Note: The job is a remote job and is open to candidates in USA. Harnham is partnering with a well-funded startup building infrastructure for interactive, AI-powered experiences involving media generation and digital identity. The Senior Machine Learning Engineer will develop and deploy generative models for image, video, and 3D asset generation, integrate ML into creative products, and manage related infrastructure while collaborating across teams.
Responsibilities
- Design, train, and deploy ML models for high-quality image, video, and 3D asset generation
- Work across computer vision and graphics to generate meshes, textures, and motion
- Build and optimize generative models such as diffusion, GANs, and transformer-based architectures
- Integrate ML systems into user-facing creative tools and applications
- Collaborate with product, engineering, and creative teams to ship AI-powered features
- Manage ML infrastructure including datasets, experiments, and deployment pipelines
- Stay up to date with emerging research and apply new techniques to production systems
Skills
- • Master's degree or higher in Computer Science, Machine Learning, Computer Vision, or related field
- • 3+ years of experience in machine learning, computer vision, or computer graphics
- • Strong Python skills and experience with frameworks such as PyTorch or TensorFlow
- • Experience with generative models (diffusion, GANs, VAEs) and modern architectures (Transformers, ViTs, etc.)
- • Solid understanding of 3D graphics, computational geometry, or related areas
- • Experience working in cross-functional teams and communicating technical concepts clearly
- • Experience with 3D reconstruction, tracking, or geometry analysis
- • Familiarity with neural rendering techniques such as NeRF or Gaussian Splatting
- • Experience scaling ML models and optimizing training pipelines
- • Background in distributed training, data pipelines, and experiment tracking
- • Publications or contributions to research or open-source projects
Benefits
- Equity
- Remote work
Company Overview
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