Machine Learning Engineer
Realign
Job description
Sunrise, Florida 33313 Posted August 25th, 2026
Job Type: Full Time
Job Category: IT
Job Description
Job Title: Machine Learning Engineer
Location: Sunrise, FL
Full Time
Job Description
Role - Machine Learning Engineer
Experience Required - 8+ Years
We are seeking a Machine Learning Engineer to design, build, and deploy Generative AI solutions powered by Large Language Models (LLMs). In this role, you will work on end-to-end GenAI use cases, from model selection to production-ready systems. Key Responsibilities Develop and productionize GenAI applications using LLMs (open-source and closed-source). Design agentic workflows using LangChain and LangGraph.
Must Have Technical/Functional Skills:
We are seeking a Machine Learning Engineer to design, build, and deploy Generative AI solutions powered by Large Language Models (LLMs). In this role, you will work on end-to-end GenAI use cases, from model selection to production-ready systems. Key Responsibilities Develop and productionize GenAI applications using LLMs (open-source and closed-source). Design agentic workflows using LangChain and LangGraph.
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Implement short-term and long-term memory strategies for LLM-based systems.
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Optimize prompts, retrieval pipelines, and orchestration logic.
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Collaborate with product and platform teams to deliver scalable AI solutions.
Required Qualifications
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Strong experience with LLMs (e.g., OpenAI, Anthropic, Llama, Mistral)
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Hands-on experience with LangChain and/or LangGraph.
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Solid understanding of LLM memory architecture and state management.
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Proficiency in Python and ML engineering best practices.
Nice to Have
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Experience with GCP services (e.g., Vertex AI, BigQuery, GCS).
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Experience deploying ML/GenAI systems in production environments.
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data scientist
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Can do ML model
Roles & Responsibilities
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Design, develop, and deploy GenAI applications using LLMs.
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Build and implement agentic workflows using LangChain/LangGraph.
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Develop ML models and production-ready AI solutions.
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Implement and manage LLM memory and state management strategies.
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Optimize prompts, retrieval pipelines, and orchestration workflows.
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Collaborate with product and platform teams to deliver scalable AI solutions.
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Deploy, monitor, and maintain AI/ML systems in production environments.
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Evaluate and integrate open-source and proprietary LLMs.
Required Skills
AWS Engineer DevOps Engineer