Star Schema Contracts in the North West

Star Schema
England > North West

The table below provides summary statistics for contract job vacancies advertised in the North West requiring Star Schema skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Star Schema over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 131 148 178
Rank change year-on-year +17 +30 -31
Contract jobs citing Star Schema 4 2 4
As % of all contract jobs advertised in the North West 0.14% 0.066% 0.099%
As % of the Database & Business Intelligence category 0.97% 0.41% 0.55%
Number of daily rates quoted 1 2 4
10th Percentile - £456 -
25th Percentile £625 £466 £313
Median daily rate (50th Percentile) £650 £488 £325
Median % change year-on-year +33.33% +50.00% -27.78%
75th Percentile £675 £516 £338
90th Percentile - £529 -
England median daily rate £475 £500 £470
% change year-on-year -5.00% +6.38% +4.44%

All Database and Business Intelligence Skills
North West

Star Schema falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in the North West.

Contract vacancies with a requirement for database or business intelligence skills 412 486 727
As % of all contract IT jobs advertised in the North West 14.76% 16.14% 18.04%
Number of daily rates quoted 305 356 538
10th Percentile £338 £325 £314
25th Percentile £401 £406 £400
Median daily rate (50th Percentile) £475 £475 £500
Median % change year-on-year - -5.00% +17.65%
75th Percentile £550 £588 £600
90th Percentile £631 £678 £675
England median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 22 15 39
10th Percentile £22.83 £28.26 £13.47
25th Percentile £37.63 £35.00 £15.24
Median hourly rate £42.50 £40.00 £42.50
Median % change year-on-year +6.25% -5.88% +88.43%
75th Percentile £46.18 £54.69 £75.00
90th Percentile £66.75 £64.80 £77.50
England median hourly rate £40.00 £58.59 £42.50
% change year-on-year -31.73% +37.86% +72.48%

Star Schema
Job Vacancy Trend in the North West

Job postings citing Star Schema as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Star Schema in the North West

Star Schema
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Star Schema in the North West.

Daily rate trend for Star Schema in the North West

Star Schema
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Star Schema within the North West region over the 6 months to 12 June 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
Manchester - 3 £650 -
Cheshire -4 1 - -
Star Schema
England

Star Schema
Co-occurring Skills and Capabilities in the North West 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:

Cloud Services
1 3 (75.00%) Azure
2 2 (50.00%) Power Platform
3 1 (25.00%) AWS
3 1 (25.00%) Azure Data Factory
3 1 (25.00%) Azure Logic Apps
3 1 (25.00%) dbt
3 1 (25.00%) GitHub
3 1 (25.00%) Snowflake
Database & Business Intelligence
1 3 (75.00%) Data Warehouse
2 2 (50.00%) Power BI
3 1 (25.00%) Amazon Redshift
3 1 (25.00%) Data Lake
3 1 (25.00%) Delta Lake
3 1 (25.00%) Metadata
3 1 (25.00%) PostgreSQL
3 1 (25.00%) RDBMS
3 1 (25.00%) Relational Database
3 1 (25.00%) Snowflake Schema
3 1 (25.00%) SQL Server
Development Applications
1 2 (50.00%) ER Studio
2 1 (25.00%) Jenkins
General
1 2 (50.00%) Finance
2 1 (25.00%) Social Skills
Job Titles
1 2 (50.00%) Data Modeller
1 2 (50.00%) Finance Modeller
1 2 (50.00%) Lead
2 1 (25.00%) Architect
2 1 (25.00%) Data Engineer
2 1 (25.00%) Snowflake Architect
Libraries, Frameworks & Software Standards
1 1 (25.00%) PySpark
1 1 (25.00%) pytest
Operating Systems
1 1 (25.00%) Unix
Processes & Methodologies
1 4 (100.00%) Data Modelling
2 3 (75.00%) Agile
2 3 (75.00%) ETL
3 2 (50.00%) Business Intelligence
3 2 (50.00%) Dimensional Modelling
3 2 (50.00%) ETL Development
3 2 (50.00%) Inmon Methodology
3 2 (50.00%) Requirements Analysis
4 1 (25.00%) Analytics
4 1 (25.00%) CI/CD
4 1 (25.00%) Conceptual Models
4 1 (25.00%) Data Migration
4 1 (25.00%) Data Sharing
4 1 (25.00%) Data Validation
4 1 (25.00%) Kimball Methodology
4 1 (25.00%) Migration
4 1 (25.00%) SOLID
4 1 (25.00%) Unit Testing
4 1 (25.00%) Validation
Programming Languages
1 4 (100.00%) Python
2 2 (50.00%) SQL
3 1 (25.00%) PowerShell
Systems Management
1 1 (25.00%) Terraform
Vendors
1 3 (75.00%) Databricks
2 2 (50.00%) IDERA
3 1 (25.00%) Oracle