Period
to 28 September 2021

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 28 September 2021 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
28 Sep 2021
Same period 2020 Same period 2019
Rank 67 46 76
Rank change year-on-year -21 +30 -18
Contract jobs citing Data Warehouse 32 10 49
As % of all contract jobs advertised in the East Midlands 2.37% 1.93% 2.50%
As % of the Database & Business Intelligence category 14.16% 8.13% 10.21%
Number of daily rates quoted 19 4 35
10th Percentile £205 £341 £154
25th Percentile £404 £366 £241
Median daily rate (50th Percentile) £450 £390 £375
Median % change year-on-year +15.53% +3.87% -3.23%
75th Percentile £558 £409 £475
90th Percentile £603 £426 £528
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +5.56%
Number of hourly rates quoted 0 0 5
Median hourly rate - - £14.28
England median hourly rate £27.00 £67.50 £19.31
% change year-on-year -60.00% +249.56% -17.83%

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 226 123 480
As % of all contract IT jobs advertised in the East Midlands 16.70% 23.75% 24.53%
Number of daily rates quoted 155 77 312
10th Percentile £304 £241 £269
25th Percentile £363 £305 £325
Median daily rate (50th Percentile) £425 £368 £400
Median % change year-on-year +15.65% -8.13% -
75th Percentile £525 £413 £495
90th Percentile £594 £485 £550
England median daily rate £525 £500 £480
% change year-on-year +5.00% +4.17% +1.05%
Number of hourly rates quoted 3 1 9
10th Percentile £30.27 " £14.00
25th Percentile £34.54 £11.61 £14.28
Median hourly rate £43.34 £12.23 £18.00
Median % change year-on-year +254.48% -32.08% -55.00%
75th Percentile £46.88 £12.84 £24.75
90th Percentile £48.00 " £48.00
England median hourly rate £32.25 £23.59 £30.00
% change year-on-year +36.72% -21.38% +9.09%

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 28 September 2021.

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 28 September 2021. 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
Job
Vacancies
Nottinghamshire -8 17 £425 - 7
Derbyshire - 10 £565 - 4
Leicestershire -18 5 £545 +45.33% 3
Data Warehouse
England

For the 6 months to 28 September 2021, 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 28 (87.50%) SQL
2 21 (65.63%) Azure
3 19 (59.38%) Business Intelligence
4 13 (40.63%) ETL
4 13 (40.63%) Microsoft
4 13 (40.63%) Analytics
5 11 (34.38%) Data Lake
5 11 (34.38%) Azure SQL Data Warehouse
5 11 (34.38%) Power Platform
6 10 (31.25%) Relational Database
7 9 (28.13%) Data Engineering
7 9 (28.13%) Azure Synapse Analytics
7 9 (28.13%) SQL Server
8 8 (25.00%) SQL Server Integration Services
8 8 (25.00%) Azure SQL Database
8 8 (25.00%) Social Skills
9 7 (21.88%) Power BI
9 7 (21.88%) Databricks
9 7 (21.88%) Agile Software Development
10 6 (18.75%) Migration
10 6 (18.75%) Scrum
10 6 (18.75%) IaaS
11 5 (15.63%) Azure Data Factory
11 5 (15.63%) Azure Storage
11 5 (15.63%) Data Transformation
11 5 (15.63%) Stakeholder Management
11 5 (15.63%) Requirements Analysis
11 5 (15.63%) NHS
11 5 (15.63%) Data Modelling
11 5 (15.63%) RDBMS

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 (12.50%) Apache Spark
2 2 (6.25%) Apache
2 2 (6.25%) SAS
3 1 (3.13%) Apache Solr
3 1 (3.13%) Apache Synapse
3 1 (3.13%) Elasticsearch
Applications
1 1 (3.13%) Microsoft Project
Cloud Services
1 21 (65.63%) Azure
2 11 (34.38%) Power Platform
3 9 (28.13%) Azure Synapse Analytics
4 6 (18.75%) IaaS
5 5 (15.63%) Azure Data Factory
5 5 (15.63%) Azure Storage
6 3 (9.38%) SaaS
7 2 (6.25%) PaaS
8 1 (3.13%) AWS
8 1 (3.13%) Azure Cosmos DB
8 1 (3.13%) Azure Functions
8 1 (3.13%) Azure Logic Apps
8 1 (3.13%) Azure Machine Learning
8 1 (3.13%) Dynamics 365
8 1 (3.13%) Fivetran
8 1 (3.13%) GCP
8 1 (3.13%) Google Analytics
8 1 (3.13%) Microsoft 365
8 1 (3.13%) Serverless
8 1 (3.13%) Snowflake
Communications & Networking
1 4 (12.50%) Network Security
2 3 (9.38%) Cisco Firepower
3 1 (3.13%) VPN
Database & Business Intelligence
1 11 (34.38%) Azure SQL Data Warehouse
1 11 (34.38%) Data Lake
2 10 (31.25%) Relational Database
3 9 (28.13%) SQL Server
4 8 (25.00%) Azure SQL Database
4 8 (25.00%) SQL Server Integration Services
5 7 (21.88%) Power BI
6 5 (15.63%) RDBMS
7 4 (12.50%) MySQL
8 3 (9.38%) PostgreSQL
8 3 (9.38%) SQL Server Analysis Services
8 3 (9.38%) SQL Server Reporting Services
9 2 (6.25%) Big Data
9 2 (6.25%) MongoDB
9 2 (6.25%) NoSQL
9 2 (6.25%) PowerCenter
9 2 (6.25%) Redis
9 2 (6.25%) SQL Server 2012
9 2 (6.25%) SQL Server 2016
9 2 (6.25%) Star Schema
Development Applications
1 3 (9.38%) SQL Server Management Studio (SSMS)
2 1 (3.13%) Visual Studio
General
1 8 (25.00%) Social Skills
2 4 (12.50%) Aerospace
2 4 (12.50%) Presentation Skills
3 1 (3.13%) Analytical Skills
3 1 (3.13%) Marketing
3 1 (3.13%) Public Sector
3 1 (3.13%) Retail
Job Titles
1 12 (37.50%) Architect
2 11 (34.38%) Data Architect
3 6 (18.75%) Azure Engineer
4 4 (12.50%) Developer
4 4 (12.50%) Solutions Architect
5 3 (9.38%) Analyst
5 3 (9.38%) Cloud Engineer
5 3 (9.38%) Consultant
5 3 (9.38%) Data Engineer
6 2 (6.25%) Business Intelligence Analyst
6 2 (6.25%) Informatica Consultant
6 2 (6.25%) SQL Developer
6 2 (6.25%) SSIS Developer
6 2 (6.25%) Test Leader
7 1 (3.13%) Business Intelligence Developer
7 1 (3.13%) Data Analyst
7 1 (3.13%) Data Warehouse Analyst
7 1 (3.13%) Informatica Developer
7 1 (3.13%) Senior Data Warehouse Developer
7 1 (3.13%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 2 (6.25%) COM
1 2 (6.25%) Kafka
Miscellaneous
1 5 (15.63%) NHS
2 1 (3.13%) Algorithms
2 1 (3.13%) BYOD
2 1 (3.13%) Data Structures
Operating Systems
1 4 (12.50%) VMS
2 1 (3.13%) Linux
2 1 (3.13%) Unix
Processes & Methodologies
1 19 (59.38%) Business Intelligence
2 13 (40.63%) Analytics
2 13 (40.63%) ETL
3 9 (28.13%) Data Engineering
4 7 (21.88%) Agile Software Development
5 6 (18.75%) Migration
5 6 (18.75%) Scrum
6 5 (15.63%) Data Modelling
6 5 (15.63%) Data Transformation
6 5 (15.63%) Requirements Analysis
6 5 (15.63%) Stakeholder Management
7 4 (12.50%) Business Analytics
7 4 (12.50%) Data Management
7 4 (12.50%) Data Pipeline
7 4 (12.50%) Data Security
7 4 (12.50%) Information Security
7 4 (12.50%) Operations Management
7 4 (12.50%) Runbook
7 4 (12.50%) SDLC
8 3 (9.38%) Mentoring
Programming Languages
1 28 (87.50%) SQL
2 4 (12.50%) T-SQL
3 3 (9.38%) Python
4 2 (6.25%) Data Analysis Expressions (DAX)
4 2 (6.25%) PL/SQL
5 1 (3.13%) C#
5 1 (3.13%) R
5 1 (3.13%) Scala
Qualifications
1 4 (12.50%) Security Cleared
2 3 (9.38%) SC Cleared
3 1 (3.13%) Microsoft Certification
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
2 2 (6.25%) GDPR
2 2 (6.25%) QA
Systems Management
1 1 (3.13%) Opscode Chef
1 1 (3.13%) Puppet
1 1 (3.13%) Terraform
Vendors
1 13 (40.63%) Microsoft
2 7 (21.88%) Databricks
3 4 (12.50%) Cisco
4 3 (9.38%) Informatica
4 3 (9.38%) Oracle
4 3 (9.38%) Teradata
5 2 (6.25%) F5
5 2 (6.25%) Netezza
6 1 (3.13%) Cognos
6 1 (3.13%) Google
6 1 (3.13%) IBM
6 1 (3.13%) ServiceNow