Senior Machine Learning Engineer
We are looking for a Senior Machine Learning Engineer to design, build, and deploy large-scale ML systems that power our core AI products. You will collaborate with research scientists to bring models from prototype to production, optimize inference pipelines, and mentor junior engineers.
Обязанности
- Design and implement end-to-end ML pipelines from data ingestion to model serving
- Optimize model inference for latency and throughput at scale
- Collaborate with Research Scientists to productionize experimental models
- Build robust evaluation frameworks and monitoring systems
- Mentor junior ML engineers and conduct code reviews
- Contribute to architecture decisions for ML infrastructure
Требования
- 5+ years of experience in ML engineering or related field
- Strong proficiency in Python and ML frameworks (PyTorch, TensorFlow, or JAX)
- Experience deploying models to production at scale
- Solid understanding of distributed systems and cloud infrastructure (AWS/GCP/Azure)
- Experience with MLOps tools (MLflow, Kubeflow, or similar)
- Strong knowledge of data structures, algorithms, and software engineering best practices
Будет плюсом
- Experience with LLM fine-tuning and RLHF pipelines
- Familiarity with CUDA / GPU optimization
- Publications at top ML conferences (NeurIPS, ICML, ICLR)
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