Senior AI Engineer (GenAI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI Engineer (GenAI): Design, build and deploy complex generative AI applications using techniques such as RAG, Agents, Multi-Agent Systems, taking ideas from prototype to production with an accent on performance, cost and reliability. Focus on optimizing GenAI pipelines, collaborating with cross-functional teams and ensuring scalable, maintainable systems.
Location: Singapore (Onsite)
Company
Leading technology consultancy revolutionizing tech through purposeful work with clients for 30+ years.
What you will do
- Design, build and deploy GenAI applications using RAG, Agents and Multi-Agent Systems from prototype to production.
- Collaborate with AI/ML engineers and software engineers to deliver reliable, scalable systems.
- Own key features or components, making technical decisions on system design, performance, cost and reliability.
- Work with product managers, designers and data scientists to implement business needs.
- Mentor junior engineers, review code and share knowledge.
- Understand deployment options and optimizations across cloud providers like AWS, Azure and Google Cloud.
Requirements
- Strong software engineering fundamentals: Python, CI/CD, testing, version control and clean code.
- Experience with GenAI frameworks (e.g., LangChain, LlamaIndex) and agentic frameworks (e.g., LangGraph, AutoGen).
- Hands-on with RAG pipelines using vector databases (e.g., FAISS, Pinecone, Weaviate).
- Deployment on AWS, Azure or GCP with Docker and CI/CD; LLMOps tools (e.g., Langfuse).
- Exposure to fine-tuning with PyTorch or Hugging Face Transformers.
- Ability to solve complex problems independently and mentor juniors in a fast-paced environment.
Culture & Benefits
- Autonomous career development supported by interactive tools, programs and teammates.
- Inclusive community of bright, supportive colleagues focused on continuous learning.
- Dynamic, fast-paced environment emphasizing engineering best practices and collaboration.
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