AI Machine Learning Engineer (Lemon8), Singapore
Tasks
- Build automated evaluation pipelines
- Build personalized memory systems
- Build search engine system
- Conduct A/B testing
- Create bad case taxonomies
- Create observability frameworks
- Deploy canary releases
- Design data pipelines
- Develop AI agent applications
- Develop offline evaluation frameworks
- Implement RAG
- Implement workflow architecture
- Improve multi step reasoning
- Integrate NLP and conversational intent detection
- Leverage UGC and knowledge generation
- Optimize algorithms for business objectives
- Run offline batch experiments
- Validate data processing reasoning generation
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AIOps | Automated Evaluation | B testing | Canary Deployment | Computer Vision | Conversational AI | Data Pipelines | Information Retrieval | Language Models | Language Processing | Large Language Models | Machine Learning | Multi-step reasoning | Multimodal Learning | Natural Language | Natural Language Processing | Natural language interfaces | Observability | Offline evaluation | Recommender Systems | Reranking | Retrieval-Augmented Generation
Education
N/A
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
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