Senior ML Engineer - Search & LLM Ops
Core
Architect and build the next generation of search and recommendation intelligence for financial professionals, owning the full ML lifecycle from ideation to deployment.
Role type
Senior IC machine learning engineer (search & recommendation)
Builds
Scalable, personalized content delivery systems and ranking algorithms for financial AI agents
Domain
Finance + Information Retrieval / NLP
Deliverable
production ML models
Required skills
End-to-end ML lifecycle ownership, advanced ranking algorithms, semantic search optimization, recommender system architecture, language model fine-tuning/distillation, vector databases, Python, SQL, PyTorch/TensorFlow, Scikit-learn, Hugging Face
Preferred skills
Financial domain experience, MLOps tools, cloud platforms
Technologies
PyTorch, TensorFlow, Scikit-learn, Hugging Face, vector databases
Responsibilities
Lead design and deployment of ranking and retrieval models; fine-tune and distill LLMs for domain expertise; implement semantic embedding techniques; architect personalized recommender systems; research and prototype emerging ML/NLP trends
Seniority
Senior, hands-on IC
