12 дней назад
Sr Staff Engineer (AI/ML)
220 800$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr Staff Engineer (AI/ML): Training, optimizing, and deploying large language models and multimodal AI systems for local, on-premises, and edge inference with an accent on fine-tuning, model optimization, retrieval, and production integration. Focus on building reproducible training and inference pipelines, deploying resource-constrained models, and ensuring security, privacy, compliance, and operational performance.
Location: San Jose, California, United States. The role requires satisfactory proof of the right to work in the United States.
Base pay: $220,800 per year. Additional variable or incentive compensation and equity may be available.
Company
develops low-power programmable logic, FPGA, CPLD, and programmable power management solutions for customers worldwide.
What you will do
- Train, fine-tune, and evaluate machine learning models, including LLMs, using SFT, LoRA/QLoRA, and RLHF.
- Optimize models for local inference through quantization, pruning, distillation, batching, and memory optimization.
- Deploy models on-premises and at the edge with PyTorch, TensorRT, ONNX, vLLM, or llama.cpp.
- Build reproducible and scalable training and inference pipelines and integrate locally deployed models into production APIs and internal services.
- Monitor model performance, drift, latency, and resource utilization in production.
- Collaborate with software engineers, infrastructure teams, domain experts, and business stakeholders to deliver secure, multimodal, and ensemble AI solutions.
Requirements
- Master’s or Ph.D. in computer science, engineering, or a related field, or equivalent practical experience.
- 8+ years of AI and machine learning experience, including at least 3 years with LLMs, code generation, large-scale neural networks, RAG, or AI-powered automation.
- Hands-on experience with open-weight LLMs and proficiency in Python with PyTorch or TensorFlow.
- Expertise in vector databases and retrieval models, plus experience deploying models in local, on-premises, or resource-constrained environments.
- Experience with multi-agent AI systems for autonomous coding tasks, Linux, Docker, and basic cloud or on-premises infrastructure.
- Must provide satisfactory proof of the right to work in the United States.
Nice to have
- Experience developing multimodal text-and-image and ensemble models.
- Experience with LangGraph, CrewAI, AutoGen, or OpenAI Assistants API.
- Strong research, innovation, mentoring, communication, adaptability, and teamwork skills.
Culture & Benefits
- Fast-paced, results-oriented, team-first environment.
- Comprehensive benefits may include healthcare, retirement plans, and paid time off.
- Potential eligibility for variable or incentive compensation and equity.
- Background and reference checks are required.
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