Senior Machine Learning Engineer
Core
Develop innovative AI solutions for a media creation platform handling text, image, video, 3D, and audio modalities.
Role type
Senior Machine Learning Engineer (Multimodal AI)
Builds
AI media creation platform
Domain
AI / Media Generation
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, Kubernetes, distributed systems, CUDA/C++ kernels, internal ML tooling
Technologies
PyTorch, LoRA, PEFT, vLLM, Kubernetes, CUDA
Responsibilities
Integrate open-source and third-party models into the inference platform; Lead fine-tuning initiatives; Optimize inference workloads for latency and throughput; Benchmark model quality vs cost; Improve inference startup times and stability; Build evaluation frameworks and internal tooling; Monitor production performance; Mentor engineers
Seniority
Senior, hands-on IC
