14 (15.91%) Data Lineage
12 14 (15.91%) Use Case
13 13 (14.77%) Visualisation
14 12 (13.64%) Data Transformation
15 11 (12.50%) Data Mapping
16 10 (11.36%) Data Engineering
17 9 (10.23%) Master Data Management
17 9 (10.23%) Requirements Gathering
Programming Languages
1 26 (29.55%) SQL
2 9 (10.23%) Python
3 4 (4.55%) PL/SQL
4 1 (1.14%) T-SQL
Qualifications
1 13 (14.77%) Degree
2 5 (5.68%) SC Cleared
2 5 (5.68%) Security Cleared
3 3 (3.41%) Master's Degree
4 2 (2.27%) BPSS Clearance
5 1 (1.14%) Azure Certification
5 1 (1.14%) CBAP
5 1 (1.14%) Computer Science Degree
5 1 (1.14%) DV Cleared
5 1 (1.14%) IIBA
5 1 (1.14%) ISEB
Quality Assurance & Compliance
1 18 (20.45%) Data Quality
2 6 (6.82%) GDPR
3 3 (3.41%) QA
4 1 (1.14%) ISO/IEC 27001
4 1 (1.14%) Sarbanes-Oxley
System Software
1 1 (1.14%) Active Directory
Vendors
1 22 (25.00%) Microsoft
2 13 (14.77%) Sparx
3 10 (11.36%) Databricks
4 8 (9.09%) Google
5 5 (5.68%) Oracle
6 3 (3.41%) Embarcadero
6 3 (3.41%) SAP
7 1 (1.14%) Mercator
7 1 (1.14%) Virgin Media
7 1 (1.14%) Workday