Full-Time

Research Engineer

Confirmed live in the last 24 hours

Helm.ai

Helm.ai

51-200 employees

AI training for autonomous driving technology

Automotive & Transportation
AI & Machine Learning

Compensation Overview

$150k - $250kAnnually

+ Equity + Bonus + Commission

Senior

San Carlos, CA, USA + 1 more

More locations: Remote in USA

Category
Robotics & Autonomous Systems
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
C/C++
Requirements
  • Experience working with neural networks, Tensorflow and/or PyTorch
  • Fluency in Python and working knowledge of C/C++ programming
  • Master’s or Ph.D. in a related field and/or 5+ years of experience in a related field
Responsibilities
  • Apply and extend the Helm proprietary algorithmic toolkit for unsupervised learning and perception problems at scale
  • Carefully execute development and maintenance of tools used for deep learning experiments designed to provide new functionality for customers or address relevant corner cases in the system as a whole
  • Work closely with software and autonomous vehicle engineers to deploy algorithms on internal and customer vehicle platforms

Helm.ai focuses on developing AI technology for autonomous driving, utilizing a method called unsupervised learning. This approach allows the AI to learn from unlabelled data, making it more cost-effective and faster than traditional methods that rely on labeled data. Helm.ai licenses its technology to various clients, primarily in the autonomous vehicle sector, but also in industries like aviation, robotics, manufacturing, and retail. This positions the company as a significant player in the growing autonomous vehicle market. Recently, Helm.ai secured $13 million in funding to enhance its technology and expand its client base, generating revenue through licensing fees and royalties.

Company Stage

Series C

Total Funding

$131.3M

Headquarters

Menlo Park, California

Founded

2016

Growth & Insights
Headcount

6 month growth

10%

1 year growth

27%

2 year growth

117%
Simplify Jobs

Simplify's Take

What believers are saying

  • Helm.ai's recent $13 million funding round and expansion into Germany indicate strong investor confidence and growth potential.
  • The launch of innovative products like VidGen-1 and high-fidelity generative simulation models positions Helm.ai as a leader in AI-driven autonomous driving technology.
  • Licensing its technology across various industries, including aviation, robotics, and manufacturing, provides Helm.ai with diverse revenue streams and market opportunities.

What critics are saying

  • The reliance on unsupervised learning, while innovative, may face challenges in achieving the same level of accuracy as supervised learning in certain complex scenarios.
  • The competitive landscape in autonomous driving technology is intense, with major players like Tesla and Waymo posing significant threats.

What makes Helm.ai unique

  • Helm.ai's use of unsupervised learning for AI training significantly reduces the need for labeled data, making it more cost-effective and scalable compared to traditional methods.
  • The company's generative AI models, such as VidGen-1, produce realistic video sequences and high-fidelity labeled images, enhancing the training and validation of autonomous systems.
  • Helm.ai's Deep Teaching technology allows for scalable and highly accurate AI training, setting it apart from competitors relying on supervised learning techniques.

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