[HN/HCM] (Senior/Pre-Senior) AI Researcher

About us
Position Description
Established in 2012 and headquartered in Tokyo, Cinnamon AI is a global enterprise specializing in intelligent document processing technology. Our cutting- edge solutions automate the extraction of knowledge from unstructured documents, primarily serving Insurance, Manufacturing & Logistic industries. We are fundamentally reshaping the way businesses operate, offering unprecedented efficiency and performance improvements. To date, we have effectively implemented our solutions for over 100 clients, securing an annual total contract value of around USD 10 million. Our reputation is growing steadily, as demonstrated by our selection as one of the &039;Global 100 Most Potential AI Startups&039; by CB Insights in 2021, and made it to the list of &039;Top 100 AI Fintech Companies&039; in the 2023 & 2024 report by FinTech Global and Investor Networks.
As the AI Researcher, we are looking for members to join our AI team. You will work closely with all stakeholders to architect efficient APIs to survey latest research trend and build accurate models on various tasks. This is an exciting opportunity for those who enjoy R&D and be challenged and grow in the field of AI- First software / product development. Along the way this role will contribute to game- changing products for the multi- trillion- dollar industry.
Responsibilities and Performance Objectives

Collaborate with academic and industry partners to validate hypotheses and co- author impactful research papers.
Mentor junior researchers and guide their development in AI research methodologies and best practices.
Spearhead cutting- edge research projects in the field of Artificial Intelligence Research (AIR), focusing on Natural Language Processing (NLP) and Large Language Models (LLMs).
Design and implement experiments to explore novel data flows and architectures for enhancing model performance and scalability.
Lead the dissemination of research findings through presentations at conferences, workshops, and seminars.
Develop innovative NLP algorithms and models, including Retrieval- Augmented Generation (RAG), to advance understanding and capabilities in AI.

Yêu cầu công việc

Skills and Experience Required

Strong programming skills, particularly in Python, and experience with NLP libraries and frameworks (e.g., Hugging Face Transformers, SpaCy).
Excellent analytical skills, with the ability to develop complex algorithms and solve challenging problems.
Extensive experience in NLP and familiarity with the latest advancements in LLMs and RAG.
Deep understanding of data flow mechanisms and architectures relevant to AI and machine learning systems.
Proven track record of conducting high- quality research and publishing in top- tier journals and conferences.
Outstanding communication skills, capable of explaining complex concepts to diverse audiences and collaborating effectively in a team environment.
Bachelor’s degree or higher education in Computer Science, Artificial Intelligence, Linguistics, or a closely related field with a strong focus on NLP.

Plus

Knowledge of additional languages or specialized NLP applications (e.g., sentiment analysis, machine translation).
Demonstrated hands- on expertise in designing, building, and deploying sophisticated NLP systems and models in a real- world environment, showcasing strong technical proficiency and problem- solving skills.
Prior involvement in open- source projects or contributions to the AI community.
Experience with interdisciplinary research involving linguistics and cognitive science.

Flexible & Inclusive Culture: Hybrid working environment lets you tailor your schedule to suit your lifestyle while nurturing an inclusive atmosphere for collaboration.
Attractive Package: We offer a highly competitive salary range that reflects your skills and experience. Salary review twice annually. A wide range of well- being promotion initiatives for your work- life balance.
Visible Impact: We have a track record of partnering with 100+ businesses in Japan and providing practical solutions in Insurance, Manufacturing & Logistic industries.
Exponential Growth: Team thrives on self- leadership and empowerment. Top leaders are hands- on, working closely with you, fostering your personal growth. We encourage and support job reallocation to nurture full- stack technical competencies.
Cutting- Edge Research: Dive into pioneering RAG initiatives to enhance AI’s contextual understanding and response performance. Collaborating with industry leaders, you’ll contribute to leading- edge research, publishing at top conferences.

How is our working environment?
We strongly believe that go- global ambition requires international- standard members. Cinnamon will create the best environment for all members to grow toward that goal.
Collaboration with Humanity:
We prioritize “The happiness of interacting with people” throughout the entire organization, going beyond ‘Transactional Interaction’ and strive for the ultimate comfort in collaboration with others. This makes our workplace become the driving force towards achieving high goals.

Impact at Scale:

By keeping technical scalability at core of our innovation, we do not stop at “Making things slightly better”. We aim to “Create huge impacts” by transforming large companies’ operations with versatile and scalable technology.

What we will return

Talent development and innovation encouragement through our internal programs.
A wide range of internal community events to promote connections, collaboration, and a healthy work- life balance, including Happy Monday, Company Trip, and 10++ Health Clubs.
A great opportunity to access and acquire top expert knowledge and experiences internally and externally.
A hybrid work schedule: 02 remote working days per week.
A competitive salary range, private healthcare insurance, annual health check.
A high- tech spaceship with a laptop provided. GPU and AWS all are ready for model training.

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Cập nhật gần nhất lúc: 2024-06-27 06:35:02