Machine Learning Scientist II (Agentic AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Scientist II (Agentic AI): Designing and evaluating multi-step agentic AI systems for traveler discovery and planning with an accent on autonomous agents, tool use, and memory management. Focus on implementing state-of-the-art architectures like ReAct and reflection loops to revolutionize travel assistance.
Location: Must be based in the US (Seattle or Austin)
Salary: $112,000 – $156,500 (Potential up to $179,000)
Company
is a global travel platform designing cutting-edge technology to make travel smoother and more memorable for everyone, everywhere.
What you will do
- Design and evaluate multi-step agentic AI systems including autonomous agents capable of planning and tool use.
- Implement SOTA techniques such as ReAct, reflection loops, and chain-of-thought prompting.
- Develop agent orchestration frameworks for task decomposition, delegation, and failure recovery.
- Integrate LLMs with external tools, APIs, databases, and code execution environments.
- Define and own evaluation frameworks to measure success, reliability, latency, cost, and safety.
- Collaborate with product and engineering teams to translate business requirements into production-grade AI solutions.
Requirements
- PhD, MS, or BS in Computer Science, Machine Learning, Statistics, Engineering, or equivalent experience.
- 3+ years of related industry experience.
- Demonstrated experience designing and deploying agentic or multi-step AI systems in production or research.
- Proficiency in Python and ML frameworks (PyTorch, TensorFlow, or JAX).
- Experience with LLM APIs and orchestration libraries such as LangChain or LlamaIndex.
- Ability to define and run evaluation frameworks for ML systems, including offline benchmarking.
Nice to have
- Experience in the travel or e-commerce industry.
- Publications in top-tier ML conferences or journals.
- Patented inventions or contributions to open-source ML projects.
- Experience moving models from prototype to production.
Culture & Benefits
- Flexible work model with access to modern office spaces.
- Comprehensive benefits package including medical, dental, and vision insurance.
- Wellness and travel reimbursement, plus significant travel discounts.
- Generous time-off and parental leave.
- Career development resources and International Airlines Travel Agent (IATAN) membership.
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