株式会社H2CorporationのAI Engineer (CV) - Globalの求人

H2 Corporation is a rapidly growing Tokyo-based SaaS company developing an innovative vertical AI platform in the 13 trillion-dollar construction industry. Our platform is already transforming the landscape through cutting-edge technology and AI-driven solutions. We recently exited stealth mode, raised funding from the top VCs in Japan and the US, and are rapidly accelerating our product development and go-to-market initiatives.

As an AI Engineer (CV) you will be part of our AI engineering team where you will develop cutting-edge computer vision AI systems. Your expertise in computer vision techniques, generative models, and AI research will guide our efforts in creating groundbreaking products and services. You will play a pivotal role in shaping our AI strategy and products and fostering a culture of innovation.

The ideal candidate is excited to be an early member of the engineering team of a well-funded startup. You’ll have autonomy to make decisions and quickly build products from the ground up. You’ll play a significant role in designing, developing and operating CV algorithms, Machine Learning models, including CNNs and Transformers, and pipelines at scale, for both batch and real-time use cases.

• 4+ years in software development in a fast-paced tech environment
• 4+ years of experience building Machine Learning/Computer Vision models in production settings. Your role is not just the research and experimentation, but also to deploy models to a production environment.
• You’re extremely comfortable with Python and deep learning frameworks such as Pytorch / Keras/Tensorflow (strong requirement).
• Deep understanding of machine learning concepts, algorithms and techniques (computer vision models, GANs, etc.)
• Strong understanding of LLMs and Diffusion models (Stable Diffusion, Llama, Mistral, LoRAs, fine-tuning, etc.)
• Able to experiment and stand-up existing open source models in production systems.
• Able to curate synthetic data.
• Able to optimize ML models for hardware (GPU/CPU optimization, etc.).
• A strong problem-solver with the ability to tackle complex technical challenges, providing innovative solutions and contributing to the product development process.
• Strong communication and leadership abilities.