AI Model Architect

1 week ago

Gurgaon, India DeepRunner AI Full time

Role OverviewWe are seeking a highly skilled and innovative AI Model Architect to lead the development and refinement of our core AI models. You will be responsible for the post-training optimization, fine-tuning, and reinforcement learning strategies that drive the performance and efficiency of our AI-powered automation solutions. This role is critical in ensuring our models are robust, scalable, and deliver exceptional accuracy and value to our clients. You will be a key technical leader, shaping the future of our AI capabilities.Qualifications· 5+ years of experience in AI/Machine Learning model development and deployment.· Deep understanding of foundational model architectures (e.g., Transformers, LLMs, Diffusion Models).· Proven experience in post-training techniques such as quantization, pruning, and knowledge distillation.· Strong expertise in fine-tuning large language models (LLMs) and other foundational models for specific downstream tasks.· Solid understanding of reinforcement learning algorithms (e.g., Proximal Policy Optimization, Deep Q-Networks) and their applications.· Proficiency in model evaluation metrics and benchmarking techniques.· Strong programming skills in Python and experience with deep learning frameworks (TensorFlow, PyTorch).· Experience with cloud-based machine learning platforms (AWS SageMaker, Google Vertex AI, Azure Machine Learning).· Master’s or PhD in Computer Science, Artificial Intelligence, or related field.· Excellent communication and collaboration skills.· Experience with distributed training and model parallelism.· Experience with model serving and deployment infrastructure (e.g., TensorFlow Serving, TorchServe).· Experience with data augmentation and synthetic data generation techniques.· Publications in leading AI/Machine Learning conferences or journals.· Experience with techniques to improve model interpretability and explainability.

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