Principal Applied Scientist

1 Month ago • 10-19 Years • Artificial Intelligence • Undisclosed

About the job

Job Description

Microsoft Teams is seeking a Principal Applied Scientist to design and build systems leveraging Large Language Models (LLMs) for enhanced user experiences. The role involves creating scalable systems that enable LLMs to reason over vast datasets and utilize lighter models for specific scenarios. Collaboration with research teams to build fine-tuned models and custom LLMs for product needs is crucial. Responsibilities include conducting applied science experiments, developing ML pipelines and algorithms, deploying conversational models at scale, and adhering to Responsible AI and Privacy Preserving Machine Learning best practices. The ideal candidate possesses extensive experience in machine learning, particularly with LLMs, natural language processing, and distributed systems. This is a chance to revolutionize productivity and innovation within Microsoft Teams.
Must have:
  • 10+ years technical engineering experience
  • 4+ years experience with complex distributed services
  • 7+ years experience with ML models (NLP)
  • Experience with LLMs and prompt engineering
  • Develop and deploy conversational models at scale
Good to have:
  • PhD in relevant field
  • Experience with PyTorch and TensorFlow
  • Experience with OpenAI or Azure OpenAI APIs
Perks:
  • Industry leading healthcare
  • Educational resources
  • Discounts on products and services
  • Savings and investments
  • Maternity and paternity leave
  • Generous time away
  • Giving programs
  • Networking opportunities

Overview

Microsoft Teams is the hub for teamwork that integrates all the people, content, and tools your team needs to be more engaged and effective. It is core to Microsoft’s modern work, modern life & modern education value prop.We are reinventing the way people communicate and work together across the globe.   We own the infrastructure that enables complex orchestration of Copilot workflows to put powerful AI capabilities at the user’s fingertips. 

 

AI is now going through a transformational change with the advent for LLMs,  we need an individual who has expertise in working with Large Language models (LLMs) who has designed scalable systems using LLMs. As a Principal Applied Scientist you will need to design and build systems that allow LLMs to reason over large amounts of data as well as leveraging lighter weight models in place for specific scenarios for specific scenarios. We are looking for an individual who has the proven capability of working with research teams and partnering with them to deliver joint solutions. This can range from working together to build fine-tuned models to coming up with ways to build custom LLMs for specific product needs.  

 

We are excited to hear from candidates who are passionate about making a significant impact on how people interact with their computers in the last 30 years, and who are excited about the opportunity to be at the forefront of growing new business for Microsoft. This is a rare chance to be part of a cutting-edge technology that is poised to revolutionize productivity and innovation. 

 

Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals. Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyond.

Qualifications

 Required Qualifications: 

  • Bachelor’s degree in computer science, or related technical discipline AND 10+ years technical engineering experience designing, building, and running cloud services at large scale in languages including, but not limited to, C#, C++, Java, JavaScript, or Python.  
    • OR equivalent experience. 
  • 4+ years of experience with design, implementation, debugging and testing of complex distributed services. 
  • 3+ years of experience shipping products through more than one development cycle. 
  • 7+ years of experience working on Machine Learning models specifically with Natural language-based models, vector databases and graph databases.   
  • Demonstrated experience working with Large Language Models and prompt engineering.    

Preferred Qualifications:

  • PhD in Computer Science, Mathematics, Physics, Electrical Engineering, or equivalent.  
  • 9+ years of experience in machine learning 
  • 5+ years using ML tools like Pytorch and TensorFlow 
  • Practical experience developing applications using prompt engineering, fine tuning, Open AI or Azure Open AI APIs. 
  • System development skills, with a long-range system view that leverages development ranging from rapid research prototypes to carefully architected complex systems. 

 

#MicrosoftTeams

Responsibilities

  • Conduct applied science experiments, create and validate metrics, develop ML pipeline and modeling algorithm in the area of Large Language Models, Natural Language Processing, Information Retrieval, and Machine Learning.  
  • Develop and deploy conversational and language understanding models at scale.  
  • Following and advancing best practices for Responsible AI and Privacy Preserving Machine Learning.  
  • Collaborate closely with Microsoft Research, Microsoft AI groups, Microsoft Azure, AI platform teams, and product teams to create the next generation of AI innovation in our products and services.  
  • Embody our  and .
Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.
Industry leading healthcare
Educational resources
Discounts on products and services
Savings and investments
Maternity and paternity leave
Generous time away
Giving programs
Opportunities to network and connect
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Microsoft is a tech giant that develops, licenses, and supports a range of software products, services, and devices.

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