AI ML Engineer

1 week ago

Irving, Texas, United States Mindlance Full time

Job Description:

Summary:

AI Engineer / LLM Engineer / Generative AI Engineer

This role focuses on building, fine-tuning, and deploying Large Language Model (LLM)-based applications using frameworks like LangChain and LangGraph.

Key Responsibilities:

  1. Prompt Engineering / Optimization

o Crafting and refining prompts and context windows to improve model accuracy, relevance, and consistency.

o Experimenting with few-shot and chain-of-thought prompting.

o Managing token usage and response quality trade-offs.

  1. LLM Integration (LangChain / LangGraph)

o Developing pipelines and agent frameworks that orchestrate LLM calls.

o Building modular components like retrievers, memory, and custom tools.

o Integrating with vector databases (e.g., FAISS, Chroma, Pinecone) for retrieval-augmented generation (RAG).

  1. Model Fine-tuning / Transfer Learning

o Using pre-trained models (e.g., GPT, LLaMA, Mistral, Falcon, etc.) and adapting them to domain-specific datasets.

o Training with libraries such as Hugging Face Transformers, PEFT, or LoRA.

o Evaluating model performance and running inference benchmarks.

  1. Python Development

o Writing efficient Python code for model orchestration, data preprocessing, and pipeline automation.

o Working with APIs, REST endpoints, or SDKs to integrate LLM outputs into applications.

EEO:

Mindlance is an Equal Opportunity Employer and does not discriminate in employment on the basis of – Minority/Gender/Disability/Religion/LGBTQI/Age/Veterans.

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