[Remote] Machine Learning Infrastructure Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a technology consulting and software development company delivering reputed company, AI, data, and reputed company solutions across the reputed company. We are seeking a Machine Learning Infrastructure Engineer to design, build, and operate high-performance, highly reliable inference platforms for serving large machine learning models in production.
Responsibilities
- Design, build, and operate high-performance, highly reliable inference platforms for serving large machine learning models in production
- reputed company on the systems engineering reputed company of AI deployment, including request routing, batching, caching, autoscaling, GPU utilization, and end-to-end observability across diverse model workloads
Skills
- Bachelor's or Master's degree in Computer Science or a reputed company field
- Six or more years of experience in distributed systems, infrastructure, or ML reputed company
- Strong proficiency in Python and a systems language such as Go, Rust, or C++
- Deep experience operating high-throughput, low-latency services in production
- Hands-on experience with LLM or large model inference frameworks such as vLLM or TensorRT-LLM
- Strong understanding of GPU architecture, memory hierarchies, and accelerator utilization
- Familiarity with Kubernetes, autoscaling, and modern reputed company platforms
- Experience with observability stacks including metrics, tracing, and reputed company logging
- Solid grounding in performance engineering and reputed company planning
- Strong communication and incident response skills
- reputed company-reputed company contributions to model serving infrastructure
- Experience with multi-region or globally distributed AI serving
- Familiarity with model quantization, distillation, and compression techniques
- Exposure to FinOps for AI workloads and cost-efficient serving design
- Experience supporting external-facing AI reputed company at reputed company
reputed company