Bryce Pilcher

Experience

Nearly all of my career has been at Elder Research, an analytics and data science consultancy — the exception a 2012 summer at Intel. The path ran from software engineering into data engineering and then into leadership, without ever leaving the work of building.

  1. Principal Data Engineer

    2025 – Present

    Elder Research

    • Lead a client automation initiative that has reclaimed 200,000 hours over two years, improving efficiency company-wide.
    • Built a pipeline monitoring framework on PySpark and Delta Lake that enables self-healing pipelines with 90% less code.
    • Train engineers and technical leads as they grow into leadership roles.
  2. Lead Data Engineer

    2023 – 2025

    Elder Research

    • Grew the engineering team from 3 to 14, promoting two engineers into managers to support the growth.
    • Designed a custom lookup-table module (three base classes) that took a real-time order-parsing pipeline from 1 record per minute to more than 100.
  3. Senior Data Engineer

    2021 – 2023

    Elder Research

    • Worked on a small team to set the first standards for how data is ingested, organized, and stored in the client's first data lake.
    • Built a Python SDK that abstracted Databricks and ADLS while enforcing data governance standards.
    • Automated software releases across develop, staging, and production, cutting deployment time by more than 95% with local tooling and Azure DevOps (setuptools, poetry, uv).
  4. Software Engineer I & II, Data Engineer II

    2011 – 2021

    Elder Research

  5. QA Intern

    Jan – Aug 2012

    Intel

    • Taught myself Python and used it to rebuild a golden dataset in an afternoon.