
AI Solutions Architect
5 days ago
Artificial Intelligence Specialist
We are seeking a highly skilled AI professional to design and develop innovative AI solutions. As an AI specialist, you will be responsible for creating complex AI-driven applications using Large Language Models (LLMs) and building sophisticated AI Agents within our platform.
The role involves architecting the logic for these agents, enabling them to perform tasks within our data orchestration pipelines. You will also integrate external LLM APIs, such as OpenAI and Google, via prompt engineering and RAG techniques into these agents built using Python + FastAPI.
Key Responsibilities:
- Design, develop, test, and maintain the core logic for AI Agents within FastAPI services.
- Integrate with external LLM provider APIs, designing effective prompts for diverse retail-specific tasks.
- Implement and optimize Retrieval-Augmented Generation (RAG) patterns using vector databases.
- Build and maintain scalable FastAPI microservices hosting AI Agent logic and handling interactions with LLMs and other platform components.
- Prepare and preprocess data required for effective prompt context, RAG retrieval, and potential fine-tuning tasks.
- Collaborate with cross-functional teams to deliver AI features and stay updated on LLM advancements.
Required Skills & Qualifications:
- 4–6 years of hands-on experience in software development with a focus on AI/ML application development.
- Demonstrable experience integrating and utilizing external LLM APIs.
- Proven experience with Prompt Engineering techniques.
- Strong Python programming skills.
- Practical experience building and deploying RESTful APIs using FastAPI.
- Experience designing and implementing application logic for AI-driven features or agents.
- Understanding and practical experience with RAG concepts and vector databases.
- Solid understanding of core Machine Learning concepts and familiarity with frameworks like PyTorch, TensorFlow, or Hugging Face.
- Familiarity with cloud platforms and containerization for application deployment.
- Solid problem-solving skills and clear communication abilities.
- Experience working effectively in an agile environment.
- Bachelor's or Master's degree in Computer Science, AI, or a related field.
- Ability to work independently and collaborate effectively in a remote setting.
Benefits:
This role offers the opportunity to grow into customizing and deploying LLMs in-house, requiring adaptability and a strong foundation in ML/LLM principles.
Others:
You will have the chance to work with cross-functional teams, delivering AI features and staying up-to-date on LLM advancements.
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