AI Product & Research Engineer
ملخص الوظيفة
Responsibilities:
- Prompt Engineering & Orchestration:Craft iterate and optimize prompts for APIs (OpenAI Cohere Anthropic). Build multi-step chains using LangChain LlamaIndex or custom controllers. Develop and maintain AI microservices using Docker Kubernetes and FastAPI ensuring smooth model serving and error handling;
- Vector Search & Retrieval:Implement retrieval-augmented workflows: ingest documents index embeddings (Pinecone FAISS Weaviate) and build similarity search features.
- Rapid Prototyping:Create interactive AI demos and proofs-of-concept with Streamlit Gradio or stakeholder feedback;
- MLOps & Deployment:Implement CI/CD pipelines (e.g. GitLab Actions Apache Airflow) experiment tracking (MLflow) and model monitoring for reliable production workflows;
- Cross-Functional Collaboration:Participate in code reviews architectural discussions and sprint planning to deliver features end-to-end.
Requirements:
- Masters degree in AI and/or Computer Science;
- Hands-on experience integrating LLM APIs (e.g. OpenAI Hugging Face Inference);
- Practical experience fine-tuning LLMs via OpenAI HuggingFace or similar APIs;
- Strong proficiency in Python;
- Deep expertise in prompt engineering and tooling like LangChain or LlamaIndex;
- Proficiency with vector databases (Pinecone FAISS Weaviate) and document embedding pipelines;
- Proven rapid-prototyping skills using Streamlit or equivalent frameworks for UI demos.
- Familiarity with containerization (Docker) and at least one orchestration/deployment platform;
- Excellent communication and ability to frame AI solutions in business terms.
Nice-to-have:
- Familiarity with database systems (PostgreSQL MongoDB) and caching layers (Redis);
- Open-source contributions or published AI demos;
- Understanding of cost-optimization monitoring for LLM usage and model-API trade-offs;
- Familiarity with prompt engineering best practices and vibe-coding tools (e.g. GitHub Copilot Cursor IDE);
- Willingness to travel occasionally for team offsites or workshops.
Required Experience:
IC
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