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Ideogram1 week ago

Research Engineer / Research Scientist (Post-training)

On-site · New York City, New York, United States or Toronto, Ontario, Canada

Type
Full Time
Level
Mid Level
Education
Not Specified
Company size
Startup
Industry
AI Software

Job Summary

Develop the post-training pipeline for text-to-image foundation models end to end, from data strategy to deployment, advancing techniques such as RLHF and RLAIF, and working on personalization/customization. Contribute to post-training research that drives measurable gains and implement high-throughput fine-tune/eval pipelines. Collaborate with a creative and ambitious team of engineers and researchers shaping the future of the creative economy.

Required Qualifications

  • 5+ years of experience developing machine learning models in JAX, PyTorch, or TensorFlow
  • Experience implementing ML foundations (e.g., Transformer, VAE, Diffusion models) from scratch
  • Track record in machine learning innovation and familiarity with deep learning and advanced ML
  • End-to-end understanding of generative media applications and excitement for advancing state-of-the-art in generative AI
  • Ability to debug ML models to iteratively improve quality and performance
  • Nice to have: Kubernetes and Docker familiarity
  • Optional: CUDA kernel code experience
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Ideogram

Research Engineer / Research Scientist (Post-training)

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