Overview
Senior AWS Data Platform and Streaming Engineering by EBD Sweden
EBD Sweden builds production-grade data platforms on AWS for organizations handling large data volumes. We design and implement real-time streaming pipelines and modern batch analytics stacks, migrate legacy warehouses to cloud-native architectures, and operate high-throughput platforms at scale.
What We Deliver Real-Time Streaming Pipelines: ingestion and processing with Amazon Kinesis, Amazon MSK (Kafka), AWS Lambda, and Amazon ECS, engineered for high throughput and low latency. Modern Analytics Stacks: batch and transformation layers built on Apache Airflow, dbt, Snowflake, Amazon Redshift, and Amazon Athena, with tested, version-controlled models. Warehouse Modernization and Migration: moving legacy warehouses such as Microsoft SQL Server to cloud-native, cost-efficient architectures with minimal disruption. Infrastructure as Code and CI/CD: reproducible platforms using Terraform and AWS CDK, delivered through GitLab or GitHub CI with monitoring and alerting. Production Operations: observability, cost controls, and reliability engineering for platforms that run continuously.
Example Engagement Scenario A telecom operator needed real-time processing of high-volume network events for operations monitoring. EBD Sweden designed a streaming pipeline on Amazon Kinesis and AWS Lambda, built the transformation and analytics layer with Airflow, dbt, and Amazon Redshift, and codified the whole platform in Terraform with CI-driven delivery. The result was a live, observable data platform the client's team could operate and extend independently.
Industries Served More than 8 years delivering production cloud platforms across telecom, fintech, real estate, and IoT, with deep experience in high-volume streaming, IoT telemetry, and regulated data workloads.
Engagement Models Hourly Advisory: ideal for pipeline reviews, architecture guidance, and targeted troubleshooting. Typical deliverables are design recommendations, data models, and runbooks. Engagements typically range from 10 to 40 hours. Project-Based Delivery: scoped engagements for greenfield platform builds, warehouse migrations, or streaming implementations. Deliverables include architecture blueprints, infrastructure-as-code templates, tested pipelines, and handoff documentation. Typical duration is 3 to 10 weeks depending on scope and data volume.
Prerequisites and Scope Client must have an active AWS account (or AWS Organizations setup for multi-account engagements). This service covers data platform design, implementation, migration, and operational hardening. Client stakeholder availability is required for discovery workshops and data-source access. Existing documentation (source schemas, data volumes, SLAs) accelerates delivery. If the platform requires resources in the client's account, the client is responsible for the associated AWS infrastructure costs, separate from the AWS Marketplace transaction.
How to Get Started Book a free 30-minute discovery call to scope your engagement. We will assess your current state, define deliverables, and propose a timeline before any commitment.
Highlights
- Real-time streaming and batch analytics on AWS using Amazon Kinesis, Amazon MSK, AWS Lambda, Apache Airflow, dbt, Snowflake, Amazon Redshift, and Amazon Athena. Production-grade pipelines engineered for high throughput, low latency, and reliable daily operation at scale.
- Legacy data warehouse modernization and migration to cloud-native, cost-efficient architectures. More than 8 years building high-volume platforms for telecom, fintech, and IoT, including live streaming data processing and real-time network monitoring for operations teams.
- Infrastructure as code with Terraform and AWS CDK, delivered through GitLab or GitHub CI with monitoring, alerting, and cost controls. Flexible engagement models: hourly advisory (10 to 40 hours) or project-based builds (3 to 10 weeks). Free 30-minute discovery call to scope your needs.
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Support Contacts Email: info@ebdsweden.com Web: https://ebdsweden.com AWS Marketplace: message us directly through this listing. Response time: we respond to all inquiries within 24 hours during normal business hours (Central European Time, Monday to Friday, excluding public holidays).
Level of Support Every engagement includes direct access to your assigned senior data engineer for the full duration of the engagement, at no additional cost. Communication is handled via your preferred channel (email, Slack, or Microsoft Teams), so you get fast, contextual answers without ticketing overhead. Pre-purchase questions and scoping are supported through the contacts above.
Engagement Phases and Buyer Responsibilities Phase 1, Discovery (Week 1): a 30-minute scoping call followed by a structured intake. Buyer provides access to source schemas, data volumes and SLAs, stakeholder availability, and any compliance requirements. Phase 2, Delivery: iterative work with your team, reviewed collaboratively before finalization. Buyer provides timely feedback and access to relevant AWS accounts. Phase 3, Handoff: final artifacts and a handoff session so your team can operate and extend the result independently.
Post-Engagement Support After completion, EBD Sweden remains available at the contacts above for follow-up questions and clarifications. For ongoing needs, a new hourly or project engagement can be scoped.
Escalation and Refunds To escalate an issue, request a scope change, or request a refund, contact info@ebdsweden.com or message us through this listing; escalations are acknowledged within one business day.