Hewlett Packard Labs -- Senior AI/ML Research Scientist at Hewlett Packard Enterprise

Santa Barbara, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Expertise in generative AI, including Large Language Models (LLMs) and diffusion models
Experience with pre-training, fine-tuning, and inference of autoregressive and diffusion models for multimodal data
Knowledge of symbolic AI, physics simulators, statistical physics, and non-equilibrium thermodynamics
Ability to design, implement, and validate new algorithms and models for augmented LLMs
Proficiency in developing algorithms for fine-tuning, retrieval augmented generation, in-context learning, and Energy-Based Models
Strong research background with ability to publish in top-tier journals and conferences
Experience collaborating with cross-functional teams (engineers, researchers, product managers)
Skills in prototyping and proof-of-concept implementations
Ability to stay current with latest AI research trends
Mentoring experience for junior researchers and engineers

Responsibilities

Conduct high-quality research in generative AI, designing algorithms for pre-training and post-training of autoregressive and diffusion models for multimodal data
Design, implement, and validate new algorithms and models for augmented LLMs
Develop and prototype novel algorithms for fine-tuning, retrieval augmented generation, and in-context learning for various generative models
Develop algorithms for training and inference in Energy-Based Models
Collaborate with cross-functional teams to apply research findings to new products or enhancements
Publish research papers in top-tier journals and conferences
Stay abreast of the latest AI research and trends, identifying innovation opportunities
Mentor junior researchers and engineers
Develop prototypes and proof-of-concept implementations to demonstrate research potential
Engage with the academic community through conferences, workshops, and seminars

Skills

Machine Learning

Generative AI

Large Language Models

Diffusion Models

Scientific Computing

Hewlett Packard Enterprise

Provides enterprise IT solutions and services

About Hewlett Packard Enterprise

Hewlett Packard Enterprise provides enterprise IT solutions with a focus on cloud services, artificial intelligence, and edge computing. Their products include HPE Ezmeral for managing containers, HPE GreenLake for cloud services, and HPE Aruba for networking. These solutions help businesses improve their performance and adapt to digital changes. HPE's business model includes selling hardware, software, and services, as well as offering subscription-based services and long-term contracts. What sets HPE apart from competitors is its commitment to open-source projects and its active developer community, which supports collaboration and innovation. The company's goal is to empower organizations to transform digitally and optimize their operations.

Houston, TexasHeadquarters

1939Year Founded

IPOCompany Stage

Hardware, Enterprise Software, AI & Machine LearningIndustries

10,001+Employees

Risks

Integration challenges with Juniper Networks may delay AI-driven networking benefits.

Competition from startups like Flywheel could impact HPE's AI and cloud services.

HPE's acquisition strategy may strain resources and distract from core operations.

Differentiation

HPE's GreenLake offers a unique hybrid cloud platform for diverse IT environments.

HPE Ezmeral provides advanced container management, enhancing enterprise AI and analytics capabilities.

HPE's Aruba solutions integrate cloud security and networking for seamless, secure connectivity.

Upsides

HPE's acquisition of Juniper Networks boosts AI-driven innovation in networking.

OpsRamp acquisition enhances HPE's IT management with AI-based automation capabilities.

Axis Security integration strengthens HPE's cloud security offerings with SASE solutions.

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