4 часа назад
Machine Learning Scientist II - Agentic Experiences (AI)
122 500 - 171 500$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Machine Learning Scientist II - Agentic Experiences (AI): Designing and deploying multi-step agentic AI systems for personalized travel planning and conversational assistance with an accent on autonomous agents, tool use, memory management, and multi-agent collaboration. Focus on building orchestration frameworks, integrating LLMs with external tools and APIs, evaluating reliability and safety, and mitigating prompt injection and unsafe tool use.
Location: United States — San Jose, California; compensation ranges are also listed for Seattle and Austin.
Salary: $122,500–$171,500 total cash range in San Jose, with potential increases up to $196,000. Seattle and Austin ranges are $112,000–$156,500, with potential increases up to $179,000.
Company
is a global travel company connecting travelers, partners, and advertisers through consumer brands, B2B travel services, and travel advertising.
What you will do
- Design, build, and evaluate multi-step agentic AI systems with planning, tool use, memory, and multi-agent collaboration.
- Research and implement agentic architectures, including ReAct, reflection loops, chain-of-thought prompting, and tool-augmented reasoning.
- Develop agent orchestration frameworks for task decomposition, delegation, failure handling, and recovery.
- Integrate large language models with external tools, APIs, databases, and code execution environments.
- Define evaluation frameworks measuring task success, reliability, latency, cost, and safety across benchmarks and production scenarios.
- Collaborate with product, engineering, and research teams to deliver production-grade agentic solutions and mitigate risks such as prompt injection, hallucinations, and unsafe tool use.
Requirements
- PhD, MS, or BS in Computer Science, Machine Learning, Statistics, Engineering, or a related field, or equivalent professional experience.
- At least 2 years of related industry experience.
- Experience designing and deploying agentic or multi-step AI systems in production or research settings.
- Proficiency in Python and at least one ML framework: PyTorch, TensorFlow, or JAX.
- Experience with LLM APIs, orchestration libraries such as LangChain or LlamaIndex, and integrations with external tools, APIs, and structured data.
- Experience defining ML evaluation frameworks, including offline benchmarking and production monitoring.
Nice to have
- Experience in travel or e-commerce.
- Publications in top-tier ML conferences or journals.
- Patented inventions or pending patents.
- Contributions to open-source ML projects.
- Experience moving models from prototype to production with Machine Learning Engineering teams.
Culture & Benefits
- Medical, dental, and vision coverage.
- Paid time off and an Employee Assistance Program.
- Wellness and travel reimbursement.
- Travel discounts and IATAN membership.
- Supportive environment focused on traveler-first product development, ownership, excellence, and collaboration.
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