MF

Mark Freeman

Professional Summary



Professional Overview


Mark Freeman is a seasoned data professional with extensive experience in data engineering, data science, and instructional design. He currently serves as a LinkedIn Learning Instructor, where he shares his expertise in data engineering and data contracts with a global audience. Additionally, he is the Founder of On the Mark Data, a data consulting firm, and an author, having recently published "Data Contracts: Developing Production Grade Pipelines at Scale" with O'Reilly.

Experience Summary



Current Roles


LinkedIn Learning Instructor, Data Engineering (2023-05-01 to Present)
  • Developing and delivering high-quality data engineering courses for the LinkedIn Learning platform

  • Providing in-depth instruction on best practices, tools, and techniques for building scalable and robust data pipelines

  • Collaborating with the LinkedIn Learning team to ensure course content aligns with industry needs and trends


Founder, On the Mark Data (2021-07-01 to Present)
  • Providing data consulting services to clients across various industries

  • Specializing in data engineering, data quality, and data contract management

  • Helping organizations build production-ready data pipelines and improve data governance


Author, "Data Contracts: Developing Production Grade Pipelines at Scale" (2023-07-01 to Present)
  • Authored a comprehensive guide on data contract design and implementation

  • Sharing proven strategies for building scalable and reliable data pipelines

  • Collaborating with O'Reilly to ensure the book meets the needs of data professionals


Career Progression


Prior to his current roles, Mark has held various data-centric positions, including Senior Data Engineer and Senior Data Scientist at Humu, Founder and Chief Data Officer at IndexoRx, and Data Scientist at Verana Health. Throughout his career, he has demonstrated a strong track record of delivering data-driven solutions and driving organizational impact.

Mark's academic background includes a strong foundation in data science and analytics, having held research and analytical roles at Stanford University, UC Davis, and other institutions. His involvement in various community initiatives, such as serving on the Bay Area Community Health Advisory Council, further underscores his commitment to leveraging data for social good.

Areas of Expertise


  • Data engineering: Designing and implementing scalable, production-ready data pipelines

  • Data science and analytics: Leveraging statistical and machine learning techniques to extract insights from complex data

  • Data quality and governance: Ensuring data integrity and compliance through effective data contract management

  • Instructional design: Developing and delivering high-quality educational content for professionals in the data field


Professional Impact


As a LinkedIn Learning Instructor, Mark has reached a global audience, sharing his expertise in data engineering and data contracts. His contributions have helped data professionals enhance their skills and build more reliable data systems. Additionally, through his work at On the Mark Data, Mark has assisted organizations in improving their data management practices and deriving greater value from their data assets.

Conclusion


With his diverse background, strong technical skills, and instructional experience, Mark Freeman is poised to continue making a significant impact in the data engineering and data science fields. He is committed to empowering data professionals and helping organizations unlock the full potential of their data.