DescriptionJob 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 organizations 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:
- Bachelors or Masters 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.
Required Experience:
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