Data Ingestion Contracts with Work from Home Options

Data Ingestion
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 Ingestion skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Ingestion over the 6 months to 12 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
12 May 2024
Same period 2023 Same period 2022
Rank 302 404 446
Rank change year-on-year +102 +42 -64
Contract jobs citing Data Ingestion 50 62 185
As % of all contract jobs with a WFH option 0.33% 0.25% 0.42%
As % of the Processes & Methodologies category 0.38% 0.27% 0.46%
Number of daily rates quoted 38 54 126
10th Percentile £400 £450 £459
25th Percentile £475 £506 £513
Median daily rate (50th Percentile) £528 £600 £625
Median % change year-on-year -12.08% -4.00% +25.00%
75th Percentile £623 £675 £717
90th Percentile £800 £738 £800
UK median daily rate £525 £600 £600
% change year-on-year -12.50% - +14.29%
Number of hourly rates quoted 1 2 0
10th Percentile - £78.75 -
25th Percentile £66.25 £80.63 -
Median hourly rate £67.50 £85.00 -
Median % change year-on-year -20.59% - -
75th Percentile £68.75 £88.13 -
90th Percentile - £89.25 -
UK median hourly rate £67.50 £85.00 -
% change year-on-year -20.59% - -

All Process and Methodology Skills
Work from Home

Data Ingestion is in the Processes and Methodologies 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 process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 13,241 22,603 40,082
As % of all contract jobs with a WFH option 88.03% 89.73% 91.06%
Number of daily rates quoted 8,876 15,973 29,084
10th Percentile £325 £363 £363
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +7.69%
75th Percentile £638 £650 £631
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.48%
Number of hourly rates quoted 571 519 538
10th Percentile £15.00 £18.63 £14.18
25th Percentile £25.50 £29.31 £20.56
Median hourly rate £43.00 £53.35 £35.50
Median % change year-on-year -19.40% +50.28% +44.90%
75th Percentile £60.00 £68.75 £57.50
90th Percentile £75.25 £80.00 £70.60
UK median hourly rate £36.50 £36.00 £25.68
% change year-on-year +1.39% +40.19% +4.82%

Data Ingestion
Trend for Jobs with a WFH Option

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

Data Ingestion trend for jobs with a WFH option

Data Ingestion
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 Ingestion.

Data Ingestion daily rate for jobs with a WFH option

Data Ingestion
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Data Ingestion over the 6 months to 12 May 2024.

Data Ingestion daily rate histogram for jobs with a WFH option

Data Ingestion
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 Ingestion.

Data Ingestion hourly rate for jobs with a WFH option

Data Ingestion
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 3 (6.00%) Confluence
2 2 (4.00%) Apache Spark
3 1 (2.00%) Apache Airflow
Applications
1 1 (2.00%) Microsoft Excel
Business Applications
1 5 (10.00%) Dynamics CRM
Cloud Services
1 18 (36.00%) GCP
2 16 (32.00%) Azure
3 13 (26.00%) dbt
4 10 (20.00%) Power Platform
5 9 (18.00%) AWS
6 5 (10.00%) Adobe Analytics
6 5 (10.00%) Azure Data Factory
6 5 (10.00%) Azure DevOps
6 5 (10.00%) Google Analytics
7 4 (8.00%) Serverless
7 4 (8.00%) Snowflake
8 3 (6.00%) Azure Cosmos DB
9 2 (4.00%) Amazon S3
9 2 (4.00%) AWS Lambda
9 2 (4.00%) Azure AKS
9 2 (4.00%) Azure Functions
9 2 (4.00%) Azure Machine Learning
9 2 (4.00%) Azure Synapse Analytics
9 2 (4.00%) Cloud Computing
9 2 (4.00%) PowerApps
Communications & Networking
1 1 (2.00%) Network Security
Database & Business Intelligence
1 20 (40.00%) Data Warehouse
2 12 (24.00%) BigQuery
3 10 (20.00%) Power BI
4 5 (10.00%) Azure SQL Database
4 5 (10.00%) Looker
4 5 (10.00%) Tableau
5 4 (8.00%) Data Lake
6 3 (6.00%) Snowflake Schema
6 3 (6.00%) SQL Server
7 2 (4.00%) Amazon Redshift
7 2 (4.00%) Big Data
7 2 (4.00%) Parquet
8 1 (2.00%) Amazon RDS
8 1 (2.00%) Apache Cassandra
8 1 (2.00%) DynamoDB
8 1 (2.00%) Hadoop
8 1 (2.00%) HBase
8 1 (2.00%) MySQL
8 1 (2.00%) SQL Server Analysis Services
8 1 (2.00%) SQL Server Integration Services
Development Applications
1 6 (12.00%) MLflow
2 4 (8.00%) Postman
3 3 (6.00%) JIRA
4 1 (2.00%) NUnit
General
1 16 (32.00%) Social Skills
2 11 (22.00%) Banking
3 10 (20.00%) Finance
4 8 (16.00%) Analytical Skills
5 6 (12.00%) Front Office
5 6 (12.00%) Investment Banking
5 6 (12.00%) Marketing
6 5 (10.00%) Retail
7 4 (8.00%) Advertising
8 3 (6.00%) Public Sector
Job Titles
1 17 (34.00%) Data Engineer
2 13 (26.00%) Developer
3 11 (22.00%) Architect
4 9 (18.00%) Data Architect
4 9 (18.00%) Lead
4 9 (18.00%) Lead Data Engineer
4 9 (18.00%) Senior
5 5 (10.00%) Microsoft Developer
5 5 (10.00%) Senior Developer
6 4 (8.00%) Consultant
6 4 (8.00%) ETL Architect
7 3 (6.00%) Snowflake Data Engineer
8 2 (4.00%) AWS Engineer
8 2 (4.00%) Data Consultant
8 2 (4.00%) ETL Developer
8 2 (4.00%) Full Stack Developer
8 2 (4.00%) React Developer
8 2 (4.00%) Senior Architect
8 2 (4.00%) Senior Data Engineer
8 2 (4.00%) Senior ETL Developer
Libraries, Frameworks & Software Standards
1 6 (12.00%) JSON
2 5 (10.00%) jQuery
3 4 (8.00%) CSS
3 4 (8.00%) DOM
3 4 (8.00%) HTML
3 4 (8.00%) Node.js
3 4 (8.00%) Swagger
4 3 (6.00%) .NET
5 2 (4.00%) Kafka
5 2 (4.00%) React
5 2 (4.00%) YAML
6 1 (2.00%) ADO
6 1 (2.00%) Apache Avro
6 1 (2.00%) XML
Miscellaneous
1 6 (12.00%) Derivative
2 4 (8.00%) Management Information System
2 4 (8.00%) Marketing Technology
2 4 (8.00%) Product Ownership
3 2 (4.00%) Renewable Energy
4 1 (2.00%) Cloud Native
4 1 (2.00%) Cyber Threat
4 1 (2.00%) Distributed Computing
4 1 (2.00%) Onboarding
4 1 (2.00%) Security Operations Centre
Processes & Methodologies
1 24 (48.00%) Agile
2 22 (44.00%) Data Modelling
3 19 (38.00%) Analytics
4 18 (36.00%) ETL
5 17 (34.00%) Data Pipeline
6 13 (26.00%) Data Integration
7 12 (24.00%) Problem-Solving
8 11 (22.00%) Business Intelligence
9 10 (20.00%) Computer Science
9 10 (20.00%) DevOps
10 9 (18.00%) Machine Learning
11 8 (16.00%) CI/CD
12 7 (14.00%) Data Engineering
12 7 (14.00%) Unit Testing
13 6 (12.00%) Artificial Intelligence
13 6 (12.00%) Data Analytics
13 6 (12.00%) Knowledge Transfer
13 6 (12.00%) MLOps
13 6 (12.00%) Roadmaps
13 6 (12.00%) SDLC
Programming Languages
1 19 (38.00%) Python
2 13 (26.00%) SQL
3 9 (18.00%) Scala
4 7 (14.00%) JavaScript
5 4 (8.00%) C#
5 4 (8.00%) Java
5 4 (8.00%) TypeScript
6 3 (6.00%) T-SQL
7 2 (4.00%) Bicep
7 2 (4.00%) PowerShell
8 1 (2.00%) Go
8 1 (2.00%) Perl
Qualifications
1 10 (20.00%) Computer Science Degree
1 10 (20.00%) Degree
2 8 (16.00%) Master's Degree
3 5 (10.00%) SC Cleared
3 5 (10.00%) Security Cleared
4 1 (2.00%) Azure Certification
4 1 (2.00%) BPSS Clearance
Quality Assurance & Compliance
1 20 (40.00%) Data Quality
2 9 (18.00%) QA
3 1 (2.00%) Accessibility
3 1 (2.00%) GDPR
3 1 (2.00%) NIST
System Software
1 1 (2.00%) Virtual Machines
Systems Management
1 2 (4.00%) Terraform
2 1 (2.00%) Matomo
Vendors
1 15 (30.00%) Google
2 9 (18.00%) Databricks
3 5 (10.00%) Adobe
3 5 (10.00%) Monetate
3 5 (10.00%) Optimizely
4 4 (8.00%) Ensighten
4 4 (8.00%) Microsoft
4 4 (8.00%) Omniture
4 4 (8.00%) Tealium
5 2 (4.00%) Foundry
5 2 (4.00%) Palantir
6 1 (2.00%) Workday