Job Description

Collaborate with Innovative 3Mers Around the World

Choosing where to start and grow your career has a major impact on your professional and personal life, so it’s equally important you know that the company that you choose to work at, and its leaders, will support and guide you. With a diversity of people, global locations, technologies and products, 3M is a place where you can collaborate with other curious, creative 3Mers.

This position provides an opportunity to transition from other private, public, government or military experience to a 3M career.

The Impact You’ll Make in this Role

3M is seeking a talented and experienced GenAI Lead Orchestration Engineer to join our team. As a key member of our organization, you will be responsible for orchestrating and optimizing the GenAI RAG Architecture patterns, leveraging your expertise in Python and familiarity with Langchain. The ideal candidate will possess strong collaboration, communication, leadership, and contribution skills to drive the success of our projects.

As a GenAI Lead Orchestration Engineer, you will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world. Here, you will make an impact by:

Leading the design and implementation of GenAI RAG Architecture patterns, ensuring efficient orchestration and optimization of AI models.
Implementing cutting-edge technologies and techniques to enhance the performance and scalability of the GenAI platform.
Determining the best practices and guidelines for GenAI orchestration, ensuring seamless integration with existing systems and processes.
Supporting cross-functional teams by providing technical expertise, troubleshooting issues, and driving continuous improvement initiatives.

In this role, you will play a crucial part in driving the success of our GenAI projects, leveraging your expertise and leadership skills to deliver innovative solutions and contribute to the advancement of AI technology.

Key Responsibilities

Design, implement, and optimize GenAI RAG Architecture patterns for efficient orchestration.
Design and implement robust and scalable orchestration solutions for Gen AI platform.
Integrate and coordinate various AI services and components using APIs, messaging, and event-driven architectures.
Monitor and troubleshoot the performance and reliability of our orchestration layer.
Develop and maintain documentation and tests for our orchestration codebase.
Research and evaluate new technologies and frameworks for orchestration and automation.

Your Skills and Expertise 

To set you up for success in this role from day one, 3M requires (at a minimum) the following qualifications:

Bachelor's degree or higher (completed and verified prior to start) from an accredited institution
Eight (8) years of experience in software development in Python or Java in a private, public, government or military environment 
Five (5) years of experience in orchestration, automation, or DevOps using tools such as Github, Kubernetes, Airflow or other Opensource Technologies.

Additional qualifications that could help you succeed even further in this role include:

Master’s degree in Computer Science, Engineering from an accredited institution
Experience in GenAI orchestration in large manufacturing company.
Strong knowledge of AWS Cloud platform
Experience with RESTful APIs, message brokers, and event-driven architectures
Familiarity with NLP & AI concepts and frameworks, such as TensorFlow, PyTorch, or Scikit-learn
Excellent communication and collaboration skills
Passion for learning and innovation

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