Data Ecosystem Designer
Designing end-to-end data ecosystems that turn raw events into reliable insights and operational leverage.
Most teams don't suffer from a lack of data, they suffer from a lack of structure. As a data ecosystem designer, my work starts with understanding how data is created, transformed, and consumed across your business. From there, we design the models, pipelines, and platforms that make that data trustworthy, reusable, and easy to work with.
This means defining how sources land in your warehouse, how transformations are modeled, and how analytics, applications, and operations tap into the same consistent layer of truth. we focus on clear lineage, predictable patterns, and a stack that balances power with maintainability—whether that's Snowflake, dbt, Airflow, or other modern tools.
The goal isn't just to “get data in.” It's to create a data ecosystem that your teams can rely on for reporting, automation, product features, and decision-making without constantly wondering what's accurate or how things are wired together.
What We Design
- Source-to-target data flows and integration patterns
- Warehouse schemas and dimensional models for analytics
- Ingestion and transformation pipelines (batch and near real-time)
- Data quality, lineage, and monitoring strategies
- Access patterns for BI tools, applications, and internal stakeholders
What This Means for You
- One source of truth instead of competing reports and metrics
- Faster, more confident decision-making across teams
- Data pipelines that are observable, maintainable, and well-documented
- A warehouse and modeling approach that can evolve with the business
- A foundation ready for automation, AI, and product-driven data features
“A strong data ecosystem turns scattered events into a single, dependable story about your business.”
When models, pipelines, and platforms work together, data stops being noisy and starts becoming a strategic asset.
Need a Data Ecosystem You Can Trust and Grow With?
If you're wrangling scattered pipelines, conflicting reports, or an underused warehouse, we can design a data ecosystem that supports your next stage of growth.
Schedule a Call
StepStream Solutions is a fractional CTO and product acceleration studio helping founders build trustworthy data platforms and modern cloud foundations.
Solutions
How We Partner
- Fractional CTO leadership for seed to growth teams
- End-to-end data platform and product assessments
- Embedded squads for net-new builds or modernization
Connect
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- Address
- Remote-first · Dallas, TX
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- Phone
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- hello@stepstream.io
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- Availability
- Mon–Fri · 8am – 6pm CT