Senior AI/ML Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI/ML Engineer (PyTorch/vLLM): Lead development of production multi-agent systems and custom AI frameworks with an accent on distributed inference pipelines, agent orchestration patterns, and resilient enterprise systems. Focus on designing kernel-level optimizations, model serving infrastructure, and translating research-grade ML into shippable products.
Location: Remote (US)
Company
is an AI-native engineering firm specializing in enterprise services, domain-specific solutions, and high-performance infrastructure for commercial enterprises and government agencies. Certified Service-Disabled Veteran-Owned Small Business (SDVOSB).
What you will do
- Architect and ship multi-agent orchestration systems including planner/executor, tool-use, and reflection loops
- Design and optimize custom inference stacks with kernel-level work (CUDA/Triton), quantization, speculative decoding, paged attention, and KV-cache engineering
- Lead production-scale model serving on vLLM, TensorRT-LLM, or equivalent
- Mentor engineers on reinforcement learning, RLHF/DPO, and agent evaluation
- Partner with research and product teams to integrate novel techniques into deployable systems
Requirements
- 5+ years building and shipping production ML systems
- Deep expertise in transformer internals, attention mechanisms, and modern inference optimization
- Experience with vLLM, TensorRT-LLM, custom CUDA/Triton kernels, or distributed training (DeepSpeed/FSDP)
- Production experience with multi-agent frameworks (LangGraph, AutoGen, CrewAI) or custom orchestration
- Strong software engineering: Python, type-safe APIs, testing, observability
Nice to have
- PhD in CS, ML, or related; or equivalent published research
- Open-source contributions to inference, agent, or training frameworks
- Experience with MoE architectures, long-context attention, or RL for tool use
Culture & Benefits
- Professional development and skill-building opportunities
- Supportive Veteran-owned management with AI productivity tools provided
- Comprehensive benefits: 401(k) with match, medical/dental/vision insurance, short/long-term disability, PTO, profit sharing
- Long-term contract engagements with potential extension on impactful client projects
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