AI Inference Engineer at Perplexity AI

San Francisco, California, United States

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$200,000 – $350,000Compensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, AIIndustries

Requirements

Experience with ML systems and deep learning frameworks (e.g. PyTorch, TensorFlow, ONNX)
Familiarity with common LLM architectures and inference optimization techniques (e.g. continuous batching, quantization, etc.)
Understanding of GPU architectures or experience with GPU kernel programming using CUDA

Responsibilities

Develop APIs for AI inference that will be used by both internal and external customers
Benchmark and address bottlenecks throughout our inference stack
Improve the reliability and observability of our systems and respond to system outages
Explore novel research and implement LLM inference optimizations

Skills

Key technologies and capabilities for this role

PythonRustC++PyTorchTritonCUDAKubernetesTensorFlowONNXGPU kernel programmingcontinuous batchingquantization

Questions & Answers

Common questions about this position

What is the salary range for the AI Inference Engineer position?

The salary range is $200K - $350K.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What skills are required for this AI Inference Engineer role?

Required skills include experience with ML systems and deep learning frameworks like PyTorch, TensorFlow, ONNX; familiarity with LLM architectures and inference optimizations such as continuous batching and quantization; and understanding of GPU architectures or CUDA programming. The current stack involves Python, Rust, C++, PyTorch, Triton, CUDA, and Kubernetes.

What is the team like at Perplexity AI?

This is a growing team focused on large-scale deployment of machine learning models for real-time inference.

What makes a strong candidate for this AI Inference Engineer role?

Strong candidates will have hands-on experience with ML systems, deep learning frameworks like PyTorch, LLM inference optimizations such as quantization and continuous batching, and GPU programming with CUDA.

Perplexity AI

Advanced answer engine providing reliable information

About Perplexity AI

Perplexity AI provides an advanced answer engine that delivers accurate and reliable responses to user queries. The platform uses current sources to ensure the information is both precise and relevant. It caters to a wide audience, including individuals looking for quick answers and businesses needing detailed information. Unlike many competitors, Perplexity AI emphasizes high-quality, source-backed answers, making it a valuable resource for users seeking trustworthy data. The company's goal is to meet the increasing demand for immediate access to reliable information, generating revenue through subscription fees, advertising, and partnerships.

San Francisco, CaliforniaHeadquarters

2022Year Founded

$890MTotal Funding

LATE_VCCompany Stage

Data & Analytics, Consumer SoftwareIndustries

201-500Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Company Equity

Risks

Pending copyright infringement class action poses legal and financial challenges.

Competition from Google's AI Mode could impact user retention and market share.

Otterly.AI's brand visibility tool may pressure Perplexity to maintain high performance.

Differentiation

Perplexity AI integrates large language models with search engines for precise responses.

The platform offers an open-source environment, enhancing public access to AI tools.

Perplexity's strategic acquisition of Carbon boosts its data connectivity capabilities.

Upsides

Partnership with Tripadvisor enhances travel planning with personalized recommendations.

$500M funding round increases valuation to $9 billion, supporting growth and innovation.

Integration with FactSet attracts financial clients with enhanced data accessibility.

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