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Principle Software Engineer
Principle Software EngineerJPMorgan Chase & Co. • Palo Alto, CA, United States
Principle Software Engineer

Principle Software Engineer

JPMorgan Chase & Co. • Palo Alto, CA, United States
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ob Summary :

We are seeking a highly skilled and experienced Principal AI / ML and Gen AI Engineer to join our dynamic team at CCB COSMIC (CCB Operational Systems for Machine Intelligence and Cognition). The ideal candidate will possess a strong foundation in AWS, AI / ML, Databricks, and the Gen AI ecosystem. This role is primarily focused on scaling infrastructure and platforms from a serving and fine-tuning standpoint. The candidate should also have extensive experience in LLM Ops and the productionalization of Gen AI use cases.

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 qualifications, capabilities and skills :

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • Minimum 8+ years of experience experience in AI / ML engineering, with a focus on AWS, Databricks, and Gen AI.
  • Strong understanding of AI / ML algorithms, model serving, and fine-tuning techniques.
  • Proven experience in LLM Ops and the productionalization of Gen AI use cases.
  • Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.
  • Strong communication and leadership skills, with the ability to influence and drive change.
  • Preferred qualifications, capabilities and skills :

  • Experience with other cloud platforms and AI / ML tools.
  • Familiarity with data engineering and data science workflows.
  • Knowledge of regulatory and compliance requirements related to AI / ML solutions
  • #J-18808-Ljbffr

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