Machine Learning / Algorithm Specialist

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Job Description

We have successfully developed, "Untangle", a unique set of Artificial Intelligence and Machine Learning technologies to unravel the complex operational environment. To accelerate our product(“Weave”) development, we are looking for a highly motivated professional who can lead the development of the backend including algorithms and APIs for our solutions.

As a core member of our algorithm development team, you will work as an engineering scientist to develop, evaluate and verify our product features and algorithms. You will be exposed to conducting a feasibility study, data analytics, and the development of algorithms to be implemented into our software programs. 　This presents a unique opportunity to establish a foundation for your career growth, as you will have the chance to expand your responsibilities in line with your professional aspirations while meeting the needs of our dynamic teams.

Our product development team consists of 15+ full-time and part-time software engineers with various backgrounds both in Japan and overseas.

Responsibilities

• Lead the Untangle and Weave’s algorithm development and improvement.
• implementing cutting-edge academic studies to enhance our algorithms
• Ensuring and Improving that the algorithms and features meet the operational requirements of the real world while improving their quality
• Technological stack (Interim)
• Backend: Amazon API Gateway, AWS Lambda, Amazon DynamoDB, Python, TypeScript
• Frontend: Next.js, TypeScript
• Infrastructure: AWS, Azure

Qualifications

• Proven experience in data analytics and algorithm development in academia, research institutes, or private enterprises
• 3+ years of professional experience
• Skills in standard technology stacks of programming (CSS, JavaScript, Python, Ruby, C/C++, PostgreSQL, etc.)
• Skills in standard AI/ML technology of programming using TensorFlow, PyTorch, or other deep learning libraries
• Experience developing services using Git / GitHub in a team
• 3+ years of professional data science experience
• Ability to take raw product requirements and design algorithm
• Experience in product development for commercial use
• Experience in machine learning for data assimilation
• Knowledge and expertise in aviation weather, air traffic control, and flight trajectory prediction
• Knowledge and expertise in fluid mechanics accounting for natural convection and turbulence
• Ability to communicate effectively to both business and technical audiences
• BS degree in Computer Science, Meteorology, Aeronautics, and Astronautics or related fields
• MS or higher degrees are strongly preferred

A Successful Candidate Will Have

As a team that operates in global markets and creates innovative products, we recognize the critical importance of finding individuals who not only possess the necessary skills and experience, but also align with our values and culture. We believe that cultivating a diverse and inclusive workplace is essential to achieving our goals, and we are dedicated to fostering an environment where every member of our team can thrive and contribute to our collective success.

• Shares and empathizes with NABLA Mobility's Vision and Mission
• Comfortable working in groups with hands-on collaboration, while also being capable to design and to produce deliverables with a good degree of autonomy
• Willingness to learn new things and enjoy team and personal growth as part of a team climbing a huge mountain in the emerging global market

About the Company 

NABLA Mobility Inc. is a startup company that leverages data analytics and AI/ML to develop cutting-edge products that optimize flight operations for airlines. Our mission is to promote operational resilience and advance decarbonization in the transportation industry by providing solutions to augment decision-making. To achieve this goal, we rely on state-of-the-art technologies such as AI/ML, which enable us to offer unparalleled value to our clients. 　

As a pioneer in this nascent field, we are excited to shape the future of airline operations by combining cutting-edge academic theories, technologies, and operational expertise.

Founded in 2021, we are now expanding our team and seeking exceptional individuals to join us at this early stage of development as we target the global market.

What We Can Provide to You

• A passionate and innovative team with extensive experience in software development, the aviation industry, and business, as well as an environment to work with academia
• Product development experience in a problem-solving-oriented team that constantly pursues technical challenges in order to maximize customer benefit as well as excellent user experience to deliver an application for professional usage
• Business experience balancing tangible social impact and business success
• Experience developing in an international business environment from the early stages of business, with a view to expanding into global markets

Development Culture/Environment

• We place a high priority on investing in our development infrastructure because of the significant impact we have on the productivity of our development teams. We listen carefully to our teams and are always actively working to improve our development environment
• We are flexible in our selection of technology areas, with an emphasis on choosing the best tools and technologies for the task at hand
• We acknowledge your family and professional commitments to be balanced
• We use GitHub to manage our code, regardless of programming language
• We have a flat organization where it is easy to make an impact, take ownership of your role, and grow
• We provide a PC with the specifications of your choice

Working Environment

• Expected Salary: 5 million JPY or more per annum (*Exact salary will be decided based on ability and experience)
• Occasional remote work is possible depending on the situation
  • Use of office space with focus booths is available if desired
  • No specific dress code, but appropriate casual/business casual attire is required for external communications, including videoconference
  • The Head office is in Chiyoda-ku, Tokyo, Japan
• Working schedules in accordance with Japanese law
  • Weekend off (Saturdays, Sundays, and national holidays)
  • Paid vacations, Year-end, and New Year vacations, sick and bereavement leave available
• Completed enrollment in the Japanese Social Insurance System
• Visa support available (if needed)
• Fluency in Japanese is not required