Data Warehouse Contracts with Work from Home Options

Data Warehousing
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 104 104 86
Rank change year-on-year 0 -18 -5
Contract jobs citing Data Warehouse 327 591 1,323
As % of all contract jobs with a WFH option 2.15% 2.31% 2.96%
As % of the Database & Business Intelligence category 11.26% 12.10% 13.63%
Number of daily rates quoted 252 450 1,016
10th Percentile £363 £370 £381
25th Percentile £450 £457 £450
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £638
90th Percentile £725 £731 £738
UK median daily rate £550 £550 £550
% change year-on-year - - +10.00%
Number of hourly rates quoted 2 8 3
10th Percentile £48.09 £31.95 £21.90
25th Percentile £50.11 £41.63 £26.81
Median hourly rate £55.43 £53.82 £35.00
Median % change year-on-year +3.00% +53.76% -17.65%
75th Percentile £60.96 £70.13 £50.39
90th Percentile £63.10 £84.75 £59.62
UK median hourly rate £50.50 £49.79 £43.42
% change year-on-year +1.44% +14.67% +60.80%

All Database and Business Intelligence Skills
Work from Home

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 with a WFH option and a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 2,903 4,883 9,703
As % of all contract jobs with a WFH option 19.06% 19.08% 21.74%
Number of daily rates quoted 2,137 3,563 7,051
10th Percentile £356 £385 £373
25th Percentile £425 £450 £440
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - +5.00%
75th Percentile £650 £650 £638
90th Percentile £750 £750 £725
UK median daily rate £525 £540 £550
% change year-on-year -2.78% -1.74% +9.91%
Number of hourly rates quoted 37 83 85
10th Percentile £20.06 £22.20 £19.00
25th Percentile £22.61 £41.75 £21.75
Median hourly rate £40.00 £65.00 £46.67
Median % change year-on-year -38.46% +39.28% +55.57%
75th Percentile £61.50 £75.00 £60.00
90th Percentile £70.25 £85.00 £67.65
UK median hourly rate £40.00 £58.59 £42.50
% change year-on-year -31.73% +37.86% +57.64%

Data Warehouse
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Warehouse as a proportion of all IT jobs advertised.

Data Warehouse trend for jobs with a WFH option

Data Warehouse
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Data Warehouse.

Data Warehouse daily rate for jobs with a WFH option

Data Warehouse
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Data Warehouse over the 6 months to 3 May 2024.

Data Warehouse daily rate histogram for jobs with a WFH option

Data Warehouse
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with a work from home option citing Data Warehouse.

Data Warehouse hourly rate for jobs with a WFH option

Data Warehouse
Hourly Rate Histogram for Jobs with a WFH Option

Hourly rate distribution for jobs with a work from home option citing Data Warehouse over the 6 months to 3 May 2024.

Data Warehouse hourly rate histogram for jobs with a WFH option

Data Warehouse
Co-occurring Skills and Capabilities with WFH Options 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 13 (3.98%) Apache Airflow
2 12 (3.67%) Apache Spark
3 8 (2.45%) SAS
4 3 (0.92%) SharePoint
5 2 (0.61%) Apache
6 1 (0.31%) CMS
6 1 (0.31%) Confluence
6 1 (0.31%) WebLogic
Applications
1 5 (1.53%) Microsoft Excel
2 2 (0.61%) MS Visio
Business Applications
1 5 (1.53%) Dynamics CRM
2 4 (1.22%) NEC Housing
3 3 (0.92%) MIS ActiveH
4 1 (0.31%) Aladdin
4 1 (0.31%) IBM Planning Analytics
4 1 (0.31%) NetSuite
4 1 (0.31%) OPENHousing
4 1 (0.31%) Oracle ERP
4 1 (0.31%) Oracle General Ledger
4 1 (0.31%) Oracle Procure-to-Pay
4 1 (0.31%) SAP PP
4 1 (0.31%) Shopify
Cloud Services
1 117 (35.78%) Azure
2 83 (25.38%) Power Platform
3 50 (15.29%) AWS
4 38 (11.62%) GCP
5 27 (8.26%) Azure Data Factory
5 27 (8.26%) Snowflake
6 24 (7.34%) Azure Synapse Analytics
7 20 (6.12%) dbt
7 20 (6.12%) Serverless
8 14 (4.28%) Azure DevOps
9 13 (3.98%) Azure Stack
10 12 (3.67%) GitHub
10 12 (3.67%) Power Automate
10 12 (3.67%) PowerApps
11 11 (3.36%) Amazon Kinesis
11 11 (3.36%) Amazon S3
11 11 (3.36%) AWS Lambda
12 8 (2.45%) Dynamics 365
12 8 (2.45%) Microsoft Purview
13 7 (2.14%) Azure Logic Apps
Communications & Networking
1 1 (0.31%) Firewall
1 1 (0.31%) FIX Connectivity
1 1 (0.31%) Internet
Database & Business Intelligence
1 75 (22.94%) Power BI
2 65 (19.88%) SQL Server
3 61 (18.65%) Data Lake
4 36 (11.01%) Big Data
5 30 (9.17%) SQL Server Integration Services
6 29 (8.87%) BigQuery
7 22 (6.73%) Relational Database
8 20 (6.12%) Amazon Redshift
8 20 (6.12%) Snowflake Schema
9 19 (5.81%) Tableau
10 16 (4.89%) SQL Server Reporting Services
11 14 (4.28%) Metadata
12 12 (3.67%) Azure SQL Database
13 9 (2.75%) Enterprise Data Warehouse
13 9 (2.75%) Looker
13 9 (2.75%) SQL Server Analysis Services
13 9 (2.75%) Star Schema
14 8 (2.45%) Amazon Athena
14 8 (2.45%) Azure SQL Data Warehouse
14 8 (2.45%) Data Vault
Development Applications
1 16 (4.89%) JIRA
2 10 (3.06%) Git
3 5 (1.53%) ERwin
4 3 (0.92%) Visual Studio
4 3 (0.92%) Visual Studio Team System
5 2 (0.61%) Eclipse
5 2 (0.61%) GitLab
5 2 (0.61%) Jenkins
5 2 (0.61%) Selenium
5 2 (0.61%) SQL Server Management Studio (SSMS)
6 1 (0.31%) Bitbucket
6 1 (0.31%) Bugzilla
6 1 (0.31%) JMeter
6 1 (0.31%) JUnit
6 1 (0.31%) kappa
6 1 (0.31%) MLflow
6 1 (0.31%) PyCharm
6 1 (0.31%) TestNG
6 1 (0.31%) TestRail
General
1 74 (22.63%) Social Skills
2 55 (16.82%) Finance
3 36 (11.01%) Analytical Skills
4 31 (9.48%) Public Sector
5 14 (4.28%) Inclusion and Diversity
6 13 (3.98%) Banking
7 5 (1.53%) Manufacturing
7 5 (1.53%) Marketing
8 4 (1.22%) Financial Institution
8 4 (1.22%) Health Technology
8 4 (1.22%) Retail
8 4 (1.22%) Telecoms
9 3 (0.92%) Pharmaceutical
9 3 (0.92%) Presentation Skills
10 2 (0.61%) Automotive
10 2 (0.61%) Czech Language
10 2 (0.61%) Investment Banking
10 2 (0.61%) Legal
10 2 (0.61%) Local Government
11 1 (0.31%) Law
Job Titles
1 93 (28.44%) Data Engineer
2 67 (20.49%) Architect
3 55 (16.82%) Data Architect
4 44 (13.46%) Developer
5 39 (11.93%) Analyst
6 20 (6.12%) Business Analyst
6 20 (6.12%) Senior
7 17 (5.20%) Business Intelligence Analyst
8 16 (4.89%) Project Manager
9 14 (4.28%) Data Modeller
10 13 (3.98%) Business Intelligence Business Analyst
10 13 (3.98%) Data Analyst
11 12 (3.67%) AWS Engineer
11 12 (3.67%) Lead
12 11 (3.36%) Azure Data Engineer
12 11 (3.36%) Azure Engineer
13 10 (3.06%) Power BI Analyst
14 9 (2.75%) Consultant
14 9 (2.75%) Senior Data Engineer
15 8 (2.45%) AWS Data Engineer
Libraries, Frameworks & Software Standards
1 30 (9.17%) JSON
2 22 (6.73%) PySpark
3 20 (6.12%) XML
4 12 (3.67%) .NET
5 11 (3.36%) REST
6 10 (3.06%) Kafka
7 8 (2.45%) Web Services
8 6 (1.83%) Apache Avro
9 4 (1.22%) ADO
9 4 (1.22%) Middleware
10 3 (0.92%) ARM Templates
10 3 (0.92%) ASP.NET
10 3 (0.92%) Oracle Fusion
10 3 (0.92%) PyTorch
10 3 (0.92%) Spark Streaming
10 3 (0.92%) TensorFlow
11 2 (0.61%) Django
11 2 (0.61%) JSON Schema
11 2 (0.61%) React
11 2 (0.61%) RESTful
Miscellaneous
1 13 (3.98%) Data Structures
2 11 (3.36%) Greenfield Project
2 11 (3.36%) Product Ownership
3 10 (3.06%) Reference Data
4 8 (2.45%) Distributed Computing
4 8 (2.45%) Management Information System
4 8 (2.45%) NHS
5 7 (2.14%) Self-Motivation
6 4 (1.22%) Data Protection Act
6 4 (1.22%) Taxonomies
7 3 (0.92%) Hedge funds
7 3 (0.92%) Housing Association
7 3 (0.92%) Legacy Systems
7 3 (0.92%) Reinsurance
7 3 (0.92%) Team-Oriented Environment
8 2 (0.61%) Algorithms
8 2 (0.61%) Credit Risk
8 2 (0.61%) IoT
8 2 (0.61%) Renewable Energy
8 2 (0.61%) Virtual Team
Operating Systems
1 5 (1.53%) Linux
2 2 (0.61%) CentOS
2 2 (0.61%) Unix
3 1 (0.31%) Red Hat Enterprise Linux
Processes & Methodologies
1 164 (50.15%) Data Modelling
2 140 (42.81%) ETL
3 111 (33.94%) Business Intelligence
4 100 (30.58%) Analytics
5 66 (20.18%) Agile
6 56 (17.13%) Data Engineering
7 52 (15.90%) Migration
8 50 (15.29%) Problem-Solving
9 49 (14.98%) Data Pipeline
9 49 (14.98%) Visualisation
10 44 (13.46%) Data Governance
11 43 (13.15%) Data Integration
12 42 (12.84%) DevOps
13 38 (11.62%) Data Science
14 37 (11.31%) Data Transformation
15 34 (10.40%) Data Migration
16 32 (9.79%) Data Architecture
17 31 (9.48%) Data Management
18 30 (9.17%) Data Analysis
19 26 (7.95%) Data Visualisation
Programming Languages
1 169 (51.68%) SQL
2 92 (28.13%) Python
3 32 (9.79%) Java
4 26 (7.95%) C#
5 20 (6.12%) T-SQL
6 13 (3.98%) Scala
7 8 (2.45%) Data Analysis Expressions
8 7 (2.14%) JavaScript
8 7 (2.14%) PL/SQL
9 6 (1.83%) PowerShell
10 5 (1.53%) TypeScript
11 4 (1.22%) R
11 4 (1.22%) X++
12 3 (0.92%) VBA
13 2 (0.61%) Bash
13 2 (0.61%) C++
13 2 (0.61%) VB
13 2 (0.61%) VB.NET
13 2 (0.61%) VBScript
14 1 (0.31%) Tcl
Qualifications
1 23 (7.03%) Security Cleared
2 19 (5.81%) Degree
2 19 (5.81%) SC Cleared
3 12 (3.67%) Computer Science Degree
4 4 (1.22%) Azure Certification
5 3 (0.92%) BPSS Clearance
6 2 (0.61%) AWS Certification
6 2 (0.61%) AWS Certified Solutions Architect
6 2 (0.61%) Microsoft Certification
7 1 (0.31%) Master's Degree
7 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 67 (20.49%) Data Quality
2 6 (1.83%) Accessibility
3 4 (1.22%) IFRS
3 4 (1.22%) IFRS 17
3 4 (1.22%) QA
4 3 (0.92%) Solvency II
5 2 (0.61%) GDPR
5 2 (0.61%) GxP
6 1 (0.31%) CDISC
6 1 (0.31%) IFRS 9
6 1 (0.31%) PCI DSS
System Software
1 7 (2.14%) Docker
2 1 (0.31%) Active Directory
2 1 (0.31%) HDFS
2 1 (0.31%) Oracle RAC
Systems Management
1 13 (3.98%) Terraform
2 7 (2.14%) Kubernetes
3 4 (1.22%) Ansible
4 3 (0.92%) Jamf Pro
5 1 (0.31%) Oracle Enterprise Manager
Vendors
1 58 (17.74%) Microsoft
2 36 (11.01%) Databricks
3 25 (7.65%) Oracle
4 18 (5.50%) Google
5 13 (3.98%) Informatica
6 9 (2.75%) AVEVA
7 5 (1.53%) Foundry
7 5 (1.53%) Palantir
7 5 (1.53%) Salesforce
8 4 (1.22%) Brio
8 4 (1.22%) NEC
9 3 (0.92%) Embarcadero
9 3 (0.92%) JD Edwards
9 3 (0.92%) Nexthink
9 3 (0.92%) QAD
9 3 (0.92%) SAP
9 3 (0.92%) Snow
10 2 (0.61%) Facebook
10 2 (0.61%) Talend
10 2 (0.61%) Twitter