Period
to 23 January 2022

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 23 January 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
England > East Midlands
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 76 51 56
Rank change year-on-year -25 +5 +13
Contract jobs citing Data Warehouse 28 18 48
As % of all contract jobs advertised in the East Midlands 1.89% 2.28% 2.83%
As % of the Database & Business Intelligence category 12.07% 8.78% 12.40%
Number of daily rates quoted 17 10 23
10th Percentile £204 £348 £313
25th Percentile £413 £366 £356
Median daily rate (50th Percentile) £450 £400 £400
Median % change year-on-year +12.50% - -
75th Percentile £575 £494 £475
90th Percentile £685 £564 £499
England median daily rate £540 £500 £475
% change year-on-year +8.05% +5.26% +5.56%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £14.28
England median hourly rate £44.00 £26.00 £30.16
% change year-on-year +69.23% -13.79% +57.29%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Contract vacancies with a requirement for database or business intelligence skills 232 205 387
As % of all contract IT jobs advertised in the East Midlands 15.62% 25.98% 22.83%
Number of daily rates quoted 170 128 248
10th Percentile £306 £273 £274
25th Percentile £363 £320 £313
Median daily rate (50th Percentile) £425 £375 £386
Median % change year-on-year +13.33% -2.91% -3.44%
75th Percentile £500 £441 £475
90th Percentile £575 £533 £558
England median daily rate £540 £488 £475
% change year-on-year +10.77% +2.63% -
Number of hourly rates quoted 4 3 5
10th Percentile - £14.00 £13.66
25th Percentile £41.67 £16.63 £14.28
Median hourly rate £45.00 £21.00 £18.00
Median % change year-on-year +114.30% +16.67% -
75th Percentile £46.67 £41.75 £24.75
90th Percentile - £54.20 £38.40
England median hourly rate £43.85 £26.00 £26.50
% change year-on-year +68.65% -1.89% -8.32%

Data Warehouse
Job Vacancy Trend in the East Midlands

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing Data Warehouse in the East Midlands.

Daily rate trend for Data Warehouse in the East Midlands

Data Warehouse
Daily Rate Histogram in the East Midlands

Daily rate distribution for jobs citing Data Warehouse in the East Midlands over the 6 months to 23 January 2022.

Daily rate histogram for Data Warehouse in the East Midlands

Data Warehouse
Contractor Hourly Rate Trend in the East Midlands

3-month moving average hourly rates quoted in jobs citing Data Warehouse in the East Midlands.

Hourly rate trend for Data Warehouse in the East Midlands

Data Warehouse
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the East Midlands region over the 6 months to 23 January 2022. 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
Nottinghamshire -24 10 £475 +18.75% 4
Derbyshire - 8 £450 - 3
Leicestershire -8 5 £425 -10.53% 2
Lincolnshire - 1 £205 -
Data Warehouse
England

For the 6 months to 23 January 2022, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Data Warehouse.

1 17 (60.71%) SQL
2 15 (53.57%) Business Intelligence
3 14 (50.00%) Azure
4 13 (46.43%) ETL
5 11 (39.29%) Agile Software Development
6 9 (32.14%) Power BI
6 9 (32.14%) Power Platform
7 8 (28.57%) Microsoft
7 8 (28.57%) SQL Server
8 7 (25.00%) Data Modelling
8 7 (25.00%) Data Quality
8 7 (25.00%) Analytics
8 7 (25.00%) Social Skills
8 7 (25.00%) Data Lake
9 6 (21.43%) Data Engineering
9 6 (21.43%) Security Cleared
9 6 (21.43%) Python
9 6 (21.43%) Data Analysis
9 6 (21.43%) SQL Server Integration Services
9 6 (21.43%) Stakeholder Management
9 6 (21.43%) Scrum
10 5 (17.86%) Data Protection
10 5 (17.86%) Master Data Management
10 5 (17.86%) Relational Database
10 5 (17.86%) DevOps
10 5 (17.86%) Databricks
10 5 (17.86%) Azure SQL Data Warehouse
11 4 (14.29%) Data Science
11 4 (14.29%) CI/CD
11 4 (14.29%) Data Transformation

Data Warehouse
Co-occurring IT Skills in the East Midlands by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (14.29%) Apache Spark
2 1 (3.57%) Apache
2 1 (3.57%) Apache Synapse
Applications
1 2 (7.14%) Microsoft Excel
2 1 (3.57%) Spreadsheet
Business Applications
1 2 (7.14%) Dynamics CRM
Cloud Services
1 14 (50.00%) Azure
2 9 (32.14%) Power Platform
3 3 (10.71%) AWS
3 3 (10.71%) Azure Data Factory
3 3 (10.71%) IaaS
4 2 (7.14%) Amazon EMR
4 2 (7.14%) AWS CloudFormation
4 2 (7.14%) Azure Synapse Analytics
4 2 (7.14%) Dynamics 365
4 2 (7.14%) PaaS
4 2 (7.14%) SaaS
5 1 (3.57%) AWS Data Pipeline
5 1 (3.57%) Azure Storage
5 1 (3.57%) GCP
5 1 (3.57%) Google Analytics
Communications & Networking
1 1 (3.57%) Network Security
Database & Business Intelligence
1 9 (32.14%) Power BI
2 8 (28.57%) SQL Server
3 7 (25.00%) Data Lake
4 6 (21.43%) SQL Server Integration Services
5 5 (17.86%) Azure SQL Data Warehouse
5 5 (17.86%) Relational Database
6 4 (14.29%) SQL Server Reporting Services
6 4 (14.29%) Star Schema
7 3 (10.71%) Metadata
7 3 (10.71%) SQL Server Analysis Services
8 2 (7.14%) Azure SQL Database
8 2 (7.14%) Big Data
8 2 (7.14%) NoSQL
8 2 (7.14%) PowerCenter
8 2 (7.14%) SQL Server 2012
9 1 (3.57%) MySQL
9 1 (3.57%) PostgreSQL
9 1 (3.57%) RDBMS
9 1 (3.57%) Redis
9 1 (3.57%) Tableau
Development Applications
1 2 (7.14%) SQL Server Management Studio (SSMS)
2 1 (3.57%) Visual Studio
General
1 7 (25.00%) Social Skills
2 4 (14.29%) Finance
3 2 (7.14%) Analytical Skills
3 2 (7.14%) Law
3 2 (7.14%) Marketing
3 2 (7.14%) Public Sector
3 2 (7.14%) Retail
4 1 (3.57%) Aerospace
4 1 (3.57%) Influencing Skills
4 1 (3.57%) Pharmaceutical
4 1 (3.57%) Police
Job Titles
1 8 (28.57%) Architect
1 8 (28.57%) Data Architect
2 4 (14.29%) Analyst
3 3 (10.71%) Consultant
3 3 (10.71%) Data Engineer
3 3 (10.71%) Developer
3 3 (10.71%) Informatica Consultant
3 3 (10.71%) Project Manager
4 2 (7.14%) Business Intelligence Analyst
4 2 (7.14%) Business Intelligence Manager
4 2 (7.14%) Data Warehouse Analyst
4 2 (7.14%) Data Warehouse Developer
4 2 (7.14%) ERP Architect
4 2 (7.14%) Head of Business Intelligence
5 1 (3.57%) Business Manager
5 1 (3.57%) Data Analyst
5 1 (3.57%) Data Manager
5 1 (3.57%) ETL Developer
5 1 (3.57%) Senior Architect
5 1 (3.57%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (7.14%) JSON
1 2 (7.14%) YAML
2 1 (3.57%) .NET
2 1 (3.57%) ARM Templates
2 1 (3.57%) COM
2 1 (3.57%) HTML
2 1 (3.57%) Kafka
2 1 (3.57%) XML
Miscellaneous
1 4 (14.29%) NHS
2 3 (10.71%) Data Protection Act
2 3 (10.71%) Management Information System
3 2 (7.14%) Data Structures
3 2 (7.14%) Private Cloud
4 1 (3.57%) Self-Motivation
Operating Systems
1 1 (3.57%) VMS
Processes & Methodologies
1 15 (53.57%) Business Intelligence
2 13 (46.43%) ETL
3 11 (39.29%) Agile Software Development
4 7 (25.00%) Analytics
4 7 (25.00%) Data Modelling
5 6 (21.43%) Data Analysis
5 6 (21.43%) Data Engineering
5 6 (21.43%) Scrum
5 6 (21.43%) Stakeholder Management
6 5 (17.86%) Data Protection
6 5 (17.86%) DevOps
6 5 (17.86%) Master Data Management
7 4 (14.29%) Data Architecture
7 4 (14.29%) Data Governance
7 4 (14.29%) Data Management
7 4 (14.29%) Data Science
7 4 (14.29%) Data Transformation
7 4 (14.29%) Information Security
7 4 (14.29%) SDLC
7 4 (14.29%) Validation
Programming Languages
1 17 (60.71%) SQL
2 6 (21.43%) Python
3 3 (10.71%) C#
3 3 (10.71%) PowerShell
4 2 (7.14%) Data Analysis Expressions (DAX)
4 2 (7.14%) T-SQL
5 1 (3.57%) PL/SQL
5 1 (3.57%) R
5 1 (3.57%) Scala
5 1 (3.57%) U-SQL
5 1 (3.57%) VBA
Qualifications
1 6 (21.43%) Security Cleared
2 3 (10.71%) SC Cleared
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
2 3 (10.71%) QA
3 2 (7.14%) GDPR
Vendors
1 8 (28.57%) Microsoft
2 5 (17.86%) Databricks
3 4 (14.29%) Informatica
4 1 (3.57%) Cisco
4 1 (3.57%) Google
4 1 (3.57%) Oracle
4 1 (3.57%) SAP
4 1 (3.57%) ServiceNow
4 1 (3.57%) Teradata