Machine Learning Engineer (Architect - Search & Knowledge Graphs)

World's #1 AI CRM company providing enterprise-wide AI solutions and autonomous agents
$224,100 - $372,900
Machine Learning
Principal Software Engineer
In-Person
15+ years of experience
AI · Enterprise SaaS

Description For Machine Learning Engineer (Architect - Search & Knowledge Graphs)

Salesforce is seeking a visionary Machine Learning Architect to lead advancements in intelligent Search and Knowledge Graph solutions within their Einstein Foundation team. This role is crucial in redefining how they enable innovative, knowledge-driven experiences across Salesforce's next-gen AI products. The position involves architecting and driving the development of intelligent Search and Knowledge Graph solutions at scale, integrating the latest advancements in machine learning, LLMs, and vector databases.

The Einstein Foundation team is an interdisciplinary mix of machine learning engineers, data scientists, and software engineers working collaboratively to build adaptive, context-aware systems. The role requires leading the end-to-end AI lifecycle, from conceptualization through production, focusing on scalable search and retrieval architectures optimized for enterprise use cases.

Key responsibilities include architecting large-scale search and retrieval solutions, developing hybrid retrieval pipelines, optimizing system efficiency through automation, and collaborating with multi-functional teams. The ideal candidate will have extensive experience in machine learning, search systems, and knowledge graphs, with expertise in semantic and vector-based search, NLP, LLMs, and distributed systems.

This position offers the opportunity to work at the forefront of AI technology, contributing to Salesforce's groundbreaking suite of autonomous AI agents (Agentforce) that serve millions of users globally. The role combines technical leadership with innovative problem-solving, requiring both deep technical expertise and strong collaborative abilities to shape the future of enterprise AI solutions.

Last updated 12 days ago

Responsibilities For Machine Learning Engineer (Architect - Search & Knowledge Graphs)

  • Lead the architecture of sophisticated search and knowledge graph solutions
  • Develop intelligent retrieval pipelines combining semantic, vector, and symbolic search
  • Optimize and automate search systems through demand forecasting and monitoring
  • Collaborate with cross-functional teams for AI-driven product innovation
  • Guide discussions on emerging technologies in vector search and graph embeddings

Requirements For Machine Learning Engineer (Architect - Search & Knowledge Graphs)

Python
Kafka
  • 15+ years experience in Machine Learning & Search Systems
  • Expertise in Semantic and Vector-Based Search
  • Strong Background in NLP & LLMs
  • Sophisticated Knowledge Graph Skills
  • Proficiency in Distributed Systems & ML Frameworks
  • Programming Mastery in Python & Graph Based Frameworks
  • Experience with Multi-Stage Retrieval Pipelines
  • Graph Embedding & Contextual Retrieval Expertise
  • Knowledge Graph Curation & Ontology Management

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