As a Senior AI Research Engineer at our company located in Noida (Hybrid), you will play a crucial role in our AI research team dedicated to revolutionizing the construction industry using cutting-edge deep learning, computer vision, and NLP technologies. Your primary responsibilities will involve working with unstructured data like blueprints, drawings (including SVGs), and PDF documents to develop intelligent systems. Your contributions will directly impact the scalability, accuracy, and efficiency of our products. **Roles & Responsibilities:**
Contribute to research and development projects focusing on Computer Vision or NLP and Deep Learning applied to construction-related data. - Develop and optimize models for extracting insights from various types of documents such as blueprints, scanned PDFs, and SVG files. - Participate in building multi-modal models that combine vision with language-based features (NLP/LLMs). - Adhere to best practices in data science and machine learning, including data-centric development, experiment tracking, model validation, and reproducibility. - Collaborate with cross-functional teams, including software engineers, ML researchers, and product teams, to translate research concepts into practical applications. - Write clean, scalable, and production-ready code using Python and frameworks like PyTorch, TensorFlow, or HuggingFace. - Keep abreast of the latest research in computer vision and machine learning and assess their relevance to challenges in the construction industry. **Skills & Requirements:**
4 to 7 years of experience in applied AI/ML and research with a strong emphasis on Computer Vision or NLP combined with state-of-the-art Deep Learning. - Previous experience working with extensive datasets and models. - Sound knowledge of image processing, visual document understanding, and feature extraction from visual data. - Proficiency in transformers, NLP, or LLM-based architectures. - Familiarity with SVG graphics is a plus. - Deep understanding of unsupervised learning techniques such as clustering, dimensionality reduction, and representation learning. - Proficiency in Python and ML frameworks like PyTorch, OpenCV, TensorFlow, and HuggingFace Transformers. - Hands-on experience with model optimization techniques like quantization, pruning, and knowledge distillation. **Good to have:**
Experience with version control systems (e.g., Git), project tracking tools (e.g., JIRA), and cloud environments (GCP, AWS, or Azure). - Familiarity with Docker, Kubernetes, and containerized ML deployment pipelines. - Strong analytical and problem-solving skills with a keen interest in developing innovative solutions; ability to prototype and iterate quickly. - Comfortable working in a dynamic, agile, startup-like environment with exceptional communication and collaboration skills. As a Senior AI Research Engineer at our company located in Noida (Hybrid), you will play a crucial role in our AI research team dedicated to revolutionizing the construction industry using cutting-edge deep learning, computer vision, and NLP technologies. Your primary responsibilities will involve working with unstructured data like blueprints, drawings (including SVGs), and PDF documents to develop intelligent systems. Your contributions will directly impact the scalability, accuracy, and efficiency of our products. **Roles & Responsibilities:**
Contribute to research and development projects focusing on Computer Vision or NLP and Deep Learning applied to construction-related data. - Develop and optimize models for extracting insights from various types of documents such as blueprints, scanned PDFs, and SVG files. - Participate in building multi-modal models that combine vision with language-based features (NLP/LLMs). - Adhere to best practices in data science and machine learning, including data-centric development, experiment tracking, model validation, and reproducibility. - Collaborate with cross-functional teams, including software engineers, ML researchers, and product teams, to translate research concepts into practical applications. - Write clean, scalable, and production-ready code using Python and frameworks like PyTorch, TensorFlow, or HuggingFace. - Keep abreast of the latest research in computer vision and machine learning and assess their relevance to challenges in the construction industry. **Skills & Requirements:**
4 to 7 years of experience in applied AI/ML and research with a strong emphasis on Computer Vision or NLP combined with state-of-the-art Deep Learning. - Previous experience working with extensive datasets and models. - Sound knowledge of image processing, visual document understanding, and feature extraction from visual data. - Proficiency in transformers, NLP, or LLM-based architectures. - Familiarity with SVG graphics is a plus. - Deep understanding of unsupervised learning techniques such as clustering, dimensionality reduction, and representation learning. - Prof