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Principal (Lead) Machine Learning Engineer

RedRiver Systems, LLC | United States | 5d ago
full-time | remote | lead | 8+ years
skills: machine learning, multimodal ai, vision-language models, vlms, vlans, robotics, 3d understanding, cad, spatial computing, geometric deep learning, pytorch, llms, deep learning, model optimization, inference performance, large-scale deployment, python

🚀 Principal (Lead) Machine Learning Engineer – Vision-Language Models (VLA or VLM), Robotics

đŸ’Œ Fully Remote / Full-Time / Direct Hire (Salary + Bonus + Equity)

Join a fast-growing SaaS company transforming how people learn to assemble, install, and repair the physical world.

Our platform delivers 3D Intelligent Instructions¼ used by hundreds of global brands—combining interactive, touch-based experiences with cutting-edge technology. With 175% growth and recognition by Dallas 100 & Inc. 5000, we are redefining training through AI + spatial computing.

🌟 About the Role

We’re looking for a Principal (Lead) Machine Learning Engineer to serve as a foundational technical leader on our AI team.

This is not a traditional ML role. You’ll be working at the frontier of multimodal AI, solving open-ended problems that combine language, vision, and spatial reasoning—with no established playbooks.

🧠 What You’ll Do

  • Lead architecture and technical direction for the AI platform
  • Design and build novel ML systems for multimodal understanding and generation
  • Work across LLMs, vision models, and spatial reasoning systems
  • Develop training pipelines, evaluation frameworks, and model-serving infrastructure
  • Extend and adapt foundation models to a unique 3D instructional dataset
  • Tackle research-oriented challenges from concept → production
  • Mentor engineers and raise the bar for engineering excellence
  • Partner with AI leadership and executive team on strategy

🔎 What We’re Looking For

  • 8+ years in machine learning with production systems experience
  • Vision-Language Models (VLA or VLM), multimodal architectures, embodied AI, Robotics
  • 3D understanding, CAD, spatial computing, or geometric deep learning
  • Deep expertise in PyTorch (preferred) or similar frameworks
  • Strong experience with LLMs, multimodal models, or deep learning architectures
  • Comfortable working in ambiguous, research-heavy environments
  • Proven ability to lead complex technical initiatives
  • Model optimization, inference performance, and large-scale deployment
  • Publications, open-source contributions, or research impact
  • Startup or high-growth environment experience

đŸ”„ Why This Role Is Exciting

  • Work at the intersection of AI, 3D, and real-world problem solving
  • Build systems that don’t yet have industry playbooks
  • Shape the technical direction of a high-growth AI team
  • Leverage a unique proprietary dataset for multimodal learning
  • High visibility, high impact, and true ownership
  • Collaborate directly with executive leadership

Benefits

bonus · equity
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