
Innovative AI Application Developer
1 day ago
Unlock the potential of Artificial Intelligence and shape the future of applications with us. As an AI Engineer, you will play a pivotal role in designing and developing innovative AI-driven solutions that integrate Large Language Models (LLMs) and enhance our e-commerce and retail data orchestration pipelines.
Key Responsibilities
- Develop the core logic for AI Agents within FastAPI services, orchestrating tasks, managing state, interacting with platform data/workflows, and integrating LLM capabilities.
- Implement effective prompts for diverse retail-specific tasks through integration with external LLM provider APIs.
- Design and optimize Retrieval-Augmented Generation (RAG) patterns using vector databases to provide relevant context to LLM API calls made by agents.
- Build and maintain scalable FastAPI microservices hosting AI Agent logic and handling interactions with LLMs and other platform components in a containerized environment.
- Prepare and preprocess data required for effective prompt context, RAG retrieval, and potentially 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 experience in software development with a strong focus on AI/ML application development.
- Demonstrable experience integrating and utilizing external LLM APIs (e.g., OpenAI, Anthropic, Google) in applications.
- 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 (Pinecone, FAISS, etc.).
- Solid understanding of core Machine Learning concepts and familiarity with frameworks like PyTorch, TensorFlow, or Hugging Face.
- Familiarity with cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes) 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.
Preferred Qualifications
- Experience with frameworks like LangChain or LlamaIndex.
- Experience with observability and debugging tools for LLM applications.
- Experience with graph databases and query languages.
- Experience optimizing API call performance or model inference.
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