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 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 99 103 81
Rank change year-on-year +4 -22 +2
Contract jobs citing Data Warehouse 322 563 1,312
As % of all contract jobs with a WFH option 2.18% 2.28% 2.99%
As % of the Database & Business Intelligence category 11.20% 11.98% 13.80%
Number of daily rates quoted 249 438 1,013
10th Percentile £363 £370 £375
25th Percentile £450 £463 £450
Median daily rate (50th Percentile) £525 £550 £532
Median % change year-on-year -4.55% +3.38% +6.40%
75th Percentile £638 £650 £638
90th Percentile £716 £731 £738
UK median daily rate £537 £550 £550
% change year-on-year -2.41% - +10.00%
Number of hourly rates quoted 2 5 3
10th Percentile £48.09 £38.30 £21.90
25th Percentile £50.11 £62.00 £26.81
Median hourly rate £55.43 £64.00 £35.00
Median % change year-on-year -13.39% +82.86% -17.65%
75th Percentile £60.96 £82.50 £50.39
90th Percentile £63.10 £87.00 £59.62
UK median hourly rate £50.50 £64.00 £43.42
% change year-on-year -21.09% +47.41% +66.98%

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 2,875 4,698 9,504
As % of all contract jobs with a WFH option 19.43% 19.06% 21.63%
Number of daily rates quoted 2,118 3,428 6,908
10th Percentile £357 £385 £370
25th Percentile £425 £450 £440
Median daily rate (50th Percentile) £524 £525 £525
Median % change year-on-year -0.29% - +5.00%
75th Percentile £650 £650 £638
90th Percentile £750 £750 £731
UK median daily rate £525 £545 £545
% change year-on-year -3.67% - +9.00%
Number of hourly rates quoted 37 80 91
10th Percentile £20.06 £22.16 £20.00
25th Percentile £22.61 £43.75 £23.05
Median hourly rate £40.25 £66.00 £47.50
Median % change year-on-year -39.02% +38.95% +41.79%
75th Percentile £63.00 £75.00 £65.54
90th Percentile £72.50 £85.00 £75.00
UK median hourly rate £40.00 £60.00 £46.00
% change year-on-year -33.33% +30.43% +73.58%

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 16 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 16 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 19 (5.90%) Apache Airflow
2 12 (3.73%) Apache Spark
3 8 (2.48%) Apache
3 8 (2.48%) SAS
4 3 (0.93%) SharePoint
5 1 (0.31%) CMS
5 1 (0.31%) Confluence
5 1 (0.31%) WebLogic
Applications
1 5 (1.55%) Microsoft Excel
2 2 (0.62%) MS Visio
Business Applications
1 5 (1.55%) Dynamics CRM
2 3 (0.93%) MIS ActiveH
2 3 (0.93%) NEC Housing
3 1 (0.31%) IBM Planning Analytics
3 1 (0.31%) NetSuite
3 1 (0.31%) OPENHousing
3 1 (0.31%) Oracle ERP
3 1 (0.31%) Oracle General Ledger
3 1 (0.31%) Oracle Procure-to-Pay
3 1 (0.31%) SAP PP
3 1 (0.31%) Shopify
Cloud Services
1 114 (35.40%) Azure
2 77 (23.91%) Power Platform
3 56 (17.39%) AWS
4 39 (12.11%) GCP
5 31 (9.63%) Snowflake
6 26 (8.07%) Azure Data Factory
6 26 (8.07%) dbt
7 25 (7.76%) Serverless
8 23 (7.14%) Azure Synapse Analytics
9 16 (4.97%) Amazon S3
9 16 (4.97%) AWS Lambda
10 14 (4.35%) Azure DevOps
11 13 (4.04%) Azure Stack
12 12 (3.73%) GitHub
12 12 (3.73%) Power Automate
13 11 (3.42%) Amazon EMR
13 11 (3.42%) Amazon Kinesis
13 11 (3.42%) PowerApps
14 8 (2.48%) Microsoft Purview
15 7 (2.17%) GitHub Actions
Communications & Networking
1 1 (0.31%) Firewall
1 1 (0.31%) FIX Connectivity
1 1 (0.31%) Internet
Database & Business Intelligence
1 70 (21.74%) Power BI
2 61 (18.94%) SQL Server
3 59 (18.32%) Data Lake
4 36 (11.18%) Big Data
5 30 (9.32%) BigQuery
6 27 (8.39%) SQL Server Integration Services
7 25 (7.76%) Amazon Redshift
8 22 (6.83%) Relational Database
9 21 (6.52%) Snowflake Schema
10 18 (5.59%) Tableau
11 16 (4.97%) SQL Server Reporting Services
12 15 (4.66%) Metadata
13 14 (4.35%) Amazon Athena
14 12 (3.73%) Azure SQL Database
15 9 (2.80%) Enterprise Data Warehouse
15 9 (2.80%) Star Schema
16 8 (2.48%) Data Vault
16 8 (2.48%) Looker
16 8 (2.48%) SQL Server Analysis Services
17 7 (2.17%) QlikView
Development Applications
1 17 (5.28%) JIRA
2 15 (4.66%) Git
3 5 (1.55%) ERwin
4 3 (0.93%) Selenium
4 3 (0.93%) Visual Studio
4 3 (0.93%) Visual Studio Team System
5 2 (0.62%) Bugzilla
5 2 (0.62%) Eclipse
5 2 (0.62%) GitLab
5 2 (0.62%) Jenkins
5 2 (0.62%) JMeter
5 2 (0.62%) JUnit
5 2 (0.62%) SQL Server Management Studio (SSMS)
5 2 (0.62%) TestNG
5 2 (0.62%) TestRail
6 1 (0.31%) Bitbucket
6 1 (0.31%) kappa
6 1 (0.31%) MLflow
6 1 (0.31%) PyCharm
General
1 70 (21.74%) Social Skills
2 51 (15.84%) Finance
3 33 (10.25%) Public Sector
4 31 (9.63%) Analytical Skills
5 12 (3.73%) Banking
5 12 (3.73%) Inclusion and Diversity
6 5 (1.55%) Manufacturing
6 5 (1.55%) Marketing
7 4 (1.24%) Financial Institution
7 4 (1.24%) Health Technology
7 4 (1.24%) Retail
7 4 (1.24%) Telecoms
8 2 (0.62%) Back Office
8 2 (0.62%) Czech Language
8 2 (0.62%) Investment Banking
8 2 (0.62%) Legal
8 2 (0.62%) Local Government
8 2 (0.62%) Pharmaceutical
9 1 (0.31%) Law
9 1 (0.31%) Retail Finance
Job Titles
1 91 (28.26%) Data Engineer
2 64 (19.88%) Architect
3 53 (16.46%) Data Architect
4 43 (13.35%) Developer
5 36 (11.18%) Analyst
6 21 (6.52%) Senior
7 16 (4.97%) Business Analyst
7 16 (4.97%) Data Modeller
7 16 (4.97%) Project Manager
8 15 (4.66%) Business Intelligence Analyst
8 15 (4.66%) Lead
9 13 (4.04%) Data Analyst
10 11 (3.42%) AWS Engineer
10 11 (3.42%) Azure Data Engineer
10 11 (3.42%) Azure Engineer
10 11 (3.42%) Business Intelligence Business Analyst
11 10 (3.11%) Senior Data Engineer
12 8 (2.48%) Consultant
12 8 (2.48%) Power BI Analyst
13 7 (2.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 28 (8.70%) JSON
2 27 (8.39%) PySpark
3 20 (6.21%) XML
4 12 (3.73%) .NET
5 11 (3.42%) REST
6 9 (2.80%) Kafka
7 8 (2.48%) Web Services
8 6 (1.86%) Apache Avro
9 4 (1.24%) ADO
9 4 (1.24%) Middleware
10 3 (0.93%) ARM Templates
10 3 (0.93%) ASP.NET
10 3 (0.93%) Oracle Fusion
10 3 (0.93%) PyTorch
10 3 (0.93%) Spark Streaming
10 3 (0.93%) TensorFlow
11 2 (0.62%) Django
11 2 (0.62%) JSON Schema
11 2 (0.62%) React
11 2 (0.62%) RESTful
Miscellaneous
1 13 (4.04%) Data Structures
2 12 (3.73%) Product Ownership
3 11 (3.42%) Greenfield Project
4 10 (3.11%) Reference Data
5 8 (2.48%) Distributed Computing
5 8 (2.48%) Management Information System
5 8 (2.48%) NHS
5 8 (2.48%) Self-Motivation
6 4 (1.24%) Data Protection Act
6 4 (1.24%) Taxonomies
7 3 (0.93%) Hedge funds
7 3 (0.93%) Legacy Systems
7 3 (0.93%) Reinsurance
7 3 (0.93%) Team-Oriented Environment
8 2 (0.62%) Algorithms
8 2 (0.62%) Data Fabric
8 2 (0.62%) Housing Association
8 2 (0.62%) IoT
8 2 (0.62%) Renewable Energy
8 2 (0.62%) Virtual Team
Operating Systems
1 5 (1.55%) Linux
2 2 (0.62%) CentOS
2 2 (0.62%) Unix
3 1 (0.31%) Red Hat Enterprise Linux
Processes & Methodologies
1 160 (49.69%) Data Modelling
2 142 (44.10%) ETL
3 105 (32.61%) Business Intelligence
4 99 (30.75%) Analytics
5 68 (21.12%) Agile
6 56 (17.39%) Data Engineering
6 56 (17.39%) Data Pipeline
7 51 (15.84%) Migration
8 46 (14.29%) Problem-Solving
9 45 (13.98%) Visualisation
10 42 (13.04%) DevOps
11 41 (12.73%) Data Governance
12 39 (12.11%) Data Integration
13 38 (11.80%) Data Science
14 37 (11.49%) Data Transformation
15 34 (10.56%) Data Migration
16 30 (9.32%) Data Analysis
16 30 (9.32%) Data Architecture
17 29 (9.01%) Data Management
18 28 (8.70%) CI/CD
Programming Languages
1 166 (51.55%) SQL
2 96 (29.81%) Python
3 32 (9.94%) Java
4 26 (8.07%) C#
5 20 (6.21%) T-SQL
6 17 (5.28%) Scala
7 8 (2.48%) Data Analysis Expressions
8 7 (2.17%) JavaScript
9 6 (1.86%) PL/SQL
9 6 (1.86%) PowerShell
10 5 (1.55%) TypeScript
11 4 (1.24%) R
11 4 (1.24%) X++
12 3 (0.93%) Bash
12 3 (0.93%) VBA
13 2 (0.62%) C++
13 2 (0.62%) VB
13 2 (0.62%) VB.NET
13 2 (0.62%) VBScript
14 1 (0.31%) Tcl
Qualifications
1 25 (7.76%) Security Cleared
2 21 (6.52%) SC Cleared
3 18 (5.59%) Degree
4 11 (3.42%) Computer Science Degree
5 4 (1.24%) Azure Certification
6 3 (0.93%) BPSS Clearance
7 2 (0.62%) Microsoft Certification
8 1 (0.31%) AWS Certification
8 1 (0.31%) AWS Certified Solutions Architect
8 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 63 (19.57%) Data Quality
2 5 (1.55%) Accessibility
3 4 (1.24%) QA
4 2 (0.62%) GDPR
4 2 (0.62%) GxP
4 2 (0.62%) IFRS
4 2 (0.62%) IFRS 17
4 2 (0.62%) Solvency II
5 1 (0.31%) CDISC
5 1 (0.31%) PCI DSS
System Software
1 6 (1.86%) Docker
2 1 (0.31%) Active Directory
2 1 (0.31%) HDFS
Systems Management
1 13 (4.04%) Terraform
2 6 (1.86%) Kubernetes
3 4 (1.24%) Ansible
3 4 (1.24%) Jamf Pro
4 1 (0.31%) Oracle Enterprise Manager
Vendors
1 56 (17.39%) Microsoft
2 35 (10.87%) Databricks
3 23 (7.14%) Oracle
4 19 (5.90%) Google
5 10 (3.11%) Informatica
6 9 (2.80%) AVEVA
7 7 (2.17%) Ab Initio
8 5 (1.55%) Foundry
8 5 (1.55%) Palantir
8 5 (1.55%) Salesforce
9 4 (1.24%) Brio
9 4 (1.24%) Nexthink
9 4 (1.24%) Snow
10 3 (0.93%) Embarcadero
10 3 (0.93%) JD Edwards
10 3 (0.93%) NEC
10 3 (0.93%) QAD
10 3 (0.93%) SAP
11 2 (0.62%) Bloomberg
11 2 (0.62%) Symantec