The Analytics Engineering Podcast cover image

The Analytics Engineering Podcast

The data jobs to be done (w/ Erik Bernhardsson)

Nov 3, 2024
In this discussion, Erik Bernhardsson, CEO and co-founder of Modal Labs, dives into the intricacies of cloud computing, emphasizing the competitive landscape with giants like Snowflake and AWS. He shares insights on the GPU shortage and its implications for AI startups. Erik boldly critiques the future role of data engineers, questioning its necessity while spotlighting the rise of analytics engineers. The conversation also touches on the impact of generative AI and the democratization of software development, showcasing a landscape ripe with innovation.
42:55

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Quick takeaways

  • Erik Bernhardsson emphasizes the growing importance of GPUs in AI, highlighting their high costs and the need for efficient resource management across cloud platforms.
  • The discussion suggests that as technology advances, the role of data engineers may evolve towards more strategic functions, potentially reducing the demand for traditional data engineering jobs.

Deep dives

The Evolution of Modal

The speaker discusses the growth and development of Modal, which started as a general-purpose platform for cloud computing, specifically focused on data, AI, and machine learning use cases. Over the years, it has found significant traction as a solution for running large-scale applications involving audio, video, images, and various models in biotech. The ease of use is emphasized through its Python SDK, which simplifies code deployment without needing extensive knowledge of scaling or provisioning. This accessibility positions Modal as a competitive alternative to other cloud services, serving a specific niche for data-driven teams.

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