Researcher Engineer
Ankara, Ankara, Turkey
Huawei Telekomünikasyon Dış Ticaret Ltd
Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.About Role :
We are hiring an innovative AI Developer to create, test, and integrate LLM-based multi-agent systems into our AI-powered Co-pilot IDE. The role involves crafting intelligent agents that collaborate seamlessly, enhancing productivity in IDE environments. A focus on multi-agent collaboration frameworks and RAG pipelines is essential.
Key Responsibilities:
- Design and integrate multi-agent systems powered by LLMs for IDE environments.
- Develop and test robust model-serving pipelines and proxies using tools like TorchServe, Triton, or FastAPI.
- Fine-tune LLMs using methods such as LoRA, QLoRA, or Prompt Tuning.
- Implement multi-agent frameworks like CrewAI, AutoGen, or custom frameworks for agent collaboration.
- Develop and optimize RAG pipelines and evaluate their performance with tools like LangChain or Haystack.
- Conduct model performance testing with domain-specific metrics to ensure optimal results.
- Integrate AI solutions with mobile application frameworks like React Native, Flutter, or Kotlin.
Ensure robust data pipelines to support both multi-agent and model integration workflows
- Ensure robust data pipelines to support both multi-agent and model integration workflows.
Requirements
Required Qualifications:
- Academic Background: M.Sc. or Ph.D. in AI, Computer Science, or a related discipline.
- Experience with multi-agent systems, LLM fine-tuning, and model deployment.
- Strong programming skills in Python, with additional basic knowledge of C++ and Rust.
- Familiarity with multi-agent system development frameworks like CrewAI, AutoGen, or similar tools.
- Basic understanding of mobile application development frameworks.
- Proficiency with deep learning libraries like PyTorch and TensorFlow.
- Experience in RAG performance testing, model benchmarking, and optimization.
- Previous work on search systems, recommendation engines, or scalable AI systems is a plus.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Data pipelines Deep Learning FastAPI Haystack LangChain LLMs LoRA Model deployment Pipelines Python PyTorch RAG React Rust TensorFlow Testing
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