Steel Summit Data -

Fractional Staff Data Engineering

Expertise building scalable data infrastructure with a enterprise level hire

Most early-stage companies wait too long to invest in data. By the time they hire their first data engineer, they are already behind — dealing with technical debt, fragmented systems, and rising cloud costs.

But hiring full-time feels like a big commitment. What if you're not ready? What if it is the wrong fit?

Steel Summit Data de-risks this decision. Get expert level data engineering on your timeline. Build enterprise-grade infrastructure today without the full-time commitment. Start scaling faster with better data — or discover you don't need a full-time hire at all.

Why Fractional?

Steel Summit Data is a fractional data engineering practice focused on helping early-stage and growing companies build solid data infrastructure without the overhead of a full-time hire.

You'll work directly with me—not a junior team or rotating contractors. I've spent over 15 years building data systems at scale, from startups finding product-market fit to established companies processing billions of events daily. That experience means I know what works, what doesn't, and how to build systems that scale with your business rather than against it.

My approach is pragmatic, not academic. I focus on solutions that are technically sound, cost-effective, and maintainable by your team. No over-engineered architectures. No vendor lock-in. No unnecessary complexity. Just clean, reliable data infrastructure that serves your business goals.

Whether you need someone to build your first data warehouse, migrate from a legacy system, or optimize pipelines that are costing too much and running too slow—I bring the expertise to get it done right. And because I work fractionally, you get senior-level engineering without the commitment, cost, or risk of a full-time hire.

When you work with Steel Summit Data, you're working with me. That means consistent communication, deep context on your business, and accountability from start to finish.

Pipeline Development

Build robust ETL/ELT pipelines that move your critical data into a centralized warehouse. From batch processing to real-time streaming, I design pipelines that scale with your business and handle data reliably—so your teams always have access to the data they need.

Cloud Data Infrastructure

Modern data warehouse setup and optimization on Snowflake, BigQuery, Redshift, or Databricks. I architect cloud infrastructure with best practices built in—ensuring security, performance, and cost-efficiency from day one.

Performance and Optimization

Reduce cloud costs while improving performance. I audit existing systems, optimize slow queries, tune infrastructure, and eliminate waste. Typical engagements deliver 40-60% cost reductions without sacrificing capability.

Data Quality & Governance

Implement monitoring, automated quality checks, and governance frameworks that ensure your data is reliable and trustworthy. Catch issues before they reach dashboards and reports—building confidence across your organization.

What We Do

Migration Projects

Seamlessly migrate from legacy systems to modern cloud platforms with minimal downtime and full data integrity. I handle the technical complexity so you can focus on your business during the transition.

Data Team Hiring and Onboading

Building your data team? I handle technical screening, candidate interviews, and offer evaluation to help you hire the right analysts. Then I provide hands-on onboarding and training tailored to your data stack and business needs, ensuring new hires are productive from day one.

Fractional Support

Ongoing engineering support to maintain and grow your data infrastructure. From pipeline maintenance to new dashboard development, get senior-level help turning raw data into actionable insights—without the full-time commitment.