Impact Analytics - R&D Architect/Senior Architect - Artificial Intelligence

About the job : The impact that you will be making : - Solve complex business problems of the global supply chain & retail industry through Artificial Intelligence, especially through Deep Learning & Reinforcement Learning. - Build cutting-edge Generative AI solutions (including leveraging external assets like ChatGPT) to efficiently address real-world problems. - Lead R&D projects for solving critical Operations Research problems through Artificial Intelligence (i.e., Deep Q-Learning). - Build product-specific AI roadmaps, design and develop new algorithms, and integrate these algorithms into the relevant product offerings. - Lead the Machine Learning life-cycle for multiple products - experimentation, proof-of-concept, model development, testing, deployment, and monitoring. - Solve non-routine, challenging problems, often on sparse or incomplete data sets. - Define evaluation strategies to measure the performance of complex AI systems. - Systematic study of the latest research and industry developments in AI. - Envisage next-generation challenges, and proactively recommend solutions to solve them. - Facilitate the IP generation process in the company, and works towards patenting key inventions. What lands you in this role : - Minimum 10 years in Software Engineering & Machine Learning with at least 4 to 6 years in one or more of the following AI areas : 1. Deep Learning 2. Natural Language Processing 3. Computer Vision 4. Reinforcement Learning 5. AI Planning & Scheduling - Strong expertise in complex pattern recognition through ML frameworks like PyTorch, TensorFlow, Keras, etc. - Experienced in end-to-end development and productionization of large-scale AI solutions, including a strong understanding of MLOps/ModelOps. - Strong communication skills, including the ability to explain advanced technical concepts, ideas, and solutions to both technical and non-technical collaborators. - (Preferred) Working knowledge of Dynamic Programming. - (Preferred) Strong knowledge of evolutionary/genetic Algorithms, dynamic programming, combinatorial optimization, etc. - (Preferred) Track record of publishing/presenting technical papers in reputed journals/conferences, filing patents, etc (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 11/25/2024