AI Engineer Production AI systems

• Architect and implement AI applications leveraging transformer-based LLMs, embeddings, and vector similarity techniques.
• Build modular, maintainable codebases using Python and AI frameworks.
  

• Design and deploy RAG systems with vector databases such as Pinecone, Weaviate, or Chroma to power intelligent document search and knowledge retrieval.
  

• Integrate with LLM platforms (OpenAI, Anthropic) or self-hosted models (Llama, Mistral), including prompt engineering, fine-tuning, and model evaluation.
• Experience with AI orchestration tools (LangFlow, Flowise), multimodal models, or AI safety and evaluation frameworks.
  

• Develop scalable AI pipelines with proper monitoring, evaluation metrics, and observability to ensure reliability in production environments.
  

• Connect AI backend to user-facing applications; prototype new AI features quickly using frontend frameworks (React/Next.js).
  

• Partner with product managers, designers, and fellow engineers to translate complex business requirements into robust AI solutions.
  

Requirements

• Have 3–5 years of experience building production AI/ML systems at a consulting or product-engineering firm.
• Possess deep understanding of transformer architectures, vector embeddings, and semantic search.
• Are hands-on with vector databases (Pinecone, Weaviate, Chroma) and RAG pipelines.
• Have integrated and optimized LLMs via APIs or local deployment.
• Are proficient in Python AI stacks (LangChain, LlamaIndex, Hugging Face).
• Have built backend services (FastAPI, Node.js, or Go) to power AI features.
• Understand AI UX patterns (chat interfaces, streaming responses, loading states, error handling).
• Can deploy and orchestrate AI systems on AWS, GCP, or Azure with containerization and orchestration tools.
• Bonus: Advanced React/Next.js skills for prototyping AI-driven UIs.
  

Benefits

• Creative Freedom: A culture that empowers you to innovate and take bold product decisions for client projects.
• Comprehensive Healthcare: Extensive health coverage for you and your family.
• Tailored Growth Plans: Personalized professional development programs to help you achieve your career aspirations