Principal Machine Learning Engineer
Bumble- Location
- US
- Workplace
- Remote
- Employment
- Full Time
- Salary
- —
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
Senior Software Engineer, Agent Verification
Coinbase · USA · today
Staff Software Engineer, Developer Infrastructure
Coinbase · USA · today
Staff Software Engineer, Developer Infrastructure (Test Infrastructure)
Coinbase · USA · today
Software Engineer, Developer Infrastructure
Coinbase · USA · today
Senior Software Engineer, Developer Infrastructure
Coinbase · USA · today
Senior Software Engineer II
MX Technologies · US · today