JobHabor

Principal Machine Learning Engineer

Bumble
Location
US
Workplace
Remote
Employment
Full Time
Salary
Apply on the employer’s site

Posted 5mo ago

The employer’s full description could not be read from their board. This is a summary of the posting — follow the apply link for the original.

Responsibilities

  • Define and lead the technical strategy for AI and Machine Learning systems
  • Design, develop, and deploy production-grade models using modern ML frameworks
  • Build and deploy production AI Agents using foundational Large Language Models (LLMs)
  • Architect end-to-end ML pipelines, integrating data processing with model training, evaluation, and deployment
  • Drive experimentation frameworks, including A/B testing and offline evaluation
  • Partner cross-functionally with Product, Engineering, and Data leadership
  • Mentor and elevate senior individual contributors
  • Take ownership of complex, ambiguous problem spaces
  • Champion responsible AI practices, ensuring fairness, transparency, and user safety

Requirements

  • 10–15 years of experience
  • Deep expertise in machine learning
  • Hands-on experience building and deploying large-scale systems in production environments
  • Strong proficiency in Python
  • Proficiency in at least one major ML framework (e.g. PyTorch, TensorFlow)
  • Experience in recommendation systems, ranking models, or NLP
  • Expertise in prompting and fine-tuning Large Language Models (LLMs)
  • Experience building production AI Agents
  • Proven experience designing scalable data and ML pipelines using tools such as Spark, Airflow, or similar distributed systems
  • Demonstrated ability to operate as a senior individual contributor
  • Influencing technical strategy and decision-making without direct authority
  • Experience partnering effectively across functions
  • Track record of mentoring and uplifting others
  • Strong AI fluency

Skills

  • PyTorch
  • TensorFlow
  • Python
  • Spark
  • Airflow
  • LLMs

Similar roles