Inactive
H

HRL Laboratories

Cognitive systems R&D for human-machine collaboration

Graph Machine Learning Summer Intern

AI & Machine LearningPosted on Aug 3, 2023
Internship · Summer 2023Calabasas, CA, USANo salary listed

About the Job

Requirements

  • Research experiences in graph mining, graph representation learning, and their real-world applications to (e.g., cybersecurity, social network, and business analytics)
  • Proficient in at least one major coding language (e.g., Python, Java, C++) and graph machine learning framework (e.g., PyTorch Geometric, Deep Graph Library)
  • Experience working with knowledge graphs, graph data models (e.g., RDF, LPG), graph databases (e.g., Neo4J, TigerGraph), and graph query languages (e.g., SPARQL, Cypher)
  • Research experiences with Computer vision and Natural Language Processing
  • Publications in top-tier research conferences and journals
  • Good communication (verbal and written) skills
  • Active participation in R&D team activities is required
  • Able and willing to occasionally travel
  • U.S. Person status

Responsibilities

  • Perform research and development in graph machine learning and its intersection with other relevant research areas, including network science, computer vision, and natural language processing
  • Tasks will include the development, simulation, evaluation, and implementation of graph computing algorithms applied to a variety of applications
  • Additional job functions include solving customer problems, writing invention disclosures, publishing papers, briefing customers, writing proposals, and assisting in marketing HRL expertise

Desired Qualifications

  • Experience working with SQL databases (any variants) and distributed AI computing frameworks (e.g., Ray, Spark, Hadoop) is a plus
  • Expertise in one or more of the following areas: Graph Neural Networks, Resource-efficient Graph Learning, Trustworthy Graph Learning, Explainable AI, Text Mining, Vision-Language Modeling, and Multi-modal Machine Learning

About the Company

HRL Laboratories

Cognitive systems R&D for human-machine collaboration

HRL Laboratories conducts research and development in cognitive systems and human–machine collaboration for defense and high-tech clients. It creates AI/ML-powered cognitive architectures and interfaces that help machines understand sensemaking and assist human memory, enabling more autonomous and scalable decision-making systems. Its solutions are built through project-based work for government agencies, defense contractors, and private sector partners, often involving patented technologies and collaborations with academia. The company differentiates itself with a focus on integrated cognitive architectures, memory enhancement techniques, and neurosynchrony, applying these to real-world applications in government and industry. Its goal is to improve how humans and machines interact to enhance cognitive performance and decision quality across complex, high-stakes environments.

Company size
501-1,000
Company stage
Grant
Total funding
$2M
Headquarters
Malibu, CA
Founded
1997

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