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Remote Senior Machine Learning Research Engineer Job in Northern Ireland, UK Microsoft
Senior Machine Learning Research Engineer
Microsoft
£ -
BLAS
Computer Architecture
Convolutional Neural Networks
Linear Algebra
Machine Learning
Optimization
Optimization Strategies
Pytorch
Tensorflow
Mid-level (3-4 years)
-
Northern Ireland
UK
229460+ employees
Gaming
Technology
Media
Entertainment
Open for applications
Role
Who you are
MS/PhD in Machine Learning, Computer Architecture/Systems, High-Performance Computing or related areas
2+ years of experience in ML systems research
Track record of original research and delivering novel results in ML systems area
Hands on experience with frameworks such as Pytorch/Tensorflow/TensorRT
Deep knowledge of CNN/transformer architecture and optimization strategies – quantization, sparsity, NAS, sharding, KV Cache, Flash Attention
Strong programming skills in Python/C/C++
Experience in implementing low-level linear algebra/BLAS kernels and performance optimisations
Outstanding communication skills
What the job involves
You will be involved with both model development, data type analysis, ML/HW co-design.
You will drive model/HW codesign, develop and analyze novel NN architectures.
Invent novel low-precision data formats and model architectures.
Collaborate with data scientists, ML researchers, HW architecture, and SW framework teams.
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Company mission
To empower every person and every organization to achieve more. We believe technology can and should be a force for good, contributing to a brighter world. Our culture embraces curiosity, progress, and learning together.
Company values
Empowerment
Innovation
Curiosity
Progress
Company HQ
Redmond
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