Principal Software Engineer

JPMorgan Chase & Co.; Palo Alto (CA); In loco; USD 130.000 - 160.000; Tempo pieno

Descrizione del lavoro

A leading financial institution is seeking a highly skilled Principal AI/ML and Gen AI Engineer to join their dynamic team in Palo Alto, California. The ideal candidate will have over 8 years of experience in AI/ML engineering, specifically with AWS and Databricks, focused on scaling infrastructure for AI solutions. Responsibilities include designing AI systems, collaborating across teams, and mentoring junior staff. This role offers opportunity for innovation in AI/ML technologies.

Competenze

• Minimum 8+ years of experience in AI/ML engineering.
• Strong understanding of AI/ML algorithms and techniques.
• Excellent problem-solving skills in a collaborative environment.

Mansioni

• Design and scale AI/ML infrastructure on AWS.
• Collaborate on AI/ML integrations and deployments.
• Develop and optimize machine learning models.

Conoscenze

AI/ML engineering

AWS

Databricks

Gen AI

LLM Ops

problem-solving

communication

leadership

Formazione

Bachelor's or Master's degree in Computer Science, Engineering, or related field

Descrizione del lavoro

Job 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