What are the responsibilities and job description for the Machine Learning Engineer, Associate position at Jobright.ai?
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Job Summary:
Liquid AI is an MIT spin-off focused on building capable and efficient general-purpose AI systems. They are seeking a highly skilled Member of Technical Staff - Vision-Language Model Data to play a critical role in the development of Liquid Vision-Language models, focusing on the gathering of high-quality vision-language midtraining and SFT datasets.
Responsibilities:
• Create and maintain data processing, cleaning, filtering, and selection pipeline that can handle image-text data
• Watch out for the release of public high quality VLM datasets
• Create and maintain synthetic data augmentation pipeline to enhance VLM data quality
• Work with the multimodal vision team to run ablations on new datasets
Qualifications:
Required:
• Experience Level: B.S. 5 years experience or M.S. 3 years experience or Ph.D. 1 year of experience
• Dataset Engineering: Expertise in data curation, cleaning, augmentation, and synthetic data generation techniques
• Machine Learning Expertise: Ability to write and debug models in popular ML frameworks, and experience working with LLMs and VLMs
• Software Development: Strong programming skills in Python, with an emphasis on writing clean, maintainable, and scalable code
Preferred:
• M.S. or Ph.D. in Computer Science, Electrical Engineering, Math, or a related field
• Experience fine-tuning or customizing LLMs and VLMs
• 2 years working in computer vision
• First-author publications in top ML or vision conferences (e.g. NeurIPS, ICML, ICLR, CVPR, ICCV)
• Contributions to popular open-source projects
Company:
Build efficient general-purpose AI at every scale. Founded in 2023, the company is headquartered in Cambridge, Massachusetts, USA, with a team of 51-200 employees. The company is currently Growth Stage. Liquid AI has a track record of offering H1B sponsorships.
