Machine Learning Engineer II

3 Months ago • 2 Years + • Artificial Intelligence

Job Summary

Job Description

This Machine Learning Engineer II role at Microsoft's AzureGenAI team focuses on adapting and grounding large language models for product-driven scenarios, specifically enhancing the custom copilot experience. Responsibilities include developing deep learning techniques for efficient adaptation of large-scale language models, using supervised fine-tuning and Reinforcement Learning from Human Feedback (RLHF). The work spans multiple stages of adaptation and requires collaboration with various Microsoft product groups. The ideal candidate will possess strong machine learning concepts, large model training experience, proficiency in Python, and a good understanding of cloud-native infrastructure and distributed systems.
Must have:
  • Bachelor's Degree in relevant field
  • 2+ years of experience
  • Solid grasp of ML concepts
  • Proficiency in Python
  • Understanding of cloud infrastructure
Good to have:
  • Experience in large language modeling
  • Publications in top-tier conferences
  • Familiarity with Triton, CUDA
  • Experience with large datasets
Perks:
  • Industry-leading healthcare
  • Educational resources
  • Product and service discounts
  • Savings and investment options
  • Maternity and paternity leave
  • Generous time away
  • Giving programs
  • Networking opportunities

Job Details

Overview

Our team in Azure GenAI is at the cutting edge of developing large language model technologies to power Azure AI Platform products and offering them as a service for both internal and external applications. We collaborate deeply with OpenAI and numerous Microsoft product teams, including GitHub and Office. 

 

The team is looking for a passionate, creative, and analytical individual contributor with a background in large language modeling. You will work on adapting and grounding large language models for product-driven scenarios. The focus will be on developing deep learning techniques to enhance the custom copilot experience through efficient adaptation of large-scale language models. The work will span multiple stages of adaptation, including supervised fine-tuning and post-training with Reinforcement Learning from Human Feedback (RLHF). 

 

We are looking for a Machine Learning Engineer II to join our team. 

 

Microsoft’s mission is to empower every person and every organization on the planet to achieve more, and we’re dedicated to this mission across every aspect of our company. Our culture is centered on embracing a growth mindset and encouraging teams and leaders to bring their best each day. Join us and help shape the future of the world.  

 

In alignment with our Microsoft values, we are committed to cultivating an inclusive work environment for all employees to positively impact our culture every day. 

Qualifications

Required Qualification:

 

  • Bachelor's Degree in Computer Science, Electrical or Computer Engineering, or related field AND 2+ years related experience (e.g., statistics, predictive analytics, research) 
  • Solid grasp of machine learning concepts, large model training and proficiency in Python or similar languages  
  • Good understanding of modern cloud native infrastructure, distributed systems and frameworks.

 

Preferred/Additional Qualifications: 

 

  • Rich experience in large language modeling and related areas. 
  • Publication in top-tier conferences on large language models is a big plus.  
  • Familiarity with Triton, CUDA 
  • Experience with data processing and handling large datasets.  
  • Ability to work collaboratively in a team and communicate complex concepts effectively

 

#IDCAIPlatformHiring

 

 

Ability to meet Microsoft, customer and/or government security screening requirements are required for this role. These requirements include but are not limited to the following specialized security screenings: Microsoft Cloud Background Check: This position will be required to pass the Microsoft Cloud background check upon hire/transfer and every two years thereafter.

Responsibilities

  • Development for OpenAI models customization and large scale training 
  • Data preparation, training and evaluation of customization tasks 
  • Scaling Engineering system and Enterprise readiness 
  • Collaboration with product groups in Microsoft
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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