Data Warehouse Contracts with Work from Home Options

Data Warehousing
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Data Warehouse skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Warehouse over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 101 100 93
Rank change year-on-year -1 -7 -5
Contract jobs citing Data Warehouse 324 556 1,247
As % of all contract jobs with a WFH option 2.20% 2.33% 2.84%
As % of the Database & Business Intelligence category 11.12% 12.44% 13.43%
Number of daily rates quoted 241 426 955
10th Percentile £363 £370 £381
25th Percentile £450 £457 £463
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - +10.00%
75th Percentile £638 £650 £638
90th Percentile £700 £731 £750
UK median daily rate £536 £550 £550
% change year-on-year -2.55% - +10.00%
Number of hourly rates quoted 1 5 3
10th Percentile - £45.95 £19.13
25th Percentile £46.75 £62.00 £19.90
Median hourly rate £48.50 £64.00 £21.17
Median % change year-on-year -24.22% +202.31% -52.43%
75th Percentile £50.25 £82.50 £43.47
90th Percentile - £87.00 £56.85
UK median hourly rate £49.50 £64.00 £44.21
% change year-on-year -22.66% +44.77% +63.73%

All Database and Business Intelligence Skills
Work from Home

Data Warehouse falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 2,914 4,470 9,288
As % of all contract jobs with a WFH option 19.75% 18.72% 21.18%
Number of daily rates quoted 2,132 3,273 6,790
10th Percentile £356 £385 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £510 £525 £530
Median % change year-on-year -2.86% -0.94% +6.00%
75th Percentile £650 £650 £638
90th Percentile £800 £750 £738
UK median daily rate £525 £545 £550
% change year-on-year -3.67% -0.91% +10.00%
Number of hourly rates quoted 37 78 85
10th Percentile £18.20 £23.86 £19.00
25th Percentile £22.25 £41.44 £21.17
Median hourly rate £40.00 £65.50 £47.50
Median % change year-on-year -38.93% +37.89% +58.33%
75th Percentile £57.50 £73.75 £65.54
90th Percentile £72.50 £83.25 £75.00
UK median hourly rate £40.00 £58.59 £43.95
% change year-on-year -31.73% +33.31% +62.78%

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 12 June 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
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 (5.86%) Apache Airflow
2 17 (5.25%) Apache Spark
3 10 (3.09%) Apache
4 8 (2.47%) SAS
5 3 (0.93%) Confluence
6 2 (0.62%) SharePoint
7 1 (0.31%) CMS
7 1 (0.31%) WebLogic
Applications
1 7 (2.16%) Microsoft Excel
2 2 (0.62%) MS Visio
Business Applications
1 5 (1.54%) MIS ActiveH
1 5 (1.54%) NEC Housing
2 4 (1.23%) Dynamics CRM
3 3 (0.93%) OPENHousing
4 2 (0.62%) Shopify
5 1 (0.31%) IBM Planning Analytics
5 1 (0.31%) NetSuite
5 1 (0.31%) Oracle ERP
5 1 (0.31%) Oracle General Ledger
5 1 (0.31%) Oracle Procure-to-Pay
5 1 (0.31%) SAP ERP
5 1 (0.31%) SAP PP
5 1 (0.31%) Sparx Enterprise Architect
Cloud Services
1 119 (36.73%) Azure
2 83 (25.62%) Power Platform
3 66 (20.37%) AWS
4 37 (11.42%) Snowflake
5 34 (10.49%) GCP
6 28 (8.64%) dbt
7 24 (7.41%) Serverless
8 22 (6.79%) Azure Data Factory
9 20 (6.17%) Azure Synapse Analytics
10 19 (5.86%) Amazon S3
11 17 (5.25%) GitHub
12 15 (4.63%) AWS Lambda
12 15 (4.63%) Azure DevOps
13 13 (4.01%) Azure Stack
14 11 (3.40%) PowerApps
15 10 (3.09%) Power Automate
16 9 (2.78%) Amazon EMR
16 9 (2.78%) Amazon Kinesis
16 9 (2.78%) Dynamics 365
17 8 (2.47%) Azure Logic Apps
Communications & Networking
1 3 (0.93%) DAB
2 1 (0.31%) Firewall
2 1 (0.31%) FIX Connectivity
Database & Business Intelligence
1 76 (23.46%) Power BI
2 70 (21.60%) SQL Server
3 62 (19.14%) Data Lake
4 37 (11.42%) Big Data
5 32 (9.88%) Amazon Redshift
6 28 (8.64%) SQL Server Integration Services
7 26 (8.02%) BigQuery
8 25 (7.72%) Relational Database
8 25 (7.72%) SQL Server Reporting Services
9 24 (7.41%) Snowflake Schema
10 23 (7.10%) Tableau
11 17 (5.25%) Metadata
12 13 (4.01%) Amazon Athena
13 12 (3.70%) Star Schema
14 11 (3.40%) Azure SQL Database
15 10 (3.09%) Data Mining
16 9 (2.78%) Data Vault
17 8 (2.47%) SQL Server Analysis Services
18 7 (2.16%) NoSQL
18 7 (2.16%) QlikView
Development Applications
1 17 (5.25%) JIRA
2 16 (4.94%) Git
3 5 (1.54%) ERwin
4 3 (0.93%) Selenium
4 3 (0.93%) SQL Server Management Studio (SSMS)
4 3 (0.93%) Visual Studio Team System
5 2 (0.62%) Bugzilla
5 2 (0.62%) Jenkins
5 2 (0.62%) JMeter
5 2 (0.62%) JUnit
5 2 (0.62%) TestNG
5 2 (0.62%) TestRail
6 1 (0.31%) Bitbucket
6 1 (0.31%) Eclipse
6 1 (0.31%) GitLab
6 1 (0.31%) MLflow
6 1 (0.31%) PyCharm
6 1 (0.31%) Team Foundation Server
6 1 (0.31%) Visual Studio
General
1 64 (19.75%) Social Skills
2 53 (16.36%) Finance
3 32 (9.88%) Public Sector
4 31 (9.57%) Analytical Skills
5 11 (3.40%) Banking
6 9 (2.78%) Inclusion and Diversity
7 5 (1.54%) Financial Institution
7 5 (1.54%) Marketing
7 5 (1.54%) Retail
8 4 (1.23%) General Ledger
8 4 (1.23%) Health Technology
8 4 (1.23%) Telecoms
9 3 (0.93%) Czech Language
10 2 (0.62%) Local Government
10 2 (0.62%) Pharmaceutical
11 1 (0.31%) Advertising
11 1 (0.31%) Back Office
11 1 (0.31%) Law
11 1 (0.31%) Legal
11 1 (0.31%) Publishing
Job Titles
1 101 (31.17%) Data Engineer
2 56 (17.28%) Architect
3 52 (16.05%) Developer
4 48 (14.81%) Data Architect
5 39 (12.04%) Analyst
6 24 (7.41%) Senior
7 20 (6.17%) Data Analyst
8 16 (4.94%) Data Modeller
9 14 (4.32%) Business Intelligence Developer
9 14 (4.32%) Lead
9 14 (4.32%) Senior Data Engineer
10 13 (4.01%) Azure Data Engineer
10 13 (4.01%) Azure Engineer
10 13 (4.01%) Project Manager
11 12 (3.70%) AWS Engineer
11 12 (3.70%) Business Analyst
11 12 (3.70%) Business Intelligence Analyst
12 8 (2.47%) AWS Data Engineer
12 8 (2.47%) Business Intelligence Business Analyst
13 7 (2.16%) GCP Engineer
Libraries, Frameworks & Software Standards
1 31 (9.57%) PySpark
2 25 (7.72%) JSON
3 20 (6.17%) XML
4 12 (3.70%) .NET
5 11 (3.40%) REST
6 9 (2.78%) Kafka
7 8 (2.47%) Web Services
8 6 (1.85%) Apache Avro
8 6 (1.85%) ASP.NET
9 4 (1.23%) ADO
10 3 (0.93%) ARM Templates
10 3 (0.93%) Middleware
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%) Oracle Fusion
11 2 (0.62%) React
11 2 (0.62%) YAML
Miscellaneous
1 13 (4.01%) Data Structures
2 9 (2.78%) Greenfield Project
2 9 (2.78%) Reference Data
2 9 (2.78%) Self-Motivation
3 8 (2.47%) Distributed Computing
3 8 (2.47%) Management Information System
3 8 (2.47%) Product Ownership
4 6 (1.85%) Legacy Systems
4 6 (1.85%) NHS
4 6 (1.85%) Reinsurance
5 5 (1.54%) Team-Oriented Environment
6 3 (0.93%) Hedge funds
7 2 (0.62%) Data Fabric
7 2 (0.62%) Data Protection Act
7 2 (0.62%) Grid Computing
7 2 (0.62%) Housing Association
7 2 (0.62%) IoT
7 2 (0.62%) Renewable Energy
7 2 (0.62%) Replication
7 2 (0.62%) Virtual Team
Operating Systems
1 5 (1.54%) Linux
2 2 (0.62%) CentOS
2 2 (0.62%) Unix
3 1 (0.31%) Red Hat Enterprise Linux
Processes & Methodologies
1 147 (45.37%) Data Modelling
1 147 (45.37%) ETL
2 101 (31.17%) Business Intelligence
3 98 (30.25%) Analytics
4 71 (21.91%) Agile
5 61 (18.83%) Data Engineering
5 61 (18.83%) Data Pipeline
6 51 (15.74%) Migration
7 48 (14.81%) Problem-Solving
8 47 (14.51%) Visualisation
9 45 (13.89%) DevOps
10 40 (12.35%) Data Governance
11 37 (11.42%) Data Integration
11 37 (11.42%) Data Science
12 34 (10.49%) Data Transformation
13 33 (10.19%) Data Migration
14 30 (9.26%) CI/CD
15 29 (8.95%) Data Analysis
15 29 (8.95%) Data Architecture
15 29 (8.95%) Data Management
Programming Languages
1 171 (52.78%) SQL
2 97 (29.94%) Python
3 32 (9.88%) Java
4 28 (8.64%) C#
5 19 (5.86%) T-SQL
6 17 (5.25%) Scala
7 7 (2.16%) JavaScript
8 6 (1.85%) PL/SQL
8 6 (1.85%) PowerShell
9 5 (1.54%) Data Analysis Expressions
9 5 (1.54%) TypeScript
10 4 (1.23%) Bash
10 4 (1.23%) R
10 4 (1.23%) X++
11 2 (0.62%) C++
11 2 (0.62%) Go
11 2 (0.62%) VB
11 2 (0.62%) VBScript
12 1 (0.31%) Tcl
12 1 (0.31%) VBA
Qualifications
1 25 (7.72%) Security Cleared
2 23 (7.10%) Degree
3 21 (6.48%) SC Cleared
4 8 (2.47%) Computer Science Degree
5 3 (0.93%) Azure Certification
5 3 (0.93%) BPSS Clearance
6 2 (0.62%) Microsoft Certification
7 1 (0.31%) Master's Degree
7 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 66 (20.37%) Data Quality
2 5 (1.54%) Accessibility
3 4 (1.23%) GDPR
3 4 (1.23%) QA
4 2 (0.62%) GxP
4 2 (0.62%) ISO/IEC 27001
4 2 (0.62%) Sarbanes-Oxley
5 1 (0.31%) Actionable Recommendations
5 1 (0.31%) CDISC
5 1 (0.31%) IFRS
5 1 (0.31%) IFRS 17
5 1 (0.31%) PCI DSS
5 1 (0.31%) Solvency II
System Software
1 7 (2.16%) Docker
2 1 (0.31%) Active Directory
2 1 (0.31%) HDFS
Systems Management
1 17 (5.25%) Terraform
2 7 (2.16%) Kubernetes
3 4 (1.23%) Ansible
3 4 (1.23%) Jamf Pro
4 1 (0.31%) Oracle Enterprise Manager
Vendors
1 57 (17.59%) Microsoft
2 40 (12.35%) Databricks
3 23 (7.10%) Oracle
4 14 (4.32%) Google
5 10 (3.09%) Informatica
6 9 (2.78%) AVEVA
7 8 (2.47%) Salesforce
8 7 (2.16%) Ab Initio
8 7 (2.16%) SAP
9 5 (1.54%) Foundry
9 5 (1.54%) NEC
9 5 (1.54%) Palantir
10 4 (1.23%) Brio
10 4 (1.23%) Nexthink
10 4 (1.23%) Snow
11 3 (0.93%) Embarcadero
11 3 (0.93%) Northgate
12 2 (0.62%) Bloomberg
12 2 (0.62%) Facebook
12 2 (0.62%) Symantec