RemoteLeaf Logo
Log in Sign up

Principal Machine Learning Engineer- LLM Fine-tuning and Optimization

3 months, 1 week ago
United States
Full-time
Lead
AI Engineer
Software Development
Agile Machine Learning Python PyTorch Reinforcement Learning
Apply Now
Airbnb

Airbnb

Airbnb is the world's largest community-driven hospitality company, offering homes and experiences in 191 countries. It is an online marketplace connecting people to unique accommodations and experiences globally.

Hotels, Restaurants & Leisure
5K-10K
Founded 2008
View All Jobs 45

Description

  • Work with large-scale structured and unstructured data to build and improve foundation models for Airbnb product, business, and operational use cases.
  • Create a multi-year technical roadmap to keep the team aligned with rapidly evolving AI technologies and customer needs.
  • Evaluate current and upcoming foundation models to select and refine the best-performing options.
  • Prototype, develop, and productionize LLM models and pipelines for batch and real-time use cases at scale.
  • Drive key AI architecture decisions for products and contribute to Airbnb’s ML platform architecture and strategy.
  • Partner with product managers, software engineers, data scientists, and operations teams to design and develop AI products.
  • Fine-tune state-of-the-art LLMs for diverse use cases and optimize them for high-performance deployment.
  • Develop and enhance AI models, ML services, and tools for customer support AI initiatives.

Requirements

  • PhD in Computer Science, Machine Learning, Mathematics, Statistics, AI, Data Science, or a related technical field.
  • 10+ years of experience developing machine learning models and products at scale from inception to business impact.
  • Programming experience in Python and hands-on experience with frameworks such as PyTorch.
  • Proven experience training, fine-tuning, optimizing models, and improving inference runtime.
  • Experience with post-training areas such as data processing for fine-tuning, responsible LLMs, LLM alignment, reinforcement learning, efficient training and inference, language model evaluation, or multilingual and multimodal modeling.
  • Experience with runtime optimizations, model quantization, compression, on-device inference, GPU inference, PyTorch, or kernel development.
  • Publications at peer-reviewed AI conferences such as NeurIPS, CVPR, ICML, ICLR, ICCV, or ACL preferred.
  • Experience with AI technologies in customer support applications preferred.
  • Experience taking AI products from incubation to production at scale using agile practices preferred.
  • Experience deploying and scaling business-critical AI services and defining ML infrastructure requirements preferred.

Benefits

  • Base pay range of $292,000 to $365,000 USD.
  • Potential eligibility for bonus.
  • Potential eligibility for equity.
  • Potential eligibility for benefits.
  • Potential eligibility for Employee Travel Credits.
  • US remote-eligible position.
  • Occasional office or offsite work may be required by agreement with the manager.

Interested in this position?

Apply directly on the company website

Apply Now

Similar Roles

Torc

Staff, Machine Learning Engineer - BEV/Multi-Modal Perception

Torc 251-1K Road & Rail

Torc, a Daimler company developing automated-truck software, is seeking a Staff Machine Learning Engineer to lead BEV and multi-modal perception model innovation for autonomous driving.

United States Full-time Lead Machine Learning Engineer
$216k-$259k
Computer Vision Deep Learning Machine Learning MLOps Python PyTorch TensorFlow
16 hours, 37 minutes ago
C

Senior AI/ML Engineer

Catena Clearing Internet Software & Services

Catena is hiring an AI/ML Engineer to build production machine-learning systems that normalize and analyze real-time fleet telematics data for its universal API platform.

United States Full-time Senior Machine Learning Engineer
AWS AWS CDK Docker FastAPI GitHub Actions IoT Kafka Machine Learning Microservices MLOps NumPy Pandas PostgreSQL Python PyTorch Random Forest Redis REST API Scikit-learn Snowflake SQL TensorFlow XGBoost
17 hours, 37 minutes ago
Xebia

Senior AI/ML Engineer

Xebia 1K-5K Internet Software & Services

Xebia is seeking a Senior AI/ML Engineer in its CEE team to lead the end-to-end delivery, architecture, governance, and continuous improvement of production-grade AI and Generative AI solutions.

Bulgaria Poland Romania Full-time Senior Machine Learning Engineer
Agile AWS Azure CI/CD Databricks Feature Engineering GCP Generative AI Machine Learning MLflow MLOps Python PyTorch SageMaker Scikit-learn Snowflake TensorFlow Vertex AI
17 hours, 37 minutes ago
9th Way Insignia

AI Engineer

9th Way Insignia 51-250 Internet Software & Services

9th Way Insignia is seeking an Artificial Intelligence Engineer, 3 to design, secure, deploy, and maintain responsible AI, machine learning, and LLM capabilities supporting federal cybersecurity and VA mission requirements.

United States Full-time Lead AI Engineer
$98k-$185k
Cybersecurity DevSecOps Generative AI Machine Learning Python
1 day, 16 hours ago

You're on a roll! Sign up now to keep applying.

Sign Up

Already have an account? Log in

Used by 14,729+ remote workers