обновлено 20 дней назад
Senior Machine Learning Engineer (AI)
200 000 - 235 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI): Building specialized machine learning models, AI agents, and evaluation systems for Airbnb trust and safety with an accent on abuse detection, agentic decision-making, and end-to-end model productionization. Focus on designing scalable batch and real-time pipelines, benchmarking model and agent quality, and proving impact through experiments and business metrics.
Location: US remote eligible; must live in a state where Airbnb, Inc. has a registered entity. Occasional office work or offsite attendance may be required.
Salary: $200,000–$235,000 USD annually, plus potential bonus, equity, benefits, and Employee Travel Credits.
Company
Airbnb operates a global platform for stays and experiences, with a Trust team focused on protecting hosts, guests, homes, and the platform from fraud and safety risks.
What you will do
- Frame, prototype, and deliver machine learning and agentic solutions for ambiguous trust and safety problems.
- Design, build, and productionize batch and real-time ML pipelines covering feature engineering, training, evaluation, and deployment.
- Develop abuse behavior detection systems and specialized models for fraud, identity, account integrity, and related trust use cases.
- Design and iterate on AI agents, including orchestration, tool interfaces, and quality guardrails for autonomous trust decisions.
- Build benchmarks, evaluation harnesses, and instrumentation to measure model and agent decision quality.
- Collaborate with product, data science, engineering, fraud intelligence, operations, and frontline defense teams to validate solutions and measure impact.
Requirements
- 5–10 years of industry experience applying machine learning and productionizing models at scale.
- 1–2+ years of hands-on experience with LLMs, GenAI, agentic frameworks, orchestration, and evaluation.
- Strong Python programming skills and familiarity with Scala, Java, or an equivalent language.
- Experience with ML best practices, feature engineering, model selection, A/B testing, TensorFlow, PyTorch, and end-to-end data pipelines.
- Experience evaluating ML or LLM systems using benchmarks, ground truth, offline and online metrics, and calibration.
- Bachelor’s, Master’s, or PhD in computer science, machine learning, or a related field.
Nice to have
- Experience with multimodal models for vision, documents, or speech.
- Exposure to trust and risk domains such as fraud detection, anomaly detection, identity, or account integrity.
- Experience with large-scale software architecture, test-driven development, incremental delivery, and deployment practices.
Culture & Benefits
- Work on mission-critical trust and safety systems protecting millions of Airbnb users.
- Collaborate across product, engineering, data science, fraud intelligence, and operations teams.
- Potential eligibility for bonus, equity, benefits, and Employee Travel Credits.
- Disability accommodations are available throughout the recruitment process.
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