Natural Language Processing
Machine Learning
Position Summary
Technologies like generative AI have the potential to transform the lifestyles of consumers and the workflows of professional creators. Sony R&D is developing large-scale generative AI technologies for content generation and restoration.
This is called Sony generative AI, and is broken down into three categories: diffusion-based models, stochastic vector quantization techniques, and visual-and-language pre-training.
Sony generative AI is expected to become an integral part of the music, film, and gaming industries in the years ahead.
We at Sony R&D would like to make the most out of our unique opportunity to work directly with world-leading entertainment groups within those industries.
Demonstrations of media generation and restoration are available atOur team is building a wide range of natural language processing technologies, deep generative AI, and vision-language pre-training. You will work on advanced research on natural language processing and deep learning (e.g., vision-language pre-training, multimodal LLM).
Responsibilities
Fundamental research in natural language processing such as vision-language pre-training, multimodal learning, multimodal LLM, music/video understanding, agent, reasoning, controllable generative modeling, deep generative models for discrete data, image/audio captioning, text-to-image/audio, commonsense knowledge graphs, large-scale data development, etc.
You will be responsible for a wide range of activities, including paper submissions to top conferences (e.g. ACL, EMNLP, NeurIPS, ICLR, CVPR, etc.), collaborative research with universities and/or business groups, deployment of developed technologies within Sony and/or to third-party products together with product teams, etc.
You will also contribute to improving the efficiency of content creation in Sony's studios for music, movies, and game services by delivering AI-assisted tools developed by R&D.
All of the following criteria are required.
■ Master's degree in natural language processing, artificial intelligence, machine learning, or closely related areas OR equivalent practical experience.
■ 3 years of experience with Python, C/C++, and Linux/Unix.
■ 2 years of experience in machine learning fields and NLP, using common frameworks such as PyTorch and TensorFlow.
■ Research ability, as demonstrated by a track record of conference papers, open-source software, or other scientific activities.
■ Ability to speak and write in English fluently and idiomatically.
Preferred qualifications
Ph.
D student in natural language processing, artificial intelligence, or machine learning is desirable.
Product, Service
Content creation support for movies/music/games, robots (Aibo), etc.
Development Environment
■ OS:
Windows and Linux
■ Language:
Python, C/C++, etc.
■ PC, Server, Cloud Computing
Application Requirements
Essay:
Not Required
Coding test:
Not Required
Required Skills:
Machine Learning, Natural Language Processing (NLP)
Show more Show less
-
Tokyo Sony InternshipSHIP￥900,000 - ￥1,200,000 per year+We at Sony R&D would like to make the most out of our unique opportunity to work directly with world-leading entertainment groups within those industries. · +Fundamental research in natural language processing such as vision-language pre-training, multimodal learning, multimodal ...
-
Tokyo Sony InternshipSHIP￥2,000,000 - ￥2,800,000 per yearWe at Sony R&D would like to make the most out of our unique opportunity to work directly with world-leading entertainment groups within those industries. · Fundamental research in natural language processing such as vision-language pre-training, multimodal learning, multimodal L ...
-
Full time
1ヶ月前
Tokyo Sony Full time￥10,000,000 - ￥20,000,000 per yearWe at Sony R&D would like to make the most out of our unique opportunity to work directly with world-leading entertainment groups within those industries.Sony generative AI is expected to become an integral part of the music, film, and gaming industries in the years ahead. · ...
-
Tokyo RakutenThe AI & Data Division (AIDD) creates powerful AI, customer-focused search, recommendation, data science, advertising, marketing, price and inventory optimization solutions to a variety of businesses in commerce, · fintech and mobile industries. · We design, · develop,and deploy ...
-
Tokyo Rakuten Full time+Job Description: · The AI & Data Division (AIDD) creates powerful solutions to businesses in commerce, fintech and mobile industries. We strive to deliver the most innovative solutions that are helpful to people and societies around the world. · +Position: · As an experienced Da ...
-
Research Engineer
3週間前
Tokyo PeopleX Inc. Active Connector Group+Job Title: · Research Engineer · Hiring Company: · This is a startup from the University of Tokyo. · About the Company:This company has been working on natural language processing technologies. · ,++Project management for AI development (serving as the project owner in the AI do ...
-
Tokyo Sony Full time￥20,000,000 - ￥25,000,000 per yearWe aim to develop groundbreaking tools and services through the application of AI Agents (AI systems that use large language models to enable automation of tasks). On our team you will gain hands-on experience with exploratory and challenging projects ranging from research and de ...
-
Tokyo 株式会社PeopleX アクティブコネクターグループ ￥840,000 - ￥1,260,000 per year+Job summary · Join a fast-growing company developing AI-OCR solutions for enterprise clients. · +Collaborate closely with research scientists and engineers. · Grow in a flat environment that encourages learning. · ...
-
Research Engineer
3週間前
Tokyo Google DeepMind $1,200,000 - $1,500,000 per yearWe are seeking a highly motivated and innovative Research Engineer to join our team in Tokyo,focused on building the state-of-the-art in multimodal companion agents.This role offers a unique opportunity to collaborate with a world-class,cross-functional team at Google DeepMind. · ...
-
Tokyo 株式会社PeopleX アクティブコネクターグループ ￥6,000,000 - ￥12,000,000 per yearThis role involves designing and building large-scale distributed systems that power real-time voice-based AI services. · ...
-
Tokyo Woven by Toyota InternshipWe are looking for a Machine Learning Engineer to join our team at Woven by Toyota. As an intern, you will participate in one meaningful project that impacts our future key results and work with our colleagues as one team. · The ideal candidate combines knowledge of modern machin ...
-
Tokyo Woven by Toyota InternshipSHIPWe are enabling Toyota's once-in-a-century transformation into a mobility company. · Inspired by a legacy of innovating for the benefit of others, · our mission is to challenge the current state of mobility through human-centric innovation — expanding what "mobility" means and ho ...
-
Tokyo Private AI ￥900,000 - ￥1,200,000 per yearWe're seeking an exceptional Data Manager to scale our Japanese operations. As the founding member of our Japanese data team, you'll shape how our cutting-edge AI models understand and protect personally identifiable information (PII) in Japanese contexts. This role combines ling ...
-
Tokyo JAPAN AI株式会社 ￥8,000,000 - ￥14,000,000We leverage cutting-edge AI technology to drive research and development both domestically and internationally.We focus particularly on the development of AI agents, providing innovative products and solutions that utilize large language models (LLM). · ...
-
Tokyo Sony InternshipSHIP￥900,000 - ￥1,200,000 per yearWe aim to develop groundbreaking tools and services through the application of LLM Agents (AI systems that use large language models to enable automation of tasks). · On our team, you will gain hands-on experience with exploratory and challenging projects. ...
-
Tokyo Private AI OTHER￥4,625,000 - ￥7,350,000 per yearWe are seeking an exceptional Data Manager to scale our Japanese operations. · ...
-
Tokyo Amazon ￥2,000,000 - ￥2,800,000 per yearThe JP Books - Manga team is looking for a Sr. Applied Scientist to lead in our AI related efforts to develop new prototypes and concepts that can then be translated into meaningful technologies impacting millions of customers. · In this position you will be expected to research ...
-
Tokyo AmazonWe are looking for an Applied Scientist to participate in our AI related efforts to develop new prototypes and concepts that can then be translated into meaningful technologies impacting millions of customers. · Research opportunities for innovation using AI for the JP Manga busi ...
-
Tokyo Woven by Toyota InternshipSHIP￥3,000,000 - ￥4,200,000 per year+We welcome people who deeply understand cutting-edge AI technologies and are eager to tackle future HMI challenges. · Design and implement next-generation HMI (Human-Machine Interface) control applications as proof-of-concept (PoC) prototypes · Evaluate the application's functio ...
-
Tokyo Woven by Toyota InternshipWe are looking for an HMI Application Development Engineer to develop next-generation human-machine interface control applications as proof-of-concept prototypes. · Design and implement next-generation HMI (Human-Machine Interface) control applications as proof-of-concept (PoC) p ...
-
Tokyo Coleman Research ￥1,200,000 - ￥2,400,000 per yearWe are seeking an experienced Machine Learning Engineer to join our Tokyo, Japan team. Collaborating with engineers at US team on service development, designing, implementing, and validating machine learning models, promoting CI/CD pipelines, training, model monitoring, and versi ...
