ML engineer

21099414

Obowiązki

• Investigate and experiment with new model architectures to improve existing ML models, training pipelines, and run-time inference performance
• Creatively balance the demands of production-level software engineering with exploratory research and development
• Work with teams to develop and improve ML pipelines that go all the way from R&D to at-scale deployment

Wymagania

• Extensive experience working with large production codebases
• Experience using PyTorch, TensorFlow, or similar tools
• Hands-on experience with ML model deployment and inference in a production environment
• Experience with sequence-to-sequence neural networks (e.g. LSTMs, GRUs, Transformers, etc) in any domain
• Deep understanding of Machine Learning mathematics and linear algebra

Źródło: IBM Polska/Praca