Experience with llm fundamentals and prompt engineering
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ByteDance is seeking an AI Machine Learning Engineer to join the Lemon8 team in Singapore. The role involves building a full-stack search engine system that combines information retrieval with modern machine learning methods, focusing on enhancing user experience through personalized AI interactions.
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Job Summary
The role involves leading the full lifecycle delivery of AI Agent applications from offline MVP prototyping to production-grade closed-loop systems.
Candidates will drive algorithmic optimizations aligned with business objectives through A/B testing and online canary deployments.
The team focuses on building a full-stack search engine that combines information retrieval technology with modern machine learning methods.
Matching Summary
Match Score: 75
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ByteDance is seeking an AI Machine Learning Engineer to join the Lemon8 team in Singapore. The role involves building a full-stack search engine system that combines information retrieval with modern machine learning methods, focusing on enhancing user experience through personalized AI interactions.
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Skills & Requirements
Must-have
Proficient in C++ and Python programming
Strong command of algorithms and data structures
Experience with LLM fundamentals and prompt engineering
End-to-end AI agent system development
Knowledge of retrieval augmented generation (RAG)
Nice-to-have
Hands-on experience with RLHF or SFT workflows
Track record of driving technical advancements
Excellent communication and collaboration skills
Experience with multi-step reasoning systems
Background in NLP or Computer Vision
Key Requirements
Bachelor's degree or above in a computer-related major