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Full-Time

Deep Learning

Wake-up word detection

Posted on 6/7/2024

42dot

42dot

201-500 employees

Integrated platform for urban transportation management

Data & Analytics
Automotive & Transportation
Government & Public Sector

Senior

Mountain View, CA, USA

Hybrid position based in Mountain View, requires in-office presence.

Category
Speech Recognition
AI & Machine Learning
Required Skills
Pytorch
C/C++
Requirements
  • Over 5 years of experience in research, development, and commercialization of wake-up words.
  • Experience in knowledge distillation and inference optimization for small models.
  • Proficiency in Pytorch, as well as libtorch, onnx, and other on-device libraries, and familiarity with writing C++ code.
  • Korean language proficiency in professional research or work.
Responsibilities
  • Develop and refine models for common wake-up words such as "Hey Hyundai," "Hey Kia," "Hey Genesis," and future wake-up words planned for development and commercialization.
  • Collect or curate diverse intonation data from native speakers and use it to develop a localized wake-up word detector.
  • Gather hard negative words commonly used in the local region and integrate them into the modeling process.
  • Quickly implement the latest wake-up word technologies into real-world services and collaboratively develop technology and code for application in other locales.
  • Actively communicate and troubleshoot with the Korean headquarters and Hyundai Motor Company-related entities to ensure accurate support for North American wake-up words.

42dot.ai operates in the smart mobility and urban transportation sector, offering an integrated platform known as UMOS (Urban Mobility Operating System). This platform connects various modes of transportation, such as cars and drones, into a unified system, allowing for efficient management and optimization of urban transport. UMOS utilizes advanced technologies to provide services like transportation management, demand response, and smart logistics. The primary clients include city governments, transportation agencies, and private companies seeking to improve their mobility solutions. Unlike competitors, 42dot.ai focuses on a subscription-based model for its platform, allowing clients to pay based on the services they use. The goal of 42dot.ai is to enhance operational efficiency, reduce costs, and improve the user experience for commuters and logistics providers, ultimately contributing to the development of smarter cities.

Company Stage

M&A

Total Funding

$193.6M

Headquarters

Seoul, South Korea

Founded

2019

Growth & Insights
Headcount

6 month growth

18%

1 year growth

18%

2 year growth

18%
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Simplify's Take

What believers are saying

  • Significant investments from Hyundai Motor Group, including $746.3 billion, indicate strong financial backing and growth potential.
  • Partnerships with industry leaders like Samsung Electronics for AI-powered SDV platforms enhance 42dot's technological capabilities and market reach.
  • The company's innovative UMOS platform offers substantial opportunities for improving urban transportation efficiency and reducing operational costs for clients.

What critics are saying

  • The highly competitive landscape of smart mobility and urban transportation could challenge 42dot's market position.
  • Integration of various transportation modes into a single platform may present technical and operational challenges.

What makes 42dot unique

  • 42dot's UMOS platform uniquely integrates multiple transportation modes, including cars and drones, into a single cohesive system, unlike competitors who may focus on individual modes.
  • The company's strong backing from Hyundai Motor Group and partnerships with tech giants like Samsung Electronics provide a significant competitive edge in the smart mobility sector.
  • 42dot's focus on urban transportation efficiency and smart logistics positions it as a key player in the rapidly growing urban mobility market.

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