Machine Learning Architect – RAG Foundations
| Company | Salesforce |
|---|---|
| Location | Palo Alto, CA, USA, San Francisco, CA, USA, Bellevue, WA, USA |
| Salary | $230700 – $384100 |
| Type | Full-Time |
| Degrees | |
| Experience Level | Expert or higher |
Requirements
- 15+ years in Machine Learning & Search Systems
- Extensive background in RAG platform
- Expertise in Semantic and Vector-Based Search
- Strong Background in NLP & LLMs
- Advanced Knowledge Graph Skills
- Proficiency in Distributed Systems & ML Frameworks
- Programming Mastery in Python & Graph-Based Frameworks
Responsibilities
- Lead the Architecture of Advanced Search & Knowledge Graph Solutions
- Imagine and develop next-gen RAG platform features
- Optimize and Automate Search Systems
- Collaborate Across Teams for AI-Driven Product Innovation
- Pioneer Search and Knowledge Graph Innovations
Preferred Qualifications
- Experience with Multi-Stage Retrieval Pipelines
- In-Depth Knowledge of Re-Ranking & Retrieval Optimization
- Graph Embedding & Contextual Retrieval Expertise
- Knowledge Graph Curation & Ontology Management
- Familiarity with Feedback Loops and Fine-Tuning
- Broad ML Experience with Diverse Approaches
- Exceptional Communication and Collaboration Skills