ML Engineer
株式会社サイバーエージェント
- Python
- AWS
- GCP
- Machine Learning
- C++
- Javascript
- PyTorch
- Deep Learning
- TensorFlow
- Opencv
- 3DCG
- Chatwork
- Open3D
-
Tokyo
-
1,001 to 10,000
Company Info
The data strategy department of a cyber agent analyzes and utilizes data to support business in a state where data infrastructure and various development and analysis tasks are performed. We support the growth of businesses that utilize data by implementing data infrastructure and various development and analysis tasks.Job Summary
In the AI business unit, we aim to improve the efficiency and automation of development and production work of ML engines, 3DCG production process improvement and automation. We are also excited about the construction of the environment for machine learning and deep learning, practical implementation experience and development of production code, and the use of 3DCG foundation knowledge and GPU for 3DCG production environment.Duties
As an ML engineer, you will be responsible for improving the efficiency and automation of development and production work of ML engines. Specifically, you will be involved in the automation research and development of 3D face modeling, automatic generation of 3DMM, facial expression transfer, human body, facial automatic generation, human body, facial reconstruction, and algorithm research and development of image synthesis from 2D images to 3D models (StyleGAN). You will also conduct research and development related to CG production, hair, lighting/rendering, animation/simulation, modeling, and more. The software/development languages (part of the environment) used are: OS: Win / Mac, DCC tool: Maya / Motion Builder / Houdini / Nuke / Shotgun / DEADLINE, Development language: Python / C++ / Javascript, Library: PyTorch / Tensorflow / OpenCV / Open3D, Infrastructure: AWS / GCP / On-premises (Windows, Linux), In-house communication tool: Slack / Chatwork.Login to see all information about offers.
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