Generative AI Developer
3 weeks ago
Role Description :
We are seeking a highly skilled and experienced Generative AI Developer to join our cutting-edge AI team. This role will focus on developing and implementing advanced generative AI models and applications using state-of-the-art tools and frameworks. The ideal candidate will possess deep expertise in Hugging Face Transformers, LangChain, LangGraph, and deep learning frameworks like PyTorch and TensorFlow, along with a strong understanding of Explainable AI (XAI) methods.
Responsibilities :
Generative AI Model Development :
- Design, develop, and deploy generative AI models using Hugging Face Transformers.
- Implement and fine-tune large language models (LLMs) for various applications.
- Develop and integrate custom models and components as needed.
LangChain and LangGraph Implementation :
- Develop and maintain AI-powered applications using LangChain v0.2 and v0.3.
- Implement complex workflows and agent-based systems using LangGraph.
- Optimize and troubleshoot LangChain and LangGraph applications.
Deep Learning Frameworks :
- Develop and train deep learning models using PyTorch and TensorFlow.
- Optimize model performance and efficiency.
- Implement and maintain training pipelines.
Explainable AI (XAI) :
- Implement and apply XAI methods and processes to understand and interpret model behavior.
- Develop techniques for visualizing and explaining model decisions.
- Ensure models are transparent and accountable.
Software Development and Integration :
- Write clean, efficient, and well-documented code.
- Integrate AI models and applications with existing systems.
- Participate in code reviews and contribute to best practices.
Research and Development :
- Stay up-to-date with the latest advancements in generative AI and related technologies.
- Conduct research and experimentation to explore new techniques and applications.
- Contribute to the development of innovative AI solutions.
Collaboration and Communication :
- Work closely with cross-functional teams, including researchers, engineers, and product managers.
- Communicate complex technical concepts clearly and effectively.
- Participate in team meetings and contribute to project planning.
Mandatory Skills :
- Hugging Face Transformers
- LangChain v0.2 & v0.3
- LangGraph
- PyTorch
- TensorFlow
- Explainable AI (XAI) Methods & Processes
Qualifications :
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field.
- Proven experience in developing and deploying generative AI models.
- Strong understanding of deep learning concepts and techniques.
- Proficiency in Python programming.
- Excellent problem-solving and analytical skills.
- Strong communication and collaboration skills
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