Member of Technical Staff (TPM, Inference)

Perplexity AI

$150K — $180K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Strong experience in technical program or product management within infrastructure or distributed systems.
  • Direct experience with production LLM or ML inference, emphasizing operational reliability and cost-effectiveness.
  • Skilled at coordinating among external partners and internal teams with varying priorities.
  • Proficient in data analysis and metrics, able to make decisions based on trade-offs between key performance indicators.
  • Thrives in small, agile teams with a proactive attitude toward ownership and initiative.
  • At least 6 years of relevant technical program or product management experience.

Responsibilities

  • Execute the roadmap for the inference platform including usage controls and reliability metrics.
  • Act as the liaison between model providers and Perplexity's engineering and product teams.
  • Drive key metrics such as latency, throughput, uptime, and cost-efficiency throughout execution.
  • Manage the operating model for model releases and optimizations, ensuring successful launches.
  • Lead cross-functional delivery processes from planning to post-launch validation.
  • Establish predictable release mechanisms such as dashboards and launch checklists.
  • Collaborate with GPU capacity and compute teams to balance cost and capacity constraints.

Benefits

  • Flexible work environment with opportunities for remote work and flexible hours.
  • Access to cutting-edge technologies and innovative projects in the ML space.
  • Professional development opportunities fostering growth and learning.
  • Collaborative team culture focused on innovation and agile methodologies.
Full Job Description
Perplexity is looking for a technical program manager to be the connective tissue between our model providers, engineering, and product teams, driving our core inference platform forward.

Perplexity runs one of the highest-throughput inference stacks in the industry, serving Ask, Computer, and API traffic across a large and constantly shifting portfolio of first-party and third-party models. This role sits at the intersection of product, engineering, and finance: you'll orchestrate across model providers and internal teams to keep new models and capacity moving smoothly into production, while executing the roadmap for the inference platform itself. The ideal candidate has strong technical judgment, thrives coordinating across teams and external partners with competing timelines, and is energized by building the operating model for a function that doesn't have much precedent yet.

What You'll Do

Execute the roadmap for the inference platform - request handling, rate limits and quotas, usage controls, and the reliability and observability surface engineering and product teams depend on
  • Be the connective tissue between model providers and Perplexity's engineering and product teams - coordinating onboarding, launch readiness, and rollout for new models and capacity
  • Drive latency, throughput, uptime, and cost-efficiency as core execution metrics, surfacing tradeoffs between them rather than letting them become side effects
  • Run the operating model for model-release and optimization programs, including day-zero launches, across performance engineering, infrastructure, and product teams
  • Lead cross-functional delivery for inference-stack changes, from planning through launch and post-launch validation
  • Build the mechanisms that make releases predictable - rituals, dashboards, launch checklists - so inference releases stay low-risk at Perplexity's scale
  • Partner with GPU capacity and compute teams to reconcile execution decisions against cost, capacity, and vendor constraints


Qualifications
  • Strong experience with technical program management or product management in infrastructure, distributed systems, or ML/model-serving products
  • Direct experience with production LLM or ML inference - understanding what makes serving fast, reliable, and cheap rather than just what a roadmap slide says about it
  • Comfort orchestrating across external partners and internal engineering teams with competing priorities and timelines
  • Experience with data and metrics, and the judgment to surface difficult tradeoffs between latency, throughput, uptime, and cost
  • Thrives in a small, agile team; has initiative and desire for ownership without much precedent to lean on
  • 6+ years of combined technical program management or product management experience

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