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Company Name

CyberAgent, Inc.

Job Type

[AI Lab] Research Engineer (HCI)

Work Detail

In collaboration with research scientists and business divisions, you will implement an autonomous voice dialogue system that understands human behavior and speech and engages in appropriate voice dialogue, based on knowledge accumulated through research and development as well as field trials in real-world environments such as commercial facilities and accommodations, and verify its effectiveness in the field. In the future, as a technical specialist, you will develop infrastructure systems that can be used across a wide range of fields while understanding organizational challenges. ▼Major Tasks Develop a voice dialogue system using the dialogue architecture currently being researched and developed in the AI ​​Lab. Implement recognition functions (image processing and voice processing) based on robot-human interaction. Implement machine learning models on edge devices. Build a system for edge deployment of robot recognition function components via the cloud. Discuss with researchers, propose, implement, and introduce technologies and models. Build a system for collecting analytical data for research. Work with industry-academia collaborations and joint research partners to incorporate academic knowledge, research and interpret papers for product development and problem-solving, and apply them to products.

Ideal Profile

Experience and Skills [Desired Skills] ◎ Implementation experience related to voice processing and image processing ◎ Experience building and implementing an environment that combines various devices (monocular cameras, stereo cameras, directional microphones, sensors, box PCs with GPUs, etc.) with SDKs ◎ Experience in considering and designing cloud-edge integration specifications [Preferred Skills] ◯ Server-side development experience ◯ Experience building robotic systems ◯ Experience building DevOps/MLOps environments ◯ Knowledge of data compression, communication, and transmission technologies in low-bandwidth communication environments ◯ Programming experience using Python/C++/Node.js ◯ Experience reading and interpreting algorithms/papers and reproducing and modifying publicly available implementations ◯ Software development experience, not limited to machine learning ◯ Experience using cloud services (GCP, AWS, etc.) ◯ Development experience using Docker Containers/Docker Compose ◯ Experience winning data analysis competitions (Kaggle, CrowdAnalytix, etc.) ◯ Experience presenting at academic conferences ◯ OSS activities ◯ Presentations at study groups and other community events Desired candidate ◎ A mindset to proactively research, implement, and test unfamiliar technologies ◎ Self-motivated and able to design solutions to given problems ◎ Comfortable with team development ◎ Interested in social implementation ◯ Interested in robots

Work Location

560-0043 Osaka University Toyonaka Campus, Engineering Foundation Building J-318, 1, Machikaneyama-cho, Toyonaka City, Osaka Prefecture

Phd. Stating Salary

Negotiable. We will give preferential treatment according to our company regulations, taking into consideration experience and ability.

External Site

https://hrmos.co/pages/cyberagent-group/jobs/0000876

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