Senior Research Engineer - Video

Canva · Enterprise · London, United Kingdom · Information Technology

Senior Research Engineer focused on building and shipping next-generation generative video technology. This role involves translating multimodal generative AI research into production-grade solutions, optimizing models for efficiency and latency, and building sustainable ML pipelines.

What you'd actually do

  1. Partnering with Research Scientists on research in multimodal generative AI, translating theory into practical applications
  2. Porting experimental Python code to scalable, testable, and production-grade solutions, incorporating performance benchmarks and robust testing practices
  3. Designing, developing, and implementing innovative model architectures and algorithms for multimodal design generation
  4. Building sustainable ML pipelines that support continuous integration, deployment, and monitoring of generative models in production environments
  5. Optimizing and scaling models for efficiency, latency, and throughput across large distributed systems

Skills

Required

  • developing generative AI models (Diffusion Models, GANs, or Transformers)
  • managing and optimizing large-scale distributed training (e.g. across 100s of GPUs)
  • ML principles
  • PyTorch
  • clean code
  • rigorous testing
  • CI/CD workflows
  • robust observability in production
  • end-to-end ownership
  • pragmatic solutions
  • clear communication
  • collaboration

Nice to have

  • multimodal generative AI
  • video generation models

What the JD emphasized

  • production-grade solutions
  • production environments
  • production incidents
  • large-scale distributed training
  • rigorous testing
  • robust observability

Other signals

  • shipping generative video models
  • multimodal generative AI
  • production-grade solutions
  • ML pipelines
  • optimizing and scaling models