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AI Research Lead at Perplexity | San Francisco

PerplexitySan Francisco
On-site Full-time

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Experience Level

Senior

Qualifications

QualificationsA PhD in Computer Science, AI, Machine Learning, or a related field. Proven experience in leading AI research projects, particularly in LLMs and machine learning methodologies. Strong background in supervised and reinforcement learning techniques. Excellent mentoring and team leadership skills. Ability to work collaboratively across departments and communicate complex ideas effectively.

About the job

Join Perplexity as an AI Research Tech Lead, where you'll spearhead our research initiatives and oversee the advancement of our proprietary Online LLMs, the Sonar models. In this pivotal leadership position, you will define the overarching research strategy across various modalities, mentor a talented team of researchers, and leverage our extensive query/answer dataset to enhance Sonar model performance, delivering a state-of-the-art Online LLM experience for our users.

Key Responsibilities

Research Leadership & Strategy

  • Establish and implement the overarching research strategy across diverse modalities, including post-training LLMs for agent trajectories and future mid-training projects.

  • Lead the strategic planning and roadmap development to enhance Sonar model functionalities.

  • Innovate in supervised and reinforcement learning techniques aimed at optimizing query answering.

  • Collaborate with executive leadership to align research goals with product and business strategies.

Team Development & Mentorship

  • Guide and mentor a team of AI research scientists and engineers, nurturing their technical and professional development.

  • Set the long-term research direction for the team, encompassing various modalities.

  • Lead the recruitment and onboarding of new research talent.

  • Foster a collaborative atmosphere that promotes knowledge sharing and innovative thinking.

Technical Excellence

  • Post-train cutting-edge LLMs focused on query answering using advanced supervised and reinforcement learning techniques.

  • Own and enhance the complete data, training, and evaluation pipelines necessary for LLM post-training.

  • Deliver Sonar models that achieve top-notch query answering performance.

  • Lead research efforts into agent trajectories and multi-modal capabilities.

  • Steer the technical roadmap for future mid-training investments.

Cross-Functional Collaboration

  • Collaborate closely with engineering teams to integrate Sonar models into our products.

  • Work with product teams to discern user needs and translate them into research priorities.

  • Partner with data teams to effectively utilize our unique query/answer dataset.

  • Communicate research progress and findings to stakeholders and broader teams.

About Perplexity

Perplexity is at the forefront of AI innovation, dedicated to creating cutting-edge technology solutions that enhance user experiences. Our team is passionate about leveraging data and machine learning to build intelligent systems, fostering a culture of creativity and collaboration.

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