Lead AI Ops Engineer - Application
Core
Lead the design, architecture, and productionization of autonomous AI systems and self-healing automation for regulated financial institutions.
Role type
Senior IC Lead AI Ops Engineer (Application)
Builds
Data-to-automation pipelines, self-healing remediation capabilities, and production AI systems for financial security use cases.
Domain
Financial Services / AI Operations / MLOps
Deliverable
production ML models
Required skills
Productionizing ML models, LLM-based techniques, software engineering, data engineering, system architecture, incident management, technical standards, automation design, risk governance, mentorship
Preferred skills
Experience with TensorFlow, PyTorch, scikit-learn, autonomous systems, Model Risk Management interactions
Technologies
PyTorch, TensorFlow, LLM, Security
Responsibilities
Own technical design and architecture for consequential AIOps builds; establish technical standards and reusable patterns; partner with leadership to advance use cases to guarded automation; act as primary technical escalation point during major incidents; mentor Senior engineers; write and ship production code.
Seniority
Senior, hands-on IC with leadership responsibilities
