Data Modelling Job Trends in Knutsford

Data Modelling
Cheshire > Knutsford

The table below provides summary statistics and salary benchmarking for jobs advertised in Knutsford requiring Data Modelling skills. It covers permanent job vacancies from the 6 months leading up to 30 October 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Oct 2025
Same period 2024 Same period 2023
Rank 15 - -
Rank change year-on-year - - -
Permanent jobs citing Data Modelling 4 0 0
As % of all permanent jobs in Knutsford 5.88% - -
As % of the Processes & Methodologies category 7.14% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £72,000 - -
Median annual salary (50th Percentile) £79,000 - -
75th Percentile £86,000 - -
90th Percentile - - -
Cheshire median annual salary £50,000 £47,500 £58,500
% change year-on-year +5.26% -18.80% +67.14%

All Process and 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 permanent job vacancies requiring process or methodology skills in Knutsford.

Permanent vacancies with a requirement for process or methodology skills 56 49 21
As % of all permanent jobs advertised in Knutsford 82.35% 81.67% 91.30%
Number of salaries quoted 26 9 15
10th Percentile £32,750 £52,800 £39,750
25th Percentile £40,438 £56,250 £59,375
Median annual salary (50th Percentile) £59,750 £57,500 £80,000
Median % change year-on-year +3.91% -28.13% +88.24%
75th Percentile £85,688 £84,250 £100,000
90th Percentile £92,750 £104,600 -
Cheshire median annual salary £48,979 £47,500 £50,000
% change year-on-year +3.11% -5.00% +11.11%

Data Modelling
Job Vacancy Trend in Knutsford

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

Data Modelling job vacancy trend in Knutsford

Data Modelling
Salary Trend in Knutsford

Salary distribution trend for jobs in Knutsford citing Data Modelling.

Salary 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 3 (75.00%) SAS
2 1 (25.00%) OpenStack
Cloud Services
1 1 (25.00%) AWS CloudFormation
1 1 (25.00%) Cloud Computing
Development Applications
1 3 (75.00%) ER Studio
General
1 4 (100.00%) Banking
2 3 (75.00%) Finance
2 3 (75.00%) Investment Banking
Job Titles
1 3 (75.00%) Data Modeller
1 3 (75.00%) Finance Modeller
2 1 (25.00%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 1 (25.00%) DPDK
1 1 (25.00%) eBPF
1 1 (25.00%) NETCONF
1 1 (25.00%) RESTCONF
1 1 (25.00%) YANG
Miscellaneous
1 1 (25.00%) Cloud Native
1 1 (25.00%) NVMe
Processes & Methodologies
1 3 (75.00%) Analytics
1 3 (75.00%) Data Analytics
1 3 (75.00%) Machine Learning
1 3 (75.00%) Statistical Analysis
2 1 (25.00%) Agile
2 1 (25.00%) CI/CD
2 1 (25.00%) Configuration Management
2 1 (25.00%) DevOps
2 1 (25.00%) Incident Response
2 1 (25.00%) Infrastructure as Code
2 1 (25.00%) Infrastructure Engineering
2 1 (25.00%) Open Source
2 1 (25.00%) Software Engineering
2 1 (25.00%) Virtual Infrastructure
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) R
2 3 (75.00%) SQL
System Software
1 1 (25.00%) KVM
1 1 (25.00%) QEMU
Systems Management
1 1 (25.00%) Ansible
1 1 (25.00%) Kubernetes
1 1 (25.00%) Terraform
Vendors
1 1 (25.00%) SaltStack