Senior/Lead ML Applied Scientist
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SeniorFull-time
#246259·Dodano 8.11.2024·130
Źródło: Intuition Machines, Inc.Tech Stack / Keywords
AISecurityMachine LearningArchitecturelinear algebraCybersecurity
Firma i stanowisko
Intuition Machines is growing rapidly. We are looking for systems, security, and machine learning engineers. If you are interested in working on cutting-edge research that rapidly goes into production at scale, this is the right place: our products serve hundreds of millions of people.
Wymagania
- 5+ years of professional experience in applied machine learning.
- 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 including bias-variance tradeoffs, loss functions, and evaluation metrics.
- Bachelor’s degree in a technical field or equivalent practical experience.
- Thoughtful, self-directed individual comfortable making independent technical decisions.
Nice to have:
- Strong grasp of math required for ML (linear algebra, probability theory, statistics, matrix calculus).
- Software engineering/development experience with large-scale distributed systems.
- Ability to collaborate with ML engineers to integrate work into infrastructure, including automating observability, deployment, quality, and security.
Obowiązki
- 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, focusing on shipping products or features 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.
Benefity
- Fully remote position with flexible working hours.
- An inspiring team of colleagues distributed globally.
- Modern development and deployment workflows enabling shipping early and often.
- High impact work with lots of users, happy customers, high growth, and cutting edge R&D.
- Flat organization with direct interaction with customer teams.
Elastyczne godziny
Inne informacje
All positions require pre-employment screening, including third-party verification of work history, education, identity, and a final in-person interview and identity verification in the candidate's country of residence.
Intuition Machines, Inc.
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