Period
to

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 3 July 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 of England
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 93 81 72
Rank change year-on-year -12 -9 -5
Contract jobs citing Data Warehouse 50 40 52
As % of all contract jobs advertised in the East of England 1.99% 1.99% 2.56%
As % of the Database & Business Intelligence category 13.23% 12.58% 12.26%
Number of daily rates quoted 33 29 37
10th Percentile £330 £199 £325
25th Percentile £408 £234 £371
Median daily rate (50th Percentile) £435 £400 £438
Median % change year-on-year +8.75% -8.57% -5.66%
75th Percentile £568 £518 £488
90th Percentile £648 £603 £588
England median daily rate £550 £510 £475
% change year-on-year +7.84% +7.37% -
Number of hourly rates quoted 5 6 0
10th Percentile - £24.94 -
25th Percentile - £26.99 -
Median hourly rate £35.00 £27.00 -
Median % change year-on-year +29.63% - -
75th Percentile - - -
90th Percentile £53.46 £38.50 -
England median hourly rate £43.42 £21.91 £56.00
% change year-on-year +98.15% -60.88% +190.01%

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 of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 378 318 424
As % of all contract IT jobs advertised in the East of England 15.07% 15.79% 20.87%
Number of daily rates quoted 274 194 269
10th Percentile £313 £210 £313
25th Percentile £413 £314 £375
Median daily rate (50th Percentile) £475 £438 £450
Median % change year-on-year +8.57% -2.78% -
75th Percentile £625 £526 £538
90th Percentile £708 £609 £600
England median daily rate £550 £506 £500
% change year-on-year +8.67% +1.23% +4.17%
Number of hourly rates quoted 21 30 13
10th Percentile £14.25 £11.25 £19.17
25th Percentile £26.98 £13.50 £20.50
Median hourly rate £35.00 £26.99 £21.57
Median % change year-on-year +29.68% +25.13% -17.61%
75th Percentile £49.89 £37.54 £26.05
90th Percentile £65.76 £50.65 £28.21
England median hourly rate £37.80 £24.80 £25.50
% change year-on-year +52.42% -2.75% -17.74%

Data Warehouse
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Contractor Daily Rate Trend in the East of England

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

Daily rate trend for Data Warehouse in the East of England

Data Warehouse
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Data Warehouse in the East of England over the 6 months to 3 July 2022.

Daily rate histogram for Data Warehouse in the East of England

Data Warehouse
Contractor Hourly Rate Trend in the East of England

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

Hourly rate trend for Data Warehouse in the East of England

Data Warehouse
Hourly Rate Histogram in the East of England

Hourly rate distribution of jobs citing Data Warehouse in the East of England over the 6 months to 3 July 2022.

Hourly rate histogram for Data Warehouse in the East of England

Data Warehouse
Contract Job Locations in the East of England

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 of England region over the 6 months to 3 July 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
Essex -5 21 £435 +102.33% 1
Hertfordshire +5 12 £475 -8.21% 7
Cambridgeshire -25 6 £415 -19.42%
Suffolk - 5 £550 -
Norfolk - 3 £515 - 1
Bedfordshire -12 2 £290 -38.95% 5
Data Warehouse
England

For the 6 months to 3 July 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 of England region with a requirement for Data Warehouse.

1 31 (62.00%) SQL
1 31 (62.00%) AWS
2 30 (60.00%) Business Intelligence
2 30 (60.00%) Analytics
3 29 (58.00%) ETL
4 27 (54.00%) Azure
5 22 (44.00%) Power BI
5 22 (44.00%) Power Platform
6 20 (40.00%) Agile
7 19 (38.00%) Data Analytics
8 18 (36.00%) Data Modelling
9 17 (34.00%) Migration
10 16 (32.00%) Python
10 16 (32.00%) Data Virtualisation
11 15 (30.00%) Amazon Redshift
11 15 (30.00%) DevOps
11 15 (30.00%) Unix
11 15 (30.00%) Informatica
11 15 (30.00%) CI/CD
12 14 (28.00%) Oracle
13 13 (26.00%) Pentaho
13 13 (26.00%) JIRA
13 13 (26.00%) Jenkins
14 12 (24.00%) Talend
14 12 (24.00%) GCP
14 12 (24.00%) GitLab
14 12 (24.00%) QA
14 12 (24.00%) SAS
14 12 (24.00%) MySQL
14 12 (24.00%) Scrum

Data Warehouse
Co-occurring IT Skills in the East of England 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 12 (24.00%) SAS
2 11 (22.00%) Confluence
3 5 (10.00%) Apache Spark
3 5 (10.00%) Jupyter
4 2 (4.00%) Apache
4 2 (4.00%) Apache Airflow
5 1 (2.00%) CMS
Applications
1 5 (10.00%) Microsoft Excel
2 1 (2.00%) Microsoft Office
2 1 (2.00%) Microsoft PowerPoint
2 1 (2.00%) MS Visio
Business Applications
1 1 (2.00%) Cognos Business Intelligence
Cloud Services
1 31 (62.00%) AWS
2 27 (54.00%) Azure
3 22 (44.00%) Power Platform
4 12 (24.00%) GCP
5 11 (22.00%) Tricentis Tosca
6 8 (16.00%) Azure Data Factory
6 8 (16.00%) Serverless
6 8 (16.00%) Snowflake
7 6 (12.00%) AWS Lambda
8 5 (10.00%) Amazon EMR
8 5 (10.00%) Amazon SageMaker
8 5 (10.00%) Azure Synapse Analytics
9 4 (8.00%) IaaS
9 4 (8.00%) PaaS
10 2 (4.00%) GitHub
11 1 (2.00%) Amazon S3
11 1 (2.00%) AWS Step Functions
11 1 (2.00%) Azure DevOps
11 1 (2.00%) Collibra
Communications & Networking
1 1 (2.00%) Intranet
1 1 (2.00%) Kerberos
Database & Business Intelligence
1 22 (44.00%) Power BI
2 15 (30.00%) Amazon Redshift
3 13 (26.00%) Pentaho
4 12 (24.00%) MySQL
5 11 (22.00%) Amazon RDS
5 11 (22.00%) BusinessObjects
6 10 (20.00%) Relational Database
7 9 (18.00%) Impala
8 8 (16.00%) Big Data
9 6 (12.00%) Azure SQL Database
9 6 (12.00%) Data Lake
9 6 (12.00%) SQL Server
9 6 (12.00%) SQL Server Analysis Services
9 6 (12.00%) SQL Server Integration Services
9 6 (12.00%) SQL Server Reporting Services
10 5 (10.00%) NoSQL
10 5 (10.00%) Tableau
10 5 (10.00%) Triplestore
11 4 (8.00%) RDBMS
12 3 (6.00%) PostgreSQL
Development Applications
1 13 (26.00%) Jenkins
1 13 (26.00%) JIRA
2 12 (24.00%) GitLab
3 11 (22.00%) Bitbucket
3 11 (22.00%) Zephyr
4 2 (4.00%) Git (software)
5 1 (2.00%) SQL Server Management Studio (SSMS)
5 1 (2.00%) Toad
General
1 9 (18.00%) Analytical Skills
1 9 (18.00%) Finance
2 6 (12.00%) Social Skills
3 4 (8.00%) Organisational Skills
3 4 (8.00%) Public Sector
4 2 (4.00%) Pharmaceutical
4 2 (4.00%) Retail
5 1 (2.00%) Aviation
5 1 (2.00%) Banking
5 1 (2.00%) Law
5 1 (2.00%) Legal
5 1 (2.00%) Presentation Skills
Job Titles
1 14 (28.00%) Analyst
2 13 (26.00%) Data Engineer
3 9 (18.00%) QA Analyst
3 9 (18.00%) QA Test Analyst
3 9 (18.00%) Test Analyst
4 6 (12.00%) Developer
5 5 (10.00%) Architect
5 5 (10.00%) Azure Data Engineer
5 5 (10.00%) Azure Engineer
5 5 (10.00%) Business Intelligence Developer
5 5 (10.00%) Data Scientist
6 4 (8.00%) Azure Developer
7 3 (6.00%) AWS Data Engineer
7 3 (6.00%) AWS Engineer
7 3 (6.00%) Data Architect
8 2 (4.00%) Data Analyst
8 2 (4.00%) Lead Architect
8 2 (4.00%) Senior Manager
8 2 (4.00%) Software Engineer
8 2 (4.00%) Test Leader
Libraries, Frameworks & Software Standards
1 5 (10.00%) Kafka
1 5 (10.00%) NLTK
1 5 (10.00%) NumPy
1 5 (10.00%) Pandas
1 5 (10.00%) SciPy
1 5 (10.00%) Shiny
1 5 (10.00%) TensorFlow
2 2 (4.00%) PySpark
2 2 (4.00%) Spring
2 2 (4.00%) Spring Batch
3 1 (2.00%) JSON
3 1 (2.00%) MDX
3 1 (2.00%) XML
Miscellaneous
1 4 (8.00%) Replication
1 4 (8.00%) Self-Motivation
2 2 (4.00%) Data Centre
2 2 (4.00%) Management Information System
3 1 (2.00%) Data Protection Act
3 1 (2.00%) DataPower
3 1 (2.00%) NHS
3 1 (2.00%) PMI
3 1 (2.00%) Public Cloud
3 1 (2.00%) Reference Data
3 1 (2.00%) User Experience
Operating Systems
1 15 (30.00%) Unix
2 4 (8.00%) Linux
3 1 (2.00%) Windows
3 1 (2.00%) Windows Server
Processes & Methodologies
1 30 (60.00%) Analytics
1 30 (60.00%) Business Intelligence
2 29 (58.00%) ETL
3 20 (40.00%) Agile
4 19 (38.00%) Data Analytics
5 18 (36.00%) Data Modelling
6 17 (34.00%) Migration
7 16 (32.00%) Data Virtualisation
8 15 (30.00%) CI/CD
8 15 (30.00%) DevOps
9 12 (24.00%) Scrum
10 11 (22.00%) Data Migration
10 11 (22.00%) Data Reconciliation
10 11 (22.00%) Test Automation
10 11 (22.00%) Test Scripting
10 11 (22.00%) Visualisation
11 10 (20.00%) Software Delivery
12 9 (18.00%) Coaching
12 9 (18.00%) Matrix Organization
12 9 (18.00%) User Stories
Programming Languages
1 31 (62.00%) SQL
2 16 (32.00%) Python
3 11 (22.00%) PL/SQL
4 8 (16.00%) R
5 4 (8.00%) PowerShell
5 4 (8.00%) T-SQL
6 2 (4.00%) Java
Qualifications
1 11 (22.00%) ISTQB
1 11 (22.00%) ISTQB Foundation Certification
2 3 (6.00%) AWS Certification
2 3 (6.00%) Security Cleared
3 2 (4.00%) SC Cleared
4 1 (2.00%) CBAP
4 1 (2.00%) ISEB
4 1 (2.00%) ISEB Practitioner
4 1 (2.00%) PMI Certification
4 1 (2.00%) SAFe Agilist
4 1 (2.00%) SAS Certification
Quality Assurance & Compliance
1 12 (24.00%) QA
2 5 (10.00%) Data Quality
System Software
1 1 (2.00%) Active Directory
1 1 (2.00%) Docker
Systems Management
1 11 (22.00%) Ansible
2 1 (2.00%) Control-M
2 1 (2.00%) Kubernetes
Vendors
1 15 (30.00%) Informatica
2 14 (28.00%) Oracle
3 12 (24.00%) Talend
4 9 (18.00%) Microsoft
5 8 (16.00%) Databricks
6 2 (4.00%) Alteryx
6 2 (4.00%) Google
6 2 (4.00%) Teradata
7 1 (2.00%) Cognos
7 1 (2.00%) DataFlux
7 1 (2.00%) Guidewire
7 1 (2.00%) IBM
7 1 (2.00%) Sage
7 1 (2.00%) Salesforce.com
7 1 (2.00%) SAP
7 1 (2.00%) ServiceNow