Automate ETL Workflows with AWS Glue

Automate ETL Workflows with AWS Glue

Streamline your data pipelines with Hybytes’ AWS Glue solutions — serverless, secure, and built for scalable data integration across your AWS ecosystem.

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About Our AWS Glue Approach

At Hybytes, we help organizations modernize their data operations with AWS Glue, enabling event-driven, serverless ETL pipelines that scale with your data needs. Our cloud architects design Glue solutions that are cost-optimized, secure, and aligned with the AWS Well-Architected Framework.
From ingestion to transformation to analytics-ready output, we build end-to-end data workflows powered by AWS Glue, Amazon S3, Glue Crawlers, the Glue Data Catalog, and Amazon Redshift — all provisioned using Terraform for repeatability and compliance.

What We Deliver

Our AWS Glue implementations include:

Event-Driven ETL Pipelines

Automated job chaining with ingestion, transformation, and publishing across S3 buckets.

Event-Driven ETL Pipelines

Automated job chaining with ingestion, transformation, and publishing across S3 buckets.

Metadata Management

Glue Crawlers and Data Catalog for structured schema discovery and governance.

Metadata Management

Glue Crawlers and Data Catalog for structured schema discovery and governance.

Secure Credential Handling

Seamless integration with AWS Secrets Manager to protect database and API credentials.

Secure Credential Handling

Seamless integration with AWS Secrets Manager to protect database and API credentials.

Infrastructure-as-Code

Terraform modules for reusable, version-controlled deployment of Glue jobs, workflows, and triggers.

Infrastructure-as-Code

Terraform modules for reusable, version-controlled deployment of Glue jobs, workflows, and triggers.

Orchestration Ready

Support for Glue Workflows, CloudWatch Events, and Step Functions for complex pipelines.

Orchestration Ready

Support for Glue Workflows, CloudWatch Events, and Step Functions for complex pipelines.

Monitoring & Logging

CloudWatch integration for real-time job logs, metrics, and failure alerts.

Monitoring & Logging

CloudWatch integration for real-time job logs, metrics, and failure alerts.

How We Work (Delivery Process)

  1. Discover & Design
    We assess your data sources, schema evolution needs, and transformation logic — mapping them to an AWS Glue architecture tailored to your business.
  2. Provision & Automate
    Glue jobs, Crawlers, and Data Catalog entries are provisioned via Terraform for automation, governance, and auditability.
  3. Secure & Deploy
    We apply IAM least privilege principles and integrate Secrets Manager to protect credentials for services like Redshift and S3.
  4. Monitor & Optimize
    Glue job performance is tuned using job bookmarks, DPU tuning, and job metrics from CloudWatch Logs and dashboards.

Our Cloud Expertise

Hybytes delivers production-grade data pipelines using proven AWS-native services:

  • Scalable ETL Automation – Achieved using AWS Glue, Spark, and dynamic frames.

  • Metadata-Driven Pipelines – Glue Crawlers and Catalog for discoverability and lineage tracking.

  • Security by Default – IAM, KMS, and Secrets Manager for secure, auditable workflows.

  • Terraform-Driven Architecture – Repeatable deployments across dev, staging, and production.

Why Choose Hybytes

  • Highly Skilled AWS-Certified Team
  • 100% Infrastructure-as-Code Delivery
  • Security-First Implementations
  • Faster Time to Operational Control
  • Transparent & Collaborative Engagements

What You Get

  • A fully automated and serverless AWS Glue-based ETL pipeline
  • Version-controlled Terraform code for repeatable provisioning
  • Secure credential management via AWS Secrets Manager
  • Glue Crawlers and Data Catalog for structured metadata
  • CloudWatch monitoring and log insights
  • Complete technical documentation and handover
  • Optional CI/CD and ongoing support packages

Target Customer Profiles

  • Modern Data-Driven Enterprises
     Looking to unify siloed data sources across a serverless, scalable platform.
  • Analytics & BI Teams
     Needing near real-time access to curated, transformed datasets in Redshift or similar tools.
  • Highly Regulated Industries
     Demanding auditable, secure, and automated ETL pipelines with strict IAM policies.
  • DevOps & Data Engineering Teams
     Seeking IAC-based ETL management and repeatable deployment pipelines.
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United Kingdom: +44 20 4574 9617‬

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Business Address: 70 White Lion Street, London, N1 9PP
Registered Address: 251 Gray's Inn Road, London, WC1X 8QT

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