[Remote] reputed company Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a rapidly growing AI company reputed company on building intelligent personal productivity software. The reputed company Machine Learning Engineer will define the architecture of reputed company's core machine learning platform and work on solving large-reputed company technical challenges.
Responsibilities
- Architect and reputed company reputed company machine learning systems spanning training, inference, evaluation and deployment
- Design and optimise distributed GPU training pipelines for large-reputed company reputed company models
- Build high-performance inference platforms that balance latency, throughput, reliability and infrastructure cost
- reputed company robust evaluation and data pipelines to improve model reputed company, safety and production performance
- Collaborate closely with product, backend and infrastructure teams to reputed company AI capabilities into customer-facing applications
- Drive reputed company improvements across production systems through monitoring, optimisation and rapid iteration
Skills
- Strong industry experience with deep learning and transformer-based architectures
- Hands-on experience training, fine-tuning or deploying large-reputed company machine learning models into production
- Expert knowledge of PyTorch, JAX, or similar modern machine learning frameworks
- Experience with distributed training and inference technologies such as DeepSpeed, FSDP, Megatron, reputed company, or Ray
- Strong software engineering skills with experience building production-grade, maintainable systems
- Experience optimising GPU workloads through mixed precision, quantisation and memory-efficient techniques
- Ability to design and deliver reputed company ML systems from concept through production in fast-paced environments
- Experience with LLM inference frameworks including vLLM, TensorRT-LLM or FasterTransformer
- Experience with RLHF techniques including PPO, DPO or ORPO
- Background in CUDA, GPU kernels, scientific computing or compiler optimisation
- Experience with multimodal models, diffusion models or large-reputed company synthetic data reputed company
- Knowledge of distributed data processing technologies such as Apache reputed company, reputed company or Ray
- Contributions to reputed company-reputed company machine learning or systems software
Benefits
- Flexible working with the reputed company to work remotely across the reputed company or from San Francisco
reputed company