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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 conducts appropriate voice dialogue based on the knowledge accumulated through research and development and demonstration experiments in real environments such as commercial facilities and accommodation facilities, and verify its effectiveness in the real field. In the future, as a technical specialist, you will develop a platform system that can be used commonly in a wide range of fields while understanding the challenges of the organization. ▼Main 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 interactions between robots and humans Implement machine learning models on edge devices Build a system for edge deployment of robot recognition function parts via the cloud Discuss with researchers, propose, implement and introduce technologies and models Build a system for collecting analytical data for research Collaborate with industry-academia collaboration and joint research partners, incorporate academic knowledge, and research papers for product development and problem solving, read them, and apply them to products

Ideal Profile

Experience and Skills [Desired Skills] ◎ Experience in implementing voice and image processing ◎ Experience in building and implementing an environment that combines various devices (monocular cameras, stereo cameras, directional microphones, sensors, BOX PCs with GPUs, etc.) and SDKs ◎ Experience in considering and designing specifications for cloud and edge integration [Preferred] ◯ Server-side development experience ◯ Experience building robot systems ◯ Experience building DevOps / MLOps environments ◯ Knowledge of information compression, communication / 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 Container / 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 profile ◎ A mindset that proactively investigates, implements, and tests new technologies ◎ A person who is self-motivated and can design their own solutions to given problems ◎ A person who is not averse to team development ◎ A person who is interested in social implementation ◯ A person who is interested in robots

Work Location

560-0043 Osaka, Toyonaka, Osaka Prefecture, Toyonaka Campus, Osaka University, Building 318, Engineering Foundations

Phd. Stating Salary

Negotiable Preferential treatment will be given 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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