Project Overview

Big Data Pipeline Developer Experience

Industry
Automotive Manufacturing
Category
Custom Software, Cloud solutions
Tech Stack
AWS, Python, Spark, Docker, Terraform

Production-ready AWS Glue pipeline development with a standardized developer experience; Faster iteration, fewer deployment surprises, and smoother collaboration.

Initial

Situation

Release Bottlenecks
Without standardized automation, iterations were slower and deployments required manual steps, increasing risk and reducing delivery velocity.
Reduced Velocity
Late-Failing Deployments
Differences between local development and the AWS Glue runtime pushed failures to the end of the process, when fixes are most expensive.
Costly Rework
Inconsistent Development Environments
Different local setups led to “works on my machine” issues and slowed down onboarding. Teams spent too much time fixing tooling instead of improving data quality.
Onboarding Delays

Main

Challenge

Enable a repeatable, production-aligned workflow for AWS Glue jobs, reducing onboarding time and shortening the build–test–deploy cycle under real delivery constraints.

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Solution

A standardized, containerized development and delivery platform with built-in quality gates and automated CI/CD ensures consistent environments, rapid onboarding, early validation, and predictable, traceable releases aligned with AWS Glue.

Docker-based Development Environment

A consistent containerized toolchain aligned to AWS Glue, ensuring predictable behavior across developers and projects.
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VS Code Dev Containers

One-step onboarding with a ready-to-code workspace, helping new engineers become productive in hours, not days.
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Quality Gates and Guardrails

Standardized checks and local validation to catch issues earlier and keep reviews focused on business logic.
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CI/CD with Automated Deployment

Automated delivery of Glue jobs and Terraform-managed infrastructure changes for repeatable releases and full traceability.
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Project approach

What does our collaboration look like?

Following a detailed kick-off meeting to discuss the project scope and specific requirements, we proceed with the following steps.

Why choose Lumibit?

From project-specific support to managed services, we help youbecome stronger and faster with public cloud.

Is Lumibit the right partner for corporate-level projects?

Yes. Over the past years, our teams have delivered numerous projects at corporate level and gained a strong understanding of how complex processes and decision structures work within large organizations.

How is your project approach different from other providers?

We don’t just provide developers.
Each project is led by a LumiBit project manager who coordinates all activities and ensures end-to-end delivery. We work closely with your internal stakeholders to stay on schedule and avoid unnecessary overhead.

Where do I send my RFI, RFP or other request?

Please submit your RFI, RFP or other request via our Contact Page. It will be forwarded directly to the responsible project lead, who will get in touch with you as soon as possible.

How do we help you manage and optimize your cloud spend effectively?

At Lumibit, we apply proven financial strategies and smart tooling to help you manage cloud expenses. Without blocking progress or innovation.

How can your services be more cost-efficient than others?

We focus on lean, well-coordinated teams and avoid unnecessary overhead. Our approach is to build exactly what’s needed, with clear priorities and short feedback cycles from day one.

What do our expert consulting services include?

At Lumibit, we apply proven financial strategies and smart tooling to help you manage cloud expenses. Without blocking progress or innovation.

We adapt to every
customer’s tech stack.

From AWS to TypeScript, Terraform to Python – our teams master your stack to build scalable, cloud-ready solutions.

Let's build what's next.

We turn your cloud and software vision into scalable, efficient systems — built fast, clean, and without friction.
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