AI Machine Learning Engineer (Lemon8), Singapore
Tasks
- Build AI agent systems
- Build observability frameworks
- Build quality validation mechanisms
- Conduct A/B testing
- Create offline evaluation frameworks
- Design data pipelines
- Develop RAG systems
- Develop bad case taxonomies
- Develop service execution layers
- Execute canary deployments
- Implement automated assessment pipelines
- Implement personalized memory systems
- Implement workflow architectures
- Optimize algorithms for business outcomes
- Optimize multi step reasoning
- Run offline batch evaluations
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Algorithms | B testing | C++ | Canary Deployment | Computer Vision | Data Structures | Fine Tuning | Graph Algorithms | LLM | Language Processing | Machine Learning | Multimodal | Natural Language | Natural Language Processing | Prompt engineering | Python | RAG | RLHF | Recommender Systems | Retrieval | SFT
Education
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