Principal Software Engineer
JPMorgan Chase & Co. · New York City, New York, US
Key Responsibilities: - Design, implement, and scale AI/ML infrastructure and platforms on AWS to support serving and fine-tuning of models. - Collaborate wi...
Job description
Key Responsibilities: - Design, implement, and scale AI/ML infrastructure and platforms on AWS to support serving and fine-tuning of models. - Collaborate with cross-functional teams to ensure seamless integration and deployment of AI/ML solutions. - Develop and optimize machine learning models and algorithms to meet business objectives. - Stay updated with the latest advancements in AI/ML and Gen AI technologies and incorporate them into the organization's strategy. - Leverage Databricks for data processing, model training, and deployment. - Utilize Gen AI tools and frameworks to enhance model performance and capabilities. - Implement best practices for LLM Ops to ensure efficient model lifecycle management. - Lead the productionalization of Gen AI use cases, ensuring robust and scalable solutions. - Work closely with data scientists, engineers, and product teams to deliver AI-driven solutions. - Mentor and guide junior team members, fostering a culture of innovation and excellence. - Monitor the performance of AI/ML models and platforms, identifying areas for improvement. - Implement optimization techniques to enhance model accuracy, efficiency, and scalability. Required qualific...