GrepJob
Bumble

Staff Machine Learning Engineer

Bumble
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1 day ago
Austin, TX, USA
Staff+

Base Salary

$300k - $345k/yr

Responsibilities

  • Own and drive large-scale, end-to-end ML systems for recommendations and personalization.
  • Design and architect scalable ML platforms and pipelines.
  • Build and optimize advanced models using modern ML frameworks.
  • Lead the development of LLM-powered systems and AI agents.
  • Establish best practices for experimentation and evaluation methodologies.
  • Collaborate cross-functionally with Product, Engineering, and Data teams.
  • Mentor and elevate engineers, fostering a culture of respect and technical excellence.
  • Take ownership of ambiguous problem spaces and drive initiatives from insight to impact.

Requirements

  • Typically requires 8–12 years of experience in machine learning.
  • Deep expertise in machine learning with experience in production-grade systems.
  • Strong proficiency in Python and ML frameworks like PyTorch and TensorFlow.
  • Expertise in designing scalable ML and data pipelines using distributed systems.
  • Experience working with LLMs and building production-ready AI features.
  • Demonstrated ability to influence technical decisions as a senior individual contributor.
  • Strong cross-functional collaboration skills and ownership of outcomes.
  • Advanced AI fluency with the ability to guide others in responsible AI practices.

Tech Stack

Apache AirflowApache SparkPythonPyTorchTensorFlow

Categories

AI & MLData Science