Artificial Intelligence Researcher
il y a 4 jours
Job Title:
AI Researcher
Location:
Paris, France
Key Responsibilities
- Conduct original research in
distributed and parallel computing
for large-scale AI model training and inference. - Develop novel methods for
automatic parallelization, computation graph optimization, and numerical efficiency
. - Collaborate with Huawei's global research and engineering teams to transfer research outcomes into real-world AI systems.
- Publish results in top-tier conferences and journals (e.g.,
NeurIPS, ICML, ICLR, MLSys, OSDI, SC
). - Contribute to
open-source initiatives
or community research collaborations in AI infrastructure.
Focus Areas
- Distributed Parallelism:
Automatic, pipeline, and tensor parallelism; communication optimization. - Graph Optimization:
Dynamic/static graph scheduling, compiler-based optimization. - Numerical Computation:
Sparse/mixed-precision training, low-rank decomposition, and dimensionality reduction. - Heterogeneous Computing:
Integration across CPUs, GPUs, NPUs, and custom accelerators.
Requirements
- Ph.D. or equivalent experience in
Computer Science, Electrical Engineering, or a related field
. - Strong background in
distributed systems, AI infrastructure, compiler optimization, or numerical computing
. - Proven ability to publish in top-tier venues or deliver impactful research results.
- Experience with large-scale AI or HPC platforms preferred.
- Fluent in English; French proficiency is a plus.
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