Hewlett Packard Labs - Research Scientist - Generative AI

Hewlett Packard Labs - Research Scientist - Generative AI

  

This role has been designed as ‘’Onsite’ with an expectation that you will primarily work from an HPE office.

Who We Are:

Hewlett Packard Enterprise is the global edge-to-cloud company advancing the way people live and work. We help companies connect, protect, analyze, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights into outcomes at the speed required to thrive in today’s complex world. Our culture thrives on finding new and better ways to accelerate what’s next. We know diverse backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good. If you are looking to stretch and grow your career our culture will embrace you. Open up opportunities with HPE.

Job Description:

   

Hewlett Packard Enterprise is the global edge-to-cloud company advancing the way people live and work. We help companies connect, protect, analyze, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights into outcomes at the speed required to thrive in today’s complex world. Our culture thrives on finding new and better ways to accelerate what’s next. We know diverse backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good. If you are looking to stretch and grow your career our culture will embrace you. Open up opportunities with HPE.

Role Overview:
While generative AI models, such as Large Language Models (LLMs) and diffusion models, have reached unprecedented results, but they lack interpretability and are inefficient, especially when involved in complex reasoning and scientific quests. In the Emergent Machine Intelligence Team at Hewlett Packard Labs, we are dedicated to pushing the boundaries of what's possible with artificial intelligence. As a Research Scientist, you will be at the forefront of our efforts to develop groundbreaking generative AI models. You will be crafting cutting-edge algorithms and applications by augmenting state-of-the-art LLMs with extensive test-time compute, adopting concepts and tools from symbolic AI, incorporating physics simulators, and employing insight from statistical physics and non-equilibrium thermodynamics. You will work closely with a multidisciplinary team of engineers, researchers, and product managers, during full development cycles of pre-training, fine-tuning and inference to build scalable, efficient, and innovative GenAI systems. Join us to be a part of a team that shapes the future of high-performance AI.

Key Responsibilities:

• Conduct high-quality research in generative AI, including but not limited to designing algorithms and methods for pre-training and post-training of current autoregressive models and diffusion models for Multimodal data. 

• Design, implement, and validate new algorithms and models for Augmented LLM, pushing the boundaries of AI capabilities.

• Developing and prototyping novel algorithms and methods for fine-turning, retrieval augmented generation, and in-context learning for various generative models.

• Developing algorithms for training and inference in Energy-Based Models.

• Collaborate with cross-functional teams to apply research findings to develop new products or enhance existing ones.

• Publish research papers in top-tier journals and conferences, sharing findings with the broader scientific community.

• Stay abreast of the latest AI research and trends, identifying opportunities for innovation and improvement.

• Mentor junior researchers and engineers, fostering a culture of knowledge sharing and collaboration.

• Develop prototypes and proof-of-concept implementations to demonstrate the potential of research findings.

• Engage with the academic community by attending conferences, workshops, and seminars.

Required skills and experiences:

• PhD in Computer Science, Artificial Intelligence, Machine Learning, Physics, Mathematics, or other related fields.

• 3-5 years working experience with training and fine-tuning generative AI models including LLM, diffusion models, or Energy-Based Models.

• Proven track record of research in generative models, demonstrated through publications, patents, or publicly available projects.

• Proficiency in programming languages commonly used in AI research, such as Python, and experience with AI/ML frameworks (e.g., TensorFlow, PyTorch).

• Deep understanding of machine learning algorithms and principles, especially in the context of generative AI.

• Strong mathematical background, with excellent skills in areas such as statistics, probability, linear algebra.

• Creative and analytical thinking abilities, with a passion for solving complex problems.

• Excellent communication skills, capable of conveying complex ideas clearly and engaging with both technical and non-technical audiences.

Desired skills and experiences:

• Knowledge of computational physics, statistical physics, or quantum physics, and applying these principles to develop innovative AI algorithms and models.

• Experience in interdisciplinary research, applying AI to quantitative disciplines or naturel sciences such as physics, chemistry, biology, healthcare, environmental science, or financial markets. 

• Background in discrete optimization, combinatorial optimization, Monte Carlo methods, quantum-inspired algorithms, and applying these disciplines to enhance AI models.

• Programming experience in high-performance computing environments.

• Experience with cloud computing platforms, GPU computing, or FPGA.

• Active participation in the AI research community, including peer reviewed contributions.

Join us and make your mark!

We offer:
• A competitive salary and extensive social benefits
• Diverse and dynamic work environment
• Work-life balance and support for career development
• An amazing life inside the element! Want to know more about it?
Then let’s stay connected!
https://www.facebook.com/HPECareers
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HPE is an Equal Employment Opportunity/ Veterans/Disabled/LGBT and Affirmative Action employer. We are committed to diversity and building a team that represents a variety of backgrounds, perspectives, and skills. We do not discriminate and all decisions we make are made on the basis of qualifications, merit, and business need. Our goal is to be one global diverse team that is representative of our customers, in an inclusive environment where we can continue to innovate and grow together.

Accommodation of special needs for qualified candidates may be considered within the framework of the HPE Accommodation Policy.

Additional Skills:

Accountability, Accountability, Action Planning, Active Learning (Inactive), Active Listening, Agile Methodology, Agile Scrum Development, Analytical Thinking, Bias, Coaching, Creativity, Critical Thinking, Cross-Functional Teamwork, Data Analysis Management, Data Collection Management (Inactive), Data Controls, Design, Design Thinking, Empathy, Follow-Through, Group Problem Solving, Growth Mindset, Intellectual Curiosity (Inactive), Long Term Planning, Managing Ambiguity {+ 5 more}

What We Can Offer You:

Health & Wellbeing

We strive to provide our team members and their loved ones with a comprehensive suite of benefits that supports their physical, financial and emotional wellbeing.

Personal & Professional Development

We also invest in your career because the better you are, the better we all are. We have specific programs catered to helping you reach any career goals you have — whether you want to become a knowledge expert in your field or apply your skills to another division.

Diversity, Inclusion & Belonging

We are unconditionally inclusive in the way we work and celebrate individual uniqueness. We know diverse backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good.

Let's Stay Connected:

Follow @HPECareers on Instagram to see the latest on people, culture and tech at HPE.

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Job:

Engineering

Job Level:

TCP_03

    

States with Pay Range Requirement

The expected salary/wage range for a U.S.-based hire filling this position is provided below. Actual offer may vary from this range based upon geographic location, work experience, education/training, and/or skill level. If this is a sales role, then the listed salary range reflects combined base salary and target-level sales compensation pay. If this is a non-sales role, then the listed salary range reflects base salary only. Variable incentives may also be offered. Information about employee benefits offered can be found at https://myhperewards.com/main/new-hire-enrollment.html.

USD Annual Salary: $101,900.00 - $234,500.00

HPE is an Equal Employment Opportunity/ Veterans/Disabled/LGBT and Affirmative Action employer. We are committed to diversity and building a team that represents a variety of backgrounds, perspectives, and skills. We do not discriminate and all decisions we make are made on the basis of qualifications, merit, and business need. Our goal is to be one global diverse team that is representative of our customers, in an inclusive environment where we can continue to innovate and grow together. Please click here: Equal Employment Opportunity.

Hewlett Packard Enterprise is EEO F/M/Protected Veteran/ Individual with Disabilities.

   

HPE will comply with all applicable laws related to employer use of arrest and conviction records, including laws requiring employers to consider for employment qualified applicants with criminal histories. .