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Software Engineer Senior- AI Engineer - PNC Financial Services Group
AI Engineer
Senior AI Engineer building and deploying production‑grade LLM‑powered systems using Python, Machine Learning, and AWS, with expertise in containerization and orchestration via Docker and Kubernetes.
About the role
Key Responsibilities
- Design, develop, and maintain end‑to‑end LLM‑based solutions for financial services applications.
- Implement scalable, secure, and high‑performance pipelines on AWS, leveraging services such as SageMaker, Lambda, and ECS.
- Containerize models and services with Docker, orchestrate deployments using Kubernetes, and manage CI/CD workflows.
- Collaborate with data scientists, product managers, and DevOps teams to translate business requirements into robust AI features.
- Monitor model performance, conduct A/B testing, and iterate on model improvements in production.
Requirements
- 5+ years of software engineering experience with a focus on AI/ML.
- Proficiency in Python and experience building large‑scale ML models.
- Hands‑on experience with LLMs (e.g., GPT, Llama) and fine‑tuning techniques.
- Strong knowledge of AWS services, Docker, and Kubernetes.
- Excellent problem‑solving skills and a collaborative mindset.
Skills
pythonmachine learningawsdockerkubernetes