AWS Gen AI Developer (Amazon Bedrock) Job at Ventures Unlimited Inc, Plano, TX

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  • Ventures Unlimited Inc
  • Plano, TX

Job Description

AWS Gen AI Developer

Must Have Technical/Functional Skills

• 6-15 years of total experience in software engineering with a recent focus on AI and cloud-native development.

• Hands-on experience with LLMs, generative AI models, and AI search systems.

• Strong knowledge of Amazon Bedrock or similar platforms like OpenAI or Hugging Face.

• Deep familiarity with RAG pipelines, vector stores, and knowledge retrieval techniques.

• Proven experience in building Agentic AI workflows for autonomous decision-making and task orchestration.

• Strong coding skills in Python or similar languages commonly used in AI development.

• Experience deploying APIs and services via AWS ECS, Lambda, and other serverless technologies.

• A mindset for experimentation, iteration, and performance optimization.

Roles & Responsibilities

• Design, build, and deploy scalable AI-powered applications using Amazon Bedrock, OpenAI, or Hugging Face models.

• Implement Retrieval-Augmented Generation (RAG) pipelines for intelligent document understanding and summarization.

• Build and optimize Agentic AI workflows for complex decision-making and task automation.

• Extract and vectorize data from unstructured sources to improve model performance and retrieval accuracy.

• Work with vector databases such as OpenSearch, FAISS, or Pinecone to enable low-latency AI search capabilities.

• Deploy APIs using AWS ECS (preferred), Lambda, and other AWS cloud-native tools with a focus on scalability and cost efficiency.

• Tune AI model performance with fine-tuning, caching strategies, and inference optimization.

• Lead Proof-of-Concept (PoC) efforts for rapid prototyping and business validation.

• Collaborate with data engineers, ML engineers, and cloud architects to drive innovation and excellence in

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