AI-Driven Trust Integrity Scientist (Remote)

Airbnb; United States; On-site; USD 151,000 - 175,000; Full time

Job summary

Airbnb is seeking a motivated Data Scientist to own high‑visibility ML initiatives for trust integrity, including NLP/LLM deployments, model evaluation and production pipelines. You will work with product, engineering and policy teams to turn data into impact.

This US‑based role is remote-eligible and requires deep statistical thinking, strong Python/SQL skills, and hands-on NLP experience. You will translate complex problems into rigorous analyses and help scale data science capabilities across

Qualifications

• 2+ years of industry experience in a quantitative analysis role with a Master's degree in a quantitative field (statistics, economics, computer science, etc.), or PhD in relevant fields.

Responsibilities

• Artificial Intelligence / Machine Learning: Build and deploy production AI/ML systems for trust integrity, including feature engineering, model development and evaluation, thresholding, error analysis and end‑to‑end model lifecycle management. This includes working with NLP and LLM‑based models in real production settings.
• Inference: Partner with inference data scientists to conduct rigorous quantitative analyses, applying working knowledge of causal inference to interpret results, assess impact, and identify gaps and opportunities to improve content quality and trust outcomes.
• Communication & Collaboration: Deliver clear, well‑structured research findings with compelling data visualizations and rigorous analysis to drive alignment and action with cross‑functional partners in product, engineering and operations.
• Empowerment: Think strategically about how to scale and evolve data science capabilities within your domain, contributing to the long‑term vision for how science drives platform outcomes.

Skills

AI/ML models

NLP/LLM

Python

SQL

TensorFlow

PyTorch

Spark

Airflow

Data warehouses

Education

Master's or PhD in quantitative field

Tools

Python

SQL

TensorFlow

PyTorch

Spark

Airflow

Data warehouse tech

Job description

Airbnb is seeking a motivated Data Scientist to own high‑visibility ML initiatives for trust integrity, including NLP/LLM deployments, model evaluation and production pipelines. You will work with product, engineering and policy teams to turn data into impact.

This US‑based role is remote-eligible and requires deep statistical thinking, strong Python/SQL skills, and hands-on NLP experience. You will translate complex problems into rigorous analyses and help scale data science capabilities across