Data Modelling Contracts in the North of England

Data Modelling
England > North of England

The following table provides summary statistics for contract job vacancies advertised in the North of England 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 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 52 89 76
Rank change year-on-year +37 -13 -14
Contract jobs citing Data Modelling 155 143 214
As % of all contract jobs advertised in the North of England 3.30% 2.51% 3.00%
As % of the Processes & Methodologies category 3.85% 2.76% 3.39%
Number of daily rates quoted 117 106 172
10th Percentile £404 £419 £364
25th Percentile £450 £463 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +5.00%
75th Percentile £600 £629 £619
90th Percentile £673 £700 £675
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.36%
Number of hourly rates quoted 2 2 1
10th Percentile £40.42 £38.10 -
25th Percentile £44.72 £42.75 £17.18
Median hourly rate £53.91 £50.50 £18.35
Median % change year-on-year +6.76% +175.20% -16.59%
75th Percentile £62.34 £58.25 £19.53
90th Percentile £66.19 £62.90 -
England median hourly rate £46.75 £44.38 £60.50
% change year-on-year +5.35% -26.65% +158.05%

All Process and Methodology Skills
North of England

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 the North of England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 4,023 5,182 6,316
As % of all contract IT jobs advertised in the North of England 85.72% 90.78% 88.52%
Number of daily rates quoted 2,447 3,599 4,626
10th Percentile £300 £300 £241
25th Percentile £400 £413 £388
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +10.21%
75th Percentile £588 £600 £563
90th Percentile £675 £688 £650
England median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 363 202 253
10th Percentile £11.07 £10.63 £10.63
25th Percentile £12.50 £15.86 £12.75
Median hourly rate £17.72 £29.15 £18.50
Median % change year-on-year -39.21% +57.57% +0.87%
75th Percentile £45.00 £46.51 £31.00
90th Percentile £57.50 £65.00 £52.40
England median hourly rate £36.50 £37.34 £24.30
% change year-on-year -2.25% +53.69% +3.38%

Data Modelling
Job Vacancy Trend in the North of England

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Data Modelling in the North of England

Data Modelling
Contractor Daily Rate Trend in the North of England

3-month moving average daily rate quoted in jobs citing Data Modelling in the North of England.

Daily rate trend for Data Modelling in the North of England

Data Modelling
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Data Modelling in the North of England over the 6 months to 8 May 2024.

Daily rate histogram for Data Modelling in the North of England

Data Modelling
Contractor Hourly Rate Trend in the North of England

3-month moving average hourly rates quoted in jobs citing Data Modelling in the North of England.

Hourly rate trend for Data Modelling in the North of England

Data Modelling
Hourly Rate Histogram in the North of England

Hourly rate distribution of jobs citing Data Modelling in the North of England over the 6 months to 8 May 2024.

Hourly rate histogram for Data Modelling in the North of England

Data Modelling
Contract Job Locations in the North of England

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 North of England region over the 6 months to 8 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
North West +55 84 £525 +7.69% 46
Yorkshire +15 66 £550 +3.29% 26
North East +3 8 £415 -30.83% 10
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in the North of England 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 9 (5.81%) Apache
1 9 (5.81%) Apache Spark
2 2 (1.29%) Apache Airflow
2 2 (1.29%) Confluence
3 1 (0.65%) SharePoint
Applications
1 4 (2.58%) MS Visio
2 3 (1.94%) Microsoft Excel
Business Applications
1 9 (5.81%) SAP S/4HANA
2 5 (3.23%) SAP ERP
3 2 (1.29%) SAP CRM
3 2 (1.29%) SAP IS-U
4 1 (0.65%) Dynamics AX
4 1 (0.65%) Dynamics CRM
4 1 (0.65%) Misys Midas
4 1 (0.65%) SAP SD
4 1 (0.65%) SAP WM
Cloud Services
1 39 (25.16%) Azure
2 25 (16.13%) AWS
3 21 (13.55%) Power Platform
4 14 (9.03%) Azure Data Factory
5 10 (6.45%) GCP
6 9 (5.81%) Snowflake
7 7 (4.52%) Azure Synapse Analytics
8 6 (3.87%) Azure Stack
8 6 (3.87%) Microsoft Purview
9 5 (3.23%) Amazon S3
9 5 (3.23%) Dynamics 365
10 3 (1.94%) PowerApps
10 3 (1.94%) SaaS
10 3 (1.94%) Serverless
11 2 (1.29%) AWS Data Pipeline
11 2 (1.29%) AWS Lambda
11 2 (1.29%) Cloud Computing
11 2 (1.29%) dbt
11 2 (1.29%) GitHub
11 2 (1.29%) Power Automate
Database & Business Intelligence
1 42 (27.10%) Data Warehouse
2 27 (17.42%) Data Lake
3 21 (13.55%) Power BI
4 16 (10.32%) Metadata
5 12 (7.74%) Snowflake Schema
6 11 (7.10%) Amazon Redshift
6 11 (7.10%) Relational Database
7 10 (6.45%) Big Data
7 10 (6.45%) Tableau
8 9 (5.81%) SQL Server Integration Services
9 8 (5.16%) Hadoop
10 6 (3.87%) Data Mining
10 6 (3.87%) Flink
10 6 (3.87%) SQL Server
11 5 (3.23%) BigQuery
12 4 (2.58%) Apache Cassandra
12 4 (2.58%) Geospatial Data
12 4 (2.58%) SAP BW
13 3 (1.94%) GIS
13 3 (1.94%) Star Schema
Development Applications
1 6 (3.87%) JIRA
2 5 (3.23%) ERwin
3 3 (1.94%) Git
4 2 (1.29%) ER Studio
4 2 (1.29%) Visual Studio
5 1 (0.65%) Jenkins
5 1 (0.65%) PyCharm
5 1 (0.65%) Rational DOORS
5 1 (0.65%) RStudio
General
1 51 (32.90%) Social Skills
2 23 (14.84%) Finance
2 23 (14.84%) Public Sector
3 19 (12.26%) Analytical Skills
4 15 (9.68%) Pharmaceutical
5 11 (7.10%) Marketing
6 7 (4.52%) Influencing Skills
6 7 (4.52%) Manufacturing
7 6 (3.87%) Documentation Skills
7 6 (3.87%) Retail
8 4 (2.58%) Electronics
8 4 (2.58%) Health Technology
8 4 (2.58%) Telecoms
9 3 (1.94%) Presentation Skills
10 2 (1.29%) Banking
10 2 (1.29%) Billing
10 2 (1.29%) Law
11 1 (0.65%) Local Government
11 1 (0.65%) Military
11 1 (0.65%) Public Speaking
Job Titles
1 40 (25.81%) Developer
2 33 (21.29%) Architect
3 24 (15.48%) Data Architect
3 24 (15.48%) Data Engineer
4 19 (12.26%) Analyst
5 18 (11.61%) Senior
6 16 (10.32%) Data Analyst
7 9 (5.81%) Data Modeller
8 8 (5.16%) Azure Data Engineer
8 8 (5.16%) Azure Engineer
8 8 (5.16%) Business Intelligence Developer
8 8 (5.16%) Data Manager
8 8 (5.16%) Senior Analyst
8 8 (5.16%) Senior Data Analyst
9 7 (4.52%) SAP Developer
10 6 (3.87%) Data Scientist
10 6 (3.87%) Python Developer
10 6 (3.87%) SAP Analyst
10 6 (3.87%) SAP Data Analyst
11 5 (3.23%) Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (4.52%) JSON
1 7 (4.52%) REST
2 6 (3.87%) AngularJS
2 6 (3.87%) FastAPI
2 6 (3.87%) Flask
2 6 (3.87%) Kafka
2 6 (3.87%) PySpark
2 6 (3.87%) Spring
2 6 (3.87%) XML
3 5 (3.23%) Spring Boot
4 4 (2.58%) CSS
4 4 (2.58%) HTML
5 3 (1.94%) LDAP
6 1 (0.65%) .NET
6 1 (0.65%) .NET Framework
6 1 (0.65%) HTML5 Canvas
6 1 (0.65%) Lucene
6 1 (0.65%) SAP TM
6 1 (0.65%) Visualforce
6 1 (0.65%) YAML
Miscellaneous
1 17 (10.97%) Data Structures
2 15 (9.68%) Product Ownership
3 11 (7.10%) Reference Data
4 7 (4.52%) Data Protection Act
4 7 (4.52%) Management Information System
4 7 (4.52%) NHS
5 4 (2.58%) CMDB
5 4 (2.58%) Self-Motivation
5 4 (2.58%) Wiki
6 3 (1.94%) Virtual Team
7 2 (1.29%) Algorithms
7 2 (1.29%) Data Centre
7 2 (1.29%) Legacy Systems
8 1 (0.65%) Cloud Native
8 1 (0.65%) Distributed Systems
8 1 (0.65%) Industry 4.0
8 1 (0.65%) Low-Code
8 1 (0.65%) Onboarding
8 1 (0.65%) Solar Power
8 1 (0.65%) Team-Oriented Environment
Operating Systems
1 1 (0.65%) Linux
1 1 (0.65%) Unix
1 1 (0.65%) Windows
1 1 (0.65%) Windows Server
Processes & Methodologies
1 51 (32.90%) ETL
2 47 (30.32%) Data Governance
3 43 (27.74%) Analytics
4 37 (23.87%) Business Intelligence
5 36 (23.23%) Agile
6 35 (22.58%) Problem-Solving
7 30 (19.35%) Data Architecture
7 30 (19.35%) Data Pipeline
8 29 (18.71%) Data Analysis
8 29 (18.71%) Data Integration
9 27 (17.42%) Data Engineering
10 25 (16.13%) Visualisation
11 21 (13.55%) Data Strategy
11 21 (13.55%) Data Visualisation
12 19 (12.26%) Data Management
13 18 (11.61%) Data Science
14 16 (10.32%) Data Protection
14 16 (10.32%) Stakeholder Management
15 15 (9.68%) Data-Driven Decision Making
15 15 (9.68%) Migration
Programming Languages
1 48 (30.97%) SQL
2 36 (23.23%) Python
3 14 (9.03%) Java
4 7 (4.52%) ABAP
4 7 (4.52%) PowerShell
4 7 (4.52%) Scala
5 6 (3.87%) JavaScript
6 3 (1.94%) Data Analysis Expressions
6 3 (1.94%) Perl
6 3 (1.94%) R
7 2 (1.29%) T-SQL
8 1 (0.65%) Apex Code
8 1 (0.65%) Bash
8 1 (0.65%) C#
8 1 (0.65%) C++
8 1 (0.65%) CQL
8 1 (0.65%) Rust
Qualifications
1 14 (9.03%) Degree
2 7 (4.52%) Security Cleared
3 5 (3.23%) SC Cleared
4 3 (1.94%) Computer Science Degree
4 3 (1.94%) ITIL Certification
5 2 (1.29%) Master's Degree
6 1 (0.65%) AWS Certification
6 1 (0.65%) DV Cleared
6 1 (0.65%) Microsoft Certification
Quality Assurance & Compliance
1 31 (20.00%) Data Quality
2 11 (7.10%) GDPR
3 6 (3.87%) QA
4 5 (3.23%) Accessibility
5 1 (0.65%) GRC
5 1 (0.65%) MISRA
5 1 (0.65%) MISRA C
System Software
1 9 (5.81%) Docker
2 2 (1.29%) HDFS
3 1 (0.65%) Active Directory
Systems Management
1 9 (5.81%) Kubernetes
2 3 (1.94%) Single Sign-On
3 1 (0.65%) Terraform
Vendors
1 24 (15.48%) SAP
2 21 (13.55%) Microsoft
3 14 (9.03%) Databricks
4 11 (7.10%) ServiceNow
5 9 (5.81%) Sparx
6 5 (3.23%) Google
7 4 (2.58%) Ariba
7 4 (2.58%) Salesforce
8 3 (1.94%) Brio
9 2 (1.29%) IDERA
9 2 (1.29%) Oracle
9 2 (1.29%) Salesforce Marketing Cloud
9 2 (1.29%) Talend
10 1 (0.65%) Alteryx
10 1 (0.65%) Anaplan
10 1 (0.65%) Embarcadero
10 1 (0.65%) ESRI
10 1 (0.65%) Intel
10 1 (0.65%) MicroStrategy
10 1 (0.65%) Teradata