Machine learning Engineer - Agentic Retrieval

Zoom Video Communications, Inc.
San Jose, CA, United States
about 1 month ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Compensation
$151,800.0 - $332,200.0
Working hours
Regular working hours
Job source

Tech stack

Java (Programming Language) Artificial Intelligence Automated Storage and Retrieval Systems C Sharp (Programming Language) C++ (Programming Language) Distributed Systems Enterprise Content Management Information Retrieval Python (Programming Language) Machine Learning Named Entity Recognition Search Technologies
+7 more
SQL Databases Systems Integration Large Language Models Generative AI Information Technology Data Management Golang

Job description

  • Designing and implementing scalable retrieval systems including vector search, hybrid search (keyword + embedding + reranking), and structured query planning.
  • Designing and optimize Retrieval-Augmented Generation (RAG) pipelines for multi-step, tool-using AI agents.
  • Developing ranking, relevance modeling, and evaluation frameworks to improve search quality and answer grounding.
  • Building indexing pipelines that transform heterogeneous enterprise data into unified, retrieval-ready representation.
  • Building entity extraction and NLP pipelines that support agentic reasoning over enterprise content.
  • Partnering with product, infrastructure, and applied research teams to ship production- grade AI capabilities.

Requirements

  • Master’s degree or higher in Computer Science, Artificial Intelligence, Machine Learning, Distributed Systems, or a related field.
  • 5+ years of experience in machine learning, search infrastructure, information retrieval, or distributed systems
  • Strong hands-on experience building and operating large-scale search or data platforms in production environments.
  • Have experience building or integrating RAG systems and LLM-based applications in production.
  • Possess proficiency in one or more of: Python, Go, Java, C#, or C++.
  • Solid understanding of information retrieval fundamentals (inverted index, ranking, embeddings, hybrid retrieval).

  • Strong system design skills with the ability to reason about scale, reliability, latency, and cost trade-off

Benefits & conditions

$151,800.00

Maximum: $332,200.00

In addition to the base salary and/or OTE listed Zoom has a Total Direct Compensation philosophy that takes into consideration; base salary, bonus and equity value.

Note: Starting pay will be based on a number of factors and commensurate with qualifications & experience.

We also have a location based compensation structure; there may be a different range for candidates in this and other locations., As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways.

About the company

Zoomies help people stay connected so they can get more done together. We set out to build the best collaboration platform for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars. We’re problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Find room to grow with opportunities to stretch your skills and advance your career in a collaborative, growth-focused environment.

Our Commitment

At Zoom, we believe great work happens when people feel supported and empowered. We’re committed to fair hiring practices that ensure every candidate is evaluated based on skills, experience, and potential. If you require an accommodation during the hiring process, let us know-we’re here to support you at every step.

We welcome people of different backgrounds, experiences, abilities and perspectives including qualified applicants with arrest and conviction records and any qualified applicants requiring reasonable accommodations in accordance with the law.

If you need assistance navigating the interview process due to a medical disability, please submit an Accommodations Request Form and someone from our team will reach out soon. This form is solely for applicants who require an accommodation due to a qualifying medical disability. Non-accommodation-related requests, such as application follow-ups or technical issues, will not be addressed.

Think of this opportunity as a marathon, not a sprint! We’re building a strong team at Zoom, and we’re looking for talented individuals to join us for the long haul. No need to rush your application - take your time to ensure it’s a good fit for your career goals. We continuously review applications, so submit yours whenever you’re ready to take the next step.

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