Machine Learning/Data Scientist
株式会社NABLA Mobility
- Python
- AWS
- AI
- Azure
- Machine Learning
- Data Analysis
- GitHub
- TypeScript
- PyTorch
- TensorFlow
- Data Science
- Next.js
- Algorithm development
- ML
- Fluid dynamics
- Aviation Industry Knowledge
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Tokyo
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Under 10
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Company Homepage
Company Info
NABLA Mobility Inc. is developing and providing a product that optimizes the operation of aviation companies by utilizing data analysis and AI/ML, etc. We support decision-making in flight operations and promote the advancement of aviation logistics, aiming to reduce the industry's carbon footprint.Job Summary
As a machine learning/data scientist, you will develop and improve the 'Weave' based on 'Untangle', and conduct algorithm development, evaluation, and implementation, using knowledge of aviation industry and data analysis, and practical experience in algorithm development.Duties
As a machine learning/data scientist, you will propose and implement improvements based on the requirements of the forefront of technology research and actual flight operations, and actively apply knowledge of fluid dynamics, natural language processing, and chaos theory to promote the advancement of aviation logistics.Requirements
・Academic or practical experience in data analysis, algorithm development, and/or civil aviation for 3 years or more
・Maintaining technical skills in standard technical stacks (CSS, JavaScript, Python, Ruby, C/C++, PostgreSQL, etc.)
・Skill related to standard AI/ML technology such as TensorFlow, PyTorch, and other data processing libraries
・Specialized experience in using Git/GitHub for 3 years or more in data science
・Ability to develop products, gather product requirements, and discover the ability to design algorithms
・Experience in machine learning, natural convection, and chaos theory, and application of knowledge of fluid dynamics and thermodynamics to promote the advancement of aviation logistics
・Knowledge and application of knowledge of fluid dynamics, natural convection, and chaos theory, and consideration of fluid dynamics and continuum mechanics
・Ability to develop algorithms for fluid dynamics, chaos theory, and related fields
・Knowledge of aviation, meteorology, oceanography, and related fields
・Desire for a degree or higher in a related field