
Artificial Intelligence Developer
2 weeks ago
AI Developer
Job description :
You will architect the logic for these agents, enabling them to perform complex tasks within our e-commerce and retail data orchestration pipelines. Furthermore, as Ekyam.ai evolves, this role offers the potential to grow into customizing and deploying LLMs in-house, so adaptability and a strong foundation in ML/LLM principles are key.
Key Responsibilities :
- LLM API Integration & Prompt Engineering : Integrate with external LLM provider APIs. Design, implement, and rigorously test effective prompts for diverse retail-specific tasks (generation, Q&A, summarization).
- RAG Implementation : Implement and optimize Retrieval-Augmented Generation (RAG) patterns using vector databases to provide relevant context to LLM API calls made by agents.
- FastAPI Microservice Development : Build and maintain the scalable FastAPI microservices that host AI Agent logic and handle interactions with LLMs and other platform components in a containerized environment (Docker, Kubernetes).
- Data Processing for AI : Prepare and preprocess data required for effective prompt context, RAG retrieval, and potentially for future fine-tuning tasks.
- Collaboration & Future Adaptation : Work with cross-functional teams to deliver AI features. Stay updated on LLM advancements and be prepared to learn and contribute to potential future in-house LLM fine-tuning and deployment efforts.
Required Skills & Qualifications :
- 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 (important for understanding models and future adaptation).
- 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.
- Willingness and capacity to learn and adapt towards future work involving deeper LLM customization and deployment.
- 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.
Preferred Qualifications :
- Experience with frameworks like LangChain or LlamaIndex.
- Experience with observability and debugging tools for LLM applications, such as LangSmith.- Experience with graph databases (e.g., Neo4j) and query languages (e.g., Cypher).
- Experience with MLOps practices, applicable to both current application monitoring and future model lifecycle management.
- Experience optimizing API call performance (latency/cost) or model inference.
- Knowledge of AI security considerations and bias mitigation.
Job Type : Full-time
Schedule :
- Monday to Friday
- UK shift
Experience :
- LangSmith : 2 years (Preferred)
- LangChain : 2 years (Preferred)
Work Location : Remote
Looking for Immediate Joiners only
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