Lead Applied Scientist, Agentforce Operations
$197.3k - $344.7kSalesforce
Role Description
Join a collaborative, diverse team of researchers at Agentforce Operations. The Foundational Models Team develops the next generation of business intelligence and bridges the gap between cutting-edge research and customer value. Following our recent acquisition, we offer the agility of an early-stage startup backed by the global scale and trust of Salesforce.
- Design, implement, and train novel deep learning models on large-scale GPU clusters.
- Prototype new architectures and algorithms for enterprise data, such as tabular, relational, and graph-structured data.
- Stay current with AI research, apply relevant breakthroughs, and advise on internal AI strategy.
- Partner with engineering, product, and design teams to turn research into functional, production-ready features that create immediate, tangible customer value.
Qualifications
- You have a Master's or PhD in Computer Science, Mathematics, or a highly quantitative field with an AI/ML research focus.
- You possess experience developing, deploying, and evaluating machine learning models in production or top-tier research environments.
- You have a deep understanding of transformer architectures and advanced retrieval mechanisms.
- You enjoy designing novel, non-standard AI solutions and have a track record of peer-reviewed publications demonstrating this work.
- You have production-grade Python skills, including experience with automatic differentiation frameworks like PyTorch, JAX, or TensorFlow.
- You have experience training large-scale models across distributed GPU clusters using frameworks like DeepSpeed or TorchTitan.
Requirements
- You have experience building production-grade ML pipelines using tools like Kubeflow, Airflow, or MLflow.
- You've built robust, distributed data pipelines for cleaning and analyzing massive datasets using tools like PySpark.
Benefits
- Time off programs
- Medical, dental, vision, and mental health support
- Paid parental leave
- Life and disability insurance
- 401(k) plan
- Employee stock purchasing program
$114.75k - $168.3k
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