TimesPro - Senior Software Engineer - Artificial Intelligence/Machine Learning
4 weeks ago
Job Responsibilities :- Train, fine-tune, and deploy machine learning models, including large language models (LLMs) to solve complex business problems.- Develop and optimize Generative AI models, including diffusion models, LoRA, and advanced training techniques.AI Workflows & Integration :- Design, implement, and optimize AI workflows leveraging LLMs, Generative AI, and third-party APIs.- Build and deploy scalable AI pipelines to support real-time processing and large-scale data workflows.- Transition AI prototypes into production-ready solutions in collaboration with cross-functional teams.ML Infrastructure and Performance Optimization :- Scale data pipelines, optimize training and inference systems, and ensure reliability across all ML systems.- Enhance system performance, scalability, and reliability to meet evolving customer and business needs.- Monitor and improve deployed solutions based on feedback and performance metrics.Backend Engineering and Cloud Deployment :- Develop backend features and automation tasks to integrate AI systems seamlessly into Karbon's platform.- Leverage cloud platforms (AWS, GCP, Azure) to design scalable GPU systems for AI/ML deploymentsRequirements :- 4+ Years of experience on AI project development.- Strong understanding of fundamental ML algorithms, including transformer-based architectures.- Proven experience working with and fine-tuning large language models (LLMs) like GPT, BERT, or similar frameworks. - Hands-on experience deploying and optimizing Generative AI models with advanced knowledge of diffusion models, LoRA, and similar techniques.- Strong proficiency in Python, Node.js with experience in frameworks like Express, TensorFlow and PyTorch.- Cloud & Infrastructure : Proven expertise in cloud environments (AWS, GCP, Azure).- Proficiency in building and integrating APIs and end-to-end AI workflows.- Should be able to mentor team pf 3-5 Developers or Work on POCs as IC (ref:hirist.tech)
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