Recruit Detail
Company Name
CyberAgent Co., Ltd.
Occupation
[AI Lab] Research Engineer (HCI)
Work Detail
In cooperation with research scientists and business departments, we understand human behavior and utterances and create appropriate voice dialogues based on the knowledge we have accumulated through demonstration experiments and research and development in real environments such as commercial facilities and accommodation facilities. We will implement an autonomous voice dialogue system that performs this in society and verify its effectiveness in the actual 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 organizational issues. ▼Main tasks Development of a voice dialogue system using a dialogue architecture currently being researched and developed at the AI Lab Implementation of recognition functions assuming interaction between robots and humans (image processing/sound processing) Implementation of machine learning models on edge devices Building a mechanism for edge deployment of robot recognition functional components via the cloud Have discussions with researchers and propose, implement, and introduce technologies and models. Building a system for collecting analysis data for research In cooperation with industry-academia collaboration and joint research partners, while incorporating academic knowledge, we research papers, read them, and apply them to products for product development and problem solving.
Ideal Profile
Experience/skills [Skills required] ◎ Implementation experience related to audio processing and image processing ◎ Experience building and implementing an environment that combines various devices (monocular camera/stereo camera, directional microphone, sensor, BOX PC with GPU, etc.) and SDK. ◎ Experience in considering and designing cloud and edge collaboration specifications [Good if you have it] ◯ Server-side development experience ◯ Experience in building robot systems ◯ Experience in building DevOps / MLOps environments ◯ Knowledge of information compression/communication/transmission technology in low-bandwidth communication environments ◯ Programming experience using Python / C++ / Node.js ◯ Experience reading algorithms/papers and reproducing/modifying published implementations ◯ Experience in software development, not limited to machine learning ◯ Experience using cloud services (GCP, AWS, etc.) ◯ Development experience using Docker Container / Docker Compose ◯ Experience in winning awards in data analysis competitions (Kaggle, CrowdAnalytix, etc.) ◯ Experience presenting at academic conferences ◯ OSS activities ◯ Presentations in communities such as study groups The person you are looking for ◎ Mindset to proactively investigate, implement, and try new technologies on their own ◎ Those who have the self-direction ability to design their own way to solve a given problem ◎ Those who are comfortable with team development ◎ Those who are interested in social implementation ◯ Those who are interested in robots
Work Location
560-0043 318 Osaka University Toyonaka Campus Fundamental Engineering Building, 1 Machikaneyamacho, Toyonaka City, Osaka Prefecture
Phd. Stating Salary
Negotiable We will give preferential treatment according to our company regulations, taking into account experience and ability.