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

6 months to
24 Apr 2024
Same period 2023 Same period 2022
Rank 492 586 554
Rank change year-on-year +94 -32 -94
Contract jobs citing Logical Data Model 90 126 315
As % of all contract jobs advertised in the UK 0.21% 0.21% 0.35%
As % of the Processes & Methodologies category 0.24% 0.23% 0.39%
Number of daily rates quoted 69 84 232
10th Percentile £448 £480 £447
25th Percentile £500 £519 £525
Median daily rate (50th Percentile) £625 £650 £620
Median % change year-on-year -3.85% +4.84% +12.73%
75th Percentile £688 £738 £738
90th Percentile £850 £831 £775
UK excluding London median daily rate £538 £538 £575
% change year-on-year - -6.52% +21.05%

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 37,651 54,096 80,844
As % of all contract IT jobs advertised in the UK 86.29% 89.91% 90.59%
Number of daily rates quoted 24,333 37,469 56,726
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.83%
Number of hourly rates quoted 2,430 1,787 1,945
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.66 £15.25
Median hourly rate £35.00 £37.50 £25.00
Median % change year-on-year -6.67% +50.00% -
75th Percentile £58.75 £65.00 £49.25
90th Percentile £72.34 £75.00 £63.75
UK excluding London median hourly rate £35.65 £37.30 £20.00
% change year-on-year -4.42% +86.50% -8.09%

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 24 April 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 24 April 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 +95 77 £600 -7.69% 21
London +91 56 £638 -8.93% 12
Work from Home +115 47 £625 - 7
UK excluding London +30 18 £538 - 7
Midlands +39 7 £550 +2.33% 1
East Midlands - 6 £575 -
North of England +37 5 £525 +9.38% 1
North West +22 4 £525 - 1
South West +15 3 £508 -31.88%
East of England +15 3 £575 -4.17% 1
West Midlands +27 1 £500 -6.98% 1
Scotland +27 1 £715 +42.29%
Yorkshire +20 1 £500 +4.17%
South East +1 1 £425 -19.05% 4

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 (6.67%) Apache Airflow
2 4 (4.44%) Apache Spark
3 3 (3.33%) Apache
4 2 (2.22%) SAS
5 1 (1.11%) BizTalk Server
5 1 (1.11%) Camunda
5 1 (1.11%) Microsoft Exchange
5 1 (1.11%) SharePoint
Applications
1 1 (1.11%) Microsoft Excel
1 1 (1.11%) MS Visio
Business Applications
1 2 (2.22%) SAP S/4HANA
1 2 (2.22%) Sparx Enterprise Architect
2 1 (1.11%) Dynamics CRM
2 1 (1.11%) Oracle ERP
Cloud Services
1 24 (26.67%) Azure
2 9 (10.00%) AWS
2 9 (10.00%) Power Platform
3 7 (7.78%) Google Analytics
4 5 (5.56%) Azure Data Factory
4 5 (5.56%) Azure Synapse Analytics
4 5 (5.56%) dbt
5 4 (4.44%) Azure Cosmos DB
6 3 (3.33%) Snowflake
7 2 (2.22%) GCP
7 2 (2.22%) WhatsApp
8 1 (1.11%) Amazon EKS
8 1 (1.11%) Amazon S3
8 1 (1.11%) GitHub
8 1 (1.11%) GitHub Actions
8 1 (1.11%) Microsoft 365
8 1 (1.11%) MinIO
8 1 (1.11%) OpenShift
8 1 (1.11%) PaaS
8 1 (1.11%) SaaS
Communications & Networking
1 1 (1.11%) Kerberos
Database & Business Intelligence
1 24 (26.67%) Data Warehouse
2 20 (22.22%) Big Data
3 14 (15.56%) Data Lake
3 14 (15.56%) SQL Server
4 12 (13.33%) NoSQL
5 10 (11.11%) Data Vault
6 9 (10.00%) Power BI
6 9 (10.00%) Relational Database
7 8 (8.89%) RDBMS
7 8 (8.89%) Star Schema
8 7 (7.78%) Metadata
9 6 (6.67%) PostgreSQL
10 5 (5.56%) SQL Server Integration Services
11 4 (4.44%) Tableau
12 3 (3.33%) Airbyte
12 3 (3.33%) Flink
12 3 (3.33%) OLAP
12 3 (3.33%) Parquet
13 2 (2.22%) Hadoop
13 2 (2.22%) SQL Server Analysis Services
Development Applications
1 8 (8.89%) ERwin
2 6 (6.67%) JIRA
3 2 (2.22%) SQL Server Management Studio (SSMS)
3 2 (2.22%) Visual Studio
4 1 (1.11%) Artifactory
4 1 (1.11%) Bitbucket
4 1 (1.11%) Cucumber
4 1 (1.11%) Eclipse
4 1 (1.11%) Git
4 1 (1.11%) git-flow
4 1 (1.11%) IntelliJ
4 1 (1.11%) Jenkins
4 1 (1.11%) JUnit
4 1 (1.11%) Maven
4 1 (1.11%) Mockito
4 1 (1.11%) PowerDesigner
4 1 (1.11%) SonarQube
4 1 (1.11%) Visual Studio Code
General
1 25 (27.78%) Finance
2 15 (16.67%) Social Skills
3 12 (13.33%) Public Sector
4 10 (11.11%) Analytical Skills
5 6 (6.67%) Presentation Skills
6 5 (5.56%) Banking
6 5 (5.56%) Inclusion and Diversity
6 5 (5.56%) Marketing
7 4 (4.44%) Pharmaceutical
7 4 (4.44%) Publishing
8 2 (2.22%) Retail
9 1 (1.11%) Investment Banking
9 1 (1.11%) Organisational Skills
Job Titles
1 33 (36.67%) Architect
2 30 (33.33%) Data Architect
3 28 (31.11%) Data Modeller
4 16 (17.78%) Senior
5 9 (10.00%) Data Engineer
6 8 (8.89%) Senior Architect
6 8 (8.89%) Senior Data Architect
7 7 (7.78%) Analyst
7 7 (7.78%) Data Analytics Architect
7 7 (7.78%) Lead
8 5 (5.56%) Senior Data Modeller
9 4 (4.44%) Azure Architect
9 4 (4.44%) Azure Data Architect
9 4 (4.44%) Data Analyst
9 4 (4.44%) Developer
10 3 (3.33%) Business Analyst
10 3 (3.33%) Consultant
10 3 (3.33%) Finance Modeller
10 3 (3.33%) Lead Data Engineer
10 3 (3.33%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 9 (10.00%) JSON
1 9 (10.00%) JSON Schema
2 7 (7.78%) XML
3 4 (4.44%) FpML
3 4 (4.44%) PySpark
3 4 (4.44%) XSD
4 3 (3.33%) Apache Avro
4 3 (3.33%) YAML
5 2 (2.22%) XML Schema
6 1 (1.11%) .NET
6 1 (1.11%) HTML
6 1 (1.11%) HTML5
6 1 (1.11%) JAXB
6 1 (1.11%) Kafka
6 1 (1.11%) LDAP
6 1 (1.11%) Middleware
6 1 (1.11%) OAuth
6 1 (1.11%) RabbitMQ
6 1 (1.11%) REST
6 1 (1.11%) Web Services
Miscellaneous
1 10 (11.11%) Data Structures
2 8 (8.89%) Management Information System
3 5 (5.56%) Data Centre
3 5 (5.56%) Data Protection Act
4 4 (4.44%) Freedom of Information
4 4 (4.44%) Freedom of Information Act
4 4 (4.44%) Legacy Systems
4 4 (4.44%) Onboarding
4 4 (4.44%) Virtual Team
5 3 (3.33%) Product Ownership
5 3 (3.33%) Reference Data
6 2 (2.22%) Distributed Computing
7 1 (1.11%) Algorithms
7 1 (1.11%) Data Fabric
7 1 (1.11%) Hybrid Cloud
7 1 (1.11%) Market Risk
Operating Systems
1 1 (1.11%) Linux
1 1 (1.11%) Unix
1 1 (1.11%) Windows
Processes & Methodologies
1 90 (100.00%) Data Modelling
2 64 (71.11%) Physical Data Model
3 29 (32.22%) Analytics
4 27 (30.00%) Data Architecture
5 26 (28.89%) ETL
6 22 (24.44%) Business Intelligence
7 21 (23.33%) Conceptual Models
8 18 (20.00%) Agile
8 18 (20.00%) Migration
9 17 (18.89%) Data Strategy
10 16 (17.78%) Visualisation
11 14 (15.56%) Data Engineering
12 13 (14.44%) Problem-Solving
13 12 (13.33%) Data Governance
13 12 (13.33%) Data Lineage
13 12 (13.33%) Use Case
14 11 (12.22%) Data Transformation
14 11 (12.22%) Data Visualisation
15 10 (11.11%) Data Mapping
16 9 (10.00%) User Acceptance Testing
Programming Languages
1 29 (32.22%) SQL
2 11 (12.22%) Python
3 5 (5.56%) Java
4 4 (4.44%) PL/SQL
5 1 (1.11%) JavaScript
5 1 (1.11%) Shell Script
5 1 (1.11%) T-SQL
Qualifications
1 11 (12.22%) Degree
2 10 (11.11%) Security Cleared
3 8 (8.89%) SC Cleared
4 3 (3.33%) Master's Degree
5 2 (2.22%) BPSS Clearance
6 1 (1.11%) Computer Science Degree
6 1 (1.11%) DV Cleared
6 1 (1.11%) Sun Certification
Quality Assurance & Compliance
1 19 (21.11%) Data Quality
2 6 (6.67%) QA
3 5 (5.56%) GDPR
4 1 (1.11%) SLA
System Software
1 1 (1.11%) Active Directory
1 1 (1.11%) Docker
1 1 (1.11%) HDFS
Systems Management
1 1 (1.11%) Kubernetes
1 1 (1.11%) Podman
1 1 (1.11%) Single Sign-On
Vendors
1 23 (25.56%) Microsoft
2 13 (14.44%) Sparx
3 10 (11.11%) Databricks
4 8 (8.89%) Google
5 6 (6.67%) Oracle
6 3 (3.33%) Embarcadero
7 2 (2.22%) SAP
8 1 (1.11%) Mercator
8 1 (1.11%) Solace
8 1 (1.11%) Splunk
8 1 (1.11%) Virgin Media
8 1 (1.11%) Workday