A leading AI research firm in Poland seeks an AI Researcher to optimize inference systems for large-scale machine learning models. The ideal candidate has a strong background in machine learning and deep learning, along with experience in optimizing inference performance. Responsibilities include designing evaluation pipelines, collaborating with engineering teams, and translating research insights into production-ready systems. Familiarity with tools like PyTorch and Triton is essential. This role offers a unique opportunity to drive innovation in AI systems.
Qualifications
Strong background in machine learning, deep learning, or AI systems.
Hands-on experience optimizing inference for large-scale models.
Proficiency in Python and modern ML frameworks.
Responsibilities
Research and develop techniques to optimize inference performance.
Improve latency, throughput, memory efficiency, and cost per inference.
Design and evaluate model-level optimizations.
Skills
Machine learning
Deep learning
Inference optimization
Python
Communication skills
Tools
PyTorch
Triton
TensorRT
ONNX Runtime
Job description
A leading AI research firm in Poland seeks an AI Researcher to optimize inference systems for large-scale machine learning models. The ideal candidate has a strong background in machine learning and deep learning, along with experience in optimizing inference performance. Responsibilities include designing evaluation pipelines, collaborating with engineering teams, and translating research insights into production-ready systems. Familiarity with tools like PyTorch and Triton is essential. This role offers a unique opportunity to drive innovation in AI systems.