and compliance controls, and keyless cloud authentication. Build and maintain the core AWS services supporting our products... practices. Experience provisioning or operating infrastructure for AI/ML platforms, including model serving, vector stores...
architectures using Apache Kafka and asynchronous messaging patterns. Develop secure, scalable RESTful APIs and backend services.... Design and implement Generative AI solutions, including RAG frameworks, AI Agents, vector search, and LLM integrations...
Architect Summary The ideal candidate will have expertise in relational and NoSQL databases, cloud-based database services... for AI-related data patterns, including embeddings, vector databases/vector search, and Retrieval-Augmented Generation (RAG...
generation (RAG) pipelines. Cloud & Infrastructure: Experience with cloud services AWS Saga Maker, Google Cloud AI, Microsoft... Azure AI Docker, Kubernetes Data Management: Knowledge of data pipelines, ETL processes, vector databases, and data...
, and disconnect requests for voice, voicemail, conference services, safety devices, telephone IVR, vectoring and call center requests..., and unified communication services. Responsible for maintaining accurate 911 location information. Provide exceptional customer...
) pipelines. Cloud & Infrastructure: Experience with cloud services AWS Saga Maker, Google Cloud AI, Microsoft Azure AI Docker..., Kubernetes Data Management: Knowledge of data pipelines, ETL processes, vector databases, and data governance. Programming...
understanding of LLMs, RAG architectures, vector stores, embeddings, prompt engineering, structured outputs, and evaluation...-native services. Knowledge of DevOps, CI/CD, source control, and deployment automation for Salesforce. Experience...
, monorails, and trams, to turnkey systems, services, infrastructure, signalling and digital mobility, we offer our diverse..., and model capabilities Understanding of vector databases and embedding models for semantic search Knowledge of prompt...
, and compliance required in financial services. We partner closely with product, design, and business teams to deliver agentic... for correctness, auditability, and safety. Contribute to shared AI infrastructure, including LLM services, agent orchestration...
Generation (RAG) Design and optimize RAG pipelines including document ingestion, chunking strategies, embedding models, vector... of RAG architectures, vector databases (e.g., Pinecone, Weaviate, Chroma, pgvector), embedding models, and hybrid retrieval...