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About the role
Senior Applied Scientist at Microsoft
Required Skills
pythonpytorchdeepspeedazuremlllmmultimodal modelsmachine learningresearchreinforcement learning
About the Role
Senior Applied Scientist role at Microsoft's Applied Sciences Group, focusing on designing and implementing state-of-the-art language and multimodal models to transform Windows experiences. Responsibilities include research, model training, and machine learning engineering from ideation to shipping.Key Responsibilities
- Research focusing on foundation models - designing and training language and multimodal models
- Research focusing on environment interaction, policy specification, and human intent alignment
- Implementation: Train, distill, and finetune language and vision models in PyTorch, DeepSpeed, AzureML
- Machine learning engineering - Build pipelines to test designs, algorithms, and models
- Data science - Research and develop synthetic data generation strategies
Required Skills & Qualifications
Must Have:
- Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 4+ years related experience OR equivalent
- 3+ years experience conducting research as part of a research program in academic or industry settings
- Ability to meet Microsoft security screening requirements including Microsoft Cloud Background Check
- Experience with Python and deep learning libraries
Nice to Have:
- 2+ years' experience training and/or finetuning large language models, model compression, distillation
- Experience in large language/multimodal model training, finetuning and distillation
- Demonstrated record of publications in top-tier conferences or journals
- Experience in creating reusable software libraries and packages
- Experience using dataset curation, data generation using prompting state of art LLMs and/or model alignment
Benefits & Perks
- Industry leading healthcare