Senior Machine Learning Engineer
Core
Lead end-to-end ML lifecycle for an AI media creation platform handling text, image, video, 3D, and audio modalities.
Role type
Senior IC machine learning engineer (multimodal AI)
Builds
Inference platform for AI media generation
Domain
AI media generation (text, image, video, 3D, audio)
Deliverable
production ML models
Required skills
Python, PyTorch, diffusion models, LLMs, multimodal architectures, model fine-tuning (LoRA, PEFT, adapters), GPU inference optimization, model evaluation, systems thinking
Preferred skills
vLLM, custom inference servers, Kubernetes, distributed systems, CUDA/C++ kernels, internal ML tooling
Responsibilities
Integrate open-source and third-party models, lead fine-tuning initiatives, optimize inference workloads for latency and throughput, benchmark model quality vs cost, improve inference startup times, build evaluation frameworks, monitor production performance, mentor engineers
Seniority
Senior, hands-on IC
