Data Modelling Contracts in Yorkshire

Data Modelling
England > Yorkshire

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling 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 35 48 81
Rank change year-on-year +13 +33 -27
Contract jobs citing Data Modelling 82 75 62
As % of all contract jobs advertised in Yorkshire 4.92% 3.38% 2.31%
As % of the Processes & Methodologies category 5.71% 3.71% 2.57%
Number of daily rates quoted 59 51 48
10th Percentile £421 £450 £355
25th Percentile £459 £468 £420
Median daily rate (50th Percentile) £507 £525 £489
Median % change year-on-year -3.43% +7.42% -2.25%
75th Percentile £607 £625 £540
90th Percentile £625 £675 £625
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.58%

All Process and Methodology Skills
Yorkshire

Data Modelling 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 advertised in Yorkshire with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 1,435 2,021 2,414
As % of all contract IT jobs advertised in Yorkshire 86.08% 91.00% 90.04%
Number of daily rates quoted 860 1,338 1,770
10th Percentile £275 £275 £260
25th Percentile £400 £425 £400
Median daily rate (50th Percentile) £490 £525 £485
Median % change year-on-year -6.67% +8.25% +10.86%
75th Percentile £581 £600 £556
90th Percentile £650 £700 £650
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 66 63 81
10th Percentile £11.30 - £10.63
25th Percentile £12.15 £9.80 £12.00
Median hourly rate £13.50 £10.63 £18.00
Median % change year-on-year +27.00% -40.94% -9.74%
75th Percentile £22.00 £20.97 £22.75
90th Percentile £53.75 £55.23 £27.50
England median hourly rate £36.50 £36.00 £25.00
% change year-on-year +1.39% +44.00% +7.71%

Data Modelling
Job Vacancy Trend in Yorkshire

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Modelling in Yorkshire

Data Modelling
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Data Modelling in Yorkshire.

Daily rate trend for Data Modelling in Yorkshire

Data Modelling
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 16 May 2024.

Daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing Data Modelling in Yorkshire.

Hourly rate trend for Data Modelling in Yorkshire

Data Modelling
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Yorkshire region over the 6 months to 16 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
West Yorkshire +14 46 £501 -4.67% 14
South Yorkshire +22 31 £520 -20.00% 11
North Yorkshire 0 5 £450 -16.67% 2
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in Yorkshire 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 10 (12.20%) Apache Spark
2 8 (9.76%) Apache
3 2 (2.44%) Apache Airflow
Applications
1 2 (2.44%) MS Visio
2 1 (1.22%) Microsoft Excel
Business Applications
1 5 (6.10%) SAP ERP
2 3 (3.66%) SAP S/4HANA
3 2 (2.44%) SAP CRM
3 2 (2.44%) SAP IS-U
4 1 (1.22%) Dynamics CRM
Cloud Services
1 33 (40.24%) Azure
2 28 (34.15%) AWS
3 20 (24.39%) GCP
4 10 (12.20%) Amazon S3
5 9 (10.98%) Azure Data Factory
5 9 (10.98%) Cloud Computing
5 9 (10.98%) Power Platform
5 9 (10.98%) Serverless
6 7 (8.54%) Azure Data Lake Analytics
7 5 (6.10%) Azure Synapse Analytics
8 2 (2.44%) AWS Data Pipeline
8 2 (2.44%) AWS Lambda
8 2 (2.44%) Azure Stack
8 2 (2.44%) Microsoft Purview
8 2 (2.44%) SaaS
8 2 (2.44%) Snowflake
9 1 (1.22%) Amazon EC2
9 1 (1.22%) Azure API Management
9 1 (1.22%) Dynamics 365
9 1 (1.22%) Virtual Private Cloud
Database & Business Intelligence
1 13 (15.85%) Big Data
1 13 (15.85%) Data Lake
1 13 (15.85%) Data Warehouse
2 12 (14.63%) BigQuery
3 10 (12.20%) Amazon Redshift
3 10 (12.20%) Hadoop
4 9 (10.98%) Amazon RDS
4 9 (10.98%) Power BI
4 9 (10.98%) Relational Database
5 7 (8.54%) Amazon Athena
6 6 (7.32%) Data Mining
6 6 (7.32%) Flink
6 6 (7.32%) Metadata
6 6 (7.32%) Tableau
7 4 (4.88%) Geospatial Data
7 4 (4.88%) Qlik Sense
7 4 (4.88%) SAP BW
7 4 (4.88%) SQL Server Integration Services
8 3 (3.66%) GIS
8 3 (3.66%) MySQL
Development Applications
1 15 (18.29%) Git
2 9 (10.98%) Jenkins
3 3 (3.66%) JIRA
4 1 (1.22%) Visual Studio
General
1 21 (25.61%) Social Skills
2 12 (14.63%) Public Sector
3 8 (9.76%) Analytical Skills
3 8 (9.76%) Finance
4 4 (4.88%) Banking
4 4 (4.88%) Health Technology
5 2 (2.44%) Influencing Skills
5 2 (2.44%) Marketing
5 2 (2.44%) Presentation Skills
5 2 (2.44%) Retail
6 1 (1.22%) Inclusion and Diversity
6 1 (1.22%) Law
6 1 (1.22%) Local Government
Job Titles
1 26 (31.71%) Developer
2 21 (25.61%) Architect
3 10 (12.20%) Data Architect
3 10 (12.20%) Data Engineer
3 10 (12.20%) Solutions Architect
4 8 (9.76%) Data Scientist
5 6 (7.32%) Business Intelligence Developer
5 6 (7.32%) Python Developer
5 6 (7.32%) Senior
6 4 (4.88%) Azure Data Engineer
6 4 (4.88%) Azure Engineer
6 4 (4.88%) Java Developer
6 4 (4.88%) SAP BW Developer
6 4 (4.88%) SAP Developer
7 3 (3.66%) Analyst
8 2 (2.44%) Business Analyst
8 2 (2.44%) ETL Developer
8 2 (2.44%) GIS Manager
8 2 (2.44%) Project Manager
8 2 (2.44%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 10 (12.20%) Kafka
2 8 (9.76%) AngularJS
2 8 (9.76%) HTML
3 6 (7.32%) CSS
3 6 (7.32%) FastAPI
3 6 (7.32%) Flask
3 6 (7.32%) Spring Boot
4 5 (6.10%) Spring
5 4 (4.88%) GraphQL
5 4 (4.88%) gRPC
5 4 (4.88%) JWT
5 4 (4.88%) OAuth
5 4 (4.88%) OpenAPI
5 4 (4.88%) RESTful
5 4 (4.88%) Swagger
5 4 (4.88%) XML
6 3 (3.66%) LDAP
6 3 (3.66%) PySpark
7 2 (2.44%) JSON
7 2 (2.44%) JSP
Miscellaneous
1 7 (8.54%) NHS
2 6 (7.32%) Management Information System
2 6 (7.32%) Product Ownership
3 3 (3.66%) CMDB
3 3 (3.66%) Data Protection Act
4 2 (2.44%) Data Structures
4 2 (2.44%) Reference Data
4 2 (2.44%) Self-Motivation
5 1 (1.22%) Team-Oriented Environment
Operating Systems
1 3 (3.66%) Windows
2 2 (2.44%) Unix
3 1 (1.22%) Windows Server
Processes & Methodologies
1 32 (39.02%) Data Governance
2 29 (35.37%) Analytics
3 25 (30.49%) ETL
4 21 (25.61%) Data Integration
5 20 (24.39%) Agile
6 18 (21.95%) Problem-Solving
7 17 (20.73%) Data Pipeline
7 17 (20.73%) DevOps
8 16 (19.51%) Business Intelligence
9 15 (18.29%) Containerisation
9 15 (18.29%) Data Analysis
10 14 (17.07%) CI/CD
10 14 (17.07%) Data Engineering
11 12 (14.63%) Data Science
11 12 (14.63%) Visualisation
12 11 (13.41%) Data Privacy
12 11 (13.41%) Decision-Making
12 11 (13.41%) ITIL
12 11 (13.41%) TDD
13 10 (12.20%) Service Management
Programming Languages
1 37 (45.12%) SQL
2 31 (37.80%) Python
3 19 (23.17%) Java
4 10 (12.20%) JavaScript
5 7 (8.54%) PowerShell
6 4 (4.88%) ABAP
7 3 (3.66%) T-SQL
8 2 (2.44%) C
8 2 (2.44%) C++
8 2 (2.44%) Data Analysis Expressions
8 2 (2.44%) Scala
9 1 (1.22%) CQL
Qualifications
1 7 (8.54%) Degree
2 4 (4.88%) SC Cleared
2 4 (4.88%) Security Cleared
3 3 (3.66%) Computer Science Degree
3 3 (3.66%) ITIL Certification
3 3 (3.66%) Master's Degree
3 3 (3.66%) PMI Certification
3 3 (3.66%) PMP
4 1 (1.22%) AWS Certification
Quality Assurance & Compliance
1 10 (12.20%) Data Quality
2 4 (4.88%) GDPR
2 4 (4.88%) HIPAA
3 3 (3.66%) Accessibility
3 3 (3.66%) QA
4 1 (1.22%) GRC
System Software
1 13 (15.85%) Docker
2 2 (2.44%) HDFS
Systems Management
1 13 (15.85%) Kubernetes
2 8 (9.76%) Terraform
3 3 (3.66%) Single Sign-On
Vendors
1 15 (18.29%) Google
1 15 (18.29%) Microsoft
2 13 (15.85%) ServiceNow
3 7 (8.54%) SAP
4 4 (4.88%) Databricks
5 3 (3.66%) Brio
6 2 (2.44%) Sparx
7 1 (1.22%) ESRI
7 1 (1.22%) Intel