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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 97 103 88
Rank change year-on-year +6 -15 -7
Contract jobs citing Data Warehouse 329 577 1,296
As % of all contract jobs with a WFH option 2.18% 2.30% 2.95%
As % of the Database & Business Intelligence category 11.40% 12.07% 13.62%
Number of daily rates quoted 256 440 997
10th Percentile £363 £369 £378
25th Percentile £450 £461 £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 £723 £731 £743
UK median daily rate £539 £550 £550
% change year-on-year -2.05% - +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% +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 2,887 4,781 9,514
As % of all contract jobs with a WFH option 19.15% 19.06% 21.69%
Number of daily rates quoted 2,125 3,489 6,911
10th Percentile £356 £381 £375
25th Percentile £425 £450 £440
Median daily rate (50th Percentile) £518 £525 £525
Median % change year-on-year -1.36% - +5.00%
75th Percentile £650 £650 £638
90th Percentile £750 £750 £734
UK median daily rate £525 £545 £550
% change year-on-year -3.67% -0.91% +10.00%
Number of hourly rates quoted 37 83 83
10th Percentile £20.06 £22.20 £19.20
25th Percentile £22.61 £41.75 £22.08
Median hourly rate £40.25 £65.00 £46.67
Median % change year-on-year -38.08% +39.28% +50.55%
75th Percentile £63.00 £75.00 £62.15
90th Percentile £72.50 £85.00 £68.20
UK median hourly rate £40.13 £60.00 £42.92
% change year-on-year -33.13% +39.80% +59.07%

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 9 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 9 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 (5.78%) Apache Airflow
2 12 (3.65%) Apache Spark
3 8 (2.43%) Apache
3 8 (2.43%) SAS
4 3 (0.91%) SharePoint
5 1 (0.30%) CMS
5 1 (0.30%) Confluence
5 1 (0.30%) WebLogic
Applications
1 5 (1.52%) Microsoft Excel
2 2 (0.61%) MS Visio
Business Applications
1 5 (1.52%) Dynamics CRM
2 3 (0.91%) MIS ActiveH
2 3 (0.91%) NEC Housing
3 1 (0.30%) Aladdin
3 1 (0.30%) IBM Planning Analytics
3 1 (0.30%) NetSuite
3 1 (0.30%) OPENHousing
3 1 (0.30%) Oracle ERP
3 1 (0.30%) Oracle General Ledger
3 1 (0.30%) Oracle Procure-to-Pay
3 1 (0.30%) SAP PP
3 1 (0.30%) Shopify
Cloud Services
1 115 (34.95%) Azure
2 80 (24.32%) Power Platform
3 57 (17.33%) AWS
4 39 (11.85%) GCP
5 32 (9.73%) Snowflake
6 26 (7.90%) Azure Data Factory
6 26 (7.90%) dbt
6 26 (7.90%) Serverless
7 24 (7.29%) Azure Synapse Analytics
8 17 (5.17%) Amazon S3
8 17 (5.17%) AWS Lambda
9 14 (4.26%) Azure DevOps
10 13 (3.95%) Azure Stack
11 12 (3.65%) Amazon EMR
11 12 (3.65%) GitHub
11 12 (3.65%) Power Automate
12 11 (3.34%) Amazon Kinesis
12 11 (3.34%) PowerApps
13 8 (2.43%) Microsoft Purview
14 7 (2.13%) Azure Logic Apps
Communications & Networking
1 1 (0.30%) Firewall
1 1 (0.30%) FIX Connectivity
1 1 (0.30%) Internet
Database & Business Intelligence
1 73 (22.19%) Power BI
2 64 (19.45%) SQL Server
3 61 (18.54%) Data Lake
4 36 (10.94%) Big Data
5 30 (9.12%) BigQuery
6 28 (8.51%) SQL Server Integration Services
7 26 (7.90%) Amazon Redshift
8 22 (6.69%) Relational Database
9 21 (6.38%) Snowflake Schema
10 19 (5.78%) Tableau
11 16 (4.86%) SQL Server Reporting Services
12 15 (4.56%) Metadata
13 14 (4.26%) Amazon Athena
14 12 (3.65%) Azure SQL Database
15 9 (2.74%) Enterprise Data Warehouse
15 9 (2.74%) Looker
15 9 (2.74%) SQL Server Analysis Services
15 9 (2.74%) Star Schema
16 8 (2.43%) Data Vault
16 8 (2.43%) QlikView
Development Applications
1 17 (5.17%) JIRA
2 14 (4.26%) Git
3 5 (1.52%) ERwin
4 3 (0.91%) Selenium
4 3 (0.91%) Visual Studio
4 3 (0.91%) Visual Studio Team System
5 2 (0.61%) Bugzilla
5 2 (0.61%) Eclipse
5 2 (0.61%) GitLab
5 2 (0.61%) Jenkins
5 2 (0.61%) JMeter
5 2 (0.61%) JUnit
5 2 (0.61%) SQL Server Management Studio (SSMS)
5 2 (0.61%) TestNG
5 2 (0.61%) TestRail
6 1 (0.30%) Bitbucket
6 1 (0.30%) kappa
6 1 (0.30%) MLflow
6 1 (0.30%) PyCharm
General
1 72 (21.88%) Social Skills
2 54 (16.41%) Finance
3 35 (10.64%) Analytical Skills
4 33 (10.03%) Public Sector
5 13 (3.95%) Banking
5 13 (3.95%) Inclusion and Diversity
6 5 (1.52%) Manufacturing
6 5 (1.52%) Marketing
7 4 (1.22%) Financial Institution
7 4 (1.22%) Health Technology
7 4 (1.22%) Retail
8 3 (0.91%) Telecoms
9 2 (0.61%) Back Office
9 2 (0.61%) Czech Language
9 2 (0.61%) Investment Banking
9 2 (0.61%) Legal
9 2 (0.61%) Local Government
9 2 (0.61%) Pharmaceutical
9 2 (0.61%) Presentation Skills
10 1 (0.30%) Police
Job Titles
1 94 (28.57%) Data Engineer
2 65 (19.76%) Architect
3 54 (16.41%) Data Architect
4 43 (13.07%) Developer
5 38 (11.55%) Analyst
6 20 (6.08%) Senior
7 18 (5.47%) Business Analyst
8 16 (4.86%) Business Intelligence Analyst
8 16 (4.86%) Data Modeller
8 16 (4.86%) Project Manager
9 15 (4.56%) Lead
10 14 (4.26%) Data Analyst
11 12 (3.65%) AWS Engineer
11 12 (3.65%) Azure Data Engineer
11 12 (3.65%) Azure Engineer
11 12 (3.65%) Business Intelligence Business Analyst
12 9 (2.74%) Power BI Analyst
12 9 (2.74%) Senior Data Engineer
13 8 (2.43%) AWS Data Engineer
13 8 (2.43%) Consultant
Libraries, Frameworks & Software Standards
1 29 (8.81%) JSON
2 28 (8.51%) PySpark
3 20 (6.08%) XML
4 12 (3.65%) .NET
5 11 (3.34%) REST
6 10 (3.04%) Kafka
7 8 (2.43%) Web Services
8 6 (1.82%) Apache Avro
9 4 (1.22%) ADO
9 4 (1.22%) Middleware
10 3 (0.91%) ARM Templates
10 3 (0.91%) ASP.NET
10 3 (0.91%) Oracle Fusion
10 3 (0.91%) PyTorch
10 3 (0.91%) Spark Streaming
10 3 (0.91%) 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 (3.95%) Data Structures
2 12 (3.65%) Product Ownership
3 11 (3.34%) Greenfield Project
4 10 (3.04%) Reference Data
5 8 (2.43%) Distributed Computing
5 8 (2.43%) Management Information System
5 8 (2.43%) NHS
6 7 (2.13%) Self-Motivation
7 4 (1.22%) Data Protection Act
7 4 (1.22%) Taxonomies
8 3 (0.91%) Hedge funds
8 3 (0.91%) Legacy Systems
8 3 (0.91%) Reinsurance
8 3 (0.91%) Team-Oriented Environment
9 2 (0.61%) Algorithms
9 2 (0.61%) Data Fabric
9 2 (0.61%) Housing Association
9 2 (0.61%) IoT
9 2 (0.61%) Renewable Energy
9 2 (0.61%) Virtual Team
Operating Systems
1 5 (1.52%) Linux
2 2 (0.61%) CentOS
2 2 (0.61%) Unix
3 1 (0.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 166 (50.46%) Data Modelling
2 145 (44.07%) ETL
3 108 (32.83%) Business Intelligence
4 99 (30.09%) Analytics
5 70 (21.28%) Agile
6 60 (18.24%) Data Engineering
7 57 (17.33%) Data Pipeline
8 51 (15.50%) Migration
9 48 (14.59%) Visualisation
10 47 (14.29%) Problem-Solving
11 44 (13.37%) Data Governance
12 42 (12.77%) Data Integration
12 42 (12.77%) DevOps
13 38 (11.55%) Data Science
13 38 (11.55%) Data Transformation
14 34 (10.33%) Data Migration
15 31 (9.42%) Data Architecture
16 30 (9.12%) Data Analysis
16 30 (9.12%) Data Management
17 28 (8.51%) CI/CD
Programming Languages
1 170 (51.67%) SQL
2 98 (29.79%) Python
3 33 (10.03%) Java
4 26 (7.90%) C#
5 19 (5.78%) Scala
5 19 (5.78%) T-SQL
6 8 (2.43%) Data Analysis Expressions
7 7 (2.13%) JavaScript
8 6 (1.82%) PL/SQL
8 6 (1.82%) PowerShell
9 5 (1.52%) TypeScript
10 4 (1.22%) R
10 4 (1.22%) X++
11 3 (0.91%) VBA
12 2 (0.61%) Bash
12 2 (0.61%) C++
12 2 (0.61%) VB
12 2 (0.61%) VB.NET
12 2 (0.61%) VBScript
13 1 (0.30%) Go
Qualifications
1 25 (7.60%) Security Cleared
2 21 (6.38%) SC Cleared
3 18 (5.47%) Degree
4 11 (3.34%) Computer Science Degree
5 4 (1.22%) Azure Certification
6 3 (0.91%) BPSS Clearance
7 2 (0.61%) AWS Certification
7 2 (0.61%) AWS Certified Solutions Architect
7 2 (0.61%) Microsoft Certification
8 1 (0.30%) Postgraduate
Quality Assurance & Compliance
1 66 (20.06%) Data Quality
2 5 (1.52%) Accessibility
3 4 (1.22%) QA
4 3 (0.91%) IFRS
4 3 (0.91%) IFRS 17
4 3 (0.91%) Solvency II
5 2 (0.61%) GDPR
5 2 (0.61%) GxP
6 1 (0.30%) CDISC
6 1 (0.30%) PCI DSS
System Software
1 7 (2.13%) Docker
2 1 (0.30%) Active Directory
2 1 (0.30%) HDFS
Systems Management
1 13 (3.95%) Terraform
2 7 (2.13%) Kubernetes
3 4 (1.22%) Ansible
3 4 (1.22%) Jamf Pro
4 1 (0.30%) Oracle Enterprise Manager
Vendors
1 56 (17.02%) Microsoft
2 35 (10.64%) Databricks
3 24 (7.29%) Oracle
4 19 (5.78%) Google
5 12 (3.65%) Informatica
6 9 (2.74%) AVEVA
7 7 (2.13%) Ab Initio
8 5 (1.52%) Foundry
8 5 (1.52%) Palantir
8 5 (1.52%) Salesforce
9 4 (1.22%) Brio
9 4 (1.22%) Nexthink
9 4 (1.22%) Snow
10 3 (0.91%) Embarcadero
10 3 (0.91%) JD Edwards
10 3 (0.91%) NEC
10 3 (0.91%) QAD
10 3 (0.91%) SAP
11 2 (0.61%) Bloomberg
11 2 (0.61%) Talend