Sr. Developer Advocate, MLflow

Databricks

Summary

This job involves being a Developer Advocate for MLflow at Databricks, where you will share expertise in MLOps and LLMOps, bridge the gap between engineering teams and the developer community, and promote best practices for operationalizing AI and machine learning through various channels.

What you'll do

Share knowledge about machine learning and large language model operations, demonstrating MLflow's capabilities in streamlining ML/LLM lifecycles.
Generate awareness for MLflow by establishing it as a leading technical solution through regular speaking engagements at industry events.
Expand MLflow meetups and user groups to attract tens of thousands of participants, fostering a thriving community.
Foster enthusiasm for MLflow by leveraging creativity and innovation to create engaging experiences and content, welcoming novel perspectives and stimulating discussions.
Enable data engineers to build MLOps and LLMOps infrastructure with MLflow.
Create high-quality educational resources such as videos, sample notebooks, tutorials, and blog posts to facilitate the widespread adoption of new MLflow features.
Advocate for the needs and desires of the MLflow community within Databricks, ensuring their voices are heard and considered by other teams.
Provide robust support for users across platforms like Slack, StackOverflow, and online communities to stay attuned to their feedback and requirements.

Requirements

5+ years of experience as a software developer and subject matter knowledge of solving data engineering problems at all scales.
You have experience with Python and SQL, machine learning and deep learning frameworks such as scikit-learn and PyTorch, and open source and SaaS AI models.
You are a leader in the MLflow communities.
You have experience working with and contributing to open source communities.
You have experience managing, operationalizing, and engaging with developer communities, running user groups, or holding global meetups.
You are a solid communicator with experience writing about, teaching, and speaking about complex technical topics.
You have empathy and understanding of developer personas and can apply that to the design and development of good experiences in tutorials, notebooks, communities, and more.