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Tri-global Solutions Group Inc.

Human-Centered AI Research Intern, Human Language Models

Tri-global Solutions Group Inc.

. Scope a research project aligned with TRI’s core research efforts .

Posted 11/4/2026internshipLos Altos • California • United StatesEntry Level💰 $45 - $65 per hourWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in AI/ML research with a focus on language-based generative models, evaluation methodologies, and human-centered approaches. Proven ability to communicate findings effectively and engage in strategic discussions that connect research to business impact.

Highest-signal resume keywords
Ph.D. In AI/ML Or Related FieldResearch Experience With LLMsPython ProgrammingExperience With PyTorchExcellent Communication Skills

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills
Research Project ScopingModel DevelopmentEvaluation DesignLLM Evaluation And BenchmarkingPersonalization And User ModelingLLM Post-Training And AlignmentComputational Human Modeling
Soft Skills
Teamwork SkillsCommunication Skills
Industry Keywords
Human-Centered ResearchBehavioral ScienceComputational Social ScienceAdaptive Behavior Systems

Tech Stack

Tools & technologies
PythonPyTorch

About the role

Key responsibilities & impact
  • Scope a research project aligned with TRI’s core research efforts
  • Drive the technical plan, including problem formulation, model development, and evaluation design, with mentor and teammate feedback
  • Execute the project using TRI resources
  • Present the project’s approach and findings to the Adaptive Behavior Systems Department, HCAI Division, TRI, and Toyota business-group stakeholders
  • Study how language-based generative machine learning models represent human intentions and behavior
  • Develop methods for evaluating how well models capture individual differences and diverse human perspectives
  • Engage in strategy discussions connecting research to business impact at Toyota
  • Produce work that informs internal strategy and may be publishable in an academic journal or conference

Requirements

What you’ll need
  • Ph.D. Student in related fields - AI/ML, computer science, computational social science, or related field
  • Research experience with LLMs and a publication record in relevant topics, including LLM evaluation and benchmarking, personalization and user modeling, LLM post-training and alignment, and computational human modeling
  • Experience with Python programming and DL frameworks like PyTorch
  • Interest in human-centered research, such as behavioral science and computational social science
  • Excellent communication and teamwork skills

Benefits

Comp & perks
  • Medical insurance
  • Dental insurance
  • Vision insurance
  • Paid time off benefits, including holiday pay and sick time