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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 101 105 88
Rank change year-on-year +4 -17 -3
Contract jobs citing Data Warehouse 323 553 1,273
As % of all contract jobs with a WFH option 2.21% 2.29% 2.88%
As % of the Database & Business Intelligence category 11.39% 12.16% 13.54%
Number of daily rates quoted 242 427 977
10th Percentile £364 £377 £385
25th Percentile £450 £463 £463
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £638 £650 £638
90th Percentile £715 £731 £750
UK median daily rate £531 £550 £550
% change year-on-year -3.45% - +10.00%
Number of hourly rates quoted 1 5 4
10th Percentile - £45.95 £19.39
25th Percentile £46.75 £62.00 £20.53
Median hourly rate £48.50 £64.00 £28.09
Median % change year-on-year -24.22% +127.88% -35.44%
75th Percentile £50.25 £82.50 £42.69
90th Percentile - £87.00 £56.54
UK median hourly rate £49.50 £64.00 £39.21
% change year-on-year -22.66% +63.23% +50.80%

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 2,835 4,548 9,402
As % of all contract jobs with a WFH option 19.37% 18.87% 21.30%
Number of daily rates quoted 2,093 3,337 6,861
10th Percentile £356 £388 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £513 £525 £530
Median % change year-on-year -2.38% -0.94% +6.00%
75th Percentile £650 £650 £638
90th Percentile £775 £750 £738
UK median daily rate £525 £550 £550
% change year-on-year -4.46% -0.09% +10.00%
Number of hourly rates quoted 36 78 88
10th Percentile £18.00 £22.31 £19.35
25th Percentile £22.52 £41.44 £21.63
Median hourly rate £37.75 £64.50 £49.75
Median % change year-on-year -41.47% +29.65% +65.83%
75th Percentile £58.50 £73.75 £65.54
90th Percentile £72.50 £83.25 £75.00
UK median hourly rate £40.00 £60.00 £45.00
% change year-on-year -33.33% +33.33% +69.81%

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 1 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 (5.88%) Apache Airflow
2 16 (4.95%) Apache Spark
3 10 (3.10%) Apache
4 8 (2.48%) SAS
5 2 (0.62%) Confluence
5 2 (0.62%) SharePoint
6 1 (0.31%) CMS
6 1 (0.31%) WebLogic
Applications
1 5 (1.55%) Microsoft Excel
2 2 (0.62%) MS Visio
Business Applications
1 5 (1.55%) MIS ActiveH
1 5 (1.55%) NEC Housing
2 4 (1.24%) 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 PP
Cloud Services
1 118 (36.53%) Azure
2 78 (24.15%) Power Platform
3 60 (18.58%) AWS
4 38 (11.76%) GCP
5 37 (11.46%) Snowflake
6 31 (9.60%) dbt
7 24 (7.43%) Serverless
8 23 (7.12%) Azure Data Factory
9 21 (6.50%) Azure Synapse Analytics
10 16 (4.95%) Amazon S3
10 16 (4.95%) GitHub
11 15 (4.64%) AWS Lambda
11 15 (4.64%) Azure DevOps
12 13 (4.02%) Azure Stack
13 11 (3.41%) PowerApps
14 10 (3.10%) Power Automate
15 9 (2.79%) Amazon EMR
15 9 (2.79%) Amazon Kinesis
16 8 (2.48%) Azure Logic Apps
16 8 (2.48%) Fivetran
Communications & Networking
1 1 (0.31%) Firewall
1 1 (0.31%) FIX Connectivity
Database & Business Intelligence
1 71 (21.98%) Power BI
2 68 (21.05%) SQL Server
3 60 (18.58%) Data Lake
4 37 (11.46%) Big Data
5 30 (9.29%) BigQuery
6 28 (8.67%) Amazon Redshift
7 27 (8.36%) SQL Server Integration Services
8 25 (7.74%) Snowflake Schema
9 24 (7.43%) Relational Database
10 21 (6.50%) Tableau
11 20 (6.19%) SQL Server Reporting Services
12 18 (5.57%) Metadata
13 13 (4.02%) Amazon Athena
13 13 (4.02%) Star Schema
14 11 (3.41%) Azure SQL Database
15 9 (2.79%) Data Mining
15 9 (2.79%) Data Vault
15 9 (2.79%) Enterprise Data Warehouse
16 8 (2.48%) SQL Server Analysis Services
17 7 (2.17%) QlikView
Development Applications
1 16 (4.95%) JIRA
2 15 (4.64%) Git
3 5 (1.55%) ERwin
4 3 (0.93%) Selenium
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%) SQL Server Management Studio (SSMS)
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%) kappa
6 1 (0.31%) MLflow
6 1 (0.31%) PyCharm
6 1 (0.31%) Visual Studio
General
1 66 (20.43%) Social Skills
2 51 (15.79%) Finance
3 32 (9.91%) Public Sector
4 30 (9.29%) Analytical Skills
5 12 (3.72%) Banking
6 10 (3.10%) Inclusion and Diversity
7 5 (1.55%) Financial Institution
7 5 (1.55%) Marketing
7 5 (1.55%) Retail
8 4 (1.24%) Health Technology
8 4 (1.24%) Telecoms
9 3 (0.93%) General Ledger
10 2 (0.62%) Back Office
10 2 (0.62%) Czech Language
10 2 (0.62%) Investment Banking
10 2 (0.62%) Local Government
10 2 (0.62%) Manufacturing
10 2 (0.62%) Pharmaceutical
11 1 (0.31%) Advertising
11 1 (0.31%) Publishing
Job Titles
1 97 (30.03%) Data Engineer
2 62 (19.20%) Architect
3 52 (16.10%) Data Architect
4 48 (14.86%) Developer
5 38 (11.76%) Analyst
6 23 (7.12%) Senior
7 18 (5.57%) Data Analyst
8 16 (4.95%) Data Modeller
9 15 (4.64%) Lead
10 13 (4.02%) Business Analyst
10 13 (4.02%) Business Intelligence Analyst
10 13 (4.02%) Project Manager
11 12 (3.72%) Azure Data Engineer
11 12 (3.72%) Azure Engineer
11 12 (3.72%) Senior Data Engineer
12 11 (3.41%) AWS Engineer
13 10 (3.10%) Business Intelligence Developer
14 9 (2.79%) Business Intelligence Business Analyst
15 7 (2.17%) Azure Architect
15 7 (2.17%) Data Migration Engineer
Libraries, Frameworks & Software Standards
1 27 (8.36%) PySpark
2 26 (8.05%) JSON
3 20 (6.19%) XML
4 11 (3.41%) .NET
4 11 (3.41%) REST
5 9 (2.79%) Kafka
6 8 (2.48%) Web Services
7 6 (1.86%) Apache Avro
8 5 (1.55%) ASP.NET
9 4 (1.24%) 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 (4.02%) Data Structures
2 12 (3.72%) Product Ownership
3 9 (2.79%) Greenfield Project
3 9 (2.79%) Management Information System
3 9 (2.79%) Reference Data
4 8 (2.48%) Distributed Computing
4 8 (2.48%) Self-Motivation
5 7 (2.17%) Legacy Systems
6 6 (1.86%) NHS
7 5 (1.55%) Reinsurance
8 4 (1.24%) Team-Oriented Environment
9 3 (0.93%) Data Protection Act
9 3 (0.93%) Hedge funds
9 3 (0.93%) Taxonomies
10 2 (0.62%) Data Fabric
10 2 (0.62%) Freedom of Information
10 2 (0.62%) Freedom of Information Act
10 2 (0.62%) Grid Computing
10 2 (0.62%) IoT
10 2 (0.62%) Replication
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
1 155 (47.99%) Data Modelling
2 142 (43.96%) ETL
3 98 (30.34%) Business Intelligence
4 96 (29.72%) Analytics
5 70 (21.67%) Agile
6 57 (17.65%) Data Engineering
6 57 (17.65%) Data Pipeline
7 52 (16.10%) Migration
8 45 (13.93%) DevOps
8 45 (13.93%) Problem-Solving
8 45 (13.93%) Visualisation
9 41 (12.69%) Data Governance
10 38 (11.76%) Data Integration
11 36 (11.15%) Data Science
12 34 (10.53%) Data Migration
12 34 (10.53%) Data Transformation
13 30 (9.29%) CI/CD
13 30 (9.29%) Data Architecture
14 29 (8.98%) Data Analysis
14 29 (8.98%) Data Management
Programming Languages
1 168 (52.01%) SQL
2 93 (28.79%) Python
3 31 (9.60%) Java
4 27 (8.36%) C#
5 18 (5.57%) T-SQL
6 16 (4.95%) Scala
7 7 (2.17%) JavaScript
7 7 (2.17%) PL/SQL
8 6 (1.86%) PowerShell
9 5 (1.55%) Data Analysis Expressions
9 5 (1.55%) TypeScript
10 4 (1.24%) R
10 4 (1.24%) X++
11 3 (0.93%) Bash
12 2 (0.62%) C++
12 2 (0.62%) Go
12 2 (0.62%) VB
12 2 (0.62%) VBScript
13 1 (0.31%) Shell Script
13 1 (0.31%) VBA
Qualifications
1 24 (7.43%) Security Cleared
2 21 (6.50%) Degree
3 20 (6.19%) SC Cleared
4 9 (2.79%) 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%) Postgraduate
Quality Assurance & Compliance
1 64 (19.81%) Data Quality
2 5 (1.55%) Accessibility
3 4 (1.24%) QA
4 3 (0.93%) GDPR
5 2 (0.62%) GxP
5 2 (0.62%) IFRS
5 2 (0.62%) IFRS 17
5 2 (0.62%) Solvency II
6 1 (0.31%) Actionable Recommendations
6 1 (0.31%) CDISC
6 1 (0.31%) ISO/IEC 27001
6 1 (0.31%) PCI DSS
6 1 (0.31%) Sarbanes-Oxley
System Software
1 7 (2.17%) Docker
2 1 (0.31%) Active Directory
2 1 (0.31%) HDFS
Systems Management
1 16 (4.95%) Terraform
2 7 (2.17%) Kubernetes
3 4 (1.24%) Ansible
3 4 (1.24%) Jamf Pro
4 1 (0.31%) Oracle Enterprise Manager
Vendors
1 56 (17.34%) Microsoft
2 37 (11.46%) Databricks
3 23 (7.12%) Oracle
4 18 (5.57%) Google
5 10 (3.10%) Informatica
5 10 (3.10%) Salesforce
6 9 (2.79%) AVEVA
7 7 (2.17%) Ab Initio
8 5 (1.55%) Foundry
8 5 (1.55%) NEC
8 5 (1.55%) Palantir
8 5 (1.55%) SAP
9 4 (1.24%) Brio
9 4 (1.24%) Nexthink
9 4 (1.24%) Snow
10 3 (0.93%) Embarcadero
10 3 (0.93%) Northgate
11 2 (0.62%) Bloomberg
11 2 (0.62%) Facebook
11 2 (0.62%) Symantec