Senior ML Scientist: Real-Time, Large-Scale Systems Remote

Intuition Machines, Inc.; Polska; Remote; PLN 417.000 - 568.000; Vollzeit

Benefits dieser Stelle

Fully remote position

Global teammates and collaboration

Ship early, ship often

Zusammenfassung

Intuition Machines seeks an ML Applied Scientist to design, implement, and scale machine learning systems powering enterprise security products. You will translate business goals into technical specs and mentor ML research engineers in a fast-paced production environment.

You will build models that handle millions of requests per second, optimize for memory and compute constraints, and shepherd code from development to deployment while collaborating with cross-functional teams globally.

Qualifikationen

• 5+ years of professional experience in applied ML.
• Proven experience with the entire modeling lifecycle: building, evaluating, and debugging large ML models.
• Experience with large-scale categorical and structured data.
• Expertise in real-time ML models, incremental learning, and online learning.
• Strong understanding of ML fundamentals: bias-variance tradeoffs, loss functions, evaluation metrics, etc.
• Bachelor's degree in a technical field (or equivalent practical experience).

Aufgaben

• Build ML models that can scale to millions of requests per second while maintaining performance.
• Translate business requirements into technical specifications.
• Develop ML models that satisfy memory and compute constraints, evaluate them properly, and debug effectively.
• Provide technical mentorship to other ML research engineers.
• Iterate quickly, with a focus on shipping early and often, ensuring that new products or features can be deployed to millions of users.
• Write clearly structured, maintainable, well-documented, and tested code, including unit, integration, and end-to-end tests.
• Participate in code reviews and architecture & design sessions. Stay updated on recent technological developments and assess their applicability.
• Provide technical input to the research roadmap.

Kenntnisse

Applied ML

End-to-end ML lifecycle

Large-scale data

Real-time / online learning

ML fundamentals

Ausbildung

Bachelor's degree in a technical field

Jobbeschreibung

Intuition Machines seeks an ML Applied Scientist to design, implement, and scale machine learning systems powering enterprise security products. You will translate business goals into technical specs and mentor ML research engineers in a fast-paced production environment.

You will build models that handle millions of requests per second, optimize for memory and compute constraints, and shepherd code from development to deployment while collaborating with cross-functional teams globally.