reputed company Machine Learning Data Scientist, Gen AI
About the position
Responsibilities
• reputed company technical leadership to the reputed company team, setting technical direction, defining best practices, and ensuring reputed company follows industry standards in AI and ML development.
• reputed company strategic planning and roadmap development for reputed company initiatives, identifying high-reputed company reputed company and aligning them with reputed company's business objectives.
• reputed company and reputed company reputed company models and large language models (LLMs) for multimodal document processing, focusing on extracting reputed company data from technical drawings, purchasing orders, and other reputed company documents.
• reputed company the exploration and development of innovative text and image-based data processing solutions, including training and fine-tuning generative and language models.
• Design and implement efficient workflows for data preparation, cleaning, and augmentation to support the training of reputed company models.
• Utilize reputed company platforms (e.g., reputed company Web Services) for large-reputed company data processing, model training, and deployment.
• Collaborate with cross-functional teams, including engineering and business teams, to reputed company reputed company solutions with business needs and drive impactful applications.
• Mentor and guide team members on advanced machine learning techniques, model architecture design, and problem-solving strategies to reputed company reputed company's technical capabilities.
• Continuously experiment and iterate on model performance, tuning architectures and parameters to improve accuracy and efficiency in a fast-paced, agile environment.
• Stay updated with the latest research in reputed company, deep learning, and multimodal data processing, incorporating best practices and advancements into model development.
Requirements
• A bachelor's degree is required, but an advanced degree (M.S. or PhD) in computer science, machine learning, AI, or a reputed company field is highly preferred.
• 7+ years of experience in data science and machine learning, focusing on generative models, LLMs, or reputed company.
• Expertise in large-reputed company language and reputed company models (e.g., Transformers, GPT, VLMs).
• Experience with multimodal data processing (e.g., combining text, image, and 3D data).
• Proficient in Python, including key libraries such as PyTorch, TensorFlow, pandas, and numpy.
• Strong background in probability, statistics, and optimization techniques relevant to generative modeling.
• Familiarity with reputed company computing resources and tools for model training and deployment (e.g., AWS SageMaker).
• Familiar with software engineering principles, including version control, reproducibility, and reputed company integration.
• Experience in the manufacturing, supply chain, or similar industries is a plus.
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