Platform security controls (RBAC, Red Hat OpenShift Container Platform (OCP, Vulnerability Scanning, Ansible, AWS, Kubernetes, Azure, Gcp, Terraform, Red Hat Enterprise Linux, Jenkins, Automation Frameworks, secrets management, Linux systems administration, DevOps tooling, GitLab CI, audit logging, Container orchestration technologies, ArgoCD, CI/CD pipelines

Performance Monitoring, Python, NLP skills, Process Improvement, Evaluation frameworks, Bias testing, Fine-tuning, Responsible AI, LLM Agentic AI systems, Data Science fundamentals, Experimental Design, Service Lifecycle Management, Measurement error analysis, RAG prompt optimization, Retrieval methods, Audit artifacts, Statistical thinking, Embeddings, Classification, Reliability concepts, Extraction, Evaluation methodology, Calibration, Privacy leakage checks

Security amp; Reliability, Snowflake Openflow ? Apache NiFi ? ETL/ELT Pipeline Development ? Data Ingestion, Transformation amp; Integration ? Snowflake Data Warehousing ? Data Flow Optimization amp; Performance Tuning ? Data Quality

, bedrock , ECS, Ml, S3, Lambda, Api Gateway, AWS, Python, Redshift, EKS, Athena, Ai, GenAI, Data lakes, SageMaker, Data pipelines, Step Functions, Glue, Aurora