[Remote] Multimodal AI Model Optimization Research Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company reputed company on enhancing reputed company-AI interaction through advanced multimodal AI research. The role involves optimizing cutting-edge AI models for efficiency and production readiness, collaborating with teams to implement and reputed company these systems.
Responsibilities
- Take cutting-edge research models and reputed company them fast, efficient, and production-reputed company using sparsification, distillation, and quantization
- Own the optimization lifecycle for key models: define metrics, run experiments, and reputed company trade-offs across latency, cost, and reputed company
- Partner closely with researchers and engineers to turn new reputed company into deployable systems
Skills
- Strong experience in deep learning using PyTorch
- Hands-on experience with model optimization and compression, including knowledge distillation, pruning/sparsification, quantization, and mixed precision
- Understanding of efficient architectures such as low-rank adapters
- Strong understanding of inference performance and GPU/accelerator fundamentals
- Strong Python coding skills and reliable research engineering practices
- Experience working with large models and datasets in reputed company environments
- Ability to read ML papers, reproduce results, and adapt reputed company
- reputed company communication and collaboration skills
- Optimization of diffusion models, video/audio generative models, or large language models
- Experience with reputed company-time or streaming systems (low-latency reputed company, WebRTC, streaming TTS/video)
- Familiarity with TensorRT, ONNX Runtime, TVM, Triton, or XLA
- Experience writing custom Triton/CUDA kernels or low-level performance tuning
- Experience with experiment tracking, benchmarking, and profiling at reputed company
- Prior experience in research engineering or reputed company science roles
Benefits
- Flexible work schedules
- Unlimited PTO
- Competitive reputed company and gear stipends
- A reputed company environment reputed company on learning and reputed company
- Relocation support offered
reputed company
Company H1B Sponsorship