Impact Analytics - Lead AI Engineer - Machine Learning

Responsibilities : - Solve complex business problems of the global supply chain and retail industry through Machine Learning, especially leveraging Generative AI. - Build cutting-edge GenAI solutions, leveraging both external assets (OpenAI/GCP Models) and IA's proprietary models, to address real-world problems efficiently. - Play a critical role in developing/evolving IA's industry-disrupting Foundational Model for Forecasting, and integrating the same into various product offerings. - Deliver AI R and D objectives for one or more projects, and work with other AI architects and CTO to design and develop new Deep Learning/GenAI architectures and algorithms. - Contribute to the IP generation process in the company, and work towards patenting key inventions. - Collaborate with various stakeholder groups to identify opportunities for applying GenAI to solve real-world problems. Requirements : - At least 8-10 years in Software and Machine Learning with At least 2-3 years in Generative AI. - At least 5-6 years in Deep Learning - Computer Vision or Natural Language Processing - Strong conceptual knowledge of Generative modeling techniques (i.e., Autoencoders, Diffusion, and Transformer architectures). - Efficient Fine-tuning mechanisms (i.e., Adapter training, Multi-task learning, etc. - Hyperparameter Optimization (especially Bayesian and Multi-fidelity Optimization techniques. - Strong understanding of the global GenAI ecosystem, and how it continues to evolve. - Proficiency in Python, and associated frameworks like TensorFlow or PyTorch. - Strong communication skills, including the ability to explain advanced technical concepts, ideas, and solutions to both technical and non-technical collaborators. - Ability to work under minimal supervision and in a fast-paced environment. - Candidates with prior experience in building or fine-tuning LLMs will be given preference. - Candidates with Masters or Ph.D in computing/systems, mathematics, machine learning, or related areas will be preferred (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 11/25/2024