Lead GenAI Orchestration Engineer

Job Description:

GenAI Lead Orchestration Engineer

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

#LI-hydbrid

Work location:

• Hybrid Eligible (Job Duties allow for some remote work but require travel to Maplewood, MN at least 2 days per week)

Travel: May include up to 10% international

Relocation Assistance: May be authorized

Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status).

Supporting Your Well-being

3M offers many programs to help you live your best life - both physically and financially. To ensure competitive pay and benefits, 3M regularly benchmarks with other companies that are comparable in size and scope.

Chat with Max

For assistance with searching through our current job openings or for more information about all things 3M, visit Max, our virtual recruiting assistant on 3M.com/careers.

Applicable to US Applicants Only:The expected compensation range for this position is $177,961 - $217,508, which includes base pay plus variable incentive pay, if eligible. This range represents a good faith estimate for this position. The specific compensation offered to a candidate may vary based on factors including, but not limited to, the candidate's relevant knowledge, training, skills, work location, and/or experience. In addition, this position may be eligible for a range of benefits (e.g., Medical, Dental & Vision, Health Savings Accounts, Health Care & Dependent Care Flexible Spending Accounts, Disability Benefits, Life Insurance, Voluntary Benefits, Paid Absences and Retirement Benefits, etc.). Additional information is available at: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/.

Learn more about 3M's creative solutions to the world's problems at www.3M.com or on Twitter @3M.

Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties.

Our approach to flexibility is called Work Your Way, which puts employees first and drives well-being in ways that enable 3M's business and performance goals. You have flexibility in where and when work gets done. It all depends on where and when you can do your best work.

Pay & Benefits Overview: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/

3M is an equal opportunity employer. 3M will not discriminate against any applicant for employment on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status.

Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.

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