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AI & Cloud Engineer - Remote
AI & Cloud Engineer - RemoteCoreAi Consulting • Tucson, AZ, United States
AI & Cloud Engineer - Remote

AI & Cloud Engineer - Remote

CoreAi Consulting • Tucson, AZ, United States
1 hour ago
Job type
  • Full-time
  • Remote
Job description

We are seeking a highly skilled Mid–Senior Level Engineer with strong expertise in Python, AWS cloud services, containerization, and modern AI / ML technologies. The ideal candidate has hands-on experience designing scalable data ingestion pipelines, deploying GenAI / LLM solutions, and building retrieval-augmented and agentic systems for enterprise use cases. This role involves end-to-end solution design—data, infrastructure, orchestration, and model integration—across cloud-native environments.

Key Responsibilities

  • Design, develop, and deploy scalable applications and microservices using Python and AWS services (Lambda, ECS / EKS, S3, DynamoDB, API Gateway, Bedrock, CloudFormation, etc.).
  • Build and maintain containerized workloads using Docker , GitHub workflows, and CI / CD automation.
  • Develop robust data ingestion and processing pipelines integrating structured / unstructured data sources.
  • Implement GenAI solutions using LLMs, embeddings, vector databases (Pinecone, FAISS, Redis, etc.) , and RAG architectures.
  • Build and manage knowledge bases , embedding pipelines, and context-retrieval systems optimized for real-world performance.
  • Design and orchestrate agentic workflows using modern agentic frameworks and multi-agent patterns for automation and decision-making.
  • Work with AWS Bedrock to integrate foundation models, manage guardrails, tune prompts, and optimize model performance.
  • Implement secure, scalable infrastructure using CloudFormation , IAM, VPC, and AWS networking best practices.
  • Collaborate with cross-functional teams (data, product, engineering) to translate requirements into technical designs.
  • Monitor, troubleshoot, and optimize production AI / ML workloads, including inference performance, latency, cost, and reliability.
  • Maintain strong code quality standards through GitHub version control, documentation, and automated testing.

Required Skills & Experience

  • 8+ years of professional experience in software engineering, cloud engineering, or ML / AI development.
  • Expert-level programming skills in Python (FastAPI, Flask, Async frameworks preferred).
  • Deep experience with AWS services , including serverless and container architectures.
  • Hands-on experience with Docker , CI / CD, and IaC tools like CloudFormation or CDK.
  • Proven experience building RAG pipelines , vector store integrations, and embedding workflows.
  • Strong understanding of LLMs , prompt engineering, model evaluation, and generative AI development.
  • Experience with agentic orchestration (LangChain, LlamaIndex, custom agent frameworks, or AWS Agents).
  • Experience integrating with AWS Bedrock or similar foundation model platforms.
  • Solid understanding of distributed systems, API development, security, and cloud-native patterns.
  • Strong problem-solving abilities and the ability to work independently in fast-paced environments.
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    Cloud Engineer • Tucson, AZ, United States

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