Data Modelling Contract Job Trends in Knutsford

Data Modelling
Cheshire > Knutsford

The table below provides summary statistics and contractor rates for jobs advertised in Knutsford requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 3 August 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 38 45 -
Rank change year-on-year +7 - -
Contract jobs citing Data Modelling 7 2 0
As % of all contract jobs in Knutsford 2.90% 0.77% -
As % of the Processes & Methodologies category 3.08% 0.80% -
Number of daily rates quoted 5 2 0
10th Percentile - £438 -
25th Percentile £358 £440 -
Median daily rate (50th Percentile) £366 £442 -
Median % change year-on-year -17.24% - -
75th Percentile £380 £445 -
90th Percentile £388 £446 -
Cheshire median daily rate £475 £576 £525
% change year-on-year -17.57% +9.76% +10.53%

All Process & Methodology Skills
Knutsford

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Knutsford.

Contract vacancies with a requirement for process or methodology skills 227 251 150
As % of all contract IT jobs advertised in Knutsford 94.19% 96.17% 92.59%
Number of daily rates quoted 203 239 131
10th Percentile £364 £312 £325
25th Percentile £416 £358 £387
Median daily rate (50th Percentile) £481 £418 £451
Median % change year-on-year +15.21% -7.33% -20.27%
75th Percentile £598 £491 £542
90th Percentile £653 £537 £620
Cheshire median daily rate £484 £447 £475
% change year-on-year +8.28% -5.89% -5.00%
Number of hourly rates quoted 1 0 0
Median hourly rate £14.90 - -
Cheshire median hourly rate £35.00 £32.00 £35.00
% change year-on-year +9.38% -8.57% +14.60%

Data Modelling
Job Vacancy Trend in Knutsford

Historical trend showing the proportion of contract IT job postings citing Data Modelling relative to all contract IT jobs advertised in Knutsford.

Data Modelling job vacancy trend in Knutsford

Data Modelling
Daily Rate Trend in Knutsford

Contractor daily rate distribution trend for jobs in Knutsford citing Data Modelling.

Contractor daily rate distribution trend for jobs in Knutsford citing Data Modelling

Data Modelling
Co-Occurring Skills & Capabilities in Knutsford by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 4 (57.14%) Confluence
Applications
1 3 (42.86%) MS Visio
Cloud Services
1 4 (57.14%) AWS
2 2 (28.57%) Serverless
3 1 (14.29%) Amazon EKS
3 1 (14.29%) Amazon S3
3 1 (14.29%) AWS Lambda
3 1 (14.29%) AWS Step Functions
3 1 (14.29%) Azure
3 1 (14.29%) Azure Sentinel
3 1 (14.29%) IaaS
3 1 (14.29%) PaaS
3 1 (14.29%) SaaS
3 1 (14.29%) Snowflake
Communications & Networking
1 1 (14.29%) Firewall
1 1 (14.29%) Network Security
Database & Business Intelligence
1 1 (14.29%) Data Warehouse
1 1 (14.29%) DocumentDB
1 1 (14.29%) DynamoDB
1 1 (14.29%) NoSQL
1 1 (14.29%) PostgreSQL
Development Applications
1 5 (71.43%) JIRA
2 2 (28.57%) GitLab
2 2 (28.57%) Jenkins
General
1 5 (71.43%) Finance
2 4 (57.14%) Banking
2 4 (57.14%) Social Skills
3 1 (14.29%) Analytical Skills
Job Titles
1 4 (57.14%) Analyst
1 4 (57.14%) Business Analyst
2 1 (14.29%) Architect
2 1 (14.29%) AWS Architect
2 1 (14.29%) Banking Analyst
2 1 (14.29%) Banking Business Analyst
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Business Analyst
2 1 (14.29%) Data Engineer
2 1 (14.29%) Finance Business Analyst
2 1 (14.29%) Financial Analyst
2 1 (14.29%) SIEM Engineer
2 1 (14.29%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 1 (14.29%) Kafka
Miscellaneous
1 3 (42.86%) Product Ownership
2 2 (28.57%) Cloud Native
3 1 (14.29%) Distributed Systems
3 1 (14.29%) Enterprise Software
3 1 (14.29%) Virtual Team
Processes & Methodologies
1 5 (71.43%) Agile
2 4 (57.14%) Data Governance
3 3 (42.86%) CI/CD
3 3 (42.86%) Data Analysis
3 3 (42.86%) Data Mapping
3 3 (42.86%) Impact Assessments
3 3 (42.86%) Requirements Gathering
3 3 (42.86%) User Stories
4 2 (28.57%) Analytics
4 2 (28.57%) Containerisation
4 2 (28.57%) Infrastructure as Code
5 1 (14.29%) DevOps
5 1 (14.29%) Enterprise Architecture
5 1 (14.29%) Event-Driven Architecture
5 1 (14.29%) Incident Management
5 1 (14.29%) Logical Data Model
5 1 (14.29%) Microservices
5 1 (14.29%) Requirements Engineering
5 1 (14.29%) SIEM
5 1 (14.29%) TOGAF
Programming Languages
1 2 (28.57%) Python
1 2 (28.57%) SQL
2 1 (14.29%) Kusto Query Language
2 1 (14.29%) PowerShell
2 1 (14.29%) Search Processing Language
Qualifications
1 1 (14.29%) AWS Certification
1 1 (14.29%) AWS Certified Solutions Architect
1 1 (14.29%) BPSS Clearance
1 1 (14.29%) CISSP
1 1 (14.29%) Degree
1 1 (14.29%) GCFA
1 1 (14.29%) GCIH
1 1 (14.29%) Security Cleared
Quality Assurance & Compliance
1 5 (71.43%) Data Quality
2 1 (14.29%) GDPR
2 1 (14.29%) PCI DSS
2 1 (14.29%) Sarbanes-Oxley
System Software
1 1 (14.29%) Docker
Systems Management
1 1 (14.29%) Ansible
1 1 (14.29%) CASB
1 1 (14.29%) Kubernetes
1 1 (14.29%) Progress Chef
1 1 (14.29%) Terraform
Vendors
1 1 (14.29%) Atlassian
1 1 (14.29%) Cribl.io
1 1 (14.29%) Databricks
1 1 (14.29%) Microsoft
1 1 (14.29%) Splunk