Research-to-Production Engineering Specialist
Core
Build scalable engineering pipelines that transform research ideas into production systems, connecting experimentation to live deployment.
Role type
Senior IC research-to-production engineering specialist
Builds
Scalable data ingestion, feature discovery, storage, validation, and experiment-tracking systems
Domain
Financial technology / Machine Learning infrastructure
Deliverable
production ML models
Required skills
Python, C++, system design, pipeline architecture, data engineering, algorithm design, cross-functional collaboration
Preferred skills
adaptability, learning new technologies, pragmatic problem-solving
Technologies
Python, C++, internal domain-specific languages
Responsibilities
Turn research ideas into efficient, scalable production systems; Build and improve pipelines connecting research experimentation to live deployment; Develop external data ingestion, feature discovery, storage, validation, and experiment-tracking systems; Design and deploy bespoke algorithms and novel engineering solutions; Collaborate across engineering, research, trading, and business teams to translate requirements into practical solutions; Ensure new systems and models can be deployed safely and reliably at scale.