Role Description:
- Establish cloud-native design principles, reference architectures, and best practices for AI workloads.
- Design secure, cost-optimized, high availability AWS architectures for AI Applications.
- Architect, design and oversee implementation of machine learning pipelines, from data ingestion to deployment.
- Lead proof of concepts (PoCs) for emerging AI capabilities (Gen AI, Agentic AI ..)
- Experience with Model Tuning/Evaluation Techniques (Fine Tuning, RLHF) and RAG Implementations
- Establish monitoring & observability frameworks using CloudWatch, Prometheus , Grafana , Open Telemetry
Essential Skills:
- 10+ yrs. of experience in software/solution architecture, with 3+ yrs. in AI/ML or data-driven applications.
- Hands on experience with AWS services, especially for AI/ML workloads (Sagemaker, Bedrock, Lambda, EKS, Glue)
- Strong programming skills in Python /Java with exposure to ML frameworks (TensorFlow, PyTorch, Hugging face)
- Familiarity with Generative AI, LLM and vector databases (e.g. Pinecone, Cosmos, OpenSearch)
- Experience with AI /ML Ops, CI/CD Pipelines, and containerization.
Desirable Skills:
- Experience in driving continuous improvement including design, and standardization of process and methodologies.
- Experience assessing feasibility, complexity and scope of new capabilities and solutions.
- Experience collaborating with multiple stakeholders/teams (architecture and infrastructure delivery teams) to ensure consistent solution design and integration
Equal Opportunity Employer
We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.