Solutions Architect, LLM Model Builder
Core
Strategic technical expert and hands-on advisor enabling partners to build, benchmark, fine-tune, optimize, and deploy foundation model solutions (reasoning, multimodal) for customer workloads.
Role type
Senior Solutions Architect, Foundation Models
Builds
Reference architectures, playbooks, benchmark recipes, TCO calculators, and sizing models for LLM/VLM inference and production deployment.
Domain
Artificial Intelligence / Large Language Models / High-Performance Computing
Deliverable
production ML models
Required skills
LLM/VLM fine-tuning, benchmarking, evaluation, optimization, Python, PyTorch/JAX/TensorFlow, CUDA, NeMo, Nemotron, Dynamo, TensorRT-LLM, Triton, vLLM, cluster sizing, GPU infrastructure (NVLink, InfiniBand, MPI, NCCL)
Preferred skills
Experience deploying large-scale AI systems in production, building benchmark suites or TCO models, active OSS contributions in model tooling
Responsibilities
Guide partners on fine-tuning, distillation, quantization, compression, and evaluation; define benchmark plans and synthetic data workflows; advise on compute planning and inference architecture; support pre- and post-sales engagements
Seniority
Senior, hands-on IC
