Applied Researcher - GenAI

Key Skills

Aartificial intelligence, Deep Learning, Generative AI, Machine learning techniques, Natural Language Processing (NLP), Python Programming, PyTorch

Job Description

Microsoft GenAI is looking for Applied Researchers to join the team to build and optimize Large Language Models (LLMs) for various product usages as well as improving those from the perspective of Responsible AI. The work may include doing supervised fine-tuning of LLMs, applying Reinforcement Learning from Human Feedback in the process, and conducting thorough evaluation of those.

This new group, Microsoft GenAI, works on creating novel state-of-the-art AI models, related infrastructure, and customization tooling. It collaborates deeply with OpenAI and many Microsoft teams across the company, such as Azure AI Platform, Microsoft Research, and numerous product groups.

Qualifications

Required Qualifications

• Bachelor's Degree in Computer Science, Computational Linguistics, or related field AND 2+ years related experience

• OR Master's Degree in Computer Science, Computational Linguistics, or related field AND 1+ year(s) related experience

• OR Doctorate in Computer Science, Computational Linguistics, or related field

• OR equivalent experience.

Preferred Qualifications

• Doctorate in Computer Science, Computational Linguistics, or relevant field AND 1+ years related research experience OR equivalent experience.
• Rich experience in machine learning, particularly in NLP and deep learning.
• Experience with language model training and evaluation is a big plus.
• Experience with research in Responsible AI is a big plus.
• Proficiency in programming languages such as Python, and familiarity with machine learning frameworks including PyTorch and Triton.
• Experience with data processing and handling large datasets.
• Ability to work collaboratively in a team and communicate complex concepts effectively.

Applied Sciences IC3 - The typical base pay range for this role across the U.S. is USD $94,300 - $182,600 per year. There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $120,900 - $198,600 per year.

Certain roles may be eligible for benefits and other compensation. Find additional benefits and pay information here: https://careers.microsoft.com/us/en/us-corporate-pay

Responsibilities

• Model Development and Training, including pre/post-training.
• Data Preparation and Processing, as well as data curation and mixing.
• Rigorous Performance Evaluation on the pre-trained and/or post-trained models.
• Collaboration with product groups in Microsoft.
• Research and Innovation; staying updated with the latest research and developments in deep learning and NLP.