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