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AI Research Lead
AI Research LeadPerplexity AI Inc. • San Francisco, CA, United States
AI Research Lead

AI Research Lead

Perplexity AI Inc. • San Francisco, CA, United States
15 days ago
Job type
  • Full-time
Job description

Perplexity is seeking an exceptional AI Research Tech Lead to drive our research strategy and lead the development of our in-house Online LLMs, the Sonar models. In this leadership role, you will set the macro research direction across different modalities, mentor a team of researchers, and take advantage of our rich query / answer dataset to continue scaling our Sonar model performance and deliver the SOTA Online LLM experience to our users.

Responsibilities

Research Leadership & Strategy

  • Define and execute the macro research direction across multiple modalities, including post-training LLMs for agent trajectories and future mid-training initiatives
  • Lead strategic research planning and roadmap development to advance Sonar model capabilities
  • Drive innovation in supervised and reinforcement learning techniques for query answering
  • Collaborate with leadership to align research priorities with product and business objectives

Team Development & Mentorship

  • Coach and mentor a team of AI research scientists and engineers, fostering their technical and professional growth
  • Establish the long-term macro research direction across the team, including our direction across different modalities
  • Lead hiring and onboarding of new research talent
  • Create a collaborative environment that encourages knowledge sharing and innovation
  • Technical Excellence

  • Post-train SOTA LLMs on query answering using cutting-edge supervised and reinforcement learning techniques
  • Own and optimize the full stack data, training, and evaluation pipelines required for LLM post-training
  • Deliver Sonar models that provide SOTA query answering performance
  • Drive research into agent trajectories and multi-modal capabilities
  • Lead the technical roadmap for eventual mid-training investments
  • Cross-Functional Collaboration

  • Work closely with engineering teams to integrate Sonar models into our product
  • Partner with product teams to understand user needs and translate them into research priorities
  • Collaborate with data teams to leverage our unique query / answer dataset effectively
  • Communicate research progress and findings to stakeholders across the organization
  • Qualifications

    Required

  • Minimum of 5 years of experience working on relevant AI / ML projects with 3
  • years in a technical leadership role
  • Proven track record of leading and mentoring technical and research teams
  • A Computer Science graduate degree at a premier academic intitution
  • Deep expertise with large-scale LLMs and Deep Learning systems

  • Strong programming skills with versatility across multiple languages and frameworks
  • Demonstrated ability to set technical vision and drive execution

  • Experience with pre-training and post-training techniques (self-supervised learning along with SFT / DPO / GRPO / PPO)
  • Self-starter with exceptional ownership mentality and ability to work in ambiguous environments
  • Passion for solving challenging problems and pushing the boundaries of AI research
  • Nice-to-have

  • PhD in Machine Learning, Computer Science, or related areas
  • Experience with agent-based AI systems and multi-modal model development
  • Background in mid-training or pre-training of large language models
  • Publications in top-tier AI / ML conferences
  • Experience in fast-paced startup environments
  • Track record of translating research into production systems
  • Compensation & Benefits

    Our cash compensation range for this role is $370,000 - $460,000.

    Final offer amounts are determined by multiple factors, including experience and expertise, and may vary from the amounts listed above.

    Equity : In addition to the base salary, equity may be part of the total compensation package.

    Benefits : Comprehensive health, dental, and vision insurance for you and your dependents. Includes a 401(k) plan.

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