AI Model Architect

3 weeks ago

Gurugram Haryana India, IN DeepRunner AI Full time

Role Overview

We 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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