Software Engineering, Salesforce

• Salesforce is seeking a skilled and innovative Senior Member of Technical Staff to contribute to intelligent Search and Knowledge Graph solutions within our Einstein Foundation team
• 5+ Years in Machine Learning & Search Systems
• Strong experience with search optimization, Knowledge Graphs, and innovative retrieval techniques
• Proficiency in Semantic and Vector-Based Search
• Experience with vector databases (e.g., FAISS, Pinecone, Milvus) and ANN search algorithms to deliver high-relevance results
• Hands-on NLP & LLMs Expertise
• Practical experience with NLP techniques, prompt engineering, and LLMs for enterprise-scale applications
• Experience with Knowledge Graphs
• Hands-on experience with graph databases (e.g., Neo4j, Amazon Neptune) and graph embedding techniques to enhance retrieval
• Strong Programming and ML Framework Skills
• Proficiency in Python and ML frameworks (TensorFlow, PyTorch) for developing scalable AI systems
• Broad experience in diverse ML techniques, adaptable for Search and Knowledge Graph use cases
• Strong collaboration skills with the ability to work across engineering, research, and product teams

Desirable

• Are you excited to build the next-gen Generative AI platforms that empower enterprise-wide knowledge discovery, enhance AI with knowledge driven context, and enable human-like understanding of relationships through Knowledge Graphs?
• As the world’s #1 AI CRM, Salesforce has introduced Agentforce, a groundbreaking suite of autonomous AI agents that transform how we achieve efficiency and customer satisfaction across service, sales, marketing, and commerce
• This role focuses on hands-on development and driving technical epics to deliver ground-breaking AI driven experiences for millions of users globally
• Our Einstein Foundation team is a multidisciplinary group of machine learning engineers, data scientists, and software developers dedicated to creating adaptive, context-aware systems that redefine customer interactions
• We value creativity, collaboration, and a commitment to delivering scalable AI driven solutions for customer success
• You will actively contribute to the design and development of intelligent Search and Knowledge Graph solutions, integrating innovative machine learning, LLMs, and vector databases
• You’ll lead technical epics, work hands-on with the development team, and ensure the scalability and reliability of our solutions. Collaborating with Product Managers, Data Scientists, and Research teams, you’ll help shape the future of Salesforce’s AI experiences
• Develop Sophisticated Search & Knowledge Graph Solutions
• Work on building and optimizing high-performance search and retrieval solutions demonstrating Knowledge Graphs for enterprise-scale environments
• Contribute to Intelligent Retrieval Pipelines
• Implement hybrid retrieval pipelines combining semantic, vector, and symbolic search to enhance relevance, speed, and accuracy
• Optimize and Automate Systems
• Participate in automating capacity planning, configuration, and supervising to drive real-time optimization
• Lead Technical Epics
• Take ownership of key technical epics, ensuring alignment across teams and timely delivery of high-quality solutions
• Collaborate Across Teams
• Work closely with Product Managers, ML Engineers, and Knowledge Graph experts to deliver scalable, impactful AI driven solutions
• Drive Innovation in Search and Knowledge Graphs
• Stay updated on emerging technologies, contributing to discussions and experimentation with vector search, graph embeddings, and knowledge-augmented retrieval