Principal Machine Learning Data Scientist - Gen AI

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Requirements:

• A bachelor’s degree is required; an advanced degree (M.S. or PhD) in computer science, machine learning, AI, or related field is preferred.
• 7+ years of experience in data science and machine learning focusing on generative models, LLMs, or computer vision.
• Expertise in large-scale language and vision models such as Transformers, GPT, and VLMs.
• Experience with multimodal data processing.
• Proficient in Python with libraries like PyTorch, TensorFlow, pandas, and numpy.
• Strong background in probability, statistics, and optimization techniques for generative modeling.
• Familiarity with cloud computing resources for model training and deployment.
• Knowledge of software engineering principles including version control and continuous integration.
• Experience in manufacturing, supply chain, or related industries is a plus.

Responsibilities:

• Provide technical leadership to the Generative AI team, setting technical direction and ensuring adherence to industry standards.
• Lead strategic planning for generative AI initiatives, aligning with Xometry’s business objectives.
• Develop and deploy generative AI models for multimodal document processing.
• Design efficient workflows for data preparation and augmentation.
• Utilize cloud platforms for data processing and model deployment.
• Collaborate with cross-functional teams to drive impactful applications.
• Mentor team members on advanced machine learning techniques.
• Experiment with model performance to improve accuracy and efficiency.
• Stay updated with latest research in generative AI.