Tags: jd HaiperAI DataScientist
Machine Learning Engineer/Scientist Generative AI Haiper · Canada 6 days ago · Over 150 applicants
At Haiper, we are on a mission to redefine the landscape of Perceptual Foundation Models. We are assembling a team of the brightest minds in the machine learning domain, and we invite you to be a part of this transformative journey.
Position Overview:
We are in search of seasoned Machine Learning Engineers/Scientists with profound expertise in Generative AI. As a member of the Haiper ML team, you will be at the forefront of developing and implementing state-of-the-art generative models and applications that redefine the capabilities of vision foundation models.
Key Responsibilities:
- Train large models on GPU clusters or distributed GPU environments for large-scale datasets and complex workloads;
- Develop and implement scalable inference pipelines to deploy the models into production environments;
- Maintain comprehensive documentation of academic papers, models, algorithms, and research findings for knowledge sharing within the team
- Stay up-to-date with the latest advancements in Generative AI, conduct research, and explore innovative techniques to improve model quality and efficiency
Requirements:
- PhD? or Master’s in Computer Science with considerable experience in at least one of the following areas: Machine Learning, Computer Vision, NLP or related areas;
- Extensive hands-on ability in training large neural models;
- Proven experience as a Machine Learning Engineer/Scientist, with a strong focus on Generative AI projects
- Demonstrated expertise in training and optimising generative models
- Strong coding skills with deep learning frameworks (e.g. Pytorch, Tensorflow etc.) and distributed training frameworks (e.g. Deepspeed) or CUDA;
- Experience with data preprocessing and data augmentation techniques
- Excellent problem-solving and analytical abilities
- Effective communication and collaboration skills
Candidates with published papers in top conferences are preferred (e.g. NeurIPS?, ICML, ICLR, CVPR, ICCV, ECCV, ACL, EMNLP etc.)-